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About jsPsych

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jsPsych is open source project with numerous contributors. The project is currently managed by the core team of Josh de Leeuw (@jodeleeuw), Becky Gilbert (@becky-gilbert), and Björn Luchterhandt (@bjoluc).

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jsPsych was created by Josh de Leeuw .

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Citation

+

If you use jsPsych please cite the following paper.

+

de Leeuw, J. R. (2015). jsPsych: A JavaScript library for creating behavioral experiments in a web browser. Behavior Research Methods, 47(1), 1-12. doi:10.3758/s13428-014-0458-y.

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License

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jsPsych is licensed under the MIT license.

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The MIT License (MIT)
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+Copyright (c) 2014-2022 Joshua R. de Leeuw
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+Permission is hereby granted, free of charge, to any person obtaining a copy
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strict';\n\n /**\n * Applies the :focus-visible polyfill at the given scope.\n * A scope in this case is either the top-level Document or a Shadow Root.\n *\n * @param {(Document|ShadowRoot)} scope\n * @see https://github.com/WICG/focus-visible\n */\n function applyFocusVisiblePolyfill(scope) {\n var hadKeyboardEvent = true;\n var hadFocusVisibleRecently = false;\n var hadFocusVisibleRecentlyTimeout = null;\n\n var inputTypesAllowlist = {\n text: true,\n search: true,\n url: true,\n tel: true,\n email: true,\n password: true,\n number: true,\n date: true,\n month: true,\n week: true,\n time: true,\n datetime: true,\n 'datetime-local': true\n };\n\n /**\n * Helper function for legacy browsers and iframes which sometimes focus\n * elements like document, body, and non-interactive SVG.\n * @param {Element} el\n */\n function isValidFocusTarget(el) {\n if (\n el &&\n el !== document &&\n el.nodeName !== 'HTML' &&\n el.nodeName !== 'BODY' &&\n 'classList' in el &&\n 'contains' in el.classList\n ) {\n return true;\n }\n return false;\n }\n\n /**\n * Computes whether the given element should automatically trigger the\n * `focus-visible` class being added, i.e. whether it should always match\n * `:focus-visible` when focused.\n * @param {Element} el\n * @return {boolean}\n */\n function focusTriggersKeyboardModality(el) {\n var type = el.type;\n var tagName = el.tagName;\n\n if (tagName === 'INPUT' && inputTypesAllowlist[type] && !el.readOnly) {\n return true;\n }\n\n if (tagName === 'TEXTAREA' && !el.readOnly) {\n return true;\n }\n\n if (el.isContentEditable) {\n return true;\n }\n\n return false;\n }\n\n /**\n * Add the `focus-visible` class to the given element if it was not added by\n * the author.\n * @param {Element} el\n */\n function addFocusVisibleClass(el) {\n if (el.classList.contains('focus-visible')) {\n return;\n }\n el.classList.add('focus-visible');\n el.setAttribute('data-focus-visible-added', '');\n }\n\n /**\n * Remove the `focus-visible` class from the given element if it was not\n * originally added by the author.\n * @param {Element} el\n */\n function removeFocusVisibleClass(el) {\n if (!el.hasAttribute('data-focus-visible-added')) {\n return;\n }\n el.classList.remove('focus-visible');\n el.removeAttribute('data-focus-visible-added');\n }\n\n /**\n * If the most recent user interaction was via the keyboard;\n * and the key press did not include a meta, alt/option, or control key;\n * then the modality is keyboard. Otherwise, the modality is not keyboard.\n * Apply `focus-visible` to any current active element and keep track\n * of our keyboard modality state with `hadKeyboardEvent`.\n * @param {KeyboardEvent} e\n */\n function onKeyDown(e) {\n if (e.metaKey || e.altKey || e.ctrlKey) {\n return;\n }\n\n if (isValidFocusTarget(scope.activeElement)) {\n addFocusVisibleClass(scope.activeElement);\n }\n\n hadKeyboardEvent = true;\n }\n\n /**\n * If at any point a user clicks with a pointing device, ensure that we change\n * the modality away from keyboard.\n * This avoids the situation where a user presses a key on an already focused\n * element, and then clicks on a different element, focusing it with a\n * pointing device, while we still think we're in keyboard modality.\n * @param {Event} e\n */\n function onPointerDown(e) {\n hadKeyboardEvent = false;\n }\n\n /**\n * On `focus`, add the `focus-visible` class to the target if:\n * - the target received focus as a result of keyboard navigation, or\n * - the event target is an element that will likely require interaction\n * via the keyboard (e.g. a text box)\n * @param {Event} e\n */\n function onFocus(e) {\n // Prevent IE from focusing the document or HTML element.\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (hadKeyboardEvent || focusTriggersKeyboardModality(e.target)) {\n addFocusVisibleClass(e.target);\n }\n }\n\n /**\n * On `blur`, remove the `focus-visible` class from the target.\n * @param {Event} e\n */\n function onBlur(e) {\n if (!isValidFocusTarget(e.target)) {\n return;\n }\n\n if (\n e.target.classList.contains('focus-visible') ||\n e.target.hasAttribute('data-focus-visible-added')\n ) {\n // To detect a tab/window switch, we look for a blur event followed\n // rapidly by a visibility change.\n // If we don't see a visibility change within 100ms, it's probably a\n // regular focus change.\n hadFocusVisibleRecently = true;\n window.clearTimeout(hadFocusVisibleRecentlyTimeout);\n hadFocusVisibleRecentlyTimeout = window.setTimeout(function() {\n hadFocusVisibleRecently = false;\n }, 100);\n removeFocusVisibleClass(e.target);\n }\n }\n\n /**\n * If the user changes tabs, keep track of whether or not the previously\n * focused element had .focus-visible.\n * @param {Event} e\n */\n function onVisibilityChange(e) {\n if (document.visibilityState === 'hidden') {\n // If the tab becomes active again, the browser will handle calling focus\n // on the element (Safari actually calls it twice).\n // If this tab change caused a blur on an element with focus-visible,\n // re-apply the class when the user switches back to the tab.\n if (hadFocusVisibleRecently) {\n hadKeyboardEvent = true;\n }\n addInitialPointerMoveListeners();\n }\n }\n\n /**\n * Add a group of listeners to detect usage of any pointing devices.\n * These listeners will be added when the polyfill first loads, and anytime\n * the window is blurred, so that they are active when the window regains\n * focus.\n */\n function addInitialPointerMoveListeners() {\n document.addEventListener('mousemove', onInitialPointerMove);\n document.addEventListener('mousedown', onInitialPointerMove);\n document.addEventListener('mouseup', onInitialPointerMove);\n document.addEventListener('pointermove', onInitialPointerMove);\n document.addEventListener('pointerdown', onInitialPointerMove);\n document.addEventListener('pointerup', onInitialPointerMove);\n document.addEventListener('touchmove', onInitialPointerMove);\n document.addEventListener('touchstart', onInitialPointerMove);\n document.addEventListener('touchend', onInitialPointerMove);\n }\n\n function removeInitialPointerMoveListeners() {\n document.removeEventListener('mousemove', onInitialPointerMove);\n document.removeEventListener('mousedown', onInitialPointerMove);\n document.removeEventListener('mouseup', onInitialPointerMove);\n document.removeEventListener('pointermove', onInitialPointerMove);\n document.removeEventListener('pointerdown', onInitialPointerMove);\n document.removeEventListener('pointerup', onInitialPointerMove);\n document.removeEventListener('touchmove', onInitialPointerMove);\n document.removeEventListener('touchstart', onInitialPointerMove);\n document.removeEventListener('touchend', onInitialPointerMove);\n }\n\n /**\n * When the polfyill first loads, assume the user is in keyboard modality.\n * If any event is received from a pointing device (e.g. mouse, pointer,\n * touch), turn off keyboard modality.\n * This accounts for situations where focus enters the page from the URL bar.\n * @param {Event} e\n */\n function onInitialPointerMove(e) {\n // Work around a Safari quirk that fires a mousemove on whenever the\n // window blurs, even if you're tabbing out of the page. \u00AF\\_(\u30C4)_/\u00AF\n if (e.target.nodeName && e.target.nodeName.toLowerCase() === 'html') {\n return;\n }\n\n hadKeyboardEvent = false;\n removeInitialPointerMoveListeners();\n }\n\n // For some kinds of state, we are interested in changes at the global scope\n // only. For example, global pointer input, global key presses and global\n // visibility change should affect the state at every scope:\n document.addEventListener('keydown', onKeyDown, true);\n document.addEventListener('mousedown', onPointerDown, true);\n document.addEventListener('pointerdown', onPointerDown, true);\n document.addEventListener('touchstart', onPointerDown, true);\n document.addEventListener('visibilitychange', onVisibilityChange, true);\n\n addInitialPointerMoveListeners();\n\n // For focus and blur, we specifically care about state changes in the local\n // scope. This is because focus / blur events that originate from within a\n // shadow root are not re-dispatched from the host element if it was already\n // the active element in its own scope:\n scope.addEventListener('focus', onFocus, true);\n scope.addEventListener('blur', onBlur, true);\n\n // We detect that a node is a ShadowRoot by ensuring that it is a\n // DocumentFragment and also has a host property. This check covers native\n // implementation and polyfill implementation transparently. If we only cared\n // about the native implementation, we could just check if the scope was\n // an instance of a ShadowRoot.\n if (scope.nodeType === Node.DOCUMENT_FRAGMENT_NODE && scope.host) {\n // Since a ShadowRoot is a special kind of DocumentFragment, it does not\n // have a root element to add a class to. So, we add this attribute to the\n // host element instead:\n scope.host.setAttribute('data-js-focus-visible', '');\n } else if (scope.nodeType === Node.DOCUMENT_NODE) {\n document.documentElement.classList.add('js-focus-visible');\n document.documentElement.setAttribute('data-js-focus-visible', '');\n }\n }\n\n // It is important to wrap all references to global window and document in\n // these checks to support server-side rendering use cases\n // @see https://github.com/WICG/focus-visible/issues/199\n if (typeof window !== 'undefined' && typeof document !== 'undefined') {\n // Make the polyfill helper globally available. This can be used as a signal\n // to interested libraries that wish to coordinate with the polyfill for e.g.,\n // applying the polyfill to a shadow root:\n window.applyFocusVisiblePolyfill = applyFocusVisiblePolyfill;\n\n // Notify interested libraries of the polyfill's presence, in case the\n // polyfill was loaded lazily:\n var event;\n\n try {\n event = new CustomEvent('focus-visible-polyfill-ready');\n } catch (error) {\n // IE11 does not support using CustomEvent as a constructor directly:\n event = document.createEvent('CustomEvent');\n event.initCustomEvent('focus-visible-polyfill-ready', false, false, {});\n }\n\n window.dispatchEvent(event);\n }\n\n if (typeof document !== 'undefined') {\n // Apply the polyfill to the global document, so that no JavaScript\n // coordination is required to use the polyfill in the top-level document:\n applyFocusVisiblePolyfill(document);\n }\n\n})));\n", "(function(global) {\r\n /**\r\n * Polyfill URLSearchParams\r\n *\r\n * Inspired from : https://github.com/WebReflection/url-search-params/blob/master/src/url-search-params.js\r\n */\r\n\r\n var checkIfIteratorIsSupported = function() {\r\n try {\r\n return !!Symbol.iterator;\r\n } catch (error) {\r\n return false;\r\n }\r\n };\r\n\r\n\r\n var iteratorSupported = checkIfIteratorIsSupported();\r\n\r\n var createIterator = function(items) {\r\n var iterator = {\r\n next: function() {\r\n var value = items.shift();\r\n return { done: value === void 0, value: value };\r\n }\r\n };\r\n\r\n if (iteratorSupported) {\r\n iterator[Symbol.iterator] = function() {\r\n return iterator;\r\n };\r\n }\r\n\r\n return iterator;\r\n };\r\n\r\n /**\r\n * Search param name and values should be encoded according to https://url.spec.whatwg.org/#urlencoded-serializing\r\n * encodeURIComponent() produces the same result except encoding spaces as `%20` instead of `+`.\r\n */\r\n var serializeParam = function(value) {\r\n return encodeURIComponent(value).replace(/%20/g, '+');\r\n };\r\n\r\n var deserializeParam = function(value) {\r\n return decodeURIComponent(String(value).replace(/\\+/g, ' '));\r\n };\r\n\r\n var polyfillURLSearchParams = function() {\r\n\r\n var URLSearchParams = function(searchString) {\r\n Object.defineProperty(this, '_entries', { writable: true, value: {} });\r\n var typeofSearchString = typeof searchString;\r\n\r\n if (typeofSearchString === 'undefined') {\r\n // do nothing\r\n } else if (typeofSearchString === 'string') {\r\n if (searchString !== '') {\r\n this._fromString(searchString);\r\n }\r\n } else if (searchString instanceof URLSearchParams) {\r\n var _this = this;\r\n searchString.forEach(function(value, name) {\r\n _this.append(name, value);\r\n });\r\n } else if ((searchString !== null) && (typeofSearchString === 'object')) {\r\n if (Object.prototype.toString.call(searchString) === '[object Array]') {\r\n for (var i = 0; i < searchString.length; i++) {\r\n var entry = searchString[i];\r\n if ((Object.prototype.toString.call(entry) === '[object Array]') || (entry.length !== 2)) {\r\n this.append(entry[0], entry[1]);\r\n } else {\r\n throw new TypeError('Expected [string, any] as entry at index ' + i + ' of URLSearchParams\\'s input');\r\n }\r\n }\r\n } else {\r\n for (var key in searchString) {\r\n if (searchString.hasOwnProperty(key)) {\r\n this.append(key, searchString[key]);\r\n }\r\n }\r\n }\r\n } else {\r\n throw new TypeError('Unsupported input\\'s type for URLSearchParams');\r\n }\r\n };\r\n\r\n var proto = URLSearchParams.prototype;\r\n\r\n proto.append = function(name, value) {\r\n if (name in this._entries) {\r\n this._entries[name].push(String(value));\r\n } else {\r\n this._entries[name] = [String(value)];\r\n }\r\n };\r\n\r\n proto.delete = function(name) {\r\n delete this._entries[name];\r\n };\r\n\r\n proto.get = function(name) {\r\n return (name in this._entries) ? this._entries[name][0] : null;\r\n };\r\n\r\n proto.getAll = function(name) {\r\n return (name in this._entries) ? this._entries[name].slice(0) : [];\r\n };\r\n\r\n proto.has = function(name) {\r\n return (name in this._entries);\r\n };\r\n\r\n proto.set = function(name, value) {\r\n this._entries[name] = [String(value)];\r\n };\r\n\r\n proto.forEach = function(callback, thisArg) {\r\n var entries;\r\n for (var name in this._entries) {\r\n if (this._entries.hasOwnProperty(name)) {\r\n entries = this._entries[name];\r\n for (var i = 0; i < entries.length; i++) {\r\n callback.call(thisArg, entries[i], name, this);\r\n }\r\n }\r\n }\r\n };\r\n\r\n proto.keys = function() {\r\n var items = [];\r\n this.forEach(function(value, name) {\r\n items.push(name);\r\n });\r\n return createIterator(items);\r\n };\r\n\r\n proto.values = function() {\r\n var items = [];\r\n this.forEach(function(value) {\r\n items.push(value);\r\n });\r\n return createIterator(items);\r\n };\r\n\r\n proto.entries = function() {\r\n var items = [];\r\n this.forEach(function(value, name) {\r\n items.push([name, value]);\r\n });\r\n return createIterator(items);\r\n };\r\n\r\n if (iteratorSupported) {\r\n proto[Symbol.iterator] = proto.entries;\r\n }\r\n\r\n proto.toString = function() {\r\n var searchArray = [];\r\n this.forEach(function(value, name) {\r\n searchArray.push(serializeParam(name) + '=' + serializeParam(value));\r\n });\r\n return searchArray.join('&');\r\n };\r\n\r\n\r\n global.URLSearchParams = URLSearchParams;\r\n };\r\n\r\n var checkIfURLSearchParamsSupported = function() {\r\n try {\r\n var URLSearchParams = global.URLSearchParams;\r\n\r\n return (\r\n (new URLSearchParams('?a=1').toString() === 'a=1') &&\r\n (typeof URLSearchParams.prototype.set === 'function') &&\r\n (typeof URLSearchParams.prototype.entries === 'function')\r\n );\r\n } catch (e) {\r\n return false;\r\n }\r\n };\r\n\r\n if (!checkIfURLSearchParamsSupported()) {\r\n polyfillURLSearchParams();\r\n }\r\n\r\n var proto = global.URLSearchParams.prototype;\r\n\r\n if (typeof proto.sort !== 'function') {\r\n proto.sort = function() {\r\n var _this = this;\r\n var items = [];\r\n this.forEach(function(value, name) {\r\n items.push([name, value]);\r\n if (!_this._entries) {\r\n _this.delete(name);\r\n }\r\n });\r\n items.sort(function(a, b) {\r\n if (a[0] < b[0]) {\r\n return -1;\r\n } else if (a[0] > b[0]) {\r\n return +1;\r\n } else {\r\n return 0;\r\n }\r\n });\r\n if (_this._entries) { // force reset because IE keeps keys index\r\n _this._entries = {};\r\n }\r\n for (var i = 0; i < items.length; i++) {\r\n this.append(items[i][0], items[i][1]);\r\n }\r\n };\r\n }\r\n\r\n if (typeof proto._fromString !== 'function') {\r\n Object.defineProperty(proto, '_fromString', {\r\n enumerable: false,\r\n configurable: false,\r\n writable: false,\r\n value: function(searchString) {\r\n if (this._entries) {\r\n this._entries = {};\r\n } else {\r\n var keys = [];\r\n this.forEach(function(value, name) {\r\n keys.push(name);\r\n });\r\n for (var i = 0; i < keys.length; i++) {\r\n this.delete(keys[i]);\r\n }\r\n }\r\n\r\n searchString = searchString.replace(/^\\?/, '');\r\n var attributes = searchString.split('&');\r\n var attribute;\r\n for (var i = 0; i < attributes.length; i++) {\r\n attribute = attributes[i].split('=');\r\n this.append(\r\n deserializeParam(attribute[0]),\r\n (attribute.length > 1) ? deserializeParam(attribute[1]) : ''\r\n );\r\n }\r\n }\r\n });\r\n }\r\n\r\n // HTMLAnchorElement\r\n\r\n})(\r\n (typeof global !== 'undefined') ? global\r\n : ((typeof window !== 'undefined') ? window\r\n : ((typeof self !== 'undefined') ? self : this))\r\n);\r\n\r\n(function(global) {\r\n /**\r\n * Polyfill URL\r\n *\r\n * Inspired from : https://github.com/arv/DOM-URL-Polyfill/blob/master/src/url.js\r\n */\r\n\r\n var checkIfURLIsSupported = function() {\r\n try {\r\n var u = new global.URL('b', 'http://a');\r\n u.pathname = 'c d';\r\n return (u.href === 'http://a/c%20d') && u.searchParams;\r\n } catch (e) {\r\n return false;\r\n }\r\n };\r\n\r\n\r\n var polyfillURL = function() {\r\n var _URL = global.URL;\r\n\r\n var URL = function(url, base) {\r\n if (typeof url !== 'string') url = String(url);\r\n if (base && typeof base !== 'string') base = String(base);\r\n\r\n // Only create another document if the base is different from current location.\r\n var doc = document, baseElement;\r\n if (base && (global.location === void 0 || base !== global.location.href)) {\r\n base = base.toLowerCase();\r\n doc = document.implementation.createHTMLDocument('');\r\n baseElement = doc.createElement('base');\r\n baseElement.href = base;\r\n doc.head.appendChild(baseElement);\r\n try {\r\n if (baseElement.href.indexOf(base) !== 0) throw new Error(baseElement.href);\r\n } catch (err) {\r\n throw new Error('URL unable to set base ' + base + ' due to ' + err);\r\n }\r\n }\r\n\r\n var anchorElement = doc.createElement('a');\r\n anchorElement.href = url;\r\n if (baseElement) {\r\n doc.body.appendChild(anchorElement);\r\n anchorElement.href = anchorElement.href; // force href to refresh\r\n }\r\n\r\n var inputElement = doc.createElement('input');\r\n inputElement.type = 'url';\r\n inputElement.value = url;\r\n\r\n if (anchorElement.protocol === ':' || !/:/.test(anchorElement.href) || (!inputElement.checkValidity() && !base)) {\r\n throw new TypeError('Invalid URL');\r\n }\r\n\r\n Object.defineProperty(this, '_anchorElement', {\r\n value: anchorElement\r\n });\r\n\r\n\r\n // create a linked searchParams which reflect its changes on URL\r\n var searchParams = new global.URLSearchParams(this.search);\r\n var enableSearchUpdate = true;\r\n var enableSearchParamsUpdate = true;\r\n var _this = this;\r\n ['append', 'delete', 'set'].forEach(function(methodName) {\r\n var method = searchParams[methodName];\r\n searchParams[methodName] = function() {\r\n method.apply(searchParams, arguments);\r\n if (enableSearchUpdate) {\r\n enableSearchParamsUpdate = false;\r\n _this.search = searchParams.toString();\r\n enableSearchParamsUpdate = true;\r\n }\r\n };\r\n });\r\n\r\n Object.defineProperty(this, 'searchParams', {\r\n value: searchParams,\r\n enumerable: true\r\n });\r\n\r\n var search = void 0;\r\n Object.defineProperty(this, '_updateSearchParams', {\r\n enumerable: false,\r\n configurable: false,\r\n writable: false,\r\n value: function() {\r\n if (this.search !== search) {\r\n search = this.search;\r\n if (enableSearchParamsUpdate) {\r\n enableSearchUpdate = false;\r\n this.searchParams._fromString(this.search);\r\n enableSearchUpdate = true;\r\n }\r\n }\r\n }\r\n });\r\n };\r\n\r\n var proto = URL.prototype;\r\n\r\n var linkURLWithAnchorAttribute = function(attributeName) {\r\n Object.defineProperty(proto, attributeName, {\r\n get: function() {\r\n return this._anchorElement[attributeName];\r\n },\r\n set: function(value) {\r\n this._anchorElement[attributeName] = value;\r\n },\r\n enumerable: true\r\n });\r\n };\r\n\r\n ['hash', 'host', 'hostname', 'port', 'protocol']\r\n .forEach(function(attributeName) {\r\n linkURLWithAnchorAttribute(attributeName);\r\n });\r\n\r\n Object.defineProperty(proto, 'search', {\r\n get: function() {\r\n return this._anchorElement['search'];\r\n },\r\n set: function(value) {\r\n this._anchorElement['search'] = value;\r\n this._updateSearchParams();\r\n },\r\n enumerable: true\r\n });\r\n\r\n Object.defineProperties(proto, {\r\n\r\n 'toString': {\r\n get: function() {\r\n var _this = this;\r\n return function() {\r\n return _this.href;\r\n };\r\n }\r\n },\r\n\r\n 'href': {\r\n get: function() {\r\n return this._anchorElement.href.replace(/\\?$/, '');\r\n },\r\n set: function(value) {\r\n this._anchorElement.href = value;\r\n this._updateSearchParams();\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'pathname': {\r\n get: function() {\r\n return this._anchorElement.pathname.replace(/(^\\/?)/, '/');\r\n },\r\n set: function(value) {\r\n this._anchorElement.pathname = value;\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'origin': {\r\n get: function() {\r\n // get expected port from protocol\r\n var expectedPort = { 'http:': 80, 'https:': 443, 'ftp:': 21 }[this._anchorElement.protocol];\r\n // add port to origin if, expected port is different than actual port\r\n // and it is not empty f.e http://foo:8080\r\n // 8080 != 80 && 8080 != ''\r\n var addPortToOrigin = this._anchorElement.port != expectedPort &&\r\n this._anchorElement.port !== '';\r\n\r\n return this._anchorElement.protocol +\r\n '//' +\r\n this._anchorElement.hostname +\r\n (addPortToOrigin ? (':' + this._anchorElement.port) : '');\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'password': { // TODO\r\n get: function() {\r\n return '';\r\n },\r\n set: function(value) {\r\n },\r\n enumerable: true\r\n },\r\n\r\n 'username': { // TODO\r\n get: function() {\r\n return '';\r\n },\r\n set: function(value) {\r\n },\r\n enumerable: true\r\n },\r\n });\r\n\r\n URL.createObjectURL = function(blob) {\r\n return _URL.createObjectURL.apply(_URL, arguments);\r\n };\r\n\r\n URL.revokeObjectURL = function(url) {\r\n return _URL.revokeObjectURL.apply(_URL, arguments);\r\n };\r\n\r\n global.URL = URL;\r\n\r\n };\r\n\r\n if (!checkIfURLIsSupported()) {\r\n polyfillURL();\r\n }\r\n\r\n if ((global.location !== void 0) && !('origin' in global.location)) {\r\n var getOrigin = function() {\r\n return global.location.protocol + '//' + global.location.hostname + (global.location.port ? 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IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,\r\nINDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM\r\nLOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR\r\nOTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR\r\nPERFORMANCE OF THIS SOFTWARE.\r\n***************************************************************************** */\r\n/* global global, define, System, Reflect, Promise */\r\nvar __extends;\r\nvar __assign;\r\nvar __rest;\r\nvar __decorate;\r\nvar __param;\r\nvar __metadata;\r\nvar __awaiter;\r\nvar __generator;\r\nvar __exportStar;\r\nvar __values;\r\nvar __read;\r\nvar __spread;\r\nvar __spreadArrays;\r\nvar __spreadArray;\r\nvar __await;\r\nvar __asyncGenerator;\r\nvar __asyncDelegator;\r\nvar __asyncValues;\r\nvar __makeTemplateObject;\r\nvar __importStar;\r\nvar __importDefault;\r\nvar __classPrivateFieldGet;\r\nvar __classPrivateFieldSet;\r\nvar __createBinding;\r\n(function (factory) {\r\n var root = typeof global === \"object\" ? global : typeof self === \"object\" ? self : typeof this === \"object\" ? this : {};\r\n if (typeof define === \"function\" && define.amd) {\r\n define(\"tslib\", [\"exports\"], function (exports) { factory(createExporter(root, createExporter(exports))); });\r\n }\r\n else if (typeof module === \"object\" && typeof module.exports === \"object\") {\r\n factory(createExporter(root, createExporter(module.exports)));\r\n }\r\n else {\r\n factory(createExporter(root));\r\n }\r\n function createExporter(exports, previous) {\r\n if (exports !== root) {\r\n if (typeof Object.create === \"function\") {\r\n Object.defineProperty(exports, \"__esModule\", { value: true });\r\n }\r\n else {\r\n exports.__esModule = true;\r\n }\r\n }\r\n return function (id, v) { return exports[id] = previous ? previous(id, v) : v; };\r\n }\r\n})\r\n(function (exporter) {\r\n var extendStatics = Object.setPrototypeOf ||\r\n ({ __proto__: [] } instanceof Array && function (d, b) { d.__proto__ = b; }) ||\r\n function (d, b) { for (var p in b) if (Object.prototype.hasOwnProperty.call(b, p)) d[p] = b[p]; };\r\n\r\n __extends = function (d, b) {\r\n if (typeof b !== \"function\" && b !== null)\r\n throw new TypeError(\"Class extends value \" + String(b) + \" is not a constructor or null\");\r\n extendStatics(d, b);\r\n function __() { this.constructor = d; }\r\n d.prototype = b === null ? 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'right' : 'left'] = '-9999px'; // Move element to the same position vertically\n\n var yPosition = window.pageYOffset || document.documentElement.scrollTop;\n fakeElement.style.top = \"\".concat(yPosition, \"px\");\n fakeElement.setAttribute('readonly', '');\n fakeElement.value = value;\n return fakeElement;\n}\n;// CONCATENATED MODULE: ./src/actions/copy.js\n\n\n\n/**\n * Create fake copy action wrapper using a fake element.\n * @param {String} target\n * @param {Object} options\n * @return {String}\n */\n\nvar fakeCopyAction = function fakeCopyAction(value, options) {\n var fakeElement = createFakeElement(value);\n options.container.appendChild(fakeElement);\n var selectedText = select_default()(fakeElement);\n command('copy');\n fakeElement.remove();\n return selectedText;\n};\n/**\n * Copy action wrapper.\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @return {String}\n */\n\n\nvar ClipboardActionCopy = function ClipboardActionCopy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n var selectedText = '';\n\n if (typeof target === 'string') {\n selectedText = fakeCopyAction(target, options);\n } else if (target instanceof HTMLInputElement && !['text', 'search', 'url', 'tel', 'password'].includes(target === null || target === void 0 ? void 0 : target.type)) {\n // If input type doesn't support `setSelectionRange`. Simulate it. https://developer.mozilla.org/en-US/docs/Web/API/HTMLInputElement/setSelectionRange\n selectedText = fakeCopyAction(target.value, options);\n } else {\n selectedText = select_default()(target);\n command('copy');\n }\n\n return selectedText;\n};\n\n/* harmony default export */ var actions_copy = (ClipboardActionCopy);\n;// CONCATENATED MODULE: ./src/actions/default.js\nfunction _typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { _typeof = function _typeof(obj) { return typeof obj; }; } else { _typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return _typeof(obj); }\n\n\n\n/**\n * Inner function which performs selection from either `text` or `target`\n * properties and then executes copy or cut operations.\n * @param {Object} options\n */\n\nvar ClipboardActionDefault = function ClipboardActionDefault() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n // Defines base properties passed from constructor.\n var _options$action = options.action,\n action = _options$action === void 0 ? 'copy' : _options$action,\n container = options.container,\n target = options.target,\n text = options.text; // Sets the `action` to be performed which can be either 'copy' or 'cut'.\n\n if (action !== 'copy' && action !== 'cut') {\n throw new Error('Invalid \"action\" value, use either \"copy\" or \"cut\"');\n } // Sets the `target` property using an element that will be have its content copied.\n\n\n if (target !== undefined) {\n if (target && _typeof(target) === 'object' && target.nodeType === 1) {\n if (action === 'copy' && target.hasAttribute('disabled')) {\n throw new Error('Invalid \"target\" attribute. Please use \"readonly\" instead of \"disabled\" attribute');\n }\n\n if (action === 'cut' && (target.hasAttribute('readonly') || target.hasAttribute('disabled'))) {\n throw new Error('Invalid \"target\" attribute. You can\\'t cut text from elements with \"readonly\" or \"disabled\" attributes');\n }\n } else {\n throw new Error('Invalid \"target\" value, use a valid Element');\n }\n } // Define selection strategy based on `text` property.\n\n\n if (text) {\n return actions_copy(text, {\n container: container\n });\n } // Defines which selection strategy based on `target` property.\n\n\n if (target) {\n return action === 'cut' ? actions_cut(target) : actions_copy(target, {\n container: container\n });\n }\n};\n\n/* harmony default export */ var actions_default = (ClipboardActionDefault);\n;// CONCATENATED MODULE: ./src/clipboard.js\nfunction clipboard_typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { clipboard_typeof = function _typeof(obj) { return typeof obj; }; } else { clipboard_typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return clipboard_typeof(obj); }\n\nfunction _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError(\"Cannot call a class as a function\"); } }\n\nfunction _defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if (\"value\" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } }\n\nfunction _createClass(Constructor, protoProps, staticProps) { if (protoProps) _defineProperties(Constructor.prototype, protoProps); if (staticProps) _defineProperties(Constructor, staticProps); return Constructor; }\n\nfunction _inherits(subClass, superClass) { if (typeof superClass !== \"function\" && superClass !== null) { throw new TypeError(\"Super expression must either be null or a function\"); } subClass.prototype = Object.create(superClass && superClass.prototype, { constructor: { value: subClass, writable: true, configurable: true } }); if (superClass) _setPrototypeOf(subClass, superClass); }\n\nfunction _setPrototypeOf(o, p) { _setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(o, p) { o.__proto__ = p; return o; }; return _setPrototypeOf(o, p); }\n\nfunction _createSuper(Derived) { var hasNativeReflectConstruct = _isNativeReflectConstruct(); return function _createSuperInternal() { var Super = _getPrototypeOf(Derived), result; if (hasNativeReflectConstruct) { var NewTarget = _getPrototypeOf(this).constructor; result = Reflect.construct(Super, arguments, NewTarget); } else { result = Super.apply(this, arguments); } return _possibleConstructorReturn(this, result); }; }\n\nfunction _possibleConstructorReturn(self, call) { if (call && (clipboard_typeof(call) === \"object\" || typeof call === \"function\")) { return call; } return _assertThisInitialized(self); }\n\nfunction _assertThisInitialized(self) { if (self === void 0) { throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\"); } return self; }\n\nfunction _isNativeReflectConstruct() { if (typeof Reflect === \"undefined\" || !Reflect.construct) return false; if (Reflect.construct.sham) return false; if (typeof Proxy === \"function\") return true; try { Date.prototype.toString.call(Reflect.construct(Date, [], function () {})); return true; } catch (e) { return false; } }\n\nfunction _getPrototypeOf(o) { _getPrototypeOf = Object.setPrototypeOf ? Object.getPrototypeOf : function _getPrototypeOf(o) { return o.__proto__ || Object.getPrototypeOf(o); }; return _getPrototypeOf(o); }\n\n\n\n\n\n\n/**\n * Helper function to retrieve attribute value.\n * @param {String} suffix\n * @param {Element} element\n */\n\nfunction getAttributeValue(suffix, element) {\n var attribute = \"data-clipboard-\".concat(suffix);\n\n if (!element.hasAttribute(attribute)) {\n return;\n }\n\n return element.getAttribute(attribute);\n}\n/**\n * Base class which takes one or more elements, adds event listeners to them,\n * and instantiates a new `ClipboardAction` on each click.\n */\n\n\nvar Clipboard = /*#__PURE__*/function (_Emitter) {\n _inherits(Clipboard, _Emitter);\n\n var _super = _createSuper(Clipboard);\n\n /**\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n * @param {Object} options\n */\n function Clipboard(trigger, options) {\n var _this;\n\n _classCallCheck(this, Clipboard);\n\n _this = _super.call(this);\n\n _this.resolveOptions(options);\n\n _this.listenClick(trigger);\n\n return _this;\n }\n /**\n * Defines if attributes would be resolved using internal setter functions\n * or custom functions that were passed in the constructor.\n * @param {Object} options\n */\n\n\n _createClass(Clipboard, [{\n key: \"resolveOptions\",\n value: function resolveOptions() {\n var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n this.action = typeof options.action === 'function' ? options.action : this.defaultAction;\n this.target = typeof options.target === 'function' ? options.target : this.defaultTarget;\n this.text = typeof options.text === 'function' ? options.text : this.defaultText;\n this.container = clipboard_typeof(options.container) === 'object' ? options.container : document.body;\n }\n /**\n * Adds a click event listener to the passed trigger.\n * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n */\n\n }, {\n key: \"listenClick\",\n value: function listenClick(trigger) {\n var _this2 = this;\n\n this.listener = listen_default()(trigger, 'click', function (e) {\n return _this2.onClick(e);\n });\n }\n /**\n * Defines a new `ClipboardAction` on each click event.\n * @param {Event} e\n */\n\n }, {\n key: \"onClick\",\n value: function onClick(e) {\n var trigger = e.delegateTarget || e.currentTarget;\n var action = this.action(trigger) || 'copy';\n var text = actions_default({\n action: action,\n container: this.container,\n target: this.target(trigger),\n text: this.text(trigger)\n }); // Fires an event based on the copy operation result.\n\n this.emit(text ? 'success' : 'error', {\n action: action,\n text: text,\n trigger: trigger,\n clearSelection: function clearSelection() {\n if (trigger) {\n trigger.focus();\n }\n\n window.getSelection().removeAllRanges();\n }\n });\n }\n /**\n * Default `action` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultAction\",\n value: function defaultAction(trigger) {\n return getAttributeValue('action', trigger);\n }\n /**\n * Default `target` lookup function.\n * @param {Element} trigger\n */\n\n }, {\n key: \"defaultTarget\",\n value: function defaultTarget(trigger) {\n var selector = getAttributeValue('target', trigger);\n\n if (selector) {\n return document.querySelector(selector);\n }\n }\n /**\n * Allow fire programmatically a copy action\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @returns Text copied.\n */\n\n }, {\n key: \"defaultText\",\n\n /**\n * Default `text` lookup function.\n * @param {Element} trigger\n */\n value: function defaultText(trigger) {\n return getAttributeValue('text', trigger);\n }\n /**\n * Destroy lifecycle.\n */\n\n }, {\n key: \"destroy\",\n value: function destroy() {\n this.listener.destroy();\n }\n }], [{\n key: \"copy\",\n value: function copy(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n container: document.body\n };\n return actions_copy(target, options);\n }\n /**\n * Allow fire programmatically a cut action\n * @param {String|HTMLElement} target\n * @returns Text cutted.\n */\n\n }, {\n key: \"cut\",\n value: function cut(target) {\n return actions_cut(target);\n }\n /**\n * Returns the support of the given action, or all actions if no action is\n * given.\n * @param {String} [action]\n */\n\n }, {\n key: \"isSupported\",\n value: function isSupported() {\n var action = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : ['copy', 'cut'];\n var actions = typeof action === 'string' ? [action] : action;\n var support = !!document.queryCommandSupported;\n actions.forEach(function (action) {\n support = support && !!document.queryCommandSupported(action);\n });\n return support;\n }\n }]);\n\n return Clipboard;\n}((tiny_emitter_default()));\n\n/* harmony default export */ var clipboard = (Clipboard);\n\n/***/ }),\n\n/***/ 828:\n/***/ (function(module) {\n\nvar DOCUMENT_NODE_TYPE = 9;\n\n/**\n * A polyfill for Element.matches()\n */\nif (typeof Element !== 'undefined' && !Element.prototype.matches) {\n var proto = Element.prototype;\n\n proto.matches = proto.matchesSelector ||\n proto.mozMatchesSelector ||\n proto.msMatchesSelector ||\n proto.oMatchesSelector ||\n proto.webkitMatchesSelector;\n}\n\n/**\n * Finds the closest parent that matches a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @return {Function}\n */\nfunction closest (element, selector) {\n while (element && element.nodeType !== DOCUMENT_NODE_TYPE) {\n if (typeof element.matches === 'function' &&\n element.matches(selector)) {\n return element;\n }\n element = element.parentNode;\n }\n}\n\nmodule.exports = closest;\n\n\n/***/ }),\n\n/***/ 438:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar closest = __webpack_require__(828);\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction _delegate(element, selector, type, callback, useCapture) {\n var listenerFn = listener.apply(this, arguments);\n\n element.addEventListener(type, listenerFn, useCapture);\n\n return {\n destroy: function() {\n element.removeEventListener(type, listenerFn, useCapture);\n }\n }\n}\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element|String|Array} [elements]\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction delegate(elements, selector, type, callback, useCapture) {\n // Handle the regular Element usage\n if (typeof elements.addEventListener === 'function') {\n return _delegate.apply(null, arguments);\n }\n\n // Handle Element-less usage, it defaults to global delegation\n if (typeof type === 'function') {\n // Use `document` as the first parameter, then apply arguments\n // This is a short way to .unshift `arguments` without running into deoptimizations\n return _delegate.bind(null, document).apply(null, arguments);\n }\n\n // Handle Selector-based usage\n if (typeof elements === 'string') {\n elements = document.querySelectorAll(elements);\n }\n\n // Handle Array-like based usage\n return Array.prototype.map.call(elements, function (element) {\n return _delegate(element, selector, type, callback, useCapture);\n });\n}\n\n/**\n * Finds closest match and invokes callback.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Function}\n */\nfunction listener(element, selector, type, callback) {\n return function(e) {\n e.delegateTarget = closest(e.target, selector);\n\n if (e.delegateTarget) {\n callback.call(element, e);\n }\n }\n}\n\nmodule.exports = delegate;\n\n\n/***/ }),\n\n/***/ 879:\n/***/ (function(__unused_webpack_module, exports) {\n\n/**\n * Check if argument is a HTML element.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.node = function(value) {\n return value !== undefined\n && value instanceof HTMLElement\n && value.nodeType === 1;\n};\n\n/**\n * Check if argument is a list of HTML elements.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.nodeList = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return value !== undefined\n && (type === '[object NodeList]' || type === '[object HTMLCollection]')\n && ('length' in value)\n && (value.length === 0 || exports.node(value[0]));\n};\n\n/**\n * Check if argument is a string.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.string = function(value) {\n return typeof value === 'string'\n || value instanceof String;\n};\n\n/**\n * Check if argument is a function.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.fn = function(value) {\n var type = Object.prototype.toString.call(value);\n\n return type === '[object Function]';\n};\n\n\n/***/ }),\n\n/***/ 370:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar is = __webpack_require__(879);\nvar delegate = __webpack_require__(438);\n\n/**\n * Validates all params and calls the right\n * listener function based on its target type.\n *\n * @param {String|HTMLElement|HTMLCollection|NodeList} target\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listen(target, type, callback) {\n if (!target && !type && !callback) {\n throw new Error('Missing required arguments');\n }\n\n if (!is.string(type)) {\n throw new TypeError('Second argument must be a String');\n }\n\n if (!is.fn(callback)) {\n throw new TypeError('Third argument must be a Function');\n }\n\n if (is.node(target)) {\n return listenNode(target, type, callback);\n }\n else if (is.nodeList(target)) {\n return listenNodeList(target, type, callback);\n }\n else if (is.string(target)) {\n return listenSelector(target, type, callback);\n }\n else {\n throw new TypeError('First argument must be a String, HTMLElement, HTMLCollection, or NodeList');\n }\n}\n\n/**\n * Adds an event listener to a HTML element\n * and returns a remove listener function.\n *\n * @param {HTMLElement} node\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNode(node, type, callback) {\n node.addEventListener(type, callback);\n\n return {\n destroy: function() {\n node.removeEventListener(type, callback);\n }\n }\n}\n\n/**\n * Add an event listener to a list of HTML elements\n * and returns a remove listener function.\n *\n * @param {NodeList|HTMLCollection} nodeList\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNodeList(nodeList, type, callback) {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.addEventListener(type, callback);\n });\n\n return {\n destroy: function() {\n Array.prototype.forEach.call(nodeList, function(node) {\n node.removeEventListener(type, callback);\n });\n }\n }\n}\n\n/**\n * Add an event listener to a selector\n * and returns a remove listener function.\n *\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenSelector(selector, type, callback) {\n return delegate(document.body, selector, type, callback);\n}\n\nmodule.exports = listen;\n\n\n/***/ }),\n\n/***/ 817:\n/***/ (function(module) {\n\nfunction select(element) {\n var selectedText;\n\n if (element.nodeName === 'SELECT') {\n element.focus();\n\n selectedText = element.value;\n }\n else if (element.nodeName === 'INPUT' || element.nodeName === 'TEXTAREA') {\n var isReadOnly = element.hasAttribute('readonly');\n\n if (!isReadOnly) {\n element.setAttribute('readonly', '');\n }\n\n element.select();\n element.setSelectionRange(0, element.value.length);\n\n if (!isReadOnly) {\n element.removeAttribute('readonly');\n }\n\n selectedText = element.value;\n }\n else {\n if (element.hasAttribute('contenteditable')) {\n element.focus();\n }\n\n var selection = window.getSelection();\n var range = document.createRange();\n\n range.selectNodeContents(element);\n selection.removeAllRanges();\n selection.addRange(range);\n\n selectedText = selection.toString();\n }\n\n return selectedText;\n}\n\nmodule.exports = select;\n\n\n/***/ }),\n\n/***/ 279:\n/***/ (function(module) {\n\nfunction E () {\n // Keep this empty so it's easier to inherit from\n // (via https://github.com/lipsmack from https://github.com/scottcorgan/tiny-emitter/issues/3)\n}\n\nE.prototype = {\n on: function (name, callback, ctx) {\n var e = this.e || (this.e = {});\n\n (e[name] || (e[name] = [])).push({\n fn: callback,\n ctx: ctx\n });\n\n return this;\n },\n\n once: function (name, callback, ctx) {\n var self = this;\n function listener () {\n self.off(name, listener);\n callback.apply(ctx, arguments);\n };\n\n listener._ = callback\n return this.on(name, listener, ctx);\n },\n\n emit: function (name) {\n var data = [].slice.call(arguments, 1);\n var evtArr = ((this.e || (this.e = {}))[name] || []).slice();\n var i = 0;\n var len = evtArr.length;\n\n for (i; i < len; i++) {\n evtArr[i].fn.apply(evtArr[i].ctx, data);\n }\n\n return this;\n },\n\n off: function (name, callback) {\n var e = this.e || (this.e = {});\n var evts = e[name];\n var liveEvents = [];\n\n if (evts && callback) {\n for (var i = 0, len = evts.length; i < len; i++) {\n if (evts[i].fn !== callback && evts[i].fn._ !== callback)\n liveEvents.push(evts[i]);\n }\n }\n\n // Remove event from queue to prevent memory leak\n // Suggested by https://github.com/lazd\n // Ref: https://github.com/scottcorgan/tiny-emitter/commit/c6ebfaa9bc973b33d110a84a307742b7cf94c953#commitcomment-5024910\n\n (liveEvents.length)\n ? e[name] = liveEvents\n : delete e[name];\n\n return this;\n }\n};\n\nmodule.exports = E;\nmodule.exports.TinyEmitter = E;\n\n\n/***/ })\n\n/******/ \t});\n/************************************************************************/\n/******/ \t// The module cache\n/******/ \tvar __webpack_module_cache__ = {};\n/******/ \t\n/******/ \t// The require function\n/******/ \tfunction __webpack_require__(moduleId) {\n/******/ \t\t// Check if module is in cache\n/******/ \t\tif(__webpack_module_cache__[moduleId]) {\n/******/ \t\t\treturn __webpack_module_cache__[moduleId].exports;\n/******/ \t\t}\n/******/ \t\t// Create a new module (and put it into the cache)\n/******/ \t\tvar module = __webpack_module_cache__[moduleId] = {\n/******/ \t\t\t// no module.id needed\n/******/ \t\t\t// no module.loaded needed\n/******/ \t\t\texports: {}\n/******/ \t\t};\n/******/ \t\n/******/ \t\t// Execute the module function\n/******/ \t\t__webpack_modules__[moduleId](module, module.exports, __webpack_require__);\n/******/ \t\n/******/ \t\t// Return the exports of the module\n/******/ \t\treturn module.exports;\n/******/ \t}\n/******/ \t\n/************************************************************************/\n/******/ \t/* webpack/runtime/compat get default export */\n/******/ \t!function() {\n/******/ \t\t// getDefaultExport function for compatibility with non-harmony modules\n/******/ \t\t__webpack_require__.n = function(module) {\n/******/ \t\t\tvar getter = module && module.__esModule ?\n/******/ \t\t\t\tfunction() { return module['default']; } :\n/******/ \t\t\t\tfunction() { return module; };\n/******/ \t\t\t__webpack_require__.d(getter, { a: getter });\n/******/ \t\t\treturn getter;\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/define property getters */\n/******/ \t!function() {\n/******/ \t\t// define getter functions for harmony exports\n/******/ \t\t__webpack_require__.d = function(exports, definition) {\n/******/ \t\t\tfor(var key in definition) {\n/******/ \t\t\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n/******/ \t\t\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n/******/ \t\t\t\t}\n/******/ \t\t\t}\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/hasOwnProperty shorthand */\n/******/ \t!function() {\n/******/ \t\t__webpack_require__.o = function(obj, prop) { return Object.prototype.hasOwnProperty.call(obj, prop); }\n/******/ \t}();\n/******/ \t\n/************************************************************************/\n/******/ \t// module exports must be returned from runtime so entry inlining is disabled\n/******/ \t// startup\n/******/ \t// Load entry module and return exports\n/******/ \treturn __webpack_require__(686);\n/******/ })()\n.default;\n});", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n var str = '' + string;\n var match = matchHtmlRegExp.exec(str);\n\n if (!match) {\n return str;\n }\n\n var escape;\n var html = '';\n var index = 0;\n var lastIndex = 0;\n\n for (index = match.index; index < str.length; index++) {\n switch (str.charCodeAt(index)) {\n case 34: // \"\n escape = '"';\n break;\n case 38: // &\n escape = '&';\n break;\n case 39: // '\n escape = ''';\n break;\n case 60: // <\n escape = '<';\n break;\n case 62: // >\n escape = '>';\n break;\n default:\n continue;\n }\n\n if (lastIndex !== index) {\n html += str.substring(lastIndex, index);\n }\n\n lastIndex = index + 1;\n html += escape;\n }\n\n return lastIndex !== index\n ? html + str.substring(lastIndex, index)\n : html;\n}\n", "Array.prototype.flat||Object.defineProperty(Array.prototype,\"flat\",{configurable:!0,value:function r(){var t=isNaN(arguments[0])?1:Number(arguments[0]);return t?Array.prototype.reduce.call(this,function(a,e){return Array.isArray(e)?a.push.apply(a,r.call(e,t-1)):a.push(e),a},[]):Array.prototype.slice.call(this)},writable:!0}),Array.prototype.flatMap||Object.defineProperty(Array.prototype,\"flatMap\",{configurable:!0,value:function(r){return Array.prototype.map.apply(this,arguments).flat()},writable:!0})\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport \"array-flat-polyfill\"\nimport \"focus-visible\"\nimport \"unfetch/polyfill\"\nimport \"url-polyfill\"\n\nimport {\n EMPTY,\n NEVER,\n Subject,\n defer,\n delay,\n filter,\n map,\n merge,\n mergeWith,\n shareReplay,\n switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"./_\"\nimport {\n at,\n getOptionalElement,\n requestJSON,\n setToggle,\n watchDocument,\n watchKeyboard,\n watchLocation,\n watchLocationTarget,\n watchMedia,\n watchPrint,\n watchViewport\n} from \"./browser\"\nimport {\n getComponentElement,\n getComponentElements,\n mountBackToTop,\n mountContent,\n mountDialog,\n mountHeader,\n mountHeaderTitle,\n mountPalette,\n mountSearch,\n mountSearchHiglight,\n mountSidebar,\n mountSource,\n mountTableOfContents,\n mountTabs,\n watchHeader,\n watchMain\n} from \"./components\"\nimport {\n SearchIndex,\n setupClipboardJS,\n setupInstantLoading,\n setupVersionSelector\n} from \"./integrations\"\nimport {\n patchIndeterminate,\n patchScrollfix,\n patchScrolllock\n} from \"./patches\"\nimport \"./polyfills\"\n\n/* ----------------------------------------------------------------------------\n * Application\n * ------------------------------------------------------------------------- */\n\n/* Yay, JavaScript is available */\ndocument.documentElement.classList.remove(\"no-js\")\ndocument.documentElement.classList.add(\"js\")\n\n/* Set up navigation observables and subjects */\nconst document$ = watchDocument()\nconst location$ = watchLocation()\nconst target$ = watchLocationTarget()\nconst keyboard$ = watchKeyboard()\n\n/* Set up media observables */\nconst viewport$ = watchViewport()\nconst tablet$ = watchMedia(\"(min-width: 960px)\")\nconst screen$ = watchMedia(\"(min-width: 1220px)\")\nconst print$ = watchPrint()\n\n/* Retrieve search index, if search is enabled */\nconst config = configuration()\nconst index$ = document.forms.namedItem(\"search\")\n ? __search?.index || requestJSON(\n new URL(\"search/search_index.json\", config.base)\n )\n : NEVER\n\n/* Set up Clipboard.js integration */\nconst alert$ = new Subject()\nsetupClipboardJS({ alert$ })\n\n/* Set up instant loading, if enabled */\nif (feature(\"navigation.instant\"))\n setupInstantLoading({ document$, location$, viewport$ })\n\n/* Set up version selector */\nif (config.version?.provider === \"mike\")\n setupVersionSelector({ document$ })\n\n/* Always close drawer and search on navigation */\nmerge(location$, target$)\n .pipe(\n delay(125)\n )\n .subscribe(() => {\n setToggle(\"drawer\", false)\n setToggle(\"search\", false)\n })\n\n/* Set up global keyboard handlers */\nkeyboard$\n .pipe(\n filter(({ mode }) => mode === \"global\")\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Go to previous page */\n case \"p\":\n case \",\":\n const prev = getOptionalElement(\"[href][rel=prev]\")\n if (typeof prev !== \"undefined\")\n prev.click()\n break\n\n /* Go to next page */\n case \"n\":\n case \".\":\n const next = getOptionalElement(\"[href][rel=next]\")\n if (typeof next !== \"undefined\")\n next.click()\n break\n }\n })\n\n/* Set up patches */\npatchIndeterminate({ document$, tablet$ })\npatchScrollfix({ document$ })\npatchScrolllock({ viewport$, tablet$ })\n\n/* Set up header and main area observable */\nconst header$ = watchHeader(getComponentElement(\"header\"), { viewport$ })\nconst main$ = document$\n .pipe(\n map(() => getComponentElement(\"main\")),\n switchMap(el => watchMain(el, { viewport$, header$ })),\n shareReplay(1)\n )\n\n/* Set up control component observables */\nconst control$ = merge(\n\n /* Dialog */\n ...getComponentElements(\"dialog\")\n .map(el => mountDialog(el, { alert$ })),\n\n /* Header */\n ...getComponentElements(\"header\")\n .map(el => mountHeader(el, { viewport$, header$, main$ })),\n\n /* Color palette */\n ...getComponentElements(\"palette\")\n .map(el => mountPalette(el)),\n\n /* Search */\n ...getComponentElements(\"search\")\n .map(el => mountSearch(el, { index$, keyboard$ })),\n\n /* Repository information */\n ...getComponentElements(\"source\")\n .map(el => mountSource(el))\n)\n\n/* Set up content component observables */\nconst content$ = defer(() => merge(\n\n /* Content */\n ...getComponentElements(\"content\")\n .map(el => mountContent(el, { target$, print$ })),\n\n /* Search highlighting */\n ...getComponentElements(\"content\")\n .map(el => feature(\"search.highlight\")\n ? mountSearchHiglight(el, { index$, location$ })\n : EMPTY\n ),\n\n /* Header title */\n ...getComponentElements(\"header-title\")\n .map(el => mountHeaderTitle(el, { viewport$, header$ })),\n\n /* Sidebar */\n ...getComponentElements(\"sidebar\")\n .map(el => el.getAttribute(\"data-md-type\") === \"navigation\"\n ? at(screen$, () => mountSidebar(el, { viewport$, header$, main$ }))\n : at(tablet$, () => mountSidebar(el, { viewport$, header$, main$ }))\n ),\n\n /* Navigation tabs */\n ...getComponentElements(\"tabs\")\n .map(el => mountTabs(el, { viewport$, header$ })),\n\n /* Table of contents */\n ...getComponentElements(\"toc\")\n .map(el => mountTableOfContents(el, { viewport$, header$, target$ })),\n\n /* Back-to-top button */\n ...getComponentElements(\"top\")\n .map(el => mountBackToTop(el, { viewport$, header$, main$, target$ }))\n))\n\n/* Set up component observables */\nconst component$ = document$\n .pipe(\n switchMap(() => content$),\n mergeWith(control$),\n shareReplay(1)\n )\n\n/* Subscribe to all components */\ncomponent$.subscribe()\n\n/* ----------------------------------------------------------------------------\n * Exports\n * ------------------------------------------------------------------------- */\n\nwindow.document$ = document$ /* Document observable */\nwindow.location$ = location$ /* Location subject */\nwindow.target$ = target$ /* Location target observable */\nwindow.keyboard$ = keyboard$ /* Keyboard observable */\nwindow.viewport$ = viewport$ /* Viewport observable */\nwindow.tablet$ = tablet$ /* Media tablet observable */\nwindow.screen$ = screen$ /* Media screen observable */\nwindow.print$ = print$ /* Media print observable */\nwindow.alert$ = alert$ /* Alert subject */\nwindow.component$ = component$ /* Component observable */\n", "self.fetch||(self.fetch=function(e,n){return n=n||{},new Promise(function(t,s){var r=new XMLHttpRequest,o=[],u=[],i={},a=function(){return{ok:2==(r.status/100|0),statusText:r.statusText,status:r.status,url:r.responseURL,text:function(){return Promise.resolve(r.responseText)},json:function(){return Promise.resolve(r.responseText).then(JSON.parse)},blob:function(){return Promise.resolve(new Blob([r.response]))},clone:a,headers:{keys:function(){return o},entries:function(){return u},get:function(e){return i[e.toLowerCase()]},has:function(e){return e.toLowerCase()in i}}}};for(var c in r.open(n.method||\"get\",e,!0),r.onload=function(){r.getAllResponseHeaders().replace(/^(.*?):[^\\S\\n]*([\\s\\S]*?)$/gm,function(e,n,t){o.push(n=n.toLowerCase()),u.push([n,t]),i[n]=i[n]?i[n]+\",\"+t:t}),t(a())},r.onerror=s,r.withCredentials=\"include\"==n.credentials,n.headers)r.setRequestHeader(c,n.headers[c]);r.send(n.body||null)})});\n", "import tslib from '../tslib.js';\r\nconst {\r\n __extends,\r\n __assign,\r\n __rest,\r\n __decorate,\r\n __param,\r\n __metadata,\r\n __awaiter,\r\n __generator,\r\n __exportStar,\r\n __createBinding,\r\n __values,\r\n __read,\r\n __spread,\r\n __spreadArrays,\r\n __spreadArray,\r\n __await,\r\n __asyncGenerator,\r\n __asyncDelegator,\r\n __asyncValues,\r\n __makeTemplateObject,\r\n __importStar,\r\n __importDefault,\r\n __classPrivateFieldGet,\r\n __classPrivateFieldSet,\r\n} = tslib;\r\nexport {\r\n __extends,\r\n __assign,\r\n __rest,\r\n __decorate,\r\n __param,\r\n __metadata,\r\n __awaiter,\r\n __generator,\r\n __exportStar,\r\n __createBinding,\r\n __values,\r\n __read,\r\n __spread,\r\n __spreadArrays,\r\n __spreadArray,\r\n __await,\r\n __asyncGenerator,\r\n __asyncDelegator,\r\n __asyncValues,\r\n __makeTemplateObject,\r\n __importStar,\r\n __importDefault,\r\n __classPrivateFieldGet,\r\n __classPrivateFieldSet,\r\n};\r\n", null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n ReplaySubject,\n Subject,\n fromEvent\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch document\n *\n * Documents are implemented as subjects, so all downstream observables are\n * automatically updated when a new document is emitted.\n *\n * @returns Document subject\n */\nexport function watchDocument(): Subject {\n const document$ = new ReplaySubject(1)\n fromEvent(document, \"DOMContentLoaded\", { once: true })\n .subscribe(() => document$.next(document))\n\n /* Return document */\n return document$\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve all elements matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getElements(\n selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T][]\n\nexport function getElements(\n selector: string, node?: ParentNode\n): T[]\n\nexport function getElements(\n selector: string, node: ParentNode = document\n): T[] {\n return Array.from(node.querySelectorAll(selector))\n}\n\n/**\n * Retrieve an element matching a query selector or throw a reference error\n *\n * Note that this function assumes that the element is present. If unsure if an\n * element is existent, use the `getOptionalElement` function instead.\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getElement(\n selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T]\n\nexport function getElement(\n selector: string, node?: ParentNode\n): T\n\nexport function getElement(\n selector: string, node: ParentNode = document\n): T {\n const el = getOptionalElement(selector, node)\n if (typeof el === \"undefined\")\n throw new ReferenceError(\n `Missing element: expected \"${selector}\" to be present`\n )\n\n /* Return element */\n return el\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Retrieve an optional element matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element or nothing\n */\nexport function getOptionalElement(\n selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T] | undefined\n\nexport function getOptionalElement(\n selector: string, node?: ParentNode\n): T | undefined\n\nexport function getOptionalElement(\n selector: string, node: ParentNode = document\n): T | undefined {\n return node.querySelector(selector) || undefined\n}\n\n/**\n * Retrieve the currently active element\n *\n * @returns Element or nothing\n */\nexport function getActiveElement(): HTMLElement | undefined {\n return document.activeElement instanceof HTMLElement\n ? document.activeElement || undefined\n : undefined\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n debounceTime,\n distinctUntilChanged,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\nimport { getActiveElement } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch element focus\n *\n * Previously, this function used `focus` and `blur` events to determine whether\n * an element is focused, but this doesn't work if there are focusable elements\n * within the elements itself. A better solutions are `focusin` and `focusout`\n * events, which bubble up the tree and allow for more fine-grained control.\n *\n * `debounceTime` is necessary, because when a focus change happens inside an\n * element, the observable would first emit `false` and then `true` again.\n *\n * @param el - Element\n *\n * @returns Element focus observable\n */\nexport function watchElementFocus(\n el: HTMLElement\n): Observable {\n return merge(\n fromEvent(document.body, \"focusin\"),\n fromEvent(document.body, \"focusout\")\n )\n .pipe(\n debounceTime(1),\n map(() => {\n const active = getActiveElement()\n return typeof active !== \"undefined\"\n ? el.contains(active)\n : false\n }),\n startWith(el === getActiveElement()),\n distinctUntilChanged()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n animationFrameScheduler,\n auditTime,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Element offset\n */\nexport interface ElementOffset {\n x: number /* Horizontal offset */\n y: number /* Vertical offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element offset\n *\n * @param el - Element\n *\n * @returns Element offset\n */\nexport function getElementOffset(\n el: HTMLElement\n): ElementOffset {\n return {\n x: el.offsetLeft,\n y: el.offsetTop\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element offset\n *\n * @param el - Element\n *\n * @returns Element offset observable\n */\nexport function watchElementOffset(\n el: HTMLElement\n): Observable {\n return merge(\n fromEvent(window, \"load\"),\n fromEvent(window, \"resize\")\n )\n .pipe(\n auditTime(0, animationFrameScheduler),\n map(() => getElementOffset(el)),\n startWith(getElementOffset(el))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n animationFrameScheduler,\n auditTime,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\nimport { ElementOffset } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element content offset (= scroll offset)\n *\n * @param el - Element\n *\n * @returns Element content offset\n */\nexport function getElementContentOffset(\n el: HTMLElement\n): ElementOffset {\n return {\n x: el.scrollLeft,\n y: el.scrollTop\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element content offset\n *\n * @param el - Element\n *\n * @returns Element content offset observable\n */\nexport function watchElementContentOffset(\n el: HTMLElement\n): Observable {\n return merge(\n fromEvent(el, \"scroll\"),\n fromEvent(window, \"resize\")\n )\n .pipe(\n auditTime(0, animationFrameScheduler),\n map(() => getElementContentOffset(el)),\n startWith(getElementContentOffset(el))\n )\n}\n", "/**\r\n * A collection of shims that provide minimal functionality of the ES6 collections.\r\n *\r\n * These implementations are not meant to be used outside of the ResizeObserver\r\n * modules as they cover only a limited range of use cases.\r\n */\r\n/* eslint-disable require-jsdoc, valid-jsdoc */\r\nvar MapShim = (function () {\r\n if (typeof Map !== 'undefined') {\r\n return Map;\r\n }\r\n /**\r\n * Returns index in provided array that matches the specified key.\r\n *\r\n * @param {Array} arr\r\n * @param {*} key\r\n * @returns {number}\r\n */\r\n function getIndex(arr, key) {\r\n var result = -1;\r\n arr.some(function (entry, index) {\r\n if (entry[0] === key) {\r\n result = index;\r\n return true;\r\n }\r\n return false;\r\n });\r\n return result;\r\n }\r\n return /** @class */ (function () {\r\n function class_1() {\r\n this.__entries__ = [];\r\n }\r\n Object.defineProperty(class_1.prototype, \"size\", {\r\n /**\r\n * @returns {boolean}\r\n */\r\n get: function () {\r\n return this.__entries__.length;\r\n },\r\n enumerable: true,\r\n configurable: true\r\n });\r\n /**\r\n * @param {*} key\r\n * @returns {*}\r\n */\r\n class_1.prototype.get = function (key) {\r\n var index = getIndex(this.__entries__, key);\r\n var entry = this.__entries__[index];\r\n return entry && entry[1];\r\n };\r\n /**\r\n * @param {*} key\r\n * @param {*} value\r\n * @returns {void}\r\n */\r\n class_1.prototype.set = function (key, value) {\r\n var index = getIndex(this.__entries__, key);\r\n if (~index) {\r\n this.__entries__[index][1] = value;\r\n }\r\n else {\r\n this.__entries__.push([key, value]);\r\n }\r\n };\r\n /**\r\n * @param {*} key\r\n * @returns {void}\r\n */\r\n class_1.prototype.delete = function (key) {\r\n var entries = this.__entries__;\r\n var index = getIndex(entries, key);\r\n if (~index) {\r\n entries.splice(index, 1);\r\n }\r\n };\r\n /**\r\n * @param {*} key\r\n * @returns {void}\r\n */\r\n class_1.prototype.has = function (key) {\r\n return !!~getIndex(this.__entries__, key);\r\n };\r\n /**\r\n * @returns {void}\r\n */\r\n class_1.prototype.clear = function () {\r\n this.__entries__.splice(0);\r\n };\r\n /**\r\n * @param {Function} callback\r\n * @param {*} [ctx=null]\r\n * @returns {void}\r\n */\r\n class_1.prototype.forEach = function (callback, ctx) {\r\n if (ctx === void 0) { ctx = null; }\r\n for (var _i = 0, _a = this.__entries__; _i < _a.length; _i++) {\r\n var entry = _a[_i];\r\n callback.call(ctx, entry[1], entry[0]);\r\n }\r\n };\r\n return class_1;\r\n }());\r\n})();\n\n/**\r\n * Detects whether window and document objects are available in current environment.\r\n */\r\nvar isBrowser = typeof window !== 'undefined' && typeof document !== 'undefined' && window.document === document;\n\n// Returns global object of a current environment.\r\nvar global$1 = (function () {\r\n if (typeof global !== 'undefined' && global.Math === Math) {\r\n return global;\r\n }\r\n if (typeof self !== 'undefined' && self.Math === Math) {\r\n return self;\r\n }\r\n if (typeof window !== 'undefined' && window.Math === Math) {\r\n return window;\r\n }\r\n // eslint-disable-next-line no-new-func\r\n return Function('return this')();\r\n})();\n\n/**\r\n * A shim for the requestAnimationFrame which falls back to the setTimeout if\r\n * first one is not supported.\r\n *\r\n * @returns {number} Requests' identifier.\r\n */\r\nvar requestAnimationFrame$1 = (function () {\r\n if (typeof requestAnimationFrame === 'function') {\r\n // It's required to use a bounded function because IE sometimes throws\r\n // an \"Invalid calling object\" error if rAF is invoked without the global\r\n // object on the left hand side.\r\n return requestAnimationFrame.bind(global$1);\r\n }\r\n return function (callback) { return setTimeout(function () { return callback(Date.now()); }, 1000 / 60); };\r\n})();\n\n// Defines minimum timeout before adding a trailing call.\r\nvar trailingTimeout = 2;\r\n/**\r\n * Creates a wrapper function which ensures that provided callback will be\r\n * invoked only once during the specified delay period.\r\n *\r\n * @param {Function} callback - Function to be invoked after the delay period.\r\n * @param {number} delay - Delay after which to invoke callback.\r\n * @returns {Function}\r\n */\r\nfunction throttle (callback, delay) {\r\n var leadingCall = false, trailingCall = false, lastCallTime = 0;\r\n /**\r\n * Invokes the original callback function and schedules new invocation if\r\n * the \"proxy\" was called during current request.\r\n *\r\n * @returns {void}\r\n */\r\n function resolvePending() {\r\n if (leadingCall) {\r\n leadingCall = false;\r\n callback();\r\n }\r\n if (trailingCall) {\r\n proxy();\r\n }\r\n }\r\n /**\r\n * Callback invoked after the specified delay. It will further postpone\r\n * invocation of the original function delegating it to the\r\n * requestAnimationFrame.\r\n *\r\n * @returns {void}\r\n */\r\n function timeoutCallback() {\r\n requestAnimationFrame$1(resolvePending);\r\n }\r\n /**\r\n * Schedules invocation of the original function.\r\n *\r\n * @returns {void}\r\n */\r\n function proxy() {\r\n var timeStamp = Date.now();\r\n if (leadingCall) {\r\n // Reject immediately following calls.\r\n if (timeStamp - lastCallTime < trailingTimeout) {\r\n return;\r\n }\r\n // Schedule new call to be in invoked when the pending one is resolved.\r\n // This is important for \"transitions\" which never actually start\r\n // immediately so there is a chance that we might miss one if change\r\n // happens amids the pending invocation.\r\n trailingCall = true;\r\n }\r\n else {\r\n leadingCall = true;\r\n trailingCall = false;\r\n setTimeout(timeoutCallback, delay);\r\n }\r\n lastCallTime = timeStamp;\r\n }\r\n return proxy;\r\n}\n\n// Minimum delay before invoking the update of observers.\r\nvar REFRESH_DELAY = 20;\r\n// A list of substrings of CSS properties used to find transition events that\r\n// might affect dimensions of observed elements.\r\nvar transitionKeys = ['top', 'right', 'bottom', 'left', 'width', 'height', 'size', 'weight'];\r\n// Check if MutationObserver is available.\r\nvar mutationObserverSupported = typeof MutationObserver !== 'undefined';\r\n/**\r\n * Singleton controller class which handles updates of ResizeObserver instances.\r\n */\r\nvar ResizeObserverController = /** @class */ (function () {\r\n /**\r\n * Creates a new instance of ResizeObserverController.\r\n *\r\n * @private\r\n */\r\n function ResizeObserverController() {\r\n /**\r\n * Indicates whether DOM listeners have been added.\r\n *\r\n * @private {boolean}\r\n */\r\n this.connected_ = false;\r\n /**\r\n * Tells that controller has subscribed for Mutation Events.\r\n *\r\n * @private {boolean}\r\n */\r\n this.mutationEventsAdded_ = false;\r\n /**\r\n * Keeps reference to the instance of MutationObserver.\r\n *\r\n * @private {MutationObserver}\r\n */\r\n this.mutationsObserver_ = null;\r\n /**\r\n * A list of connected observers.\r\n *\r\n * @private {Array}\r\n */\r\n this.observers_ = [];\r\n this.onTransitionEnd_ = this.onTransitionEnd_.bind(this);\r\n this.refresh = throttle(this.refresh.bind(this), REFRESH_DELAY);\r\n }\r\n /**\r\n * Adds observer to observers list.\r\n *\r\n * @param {ResizeObserverSPI} observer - Observer to be added.\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.addObserver = function (observer) {\r\n if (!~this.observers_.indexOf(observer)) {\r\n this.observers_.push(observer);\r\n }\r\n // Add listeners if they haven't been added yet.\r\n if (!this.connected_) {\r\n this.connect_();\r\n }\r\n };\r\n /**\r\n * Removes observer from observers list.\r\n *\r\n * @param {ResizeObserverSPI} observer - Observer to be removed.\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.removeObserver = function (observer) {\r\n var observers = this.observers_;\r\n var index = observers.indexOf(observer);\r\n // Remove observer if it's present in registry.\r\n if (~index) {\r\n observers.splice(index, 1);\r\n }\r\n // Remove listeners if controller has no connected observers.\r\n if (!observers.length && this.connected_) {\r\n this.disconnect_();\r\n }\r\n };\r\n /**\r\n * Invokes the update of observers. It will continue running updates insofar\r\n * it detects changes.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.refresh = function () {\r\n var changesDetected = this.updateObservers_();\r\n // Continue running updates if changes have been detected as there might\r\n // be future ones caused by CSS transitions.\r\n if (changesDetected) {\r\n this.refresh();\r\n }\r\n };\r\n /**\r\n * Updates every observer from observers list and notifies them of queued\r\n * entries.\r\n *\r\n * @private\r\n * @returns {boolean} Returns \"true\" if any observer has detected changes in\r\n * dimensions of it's elements.\r\n */\r\n ResizeObserverController.prototype.updateObservers_ = function () {\r\n // Collect observers that have active observations.\r\n var activeObservers = this.observers_.filter(function (observer) {\r\n return observer.gatherActive(), observer.hasActive();\r\n });\r\n // Deliver notifications in a separate cycle in order to avoid any\r\n // collisions between observers, e.g. when multiple instances of\r\n // ResizeObserver are tracking the same element and the callback of one\r\n // of them changes content dimensions of the observed target. Sometimes\r\n // this may result in notifications being blocked for the rest of observers.\r\n activeObservers.forEach(function (observer) { return observer.broadcastActive(); });\r\n return activeObservers.length > 0;\r\n };\r\n /**\r\n * Initializes DOM listeners.\r\n *\r\n * @private\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.connect_ = function () {\r\n // Do nothing if running in a non-browser environment or if listeners\r\n // have been already added.\r\n if (!isBrowser || this.connected_) {\r\n return;\r\n }\r\n // Subscription to the \"Transitionend\" event is used as a workaround for\r\n // delayed transitions. This way it's possible to capture at least the\r\n // final state of an element.\r\n document.addEventListener('transitionend', this.onTransitionEnd_);\r\n window.addEventListener('resize', this.refresh);\r\n if (mutationObserverSupported) {\r\n this.mutationsObserver_ = new MutationObserver(this.refresh);\r\n this.mutationsObserver_.observe(document, {\r\n attributes: true,\r\n childList: true,\r\n characterData: true,\r\n subtree: true\r\n });\r\n }\r\n else {\r\n document.addEventListener('DOMSubtreeModified', this.refresh);\r\n this.mutationEventsAdded_ = true;\r\n }\r\n this.connected_ = true;\r\n };\r\n /**\r\n * Removes DOM listeners.\r\n *\r\n * @private\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.disconnect_ = function () {\r\n // Do nothing if running in a non-browser environment or if listeners\r\n // have been already removed.\r\n if (!isBrowser || !this.connected_) {\r\n return;\r\n }\r\n document.removeEventListener('transitionend', this.onTransitionEnd_);\r\n window.removeEventListener('resize', this.refresh);\r\n if (this.mutationsObserver_) {\r\n this.mutationsObserver_.disconnect();\r\n }\r\n if (this.mutationEventsAdded_) {\r\n document.removeEventListener('DOMSubtreeModified', this.refresh);\r\n }\r\n this.mutationsObserver_ = null;\r\n this.mutationEventsAdded_ = false;\r\n this.connected_ = false;\r\n };\r\n /**\r\n * \"Transitionend\" event handler.\r\n *\r\n * @private\r\n * @param {TransitionEvent} event\r\n * @returns {void}\r\n */\r\n ResizeObserverController.prototype.onTransitionEnd_ = function (_a) {\r\n var _b = _a.propertyName, propertyName = _b === void 0 ? '' : _b;\r\n // Detect whether transition may affect dimensions of an element.\r\n var isReflowProperty = transitionKeys.some(function (key) {\r\n return !!~propertyName.indexOf(key);\r\n });\r\n if (isReflowProperty) {\r\n this.refresh();\r\n }\r\n };\r\n /**\r\n * Returns instance of the ResizeObserverController.\r\n *\r\n * @returns {ResizeObserverController}\r\n */\r\n ResizeObserverController.getInstance = function () {\r\n if (!this.instance_) {\r\n this.instance_ = new ResizeObserverController();\r\n }\r\n return this.instance_;\r\n };\r\n /**\r\n * Holds reference to the controller's instance.\r\n *\r\n * @private {ResizeObserverController}\r\n */\r\n ResizeObserverController.instance_ = null;\r\n return ResizeObserverController;\r\n}());\n\n/**\r\n * Defines non-writable/enumerable properties of the provided target object.\r\n *\r\n * @param {Object} target - Object for which to define properties.\r\n * @param {Object} props - Properties to be defined.\r\n * @returns {Object} Target object.\r\n */\r\nvar defineConfigurable = (function (target, props) {\r\n for (var _i = 0, _a = Object.keys(props); _i < _a.length; _i++) {\r\n var key = _a[_i];\r\n Object.defineProperty(target, key, {\r\n value: props[key],\r\n enumerable: false,\r\n writable: false,\r\n configurable: true\r\n });\r\n }\r\n return target;\r\n});\n\n/**\r\n * Returns the global object associated with provided element.\r\n *\r\n * @param {Object} target\r\n * @returns {Object}\r\n */\r\nvar getWindowOf = (function (target) {\r\n // Assume that the element is an instance of Node, which means that it\r\n // has the \"ownerDocument\" property from which we can retrieve a\r\n // corresponding global object.\r\n var ownerGlobal = target && target.ownerDocument && target.ownerDocument.defaultView;\r\n // Return the local global object if it's not possible extract one from\r\n // provided element.\r\n return ownerGlobal || global$1;\r\n});\n\n// Placeholder of an empty content rectangle.\r\nvar emptyRect = createRectInit(0, 0, 0, 0);\r\n/**\r\n * Converts provided string to a number.\r\n *\r\n * @param {number|string} value\r\n * @returns {number}\r\n */\r\nfunction toFloat(value) {\r\n return parseFloat(value) || 0;\r\n}\r\n/**\r\n * Extracts borders size from provided styles.\r\n *\r\n * @param {CSSStyleDeclaration} styles\r\n * @param {...string} positions - Borders positions (top, right, ...)\r\n * @returns {number}\r\n */\r\nfunction getBordersSize(styles) {\r\n var positions = [];\r\n for (var _i = 1; _i < arguments.length; _i++) {\r\n positions[_i - 1] = arguments[_i];\r\n }\r\n return positions.reduce(function (size, position) {\r\n var value = styles['border-' + position + '-width'];\r\n return size + toFloat(value);\r\n }, 0);\r\n}\r\n/**\r\n * Extracts paddings sizes from provided styles.\r\n *\r\n * @param {CSSStyleDeclaration} styles\r\n * @returns {Object} Paddings box.\r\n */\r\nfunction getPaddings(styles) {\r\n var positions = ['top', 'right', 'bottom', 'left'];\r\n var paddings = {};\r\n for (var _i = 0, positions_1 = positions; _i < positions_1.length; _i++) {\r\n var position = positions_1[_i];\r\n var value = styles['padding-' + position];\r\n paddings[position] = toFloat(value);\r\n }\r\n return paddings;\r\n}\r\n/**\r\n * Calculates content rectangle of provided SVG element.\r\n *\r\n * @param {SVGGraphicsElement} target - Element content rectangle of which needs\r\n * to be calculated.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getSVGContentRect(target) {\r\n var bbox = target.getBBox();\r\n return createRectInit(0, 0, bbox.width, bbox.height);\r\n}\r\n/**\r\n * Calculates content rectangle of provided HTMLElement.\r\n *\r\n * @param {HTMLElement} target - Element for which to calculate the content rectangle.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getHTMLElementContentRect(target) {\r\n // Client width & height properties can't be\r\n // used exclusively as they provide rounded values.\r\n var clientWidth = target.clientWidth, clientHeight = target.clientHeight;\r\n // By this condition we can catch all non-replaced inline, hidden and\r\n // detached elements. Though elements with width & height properties less\r\n // than 0.5 will be discarded as well.\r\n //\r\n // Without it we would need to implement separate methods for each of\r\n // those cases and it's not possible to perform a precise and performance\r\n // effective test for hidden elements. E.g. even jQuery's ':visible' filter\r\n // gives wrong results for elements with width & height less than 0.5.\r\n if (!clientWidth && !clientHeight) {\r\n return emptyRect;\r\n }\r\n var styles = getWindowOf(target).getComputedStyle(target);\r\n var paddings = getPaddings(styles);\r\n var horizPad = paddings.left + paddings.right;\r\n var vertPad = paddings.top + paddings.bottom;\r\n // Computed styles of width & height are being used because they are the\r\n // only dimensions available to JS that contain non-rounded values. It could\r\n // be possible to utilize the getBoundingClientRect if only it's data wasn't\r\n // affected by CSS transformations let alone paddings, borders and scroll bars.\r\n var width = toFloat(styles.width), height = toFloat(styles.height);\r\n // Width & height include paddings and borders when the 'border-box' box\r\n // model is applied (except for IE).\r\n if (styles.boxSizing === 'border-box') {\r\n // Following conditions are required to handle Internet Explorer which\r\n // doesn't include paddings and borders to computed CSS dimensions.\r\n //\r\n // We can say that if CSS dimensions + paddings are equal to the \"client\"\r\n // properties then it's either IE, and thus we don't need to subtract\r\n // anything, or an element merely doesn't have paddings/borders styles.\r\n if (Math.round(width + horizPad) !== clientWidth) {\r\n width -= getBordersSize(styles, 'left', 'right') + horizPad;\r\n }\r\n if (Math.round(height + vertPad) !== clientHeight) {\r\n height -= getBordersSize(styles, 'top', 'bottom') + vertPad;\r\n }\r\n }\r\n // Following steps can't be applied to the document's root element as its\r\n // client[Width/Height] properties represent viewport area of the window.\r\n // Besides, it's as well not necessary as the itself neither has\r\n // rendered scroll bars nor it can be clipped.\r\n if (!isDocumentElement(target)) {\r\n // In some browsers (only in Firefox, actually) CSS width & height\r\n // include scroll bars size which can be removed at this step as scroll\r\n // bars are the only difference between rounded dimensions + paddings\r\n // and \"client\" properties, though that is not always true in Chrome.\r\n var vertScrollbar = Math.round(width + horizPad) - clientWidth;\r\n var horizScrollbar = Math.round(height + vertPad) - clientHeight;\r\n // Chrome has a rather weird rounding of \"client\" properties.\r\n // E.g. for an element with content width of 314.2px it sometimes gives\r\n // the client width of 315px and for the width of 314.7px it may give\r\n // 314px. And it doesn't happen all the time. So just ignore this delta\r\n // as a non-relevant.\r\n if (Math.abs(vertScrollbar) !== 1) {\r\n width -= vertScrollbar;\r\n }\r\n if (Math.abs(horizScrollbar) !== 1) {\r\n height -= horizScrollbar;\r\n }\r\n }\r\n return createRectInit(paddings.left, paddings.top, width, height);\r\n}\r\n/**\r\n * Checks whether provided element is an instance of the SVGGraphicsElement.\r\n *\r\n * @param {Element} target - Element to be checked.\r\n * @returns {boolean}\r\n */\r\nvar isSVGGraphicsElement = (function () {\r\n // Some browsers, namely IE and Edge, don't have the SVGGraphicsElement\r\n // interface.\r\n if (typeof SVGGraphicsElement !== 'undefined') {\r\n return function (target) { return target instanceof getWindowOf(target).SVGGraphicsElement; };\r\n }\r\n // If it's so, then check that element is at least an instance of the\r\n // SVGElement and that it has the \"getBBox\" method.\r\n // eslint-disable-next-line no-extra-parens\r\n return function (target) { return (target instanceof getWindowOf(target).SVGElement &&\r\n typeof target.getBBox === 'function'); };\r\n})();\r\n/**\r\n * Checks whether provided element is a document element ().\r\n *\r\n * @param {Element} target - Element to be checked.\r\n * @returns {boolean}\r\n */\r\nfunction isDocumentElement(target) {\r\n return target === getWindowOf(target).document.documentElement;\r\n}\r\n/**\r\n * Calculates an appropriate content rectangle for provided html or svg element.\r\n *\r\n * @param {Element} target - Element content rectangle of which needs to be calculated.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getContentRect(target) {\r\n if (!isBrowser) {\r\n return emptyRect;\r\n }\r\n if (isSVGGraphicsElement(target)) {\r\n return getSVGContentRect(target);\r\n }\r\n return getHTMLElementContentRect(target);\r\n}\r\n/**\r\n * Creates rectangle with an interface of the DOMRectReadOnly.\r\n * Spec: https://drafts.fxtf.org/geometry/#domrectreadonly\r\n *\r\n * @param {DOMRectInit} rectInit - Object with rectangle's x/y coordinates and dimensions.\r\n * @returns {DOMRectReadOnly}\r\n */\r\nfunction createReadOnlyRect(_a) {\r\n var x = _a.x, y = _a.y, width = _a.width, height = _a.height;\r\n // If DOMRectReadOnly is available use it as a prototype for the rectangle.\r\n var Constr = typeof DOMRectReadOnly !== 'undefined' ? DOMRectReadOnly : Object;\r\n var rect = Object.create(Constr.prototype);\r\n // Rectangle's properties are not writable and non-enumerable.\r\n defineConfigurable(rect, {\r\n x: x, y: y, width: width, height: height,\r\n top: y,\r\n right: x + width,\r\n bottom: height + y,\r\n left: x\r\n });\r\n return rect;\r\n}\r\n/**\r\n * Creates DOMRectInit object based on the provided dimensions and the x/y coordinates.\r\n * Spec: https://drafts.fxtf.org/geometry/#dictdef-domrectinit\r\n *\r\n * @param {number} x - X coordinate.\r\n * @param {number} y - Y coordinate.\r\n * @param {number} width - Rectangle's width.\r\n * @param {number} height - Rectangle's height.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction createRectInit(x, y, width, height) {\r\n return { x: x, y: y, width: width, height: height };\r\n}\n\n/**\r\n * Class that is responsible for computations of the content rectangle of\r\n * provided DOM element and for keeping track of it's changes.\r\n */\r\nvar ResizeObservation = /** @class */ (function () {\r\n /**\r\n * Creates an instance of ResizeObservation.\r\n *\r\n * @param {Element} target - Element to be observed.\r\n */\r\n function ResizeObservation(target) {\r\n /**\r\n * Broadcasted width of content rectangle.\r\n *\r\n * @type {number}\r\n */\r\n this.broadcastWidth = 0;\r\n /**\r\n * Broadcasted height of content rectangle.\r\n *\r\n * @type {number}\r\n */\r\n this.broadcastHeight = 0;\r\n /**\r\n * Reference to the last observed content rectangle.\r\n *\r\n * @private {DOMRectInit}\r\n */\r\n this.contentRect_ = createRectInit(0, 0, 0, 0);\r\n this.target = target;\r\n }\r\n /**\r\n * Updates content rectangle and tells whether it's width or height properties\r\n * have changed since the last broadcast.\r\n *\r\n * @returns {boolean}\r\n */\r\n ResizeObservation.prototype.isActive = function () {\r\n var rect = getContentRect(this.target);\r\n this.contentRect_ = rect;\r\n return (rect.width !== this.broadcastWidth ||\r\n rect.height !== this.broadcastHeight);\r\n };\r\n /**\r\n * Updates 'broadcastWidth' and 'broadcastHeight' properties with a data\r\n * from the corresponding properties of the last observed content rectangle.\r\n *\r\n * @returns {DOMRectInit} Last observed content rectangle.\r\n */\r\n ResizeObservation.prototype.broadcastRect = function () {\r\n var rect = this.contentRect_;\r\n this.broadcastWidth = rect.width;\r\n this.broadcastHeight = rect.height;\r\n return rect;\r\n };\r\n return ResizeObservation;\r\n}());\n\nvar ResizeObserverEntry = /** @class */ (function () {\r\n /**\r\n * Creates an instance of ResizeObserverEntry.\r\n *\r\n * @param {Element} target - Element that is being observed.\r\n * @param {DOMRectInit} rectInit - Data of the element's content rectangle.\r\n */\r\n function ResizeObserverEntry(target, rectInit) {\r\n var contentRect = createReadOnlyRect(rectInit);\r\n // According to the specification following properties are not writable\r\n // and are also not enumerable in the native implementation.\r\n //\r\n // Property accessors are not being used as they'd require to define a\r\n // private WeakMap storage which may cause memory leaks in browsers that\r\n // don't support this type of collections.\r\n defineConfigurable(this, { target: target, contentRect: contentRect });\r\n }\r\n return ResizeObserverEntry;\r\n}());\n\nvar ResizeObserverSPI = /** @class */ (function () {\r\n /**\r\n * Creates a new instance of ResizeObserver.\r\n *\r\n * @param {ResizeObserverCallback} callback - Callback function that is invoked\r\n * when one of the observed elements changes it's content dimensions.\r\n * @param {ResizeObserverController} controller - Controller instance which\r\n * is responsible for the updates of observer.\r\n * @param {ResizeObserver} callbackCtx - Reference to the public\r\n * ResizeObserver instance which will be passed to callback function.\r\n */\r\n function ResizeObserverSPI(callback, controller, callbackCtx) {\r\n /**\r\n * Collection of resize observations that have detected changes in dimensions\r\n * of elements.\r\n *\r\n * @private {Array}\r\n */\r\n this.activeObservations_ = [];\r\n /**\r\n * Registry of the ResizeObservation instances.\r\n *\r\n * @private {Map}\r\n */\r\n this.observations_ = new MapShim();\r\n if (typeof callback !== 'function') {\r\n throw new TypeError('The callback provided as parameter 1 is not a function.');\r\n }\r\n this.callback_ = callback;\r\n this.controller_ = controller;\r\n this.callbackCtx_ = callbackCtx;\r\n }\r\n /**\r\n * Starts observing provided element.\r\n *\r\n * @param {Element} target - Element to be observed.\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.observe = function (target) {\r\n if (!arguments.length) {\r\n throw new TypeError('1 argument required, but only 0 present.');\r\n }\r\n // Do nothing if current environment doesn't have the Element interface.\r\n if (typeof Element === 'undefined' || !(Element instanceof Object)) {\r\n return;\r\n }\r\n if (!(target instanceof getWindowOf(target).Element)) {\r\n throw new TypeError('parameter 1 is not of type \"Element\".');\r\n }\r\n var observations = this.observations_;\r\n // Do nothing if element is already being observed.\r\n if (observations.has(target)) {\r\n return;\r\n }\r\n observations.set(target, new ResizeObservation(target));\r\n this.controller_.addObserver(this);\r\n // Force the update of observations.\r\n this.controller_.refresh();\r\n };\r\n /**\r\n * Stops observing provided element.\r\n *\r\n * @param {Element} target - Element to stop observing.\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.unobserve = function (target) {\r\n if (!arguments.length) {\r\n throw new TypeError('1 argument required, but only 0 present.');\r\n }\r\n // Do nothing if current environment doesn't have the Element interface.\r\n if (typeof Element === 'undefined' || !(Element instanceof Object)) {\r\n return;\r\n }\r\n if (!(target instanceof getWindowOf(target).Element)) {\r\n throw new TypeError('parameter 1 is not of type \"Element\".');\r\n }\r\n var observations = this.observations_;\r\n // Do nothing if element is not being observed.\r\n if (!observations.has(target)) {\r\n return;\r\n }\r\n observations.delete(target);\r\n if (!observations.size) {\r\n this.controller_.removeObserver(this);\r\n }\r\n };\r\n /**\r\n * Stops observing all elements.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.disconnect = function () {\r\n this.clearActive();\r\n this.observations_.clear();\r\n this.controller_.removeObserver(this);\r\n };\r\n /**\r\n * Collects observation instances the associated element of which has changed\r\n * it's content rectangle.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.gatherActive = function () {\r\n var _this = this;\r\n this.clearActive();\r\n this.observations_.forEach(function (observation) {\r\n if (observation.isActive()) {\r\n _this.activeObservations_.push(observation);\r\n }\r\n });\r\n };\r\n /**\r\n * Invokes initial callback function with a list of ResizeObserverEntry\r\n * instances collected from active resize observations.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.broadcastActive = function () {\r\n // Do nothing if observer doesn't have active observations.\r\n if (!this.hasActive()) {\r\n return;\r\n }\r\n var ctx = this.callbackCtx_;\r\n // Create ResizeObserverEntry instance for every active observation.\r\n var entries = this.activeObservations_.map(function (observation) {\r\n return new ResizeObserverEntry(observation.target, observation.broadcastRect());\r\n });\r\n this.callback_.call(ctx, entries, ctx);\r\n this.clearActive();\r\n };\r\n /**\r\n * Clears the collection of active observations.\r\n *\r\n * @returns {void}\r\n */\r\n ResizeObserverSPI.prototype.clearActive = function () {\r\n this.activeObservations_.splice(0);\r\n };\r\n /**\r\n * Tells whether observer has active observations.\r\n *\r\n * @returns {boolean}\r\n */\r\n ResizeObserverSPI.prototype.hasActive = function () {\r\n return this.activeObservations_.length > 0;\r\n };\r\n return ResizeObserverSPI;\r\n}());\n\n// Registry of internal observers. If WeakMap is not available use current shim\r\n// for the Map collection as it has all required methods and because WeakMap\r\n// can't be fully polyfilled anyway.\r\nvar observers = typeof WeakMap !== 'undefined' ? new WeakMap() : new MapShim();\r\n/**\r\n * ResizeObserver API. Encapsulates the ResizeObserver SPI implementation\r\n * exposing only those methods and properties that are defined in the spec.\r\n */\r\nvar ResizeObserver = /** @class */ (function () {\r\n /**\r\n * Creates a new instance of ResizeObserver.\r\n *\r\n * @param {ResizeObserverCallback} callback - Callback that is invoked when\r\n * dimensions of the observed elements change.\r\n */\r\n function ResizeObserver(callback) {\r\n if (!(this instanceof ResizeObserver)) {\r\n throw new TypeError('Cannot call a class as a function.');\r\n }\r\n if (!arguments.length) {\r\n throw new TypeError('1 argument required, but only 0 present.');\r\n }\r\n var controller = ResizeObserverController.getInstance();\r\n var observer = new ResizeObserverSPI(callback, controller, this);\r\n observers.set(this, observer);\r\n }\r\n return ResizeObserver;\r\n}());\r\n// Expose public methods of ResizeObserver.\r\n[\r\n 'observe',\r\n 'unobserve',\r\n 'disconnect'\r\n].forEach(function (method) {\r\n ResizeObserver.prototype[method] = function () {\r\n var _a;\r\n return (_a = observers.get(this))[method].apply(_a, arguments);\r\n };\r\n});\n\nvar index = (function () {\r\n // Export existing implementation if available.\r\n if (typeof global$1.ResizeObserver !== 'undefined') {\r\n return global$1.ResizeObserver;\r\n }\r\n return ResizeObserver;\r\n})();\n\nexport default index;\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ResizeObserver from \"resize-observer-polyfill\"\nimport {\n NEVER,\n Observable,\n Subject,\n defer,\n filter,\n finalize,\n map,\n merge,\n of,\n shareReplay,\n startWith,\n switchMap,\n tap\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Element offset\n */\nexport interface ElementSize {\n width: number /* Element width */\n height: number /* Element height */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Resize observer entry subject\n */\nconst entry$ = new Subject()\n\n/**\n * Resize observer observable\n *\n * This observable will create a `ResizeObserver` on the first subscription\n * and will automatically terminate it when there are no more subscribers.\n * It's quite important to centralize observation in a single `ResizeObserver`,\n * as the performance difference can be quite dramatic, as the link shows.\n *\n * @see https://bit.ly/3iIYfEm - Google Groups on performance\n */\nconst observer$ = defer(() => of(\n new ResizeObserver(entries => {\n for (const entry of entries)\n entry$.next(entry)\n })\n))\n .pipe(\n switchMap(observer => merge(NEVER, of(observer))\n .pipe(\n finalize(() => observer.disconnect())\n )\n ),\n shareReplay(1)\n )\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element size\n *\n * @param el - Element\n *\n * @returns Element size\n */\nexport function getElementSize(\n el: HTMLElement\n): ElementSize {\n return {\n width: el.offsetWidth,\n height: el.offsetHeight\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element size\n *\n * This function returns an observable that subscribes to a single internal\n * instance of `ResizeObserver` upon subscription, and emit resize events until\n * termination. Note that this function should not be called with the same\n * element twice, as the first unsubscription will terminate observation.\n *\n * Sadly, we can't use the `DOMRect` objects returned by the observer, because\n * we need the emitted values to be consistent with `getElementSize`, which will\n * return the used values (rounded) and not actual values (unrounded). Thus, we\n * use the `offset*` properties. See the linked GitHub issue.\n *\n * @see https://bit.ly/3m0k3he - GitHub issue\n *\n * @param el - Element\n *\n * @returns Element size observable\n */\nexport function watchElementSize(\n el: HTMLElement\n): Observable {\n return observer$\n .pipe(\n tap(observer => observer.observe(el)),\n switchMap(observer => entry$\n .pipe(\n filter(({ target }) => target === el),\n finalize(() => observer.unobserve(el)),\n map(() => getElementSize(el))\n )\n ),\n startWith(getElementSize(el))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ElementSize } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element content size (= scroll width and height)\n *\n * @param el - Element\n *\n * @returns Element content size\n */\nexport function getElementContentSize(\n el: HTMLElement\n): ElementSize {\n return {\n width: el.scrollWidth,\n height: el.scrollHeight\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n NEVER,\n Observable,\n Subject,\n defer,\n distinctUntilChanged,\n filter,\n finalize,\n map,\n merge,\n of,\n shareReplay,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport {\n getElementContentSize,\n getElementSize,\n watchElementContentOffset\n} from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Intersection observer entry subject\n */\nconst entry$ = new Subject()\n\n/**\n * Intersection observer observable\n *\n * This observable will create an `IntersectionObserver` on first subscription\n * and will automatically terminate it when there are no more subscribers.\n *\n * @see https://bit.ly/3iIYfEm - Google Groups on performance\n */\nconst observer$ = defer(() => of(\n new IntersectionObserver(entries => {\n for (const entry of entries)\n entry$.next(entry)\n }, {\n threshold: 0\n })\n))\n .pipe(\n switchMap(observer => merge(NEVER, of(observer))\n .pipe(\n finalize(() => observer.disconnect())\n )\n ),\n shareReplay(1)\n )\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch element visibility\n *\n * @param el - Element\n *\n * @returns Element visibility observable\n */\nexport function watchElementVisibility(\n el: HTMLElement\n): Observable {\n return observer$\n .pipe(\n tap(observer => observer.observe(el)),\n switchMap(observer => entry$\n .pipe(\n filter(({ target }) => target === el),\n finalize(() => observer.unobserve(el)),\n map(({ isIntersecting }) => isIntersecting)\n )\n )\n )\n}\n\n/**\n * Watch element boundary\n *\n * This function returns an observable which emits whether the bottom content\n * boundary (= scroll offset) of an element is within a certain threshold.\n *\n * @param el - Element\n * @param threshold - Threshold\n *\n * @returns Element boundary observable\n */\nexport function watchElementBoundary(\n el: HTMLElement, threshold = 16\n): Observable {\n return watchElementContentOffset(el)\n .pipe(\n map(({ y }) => {\n const visible = getElementSize(el)\n const content = getElementContentSize(el)\n return y >= (\n content.height - visible.height - threshold\n )\n }),\n distinctUntilChanged()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n startWith\n} from \"rxjs\"\n\nimport { getElement } from \"../element\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Toggle\n */\nexport type Toggle =\n | \"drawer\" /* Toggle for drawer */\n | \"search\" /* Toggle for search */\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Toggle map\n */\nconst toggles: Record = {\n drawer: getElement(\"[data-md-toggle=drawer]\"),\n search: getElement(\"[data-md-toggle=search]\")\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve the value of a toggle\n *\n * @param name - Toggle\n *\n * @returns Toggle value\n */\nexport function getToggle(name: Toggle): boolean {\n return toggles[name].checked\n}\n\n/**\n * Set toggle\n *\n * Simulating a click event seems to be the most cross-browser compatible way\n * of changing the value while also emitting a `change` event. Before, Material\n * used `CustomEvent` to programmatically change the value of a toggle, but this\n * is a much simpler and cleaner solution which doesn't require a polyfill.\n *\n * @param name - Toggle\n * @param value - Toggle value\n */\nexport function setToggle(name: Toggle, value: boolean): void {\n if (toggles[name].checked !== value)\n toggles[name].click()\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch toggle\n *\n * @param name - Toggle\n *\n * @returns Toggle value observable\n */\nexport function watchToggle(name: Toggle): Observable {\n const el = toggles[name]\n return fromEvent(el, \"change\")\n .pipe(\n map(() => el.checked),\n startWith(el.checked)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n filter,\n fromEvent,\n map,\n share\n} from \"rxjs\"\n\nimport { getActiveElement } from \"../element\"\nimport { getToggle } from \"../toggle\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Keyboard mode\n */\nexport type KeyboardMode =\n | \"global\" /* Global */\n | \"search\" /* Search is open */\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Keyboard\n */\nexport interface Keyboard {\n mode: KeyboardMode /* Keyboard mode */\n type: string /* Key type */\n claim(): void /* Key claim */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Check whether an element may receive keyboard input\n *\n * @param el - Element\n * @param type - Key type\n *\n * @returns Test result\n */\nfunction isSusceptibleToKeyboard(\n el: HTMLElement, type: string\n): boolean {\n switch (el.constructor) {\n\n /* Input elements */\n case HTMLInputElement:\n /* @ts-expect-error - omit unnecessary type cast */\n if (el.type === \"radio\")\n return /^Arrow/.test(type)\n else\n return true\n\n /* Select element and textarea */\n case HTMLSelectElement:\n case HTMLTextAreaElement:\n return true\n\n /* Everything else */\n default:\n return el.isContentEditable\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch keyboard\n *\n * @returns Keyboard observable\n */\nexport function watchKeyboard(): Observable {\n return fromEvent(window, \"keydown\")\n .pipe(\n filter(ev => !(ev.metaKey || ev.ctrlKey)),\n map(ev => ({\n mode: getToggle(\"search\") ? \"search\" : \"global\",\n type: ev.key,\n claim() {\n ev.preventDefault()\n ev.stopPropagation()\n }\n } as Keyboard)),\n filter(({ mode, type }) => {\n if (mode === \"global\") {\n const active = getActiveElement()\n if (typeof active !== \"undefined\")\n return !isSusceptibleToKeyboard(active, type)\n }\n return true\n }),\n share()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Subject } from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve location\n *\n * This function returns a `URL` object (and not `Location`) to normalize the\n * typings across the application. Furthermore, locations need to be tracked\n * without setting them and `Location` is a singleton which represents the\n * current location.\n *\n * @returns URL\n */\nexport function getLocation(): URL {\n return new URL(location.href)\n}\n\n/**\n * Set location\n *\n * @param url - URL to change to\n */\nexport function setLocation(url: URL): void {\n location.href = url.href\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch location\n *\n * @returns Location subject\n */\nexport function watchLocation(): Subject {\n return new Subject()\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { JSX as JSXInternal } from \"preact\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * HTML attributes\n */\ntype Attributes =\n & JSXInternal.HTMLAttributes\n & JSXInternal.SVGAttributes\n & Record\n\n/**\n * Child element\n */\ntype Child =\n | HTMLElement\n | Text\n | string\n | number\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Append a child node to an element\n *\n * @param el - Element\n * @param child - Child node(s)\n */\nfunction appendChild(el: HTMLElement, child: Child | Child[]): void {\n\n /* Handle primitive types (including raw HTML) */\n if (typeof child === \"string\" || typeof child === \"number\") {\n el.innerHTML += child.toString()\n\n /* Handle nodes */\n } else if (child instanceof Node) {\n el.appendChild(child)\n\n /* Handle nested children */\n } else if (Array.isArray(child)) {\n for (const node of child)\n appendChild(el, node)\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * JSX factory\n *\n * @template T - Element type\n *\n * @param tag - HTML tag\n * @param attributes - HTML attributes\n * @param children - Child elements\n *\n * @returns Element\n */\nexport function h(\n tag: T, attributes?: Attributes | null, ...children: Child[]\n): HTMLElementTagNameMap[T]\n\nexport function h(\n tag: string, attributes?: Attributes | null, ...children: Child[]\n): T\n\nexport function h(\n tag: string, attributes?: Attributes | null, ...children: Child[]\n): T {\n const el = document.createElement(tag)\n\n /* Set attributes, if any */\n if (attributes)\n for (const attr of Object.keys(attributes))\n if (typeof attributes[attr] !== \"boolean\")\n el.setAttribute(attr, attributes[attr])\n else if (attributes[attr])\n el.setAttribute(attr, \"\")\n\n /* Append child nodes */\n for (const child of children)\n appendChild(el, child)\n\n /* Return element */\n return el as T\n}\n\n/* ----------------------------------------------------------------------------\n * Namespace\n * ------------------------------------------------------------------------- */\n\nexport declare namespace h {\n namespace JSX {\n type Element = HTMLElement\n type IntrinsicElements = JSXInternal.IntrinsicElements\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Truncate a string after the given number of characters\n *\n * This is not a very reasonable approach, since the summaries kind of suck.\n * It would be better to create something more intelligent, highlighting the\n * search occurrences and making a better summary out of it, but this note was\n * written three years ago, so who knows if we'll ever fix it.\n *\n * @param value - Value to be truncated\n * @param n - Number of characters\n *\n * @returns Truncated value\n */\nexport function truncate(value: string, n: number): string {\n let i = n\n if (value.length > i) {\n while (value[i] !== \" \" && --i > 0) { /* keep eating */ }\n return `${value.substring(0, i)}...`\n }\n return value\n}\n\n/**\n * Round a number for display with repository facts\n *\n * This is a reverse-engineered version of GitHub's weird rounding algorithm\n * for stars, forks and all other numbers. While all numbers below `1,000` are\n * returned as-is, bigger numbers are converted to fixed numbers:\n *\n * - `1,049` => `1k`\n * - `1,050` => `1.1k`\n * - `1,949` => `1.9k`\n * - `1,950` => `2k`\n *\n * @param value - Original value\n *\n * @returns Rounded value\n */\nexport function round(value: number): string {\n if (value > 999) {\n const digits = +((value - 950) % 1000 > 99)\n return `${((value + 0.000001) / 1000).toFixed(digits)}k`\n } else {\n return value.toString()\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n filter,\n fromEvent,\n map,\n shareReplay,\n startWith\n} from \"rxjs\"\n\nimport { getOptionalElement } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve location hash\n *\n * @returns Location hash\n */\nexport function getLocationHash(): string {\n return location.hash.substring(1)\n}\n\n/**\n * Set location hash\n *\n * Setting a new fragment identifier via `location.hash` will have no effect\n * if the value doesn't change. When a new fragment identifier is set, we want\n * the browser to target the respective element at all times, which is why we\n * use this dirty little trick.\n *\n * @param hash - Location hash\n */\nexport function setLocationHash(hash: string): void {\n const el = h(\"a\", { href: hash })\n el.addEventListener(\"click\", ev => ev.stopPropagation())\n el.click()\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch location hash\n *\n * @returns Location hash observable\n */\nexport function watchLocationHash(): Observable {\n return fromEvent(window, \"hashchange\")\n .pipe(\n map(getLocationHash),\n startWith(getLocationHash()),\n filter(hash => hash.length > 0),\n shareReplay(1)\n )\n}\n\n/**\n * Watch location target\n *\n * @returns Location target observable\n */\nexport function watchLocationTarget(): Observable {\n return watchLocationHash()\n .pipe(\n map(id => getOptionalElement(`[id=\"${id}\"]`)!),\n filter(el => typeof el !== \"undefined\")\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n fromEvent,\n fromEventPattern,\n map,\n merge,\n startWith,\n switchMap\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch media query\n *\n * Note that although `MediaQueryList.addListener` is deprecated we have to\n * use it, because it's the only way to ensure proper downward compatibility.\n *\n * @see https://bit.ly/3dUBH2m - GitHub issue\n *\n * @param query - Media query\n *\n * @returns Media observable\n */\nexport function watchMedia(query: string): Observable {\n const media = matchMedia(query)\n return fromEventPattern(next => (\n media.addListener(() => next(media.matches))\n ))\n .pipe(\n startWith(media.matches)\n )\n}\n\n/**\n * Watch print mode\n *\n * @returns Print observable\n */\nexport function watchPrint(): Observable {\n const media = matchMedia(\"print\")\n return merge(\n fromEvent(window, \"beforeprint\").pipe(map(() => true)),\n fromEvent(window, \"afterprint\").pipe(map(() => false))\n )\n .pipe(\n startWith(media.matches)\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Toggle an observable with a media observable\n *\n * @template T - Data type\n *\n * @param query$ - Media observable\n * @param factory - Observable factory\n *\n * @returns Toggled observable\n */\nexport function at(\n query$: Observable, factory: () => Observable\n): Observable {\n return query$\n .pipe(\n switchMap(active => active ? factory() : EMPTY)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n catchError,\n from,\n map,\n of,\n shareReplay,\n switchMap,\n throwError\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch the given URL\n *\n * If the request fails (e.g. when dispatched from `file://` locations), the\n * observable will complete without emitting a value.\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Response observable\n */\nexport function request(\n url: URL | string, options: RequestInit = { credentials: \"same-origin\" }\n): Observable {\n return from(fetch(`${url}`, options))\n .pipe(\n catchError(() => EMPTY),\n switchMap(res => res.status !== 200\n ? throwError(() => new Error(res.statusText))\n : of(res)\n )\n )\n}\n\n/**\n * Fetch JSON from the given URL\n *\n * @template T - Data type\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Data observable\n */\nexport function requestJSON(\n url: URL | string, options?: RequestInit\n): Observable {\n return request(url, options)\n .pipe(\n switchMap(res => res.json()),\n shareReplay(1)\n )\n}\n\n/**\n * Fetch XML from the given URL\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Data observable\n */\nexport function requestXML(\n url: URL | string, options?: RequestInit\n): Observable {\n const dom = new DOMParser()\n return request(url, options)\n .pipe(\n switchMap(res => res.text()),\n map(res => dom.parseFromString(res, \"text/xml\")),\n shareReplay(1)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n defer,\n finalize,\n fromEvent,\n map,\n merge,\n switchMap,\n take,\n throwError\n} from \"rxjs\"\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create and load a `script` element\n *\n * This function returns an observable that will emit when the script was\n * successfully loaded, or throw an error if it didn't.\n *\n * @param src - Script URL\n *\n * @returns Script observable\n */\nexport function watchScript(src: string): Observable {\n const script = h(\"script\", { src })\n return defer(() => {\n document.head.appendChild(script)\n return merge(\n fromEvent(script, \"load\"),\n fromEvent(script, \"error\")\n .pipe(\n switchMap(() => (\n throwError(() => new ReferenceError(`Invalid script: ${src}`))\n ))\n )\n )\n .pipe(\n map(() => undefined),\n finalize(() => document.head.removeChild(script)),\n take(1)\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n merge,\n startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport offset\n */\nexport interface ViewportOffset {\n x: number /* Horizontal offset */\n y: number /* Vertical offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve viewport offset\n *\n * On iOS Safari, viewport offset can be negative due to overflow scrolling.\n * As this may induce strange behaviors downstream, we'll just limit it to 0.\n *\n * @returns Viewport offset\n */\nexport function getViewportOffset(): ViewportOffset {\n return {\n x: Math.max(0, scrollX),\n y: Math.max(0, scrollY)\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport offset\n *\n * @returns Viewport offset observable\n */\nexport function watchViewportOffset(): Observable {\n return merge(\n fromEvent(window, \"scroll\", { passive: true }),\n fromEvent(window, \"resize\", { passive: true })\n )\n .pipe(\n map(getViewportOffset),\n startWith(getViewportOffset())\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport size\n */\nexport interface ViewportSize {\n width: number /* Viewport width */\n height: number /* Viewport height */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve viewport size\n *\n * @returns Viewport size\n */\nexport function getViewportSize(): ViewportSize {\n return {\n width: innerWidth,\n height: innerHeight\n }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport size\n *\n * @returns Viewport size observable\n */\nexport function watchViewportSize(): Observable {\n return fromEvent(window, \"resize\", { passive: true })\n .pipe(\n map(getViewportSize),\n startWith(getViewportSize())\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n map,\n shareReplay\n} from \"rxjs\"\n\nimport {\n ViewportOffset,\n watchViewportOffset\n} from \"../offset\"\nimport {\n ViewportSize,\n watchViewportSize\n} from \"../size\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport\n */\nexport interface Viewport {\n offset: ViewportOffset /* Viewport offset */\n size: ViewportSize /* Viewport size */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport\n *\n * @returns Viewport observable\n */\nexport function watchViewport(): Observable {\n return combineLatest([\n watchViewportOffset(),\n watchViewportSize()\n ])\n .pipe(\n map(([offset, size]) => ({ offset, size })),\n shareReplay(1)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n distinctUntilKeyChanged,\n map\n} from \"rxjs\"\n\nimport { Header } from \"~/components\"\n\nimport { getElementOffset } from \"../../element\"\nimport { Viewport } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
/* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport relative to element\n *\n * @param el - Element\n * @param options - Options\n *\n * @returns Viewport observable\n */\nexport function watchViewportAt(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n const size$ = viewport$\n .pipe(\n distinctUntilKeyChanged(\"size\")\n )\n\n /* Compute element offset */\n const offset$ = combineLatest([size$, header$])\n .pipe(\n map(() => getElementOffset(el))\n )\n\n /* Compute relative viewport, return hot observable */\n return combineLatest([header$, viewport$, offset$])\n .pipe(\n map(([{ height }, { offset, size }, { x, y }]) => ({\n offset: {\n x: offset.x - x,\n y: offset.y - y + height\n },\n size\n }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n fromEvent,\n map,\n share,\n switchMap,\n tap,\n throttle\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Worker message\n */\nexport interface WorkerMessage {\n type: unknown /* Message type */\n data?: unknown /* Message data */\n}\n\n/**\n * Worker handler\n *\n * @template T - Message type\n */\nexport interface WorkerHandler<\n T extends WorkerMessage\n> {\n tx$: Subject /* Message transmission subject */\n rx$: Observable /* Message receive observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n *\n * @template T - Worker message type\n */\ninterface WatchOptions {\n tx$: Observable /* Message transmission observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch a web worker\n *\n * This function returns an observable that sends all values emitted by the\n * message observable to the web worker. Web worker communication is expected\n * to be bidirectional (request-response) and synchronous. Messages that are\n * emitted during a pending request are throttled, the last one is emitted.\n *\n * @param worker - Web worker\n * @param options - Options\n *\n * @returns Worker message observable\n */\nexport function watchWorker(\n worker: Worker, { tx$ }: WatchOptions\n): Observable {\n\n /* Intercept messages from worker-like objects */\n const rx$ = fromEvent(worker, \"message\")\n .pipe(\n map(({ data }) => data as T)\n )\n\n /* Send and receive messages, return hot observable */\n return tx$\n .pipe(\n throttle(() => rx$, { leading: true, trailing: true }),\n tap(message => worker.postMessage(message)),\n switchMap(() => rx$),\n share()\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { getElement, getLocation } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Feature flag\n */\nexport type Flag =\n | \"content.code.annotate\" /* Code annotations */\n | \"header.autohide\" /* Hide header */\n | \"navigation.expand\" /* Automatic expansion */\n | \"navigation.indexes\" /* Section pages */\n | \"navigation.instant\" /* Instant loading */\n | \"navigation.sections\" /* Section navigation */\n | \"navigation.tabs\" /* Tabs navigation */\n | \"navigation.tabs.sticky\" /* Tabs navigation (sticky) */\n | \"navigation.top\" /* Back-to-top button */\n | \"navigation.tracking\" /* Anchor tracking */\n | \"search.highlight\" /* Search highlighting */\n | \"search.share\" /* Search sharing */\n | \"search.suggest\" /* Search suggestions */\n | \"toc.integrate\" /* Integrated table of contents */\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Translation\n */\nexport type Translation =\n | \"clipboard.copy\" /* Copy to clipboard */\n | \"clipboard.copied\" /* Copied to clipboard */\n | \"search.config.lang\" /* Search language */\n | \"search.config.pipeline\" /* Search pipeline */\n | \"search.config.separator\" /* Search separator */\n | \"search.placeholder\" /* Search */\n | \"search.result.placeholder\" /* Type to start searching */\n | \"search.result.none\" /* No matching documents */\n | \"search.result.one\" /* 1 matching document */\n | \"search.result.other\" /* # matching documents */\n | \"search.result.more.one\" /* 1 more on this page */\n | \"search.result.more.other\" /* # more on this page */\n | \"search.result.term.missing\" /* Missing */\n | \"select.version.title\" /* Version selector */\n\n/**\n * Translations\n */\nexport type Translations = Record\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Versioning\n */\nexport interface Versioning {\n provider: \"mike\" /* Version provider */\n default?: string /* Default version */\n}\n\n/**\n * Configuration\n */\nexport interface Config {\n base: string /* Base URL */\n features: Flag[] /* Feature flags */\n translations: Translations /* Translations */\n search: string /* Search worker URL */\n version?: Versioning /* Versioning */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve global configuration and make base URL absolute\n */\nconst script = getElement(\"#__config\")\nconst config: Config = JSON.parse(script.textContent!)\nconfig.base = `${new URL(config.base, getLocation())}`\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve global configuration\n *\n * @returns Global configuration\n */\nexport function configuration(): Config {\n return config\n}\n\n/**\n * Check whether a feature flag is enabled\n *\n * @param flag - Feature flag\n *\n * @returns Test result\n */\nexport function feature(flag: Flag): boolean {\n return config.features.includes(flag)\n}\n\n/**\n * Retrieve the translation for the given key\n *\n * @param key - Key to be translated\n * @param value - Positional value, if any\n *\n * @returns Translation\n */\nexport function translation(\n key: Translation, value?: string | number\n): string {\n return typeof value !== \"undefined\"\n ? config.translations[key].replace(\"#\", value.toString())\n : config.translations[key]\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { getElement, getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Component type\n */\nexport type ComponentType =\n | \"announce\" /* Announcement bar */\n | \"container\" /* Container */\n | \"content\" /* Content */\n | \"dialog\" /* Dialog */\n | \"header\" /* Header */\n | \"header-title\" /* Header title */\n | \"header-topic\" /* Header topic */\n | \"main\" /* Main area */\n | \"outdated\" /* Version warning */\n | \"palette\" /* Color palette */\n | \"search\" /* Search */\n | \"search-query\" /* Search input */\n | \"search-result\" /* Search results */\n | \"search-share\" /* Search sharing */\n | \"search-suggest\" /* Search suggestions */\n | \"sidebar\" /* Sidebar */\n | \"skip\" /* Skip link */\n | \"source\" /* Repository information */\n | \"tabs\" /* Navigation tabs */\n | \"toc\" /* Table of contents */\n | \"top\" /* Back-to-top button */\n\n/**\n * Component\n *\n * @template T - Component type\n * @template U - Reference type\n */\nexport type Component<\n T extends {} = {},\n U extends HTMLElement = HTMLElement\n> =\n T & {\n ref: U /* Component reference */\n }\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Component type map\n */\ninterface ComponentTypeMap {\n \"announce\": HTMLElement /* Announcement bar */\n \"container\": HTMLElement /* Container */\n \"content\": HTMLElement /* Content */\n \"dialog\": HTMLElement /* Dialog */\n \"header\": HTMLElement /* Header */\n \"header-title\": HTMLElement /* Header title */\n \"header-topic\": HTMLElement /* Header topic */\n \"main\": HTMLElement /* Main area */\n \"outdated\": HTMLElement /* Version warning */\n \"palette\": HTMLElement /* Color palette */\n \"search\": HTMLElement /* Search */\n \"search-query\": HTMLInputElement /* Search input */\n \"search-result\": HTMLElement /* Search results */\n \"search-share\": HTMLAnchorElement /* Search sharing */\n \"search-suggest\": HTMLElement /* Search suggestions */\n \"sidebar\": HTMLElement /* Sidebar */\n \"skip\": HTMLAnchorElement /* Skip link */\n \"source\": HTMLAnchorElement /* Repository information */\n \"tabs\": HTMLElement /* Navigation tabs */\n \"toc\": HTMLElement /* Table of contents */\n \"top\": HTMLAnchorElement /* Back-to-top button */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve the element for a given component or throw a reference error\n *\n * @template T - Component type\n *\n * @param type - Component type\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getComponentElement(\n type: T, node: ParentNode = document\n): ComponentTypeMap[T] {\n return getElement(`[data-md-component=${type}]`, node)\n}\n\n/**\n * Retrieve all elements for a given component\n *\n * @template T - Component type\n *\n * @param type - Component type\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getComponentElements(\n type: T, node: ParentNode = document\n): ComponentTypeMap[T][] {\n return getElements(`[data-md-component=${type}]`, node)\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ClipboardJS from \"clipboard\"\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n finalize,\n map,\n mergeWith,\n switchMap,\n take,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n getElementContentSize,\n watchElementSize,\n watchElementVisibility\n} from \"~/browser\"\nimport { renderClipboardButton } from \"~/templates\"\n\nimport { Component } from \"../../../_\"\nimport {\n Annotation,\n mountAnnotationList\n} from \"../../annotation\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Code block\n */\nexport interface CodeBlock {\n scrollable: boolean /* Code block overflows */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Global sequence number for Clipboard.js integration\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Find candidate list element directly following a code block\n *\n * @param el - Code block element\n *\n * @returns List element or nothing\n */\nfunction findCandidateList(el: HTMLElement): HTMLElement | undefined {\n if (el.nextElementSibling) {\n const sibling = el.nextElementSibling as HTMLElement\n if (sibling.tagName === \"OL\")\n return sibling\n\n /* Skip empty paragraphs - see https://bit.ly/3r4ZJ2O */\n else if (sibling.tagName === \"P\" && !sibling.children.length)\n return findCandidateList(sibling)\n }\n\n /* Everything else */\n return undefined\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch code block\n *\n * This function monitors size changes of the viewport, as well as switches of\n * content tabs with embedded code blocks, as both may trigger overflow.\n *\n * @param el - Code block element\n *\n * @returns Code block observable\n */\nexport function watchCodeBlock(\n el: HTMLElement\n): Observable {\n return watchElementSize(el)\n .pipe(\n map(({ width }) => {\n const content = getElementContentSize(el)\n return {\n scrollable: content.width > width\n }\n }),\n distinctUntilKeyChanged(\"scrollable\")\n )\n}\n\n/**\n * Mount code block\n *\n * This function ensures that an overflowing code block is focusable through\n * keyboard, so it can be scrolled without a mouse to improve on accessibility.\n * Furthermore, if code annotations are enabled, they are mounted if and only\n * if the code block is currently visible, e.g., not in a hidden content tab.\n *\n * @param el - Code block element\n * @param options - Options\n *\n * @returns Code block and annotation component observable\n */\nexport function mountCodeBlock(\n el: HTMLElement, options: MountOptions\n): Observable> {\n const { matches: hover } = matchMedia(\"(hover)\")\n\n /* Defer mounting of code block - see https://bit.ly/3vHVoVD */\n const factory$ = defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ scrollable }) => {\n if (scrollable && hover)\n el.setAttribute(\"tabindex\", \"0\")\n else\n el.removeAttribute(\"tabindex\")\n })\n\n /* Render button for Clipboard.js integration */\n if (ClipboardJS.isSupported()) {\n const parent = el.closest(\"pre\")!\n parent.id = `__code_${++sequence}`\n parent.insertBefore(\n renderClipboardButton(parent.id),\n el\n )\n }\n\n /* Handle code annotations */\n const container = el.closest(\".highlight\")\n if (container instanceof HTMLElement) {\n const list = findCandidateList(container)\n\n /* Mount code annotations, if enabled */\n if (typeof list !== \"undefined\" && (\n container.classList.contains(\"annotate\") ||\n feature(\"content.code.annotate\")\n )) {\n const annotations$ = mountAnnotationList(list, el, options)\n\n /* Create and return component */\n return watchCodeBlock(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state })),\n mergeWith(\n watchElementSize(container)\n .pipe(\n takeUntil(push$.pipe(takeLast(1))),\n map(({ width, height }) => width && height),\n distinctUntilChanged(),\n switchMap(active => active ? annotations$ : EMPTY)\n )\n )\n )\n }\n }\n\n /* Create and return component */\n return watchCodeBlock(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n\n /* Mount code block on first sight */\n return watchElementVisibility(el)\n .pipe(\n filter(visible => visible),\n take(1),\n switchMap(() => factory$)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render an empty annotation\n *\n * @param id - Annotation identifier\n *\n * @returns Element\n */\nexport function renderAnnotation(id: number): HTMLElement {\n return (\n \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { translation } from \"~/_\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a 'copy-to-clipboard' button\n *\n * @param id - Unique identifier\n *\n * @returns Element\n */\nexport function renderClipboardButton(id: string): HTMLElement {\n return (\n code`}\n >\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ComponentChild } from \"preact\"\n\nimport { feature, translation } from \"~/_\"\nimport {\n SearchDocument,\n SearchMetadata,\n SearchResultItem\n} from \"~/integrations/search\"\nimport { h, truncate } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Render flag\n */\nconst enum Flag {\n TEASER = 1, /* Render teaser */\n PARENT = 2 /* Render as parent */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper function\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a search document\n *\n * @param document - Search document\n * @param flag - Render flags\n *\n * @returns Element\n */\nfunction renderSearchDocument(\n document: SearchDocument & SearchMetadata, flag: Flag\n): HTMLElement {\n const parent = flag & Flag.PARENT\n const teaser = flag & Flag.TEASER\n\n /* Render missing query terms */\n const missing = Object.keys(document.terms)\n .filter(key => !document.terms[key])\n .reduce((list, key) => [\n ...list, {key}, \" \"\n ], [])\n .slice(0, -1)\n\n /* Assemble query string for highlighting */\n const url = new URL(document.location)\n if (feature(\"search.highlight\"))\n url.searchParams.set(\"h\", Object.entries(document.terms)\n .filter(([, match]) => match)\n .reduce((highlight, [value]) => `${highlight} ${value}`.trim(), \"\")\n )\n\n /* Render article or section, depending on flags */\n return (\n \n \n {parent > 0 &&
}\n

{document.title}

\n {teaser > 0 && document.text.length > 0 &&\n

\n {truncate(document.text, 320)}\n

\n }\n {document.tags && document.tags.map(tag => (\n {tag}\n ))}\n {teaser > 0 && missing.length > 0 &&\n

\n {translation(\"search.result.term.missing\")}: {...missing}\n

\n }\n \n \n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a search result\n *\n * @param result - Search result\n *\n * @returns Element\n */\nexport function renderSearchResultItem(\n result: SearchResultItem\n): HTMLElement {\n const threshold = result[0].score\n const docs = [...result]\n\n /* Find and extract parent article */\n const parent = docs.findIndex(doc => !doc.location.includes(\"#\"))\n const [article] = docs.splice(parent, 1)\n\n /* Determine last index above threshold */\n let index = docs.findIndex(doc => doc.score < threshold)\n if (index === -1)\n index = docs.length\n\n /* Partition sections */\n const best = docs.slice(0, index)\n const more = docs.slice(index)\n\n /* Render children */\n const children = [\n renderSearchDocument(article, Flag.PARENT | +(!parent && index === 0)),\n ...best.map(section => renderSearchDocument(section, Flag.TEASER)),\n ...more.length ? [\n
\n \n {more.length > 0 && more.length === 1\n ? translation(\"search.result.more.one\")\n : translation(\"search.result.more.other\", more.length)\n }\n \n {...more.map(section => renderSearchDocument(section, Flag.TEASER))}\n
\n ] : []\n ]\n\n /* Render search result */\n return (\n
  • \n {children}\n
    • \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { SourceFacts } from \"~/components\"\nimport { h, round } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render repository facts\n *\n * @param facts - Repository facts\n *\n * @returns Element\n */\nexport function renderSourceFacts(facts: SourceFacts): HTMLElement {\n return (\n
      \n {Object.entries(facts).map(([key, value]) => (\n
    • \n {typeof value === \"number\" ? round(value) : value}\n
      • \n ))}\n
    \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a table inside a wrapper to improve scrolling on mobile\n *\n * @param table - Table element\n *\n * @returns Element\n */\nexport function renderTable(table: HTMLElement): HTMLElement {\n return (\n
    \n
    \n {table}\n
    \n
    \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { configuration, translation } from \"~/_\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Version\n */\nexport interface Version {\n version: string /* Version identifier */\n title: string /* Version title */\n aliases: string[] /* Version aliases */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a version\n *\n * @param version - Version\n *\n * @returns Element\n */\nfunction renderVersion(version: Version): HTMLElement {\n const config = configuration()\n\n /* Ensure trailing slash, see https://bit.ly/3rL5u3f */\n const url = new URL(`../${version.version}/`, config.base)\n return (\n
  • \n \n {version.title}\n \n
    • \n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a version selector\n *\n * @param versions - Versions\n * @param active - Active version\n *\n * @returns Element\n */\nexport function renderVersionSelector(\n versions: Version[], active: Version\n): HTMLElement {\n return (\n
    \n \n {active.title}\n \n
      \n {versions.map(renderVersion)}\n
    \n
    \n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n animationFrameScheduler,\n combineLatest,\n defer,\n finalize,\n fromEvent,\n map,\n switchMap,\n take,\n tap,\n throttleTime\n} from \"rxjs\"\n\nimport {\n ElementOffset,\n getElement,\n getElementSize,\n watchElementContentOffset,\n watchElementFocus,\n watchElementOffset\n} from \"~/browser\"\n\nimport { Component } from \"../../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Annotation\n */\nexport interface Annotation {\n active: boolean /* Annotation is active */\n offset: ElementOffset /* Annotation offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch annotation\n *\n * @param el - Annotation element\n * @param container - Containing element\n *\n * @returns Annotation observable\n */\nexport function watchAnnotation(\n el: HTMLElement, container: HTMLElement\n): Observable {\n const offset$ = defer(() => combineLatest([\n watchElementOffset(el),\n watchElementContentOffset(container)\n ]))\n .pipe(\n map(([{ x, y }, scroll]) => {\n const { width } = getElementSize(el)\n return ({\n x: x - scroll.x + width / 2,\n y: y - scroll.y\n })\n })\n )\n\n /* Actively watch annotation on focus */\n return watchElementFocus(el)\n .pipe(\n switchMap(active => offset$\n .pipe(\n map(offset => ({ active, offset })),\n take(+!active || Infinity)\n )\n )\n )\n}\n\n/**\n * Mount annotation\n *\n * @param el - Annotation element\n * @param container - Containing element\n *\n * @returns Annotation component observable\n */\nexport function mountAnnotation(\n el: HTMLElement, container: HTMLElement\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe({\n\n /* Handle emission */\n next({ offset }) {\n el.style.setProperty(\"--md-tooltip-x\", `${offset.x}px`)\n el.style.setProperty(\"--md-tooltip-y\", `${offset.y}px`)\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-tooltip-x\")\n el.style.removeProperty(\"--md-tooltip-y\")\n }\n })\n\n /* Track relative origin of tooltip */\n push$\n .pipe(\n throttleTime(500, animationFrameScheduler),\n map(() => container.getBoundingClientRect()),\n map(({ x }) => x)\n )\n .subscribe({\n\n /* Handle emission */\n next(origin) {\n if (origin)\n el.style.setProperty(\"--md-tooltip-0\", `${-origin}px`)\n else\n el.style.removeProperty(\"--md-tooltip-0\")\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-tooltip-0\")\n }\n })\n\n /* Close open annotation on click */\n const index = getElement(\":scope > :last-child\", el)\n const blur$ = fromEvent(index, \"mousedown\", { once: true })\n push$\n .pipe(\n switchMap(({ active }) => active ? blur$ : EMPTY),\n tap(ev => ev.preventDefault())\n )\n .subscribe(() => el.blur())\n\n /* Create and return component */\n return watchAnnotation(el, container)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n finalize,\n merge,\n share,\n takeLast,\n takeUntil\n} from \"rxjs\"\n\nimport {\n getElement,\n getElements,\n getOptionalElement\n} from \"~/browser\"\nimport { renderAnnotation } from \"~/templates\"\n\nimport { Component } from \"../../../_\"\nimport {\n Annotation,\n mountAnnotation\n} from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Find all annotation markers in the given code block\n *\n * @param container - Containing element\n *\n * @returns Annotation markers\n */\nfunction findAnnotationMarkers(container: HTMLElement): Text[] {\n const markers: Text[] = []\n for (const comment of getElements(\".c, .c1, .cm\", container)) {\n let match: RegExpExecArray | null\n\n /* Split text at marker and add to list */\n let text = comment.firstChild as Text\n if (text instanceof Text)\n while ((match = /\\((\\d+)\\)/.exec(text.textContent!))) {\n const marker = text.splitText(match.index)\n text = marker.splitText(match[0].length)\n markers.push(marker)\n }\n }\n return markers\n}\n\n/**\n * Swap the child nodes of two elements\n *\n * @param source - Source element\n * @param target - Target element\n */\nfunction swap(source: HTMLElement, target: HTMLElement): void {\n target.append(...Array.from(source.childNodes))\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount annotation list\n *\n * This function analyzes the containing code block and checks for markers\n * referring to elements in the given annotation list. If no markers are found,\n * the list is left untouched. Otherwise, list elements are rendered as\n * annotations inside the code block.\n *\n * @param el - Annotation list element\n * @param container - Containing element\n * @param options - Options\n *\n * @returns Annotation component observable\n */\nexport function mountAnnotationList(\n el: HTMLElement, container: HTMLElement, { print$ }: MountOptions\n): Observable> {\n\n /* Find and replace all markers with empty annotations */\n const annotations = new Map()\n for (const marker of findAnnotationMarkers(container)) {\n const [, id] = marker.textContent!.match(/\\((\\d+)\\)/)!\n if (getOptionalElement(`li:nth-child(${id})`, el)) {\n annotations.set(+id, renderAnnotation(+id))\n marker.replaceWith(annotations.get(+id)!)\n }\n }\n\n /* Keep list if there are no annotations to render */\n if (annotations.size === 0)\n return EMPTY\n\n /* Create and return component */\n return defer(() => {\n const done$ = new Subject()\n\n /* Handle print mode - see https://bit.ly/3rgPdpt */\n print$\n .pipe(\n takeUntil(done$.pipe(takeLast(1)))\n )\n .subscribe(active => {\n el.hidden = !active\n\n /* Show annotations in code block or list (print) */\n for (const [id, annotation] of annotations) {\n const inner = getElement(\".md-typeset\", annotation)\n const child = getElement(`li:nth-child(${id})`, el)\n if (!active)\n swap(child, inner)\n else\n swap(inner, child)\n }\n })\n\n /* Create and return component */\n return merge(...[...annotations]\n .map(([, annotation]) => (\n mountAnnotation(annotation, container)\n ))\n )\n .pipe(\n finalize(() => done$.complete()),\n share()\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n map,\n of,\n shareReplay,\n tap\n} from \"rxjs\"\n\nimport { watchScript } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../../_\"\n\nimport themeCSS from \"./index.css\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mermaid diagram\n */\nexport interface Mermaid {}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Mermaid instance observable\n */\nlet mermaid$: Observable\n\n/**\n * Global index for Mermaid integration\n */\nlet index = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch Mermaid script\n *\n * @returns Mermaid scripts observable\n */\nfunction fetchScripts(): Observable {\n return typeof mermaid === \"undefined\" || mermaid instanceof Element\n ? watchScript(\"https://unpkg.com/mermaid@9.0.1/dist/mermaid.min.js\")\n : of(undefined)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount Mermaid diagram\n *\n * @param el - Code block element\n *\n * @returns Mermaid diagram component observable\n */\nexport function mountMermaid(\n el: HTMLElement\n): Observable> {\n el.classList.remove(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n mermaid$ ||= fetchScripts()\n .pipe(\n tap(() => mermaid.initialize({\n startOnLoad: false,\n themeCSS\n })),\n map(() => undefined),\n shareReplay(1)\n )\n\n /* Render diagram */\n mermaid$.subscribe(() => {\n el.classList.add(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n const id = `__mermaid_${index++}`\n const host = h(\"div\", { class: \"mermaid\" })\n mermaid.mermaidAPI.render(id, el.textContent, (svg: string) => {\n\n /* Create a shadow root and inject diagram */\n const shadow = host.attachShadow({ mode: \"closed\" })\n shadow.innerHTML = svg\n\n /* Replace code block with diagram */\n el.replaceWith(host)\n })\n })\n\n /* Create and return component */\n return mermaid$\n .pipe(\n map(() => ({ ref: el }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n defer,\n filter,\n finalize,\n map,\n merge,\n tap\n} from \"rxjs\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Details\n */\nexport interface Details {\n action: \"open\" | \"close\" /* Details state */\n reveal?: boolean /* Details is revealed */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch details\n *\n * @param el - Details element\n * @param options - Options\n *\n * @returns Details observable\n */\nexport function watchDetails(\n el: HTMLDetailsElement, { target$, print$ }: WatchOptions\n): Observable
    {\n let open = true\n return merge(\n\n /* Open and focus details on location target */\n target$\n .pipe(\n map(target => target.closest(\"details:not([open])\")!),\n filter(details => el === details),\n map(() => ({\n action: \"open\", reveal: true\n }) as Details)\n ),\n\n /* Open details on print and close afterwards */\n print$\n .pipe(\n filter(active => active || !open),\n tap(() => open = el.open),\n map(active => ({\n action: active ? \"open\" : \"close\"\n }) as Details)\n )\n )\n}\n\n/**\n * Mount details\n *\n * This function ensures that `details` tags are opened on anchor jumps and\n * prior to printing, so the whole content of the page is visible.\n *\n * @param el - Details element\n * @param options - Options\n *\n * @returns Details component observable\n */\nexport function mountDetails(\n el: HTMLDetailsElement, options: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject
    ()\n push$.subscribe(({ action, reveal }) => {\n if (action === \"open\")\n el.setAttribute(\"open\", \"\")\n else\n el.removeAttribute(\"open\")\n if (reveal)\n el.scrollIntoView()\n })\n\n /* Create and return component */\n return watchDetails(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Observable, of } from \"rxjs\"\n\nimport { renderTable } from \"~/templates\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Data table\n */\nexport interface DataTable {}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Sentinel for replacement\n */\nconst sentinel = h(\"table\")\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount data table\n *\n * This function wraps a data table in another scrollable container, so it can\n * be smoothly scrolled on smaller screen sizes and won't break the layout.\n *\n * @param el - Data table element\n *\n * @returns Data table component observable\n */\nexport function mountDataTable(\n el: HTMLElement\n): Observable> {\n el.replaceWith(sentinel)\n sentinel.replaceWith(renderTable(el))\n\n /* Create and return component */\n return of({ ref: el })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n animationFrameScheduler,\n asyncScheduler,\n auditTime,\n combineLatest,\n defer,\n finalize,\n fromEvent,\n map,\n merge,\n startWith,\n subscribeOn,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport {\n getElement,\n getElementOffset,\n getElementSize,\n getElements,\n watchElementSize\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Content tabs\n */\nexport interface ContentTabs {\n active: HTMLLabelElement /* Active tab label */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch content tabs\n *\n * @param el - Content tabs element\n *\n * @returns Content tabs observable\n */\nexport function watchContentTabs(\n el: HTMLElement\n): Observable {\n const inputs = getElements(\":scope > input\", el)\n const active = inputs.find(input => input.checked) || inputs[0]\n return merge(...inputs.map(input => fromEvent(input, \"change\")\n .pipe(\n map(() => ({\n active: getElement(`label[for=${input.id}]`)\n }) as ContentTabs)\n )\n ))\n .pipe(\n startWith({\n active: getElement(`label[for=${active.id}]`)\n } as ContentTabs)\n )\n}\n\n/**\n * Mount content tabs\n *\n * This function scrolls the active tab into view. While this functionality is\n * provided by browsers as part of `scrollInfoView`, browsers will always also\n * scroll the vertical axis, which we do not want. Thus, we decided to provide\n * this functionality ourselves.\n *\n * @param el - Content tabs element\n *\n * @returns Content tabs component observable\n */\nexport function mountContentTabs(\n el: HTMLElement\n): Observable> {\n const container = getElement(\".tabbed-labels\", el)\n return defer(() => {\n const push$ = new Subject()\n combineLatest([push$, watchElementSize(el)])\n .pipe(\n auditTime(1, animationFrameScheduler),\n takeUntil(push$.pipe(takeLast(1)))\n )\n .subscribe({\n\n /* Handle emission */\n next([{ active }]) {\n const offset = getElementOffset(active)\n const { width } = getElementSize(active)\n\n /* Set tab indicator offset and width */\n el.style.setProperty(\"--md-indicator-x\", `${offset.x}px`)\n el.style.setProperty(\"--md-indicator-width\", `${width}px`)\n\n /* Smoothly scroll container */\n container.scrollTo({\n behavior: \"smooth\",\n left: offset.x\n })\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-indicator-x\")\n el.style.removeProperty(\"--md-indicator-width\")\n }\n })\n\n /* Create and return component */\n return watchContentTabs(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n .pipe(\n subscribeOn(asyncScheduler)\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Observable, merge } from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Annotation } from \"../annotation\"\nimport {\n CodeBlock,\n Mermaid,\n mountCodeBlock,\n mountMermaid\n} from \"../code\"\nimport {\n Details,\n mountDetails\n} from \"../details\"\nimport {\n DataTable,\n mountDataTable\n} from \"../table\"\nimport {\n ContentTabs,\n mountContentTabs\n} from \"../tabs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Content\n */\nexport type Content =\n | Annotation\n | ContentTabs\n | CodeBlock\n | Mermaid\n | DataTable\n | Details\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n target$: Observable /* Location target observable */\n print$: Observable /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount content\n *\n * This function mounts all components that are found in the content of the\n * actual article, including code blocks, data tables and details.\n *\n * @param el - Content element\n * @param options - Options\n *\n * @returns Content component observable\n */\nexport function mountContent(\n el: HTMLElement, { target$, print$ }: MountOptions\n): Observable> {\n return merge(\n\n /* Code blocks */\n ...getElements(\"pre:not(.mermaid) > code\", el)\n .map(child => mountCodeBlock(child, { print$ })),\n\n /* Mermaid diagrams */\n ...getElements(\"pre.mermaid\", el)\n .map(child => mountMermaid(child)),\n\n /* Data tables */\n ...getElements(\"table:not([class])\", el)\n .map(child => mountDataTable(child)),\n\n /* Details */\n ...getElements(\"details\", el)\n .map(child => mountDetails(child, { target$, print$ })),\n\n /* Content tabs */\n ...getElements(\"[data-tabs]\", el)\n .map(child => mountContentTabs(child))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n defer,\n delay,\n finalize,\n map,\n merge,\n of,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport { getElement } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Dialog\n */\nexport interface Dialog {\n message: string /* Dialog message */\n active: boolean /* Dialog is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n alert$: Subject /* Alert subject */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n alert$: Subject /* Alert subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch dialog\n *\n * @param _el - Dialog element\n * @param options - Options\n *\n * @returns Dialog observable\n */\nexport function watchDialog(\n _el: HTMLElement, { alert$ }: WatchOptions\n): Observable {\n return alert$\n .pipe(\n switchMap(message => merge(\n of(true),\n of(false).pipe(delay(2000))\n )\n .pipe(\n map(active => ({ message, active }))\n )\n )\n )\n}\n\n/**\n * Mount dialog\n *\n * This function reveals the dialog in the right corner when a new alert is\n * emitted through the subject that is passed as part of the options.\n *\n * @param el - Dialog element\n * @param options - Options\n *\n * @returns Dialog component observable\n */\nexport function mountDialog(\n el: HTMLElement, options: MountOptions\n): Observable> {\n const inner = getElement(\".md-typeset\", el)\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ message, active }) => {\n inner.textContent = message\n if (active)\n el.setAttribute(\"data-md-state\", \"open\")\n else\n el.removeAttribute(\"data-md-state\")\n })\n\n /* Create and return component */\n return watchDialog(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n combineLatest,\n combineLatestWith,\n defer,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n map,\n of,\n shareReplay,\n startWith,\n switchMap,\n takeLast,\n takeUntil\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n watchElementSize,\n watchToggle\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Main } from \"../../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Header\n */\nexport interface Header {\n height: number /* Header visible height */\n hidden: boolean /* Header is hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n main$: Observable
    /* Main area observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Compute whether the header is hidden\n *\n * If the user scrolls past a certain threshold, the header can be hidden when\n * scrolling down, and shown when scrolling up.\n *\n * @param options - Options\n *\n * @returns Toggle observable\n */\nfunction isHidden({ viewport$ }: WatchOptions): Observable {\n if (!feature(\"header.autohide\"))\n return of(false)\n\n /* Compute direction and turning point */\n const direction$ = viewport$\n .pipe(\n map(({ offset: { y } }) => y),\n bufferCount(2, 1),\n map(([a, b]) => [a < b, b] as const),\n distinctUntilKeyChanged(0)\n )\n\n /* Compute whether header should be hidden */\n const hidden$ = combineLatest([viewport$, direction$])\n .pipe(\n filter(([{ offset }, [, y]]) => Math.abs(y - offset.y) > 100),\n map(([, [direction]]) => direction),\n distinctUntilChanged()\n )\n\n /* Compute threshold for hiding */\n const search$ = watchToggle(\"search\")\n return combineLatest([viewport$, search$])\n .pipe(\n map(([{ offset }, search]) => offset.y > 400 && !search),\n distinctUntilChanged(),\n switchMap(active => active ? hidden$ : of(false)),\n startWith(false)\n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch header\n *\n * @param el - Header element\n * @param options - Options\n *\n * @returns Header observable\n */\nexport function watchHeader(\n el: HTMLElement, options: WatchOptions\n): Observable
    {\n return defer(() => combineLatest([\n watchElementSize(el),\n isHidden(options)\n ]))\n .pipe(\n map(([{ height }, hidden]) => ({\n height,\n hidden\n })),\n distinctUntilChanged((a, b) => (\n a.height === b.height &&\n a.hidden === b.hidden\n )),\n shareReplay(1)\n )\n}\n\n/**\n * Mount header\n *\n * This function manages the different states of the header, i.e. whether it's\n * hidden or rendered with a shadow. This depends heavily on the main area.\n *\n * @param el - Header element\n * @param options - Options\n *\n * @returns Header component observable\n */\nexport function mountHeader(\n el: HTMLElement, { header$, main$ }: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject
    ()\n push$\n .pipe(\n distinctUntilKeyChanged(\"active\"),\n combineLatestWith(header$)\n )\n .subscribe(([{ active }, { hidden }]) => {\n if (active)\n el.setAttribute(\"data-md-state\", hidden ? \"hidden\" : \"shadow\")\n else\n el.removeAttribute(\"data-md-state\")\n })\n\n /* Link to main area */\n main$.subscribe(push$)\n\n /* Create and return component */\n return header$\n .pipe(\n takeUntil(push$.pipe(takeLast(1))),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n defer,\n distinctUntilKeyChanged,\n finalize,\n map,\n tap\n} from \"rxjs\"\n\nimport {\n Viewport,\n getElementSize,\n getOptionalElement,\n watchViewportAt\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Header } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Header\n */\nexport interface HeaderTitle {\n active: boolean /* Header title is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch header title\n *\n * @param el - Heading element\n * @param options - Options\n *\n * @returns Header title observable\n */\nexport function watchHeaderTitle(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n return watchViewportAt(el, { viewport$, header$ })\n .pipe(\n map(({ offset: { y } }) => {\n const { height } = getElementSize(el)\n return {\n active: y >= height\n }\n }),\n distinctUntilKeyChanged(\"active\")\n )\n}\n\n/**\n * Mount header title\n *\n * This function swaps the header title from the site title to the title of the\n * current page when the user scrolls past the first headline.\n *\n * @param el - Header title element\n * @param options - Options\n *\n * @returns Header title component observable\n */\nexport function mountHeaderTitle(\n el: HTMLElement, options: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ active }) => {\n if (active)\n el.setAttribute(\"data-md-state\", \"active\")\n else\n el.removeAttribute(\"data-md-state\")\n })\n\n /* Obtain headline, if any */\n const heading = getOptionalElement(\"article h1\")\n if (typeof heading === \"undefined\")\n return EMPTY\n\n /* Create and return component */\n return watchHeaderTitle(heading, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n map,\n switchMap\n} from \"rxjs\"\n\nimport {\n Viewport,\n watchElementSize\n} from \"~/browser\"\n\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Main area\n */\nexport interface Main {\n offset: number /* Main area top offset */\n height: number /* Main area visible height */\n active: boolean /* Main area is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch main area\n *\n * This function returns an observable that computes the visual parameters of\n * the main area which depends on the viewport vertical offset and height, as\n * well as the height of the header element, if the header is fixed.\n *\n * @param el - Main area element\n * @param options - Options\n *\n * @returns Main area observable\n */\nexport function watchMain(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable
    {\n\n /* Compute necessary adjustment for header */\n const adjust$ = header$\n .pipe(\n map(({ height }) => height),\n distinctUntilChanged()\n )\n\n /* Compute the main area's top and bottom borders */\n const border$ = adjust$\n .pipe(\n switchMap(() => watchElementSize(el)\n .pipe(\n map(({ height }) => ({\n top: el.offsetTop,\n bottom: el.offsetTop + height\n })),\n distinctUntilKeyChanged(\"bottom\")\n )\n )\n )\n\n /* Compute the main area's offset, visible height and if we scrolled past */\n return combineLatest([adjust$, border$, viewport$])\n .pipe(\n map(([header, { top, bottom }, { offset: { y }, size: { height } }]) => {\n height = Math.max(0, height\n - Math.max(0, top - y, header)\n - Math.max(0, height + y - bottom)\n )\n return {\n offset: top - header,\n height,\n active: top - header <= y\n }\n }),\n distinctUntilChanged((a, b) => (\n a.offset === b.offset &&\n a.height === b.height &&\n a.active === b.active\n ))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n asyncScheduler,\n defer,\n finalize,\n fromEvent,\n map,\n mergeMap,\n observeOn,\n of,\n shareReplay,\n startWith,\n tap\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Palette colors\n */\nexport interface PaletteColor {\n scheme?: string /* Color scheme */\n primary?: string /* Primary color */\n accent?: string /* Accent color */\n}\n\n/**\n * Palette\n */\nexport interface Palette {\n index: number /* Palette index */\n color: PaletteColor /* Palette colors */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch color palette\n *\n * @param inputs - Color palette element\n *\n * @returns Color palette observable\n */\nexport function watchPalette(\n inputs: HTMLInputElement[]\n): Observable {\n const current = __md_get(\"__palette\") || {\n index: inputs.findIndex(input => matchMedia(\n input.getAttribute(\"data-md-color-media\")!\n ).matches)\n }\n\n /* Emit changes in color palette */\n return of(...inputs)\n .pipe(\n mergeMap(input => fromEvent(input, \"change\")\n .pipe(\n map(() => input)\n )\n ),\n startWith(inputs[Math.max(0, current.index)]),\n map(input => ({\n index: inputs.indexOf(input),\n color: {\n scheme: input.getAttribute(\"data-md-color-scheme\"),\n primary: input.getAttribute(\"data-md-color-primary\"),\n accent: input.getAttribute(\"data-md-color-accent\")\n }\n } as Palette)),\n shareReplay(1)\n )\n}\n\n/**\n * Mount color palette\n *\n * @param el - Color palette element\n *\n * @returns Color palette component observable\n */\nexport function mountPalette(\n el: HTMLElement\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(palette => {\n document.body.setAttribute(\"data-md-color-switching\", \"\")\n\n /* Set color palette */\n for (const [key, value] of Object.entries(palette.color))\n document.body.setAttribute(`data-md-color-${key}`, value)\n\n /* Toggle visibility */\n for (let index = 0; index < inputs.length; index++) {\n const label = inputs[index].nextElementSibling\n if (label instanceof HTMLElement)\n label.hidden = palette.index !== index\n }\n\n /* Persist preference in local storage */\n __md_set(\"__palette\", palette)\n })\n\n /* Revert transition durations after color switch */\n push$.pipe(observeOn(asyncScheduler))\n .subscribe(() => {\n document.body.removeAttribute(\"data-md-color-switching\")\n })\n\n /* Create and return component */\n const inputs = getElements(\"input\", el)\n return watchPalette(inputs)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ClipboardJS from \"clipboard\"\nimport {\n Observable,\n Subject,\n map,\n tap\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport { getElement } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n alert$: Subject /* Alert subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Extract text to copy\n *\n * @param el - HTML element\n *\n * @returns Extracted text\n */\nfunction extract(el: HTMLElement): string {\n el.setAttribute(\"data-md-copying\", \"\")\n const text = el.innerText\n el.removeAttribute(\"data-md-copying\")\n return text\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up Clipboard.js integration\n *\n * @param options - Options\n */\nexport function setupClipboardJS(\n { alert$ }: SetupOptions\n): void {\n if (ClipboardJS.isSupported()) {\n new Observable(subscriber => {\n new ClipboardJS(\"[data-clipboard-target], [data-clipboard-text]\", {\n text: el => (\n el.getAttribute(\"data-clipboard-text\")! ||\n extract(getElement(\n el.getAttribute(\"data-clipboard-target\")!\n ))\n )\n })\n .on(\"success\", ev => subscriber.next(ev))\n })\n .pipe(\n tap(ev => {\n const trigger = ev.trigger as HTMLElement\n trigger.focus()\n }),\n map(() => translation(\"clipboard.copied\"))\n )\n .subscribe(alert$)\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n catchError,\n defaultIfEmpty,\n map,\n of,\n tap\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport { getElements, requestXML } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Sitemap, i.e. a list of URLs\n */\nexport type Sitemap = string[]\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Preprocess a list of URLs\n *\n * This function replaces the `site_url` in the sitemap with the actual base\n * URL, to allow instant loading to work in occasions like Netlify previews.\n *\n * @param urls - URLs\n *\n * @returns URL path parts\n */\nfunction preprocess(urls: Sitemap): Sitemap {\n if (urls.length < 2)\n return [\"\"]\n\n /* Take the first two URLs and remove everything after the last slash */\n const [root, next] = [...urls]\n .sort((a, b) => a.length - b.length)\n .map(url => url.replace(/[^/]+$/, \"\"))\n\n /* Compute common prefix */\n let index = 0\n if (root === next)\n index = root.length\n else\n while (root.charCodeAt(index) === next.charCodeAt(index))\n index++\n\n /* Remove common prefix and return in original order */\n return urls.map(url => url.replace(root.slice(0, index), \"\"))\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch the sitemap for the given base URL\n *\n * @param base - Base URL\n *\n * @returns Sitemap observable\n */\nexport function fetchSitemap(base?: URL): Observable {\n const cached = __md_get(\"__sitemap\", sessionStorage, base)\n if (cached) {\n return of(cached)\n } else {\n const config = configuration()\n return requestXML(new URL(\"sitemap.xml\", base || config.base))\n .pipe(\n map(sitemap => preprocess(getElements(\"loc\", sitemap)\n .map(node => node.textContent!)\n )),\n catchError(() => EMPTY), // @todo refactor instant loading\n defaultIfEmpty([]),\n tap(sitemap => __md_set(\"__sitemap\", sitemap, sessionStorage, base))\n )\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n NEVER,\n Observable,\n Subject,\n bufferCount,\n catchError,\n concatMap,\n debounceTime,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n fromEvent,\n map,\n merge,\n of,\n sample,\n share,\n skip,\n skipUntil,\n switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"~/_\"\nimport {\n Viewport,\n ViewportOffset,\n getElements,\n getOptionalElement,\n request,\n setLocation,\n setLocationHash\n} from \"~/browser\"\nimport { getComponentElement } from \"~/components\"\nimport { h } from \"~/utilities\"\n\nimport { fetchSitemap } from \"../sitemap\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * History state\n */\nexport interface HistoryState {\n url: URL /* State URL */\n offset?: ViewportOffset /* State viewport offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n document$: Subject /* Document subject */\n location$: Subject /* Location subject */\n viewport$: Observable /* Viewport observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up instant loading\n *\n * When fetching, theoretically, we could use `responseType: \"document\"`, but\n * since all MkDocs links are relative, we need to make sure that the current\n * location matches the document we just loaded. Otherwise any relative links\n * in the document could use the old location.\n *\n * This is the reason why we need to synchronize history events and the process\n * of fetching the document for navigation changes (except `popstate` events):\n *\n * 1. Fetch document via `XMLHTTPRequest`\n * 2. Set new location via `history.pushState`\n * 3. Parse and emit fetched document\n *\n * For `popstate` events, we must not use `history.pushState`, or the forward\n * history will be irreversibly overwritten. In case the request fails, the\n * location change is dispatched regularly.\n *\n * @param options - Options\n */\nexport function setupInstantLoading(\n { document$, location$, viewport$ }: SetupOptions\n): void {\n const config = configuration()\n if (location.protocol === \"file:\")\n return\n\n /* Disable automatic scroll restoration */\n if (\"scrollRestoration\" in history) {\n history.scrollRestoration = \"manual\"\n\n /* Hack: ensure that reloads restore viewport offset */\n fromEvent(window, \"beforeunload\")\n .subscribe(() => {\n history.scrollRestoration = \"auto\"\n })\n }\n\n /* Hack: ensure absolute favicon link to omit 404s when switching */\n const favicon = getOptionalElement(\"link[rel=icon]\")\n if (typeof favicon !== \"undefined\")\n favicon.href = favicon.href\n\n /* Intercept internal navigation */\n const push$ = fetchSitemap()\n .pipe(\n map(paths => paths.map(path => `${new URL(path, config.base)}`)),\n switchMap(urls => fromEvent(document.body, \"click\")\n .pipe(\n filter(ev => !ev.metaKey && !ev.ctrlKey),\n switchMap(ev => {\n if (ev.target instanceof Element) {\n const el = ev.target.closest(\"a\")\n if (el && !el.target) {\n const url = new URL(el.href)\n\n /* Canonicalize URL */\n url.search = \"\"\n url.hash = \"\"\n\n /* Check if URL should be intercepted */\n if (\n url.pathname !== location.pathname &&\n urls.includes(url.toString())\n ) {\n ev.preventDefault()\n return of({\n url: new URL(el.href)\n })\n }\n }\n }\n return NEVER\n })\n )\n ),\n share()\n )\n\n /* Intercept history back and forward */\n const pop$ = fromEvent(window, \"popstate\")\n .pipe(\n filter(ev => ev.state !== null),\n map(ev => ({\n url: new URL(location.href),\n offset: ev.state\n })),\n share()\n )\n\n /* Emit location change */\n merge(push$, pop$)\n .pipe(\n distinctUntilChanged((a, b) => a.url.href === b.url.href),\n map(({ url }) => url)\n )\n .subscribe(location$)\n\n /* Fetch document via `XMLHTTPRequest` */\n const response$ = location$\n .pipe(\n distinctUntilKeyChanged(\"pathname\"),\n switchMap(url => request(url.href)\n .pipe(\n catchError(() => {\n setLocation(url)\n return NEVER\n })\n )\n ),\n share()\n )\n\n /* Set new location via `history.pushState` */\n push$\n .pipe(\n sample(response$)\n )\n .subscribe(({ url }) => {\n history.pushState({}, \"\", `${url}`)\n })\n\n /* Parse and emit fetched document */\n const dom = new DOMParser()\n response$\n .pipe(\n switchMap(res => res.text()),\n map(res => dom.parseFromString(res, \"text/html\"))\n )\n .subscribe(document$)\n\n /* Replace meta tags and components */\n document$\n .pipe(\n skip(1)\n )\n .subscribe(replacement => {\n for (const selector of [\n\n /* Meta tags */\n \"title\",\n \"link[rel=canonical]\",\n \"meta[name=author]\",\n \"meta[name=description]\",\n\n /* Components */\n \"[data-md-component=announce]\",\n \"[data-md-component=container]\",\n \"[data-md-component=header-topic]\",\n \"[data-md-component=outdated]\",\n \"[data-md-component=logo]\",\n \"[data-md-component=skip]\",\n ...feature(\"navigation.tabs.sticky\")\n ? [\"[data-md-component=tabs]\"]\n : []\n ]) {\n const source = getOptionalElement(selector)\n const target = getOptionalElement(selector, replacement)\n if (\n typeof source !== \"undefined\" &&\n typeof target !== \"undefined\"\n ) {\n source.replaceWith(target)\n }\n }\n })\n\n /* Re-evaluate scripts */\n document$\n .pipe(\n skip(1),\n map(() => getComponentElement(\"container\")),\n switchMap(el => getElements(\"script\", el)),\n concatMap(el => {\n const script = h(\"script\")\n if (el.src) {\n for (const name of el.getAttributeNames())\n script.setAttribute(name, el.getAttribute(name)!)\n el.replaceWith(script)\n\n /* Complete when script is loaded */\n return new Observable(observer => {\n script.onload = () => observer.complete()\n })\n\n /* Complete immediately */\n } else {\n script.textContent = el.textContent\n el.replaceWith(script)\n return EMPTY\n }\n })\n )\n .subscribe()\n\n /* Emit history state change */\n merge(push$, pop$)\n .pipe(\n sample(document$)\n )\n .subscribe(({ url, offset }) => {\n if (url.hash && !offset) {\n setLocationHash(url.hash)\n } else {\n window.scrollTo(0, offset?.y || 0)\n }\n })\n\n /* Debounce update of viewport offset */\n viewport$\n .pipe(\n skipUntil(push$),\n debounceTime(250),\n distinctUntilKeyChanged(\"offset\")\n )\n .subscribe(({ offset }) => {\n history.replaceState(offset, \"\")\n })\n\n /* Set viewport offset from history */\n merge(push$, pop$)\n .pipe(\n bufferCount(2, 1),\n filter(([a, b]) => a.url.pathname === b.url.pathname),\n map(([, state]) => state)\n )\n .subscribe(({ offset }) => {\n window.scrollTo(0, offset?.y || 0)\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexDocument } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search document\n */\nexport interface SearchDocument extends SearchIndexDocument {\n parent?: SearchIndexDocument /* Parent article */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search document mapping\n */\nexport type SearchDocumentMap = Map\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search document mapping\n *\n * @param docs - Search index documents\n *\n * @returns Search document map\n */\nexport function setupSearchDocumentMap(\n docs: SearchIndexDocument[]\n): SearchDocumentMap {\n const documents = new Map()\n const parents = new Set()\n for (const doc of docs) {\n const [path, hash] = doc.location.split(\"#\")\n\n /* Extract location, title and tags */\n const location = doc.location\n const title = doc.title\n const tags = doc.tags\n\n /* Escape and cleanup text */\n const text = escapeHTML(doc.text)\n .replace(/\\s+(?=[,.:;!?])/g, \"\")\n .replace(/\\s+/g, \" \")\n\n /* Handle section */\n if (hash) {\n const parent = documents.get(path)!\n\n /* Ignore first section, override article */\n if (!parents.has(parent)) {\n parent.title = doc.title\n parent.text = text\n\n /* Remember that we processed the article */\n parents.add(parent)\n\n /* Add subsequent section */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n parent\n })\n }\n\n /* Add article */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n ...tags && { tags }\n })\n }\n }\n return documents\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexConfig } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlight function\n *\n * @param value - Value\n *\n * @returns Highlighted value\n */\nexport type SearchHighlightFn = (value: string) => string\n\n/**\n * Search highlight factory function\n *\n * @param query - Query value\n *\n * @returns Search highlight function\n */\nexport type SearchHighlightFactoryFn = (query: string) => SearchHighlightFn\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search highlighter\n *\n * @param config - Search index configuration\n * @param escape - Whether to escape HTML\n *\n * @returns Search highlight factory function\n */\nexport function setupSearchHighlighter(\n config: SearchIndexConfig, escape: boolean\n): SearchHighlightFactoryFn {\n const separator = new RegExp(config.separator, \"img\")\n const highlight = (_: unknown, data: string, term: string) => {\n return `${data}${term}`\n }\n\n /* Return factory function */\n return (query: string) => {\n query = query\n .replace(/[\\s*+\\-:~^]+/g, \" \")\n .trim()\n\n /* Create search term match expression */\n const match = new RegExp(`(^|${config.separator})(${\n query\n .replace(/[|\\\\{}()[\\]^$+*?.-]/g, \"\\\\$&\")\n .replace(separator, \"|\")\n })`, \"img\")\n\n /* Highlight string value */\n return value => (\n escape\n ? escapeHTML(value)\n : value\n )\n .replace(match, highlight)\n .replace(/<\\/mark>(\\s+)]*>/img, \"$1\")\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search transformation function\n *\n * @param value - Query value\n *\n * @returns Transformed query value\n */\nexport type SearchTransformFn = (value: string) => string\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Default transformation function\n *\n * 1. Search for terms in quotation marks and prepend a `+` modifier to denote\n * that the resulting document must contain all terms, converting the query\n * to an `AND` query (as opposed to the default `OR` behavior). While users\n * may expect terms enclosed in quotation marks to map to span queries, i.e.\n * for which order is important, Lunr.js doesn't support them, so the best\n * we can do is to convert the terms to an `AND` query.\n *\n * 2. Replace control characters which are not located at the beginning of the\n * query or preceded by white space, or are not followed by a non-whitespace\n * character or are at the end of the query string. Furthermore, filter\n * unmatched quotation marks.\n *\n * 3. Trim excess whitespace from left and right.\n *\n * @param query - Query value\n *\n * @returns Transformed query value\n */\nexport function defaultTransform(query: string): string {\n return query\n .split(/\"([^\"]+)\"/g) /* => 1 */\n .map((terms, index) => index & 1\n ? terms.replace(/^\\b|^(?![^\\x00-\\x7F]|$)|\\s+/g, \" +\")\n : terms\n )\n .join(\"\")\n .replace(/\"|(?:^|\\s+)[*+\\-:^~]+(?=\\s+|$)/g, \"\") /* => 2 */\n .trim() /* => 3 */\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { SearchIndex, SearchResult } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search message type\n */\nexport const enum SearchMessageType {\n SETUP, /* Search index setup */\n READY, /* Search index ready */\n QUERY, /* Search query */\n RESULT /* Search results */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Message containing the data necessary to setup the search index\n */\nexport interface SearchSetupMessage {\n type: SearchMessageType.SETUP /* Message type */\n data: SearchIndex /* Message data */\n}\n\n/**\n * Message indicating the search index is ready\n */\nexport interface SearchReadyMessage {\n type: SearchMessageType.READY /* Message type */\n}\n\n/**\n * Message containing a search query\n */\nexport interface SearchQueryMessage {\n type: SearchMessageType.QUERY /* Message type */\n data: string /* Message data */\n}\n\n/**\n * Message containing results for a search query\n */\nexport interface SearchResultMessage {\n type: SearchMessageType.RESULT /* Message type */\n data: SearchResult /* Message data */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Message exchanged with the search worker\n */\nexport type SearchMessage =\n | SearchSetupMessage\n | SearchReadyMessage\n | SearchQueryMessage\n | SearchResultMessage\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Type guard for search setup messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchSetupMessage(\n message: SearchMessage\n): message is SearchSetupMessage {\n return message.type === SearchMessageType.SETUP\n}\n\n/**\n * Type guard for search ready messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchReadyMessage(\n message: SearchMessage\n): message is SearchReadyMessage {\n return message.type === SearchMessageType.READY\n}\n\n/**\n * Type guard for search query messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchQueryMessage(\n message: SearchMessage\n): message is SearchQueryMessage {\n return message.type === SearchMessageType.QUERY\n}\n\n/**\n * Type guard for search result messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchResultMessage(\n message: SearchMessage\n): message is SearchResultMessage {\n return message.type === SearchMessageType.RESULT\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n ObservableInput,\n Subject,\n from,\n map,\n share\n} from \"rxjs\"\n\nimport { configuration, feature, translation } from \"~/_\"\nimport { WorkerHandler, watchWorker } from \"~/browser\"\n\nimport { SearchIndex } from \"../../_\"\nimport {\n SearchOptions,\n SearchPipeline\n} from \"../../options\"\nimport {\n SearchMessage,\n SearchMessageType,\n SearchSetupMessage,\n isSearchResultMessage\n} from \"../message\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search worker\n */\nexport type SearchWorker = WorkerHandler\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up search index\n *\n * @param data - Search index\n *\n * @returns Search index\n */\nfunction setupSearchIndex({ config, docs }: SearchIndex): SearchIndex {\n\n /* Override default language with value from translation */\n if (config.lang.length === 1 && config.lang[0] === \"en\")\n config.lang = [\n translation(\"search.config.lang\")\n ]\n\n /* Override default separator with value from translation */\n if (config.separator === \"[\\\\s\\\\-]+\")\n config.separator = translation(\"search.config.separator\")\n\n /* Set pipeline from translation */\n const pipeline = translation(\"search.config.pipeline\")\n .split(/\\s*,\\s*/)\n .filter(Boolean) as SearchPipeline\n\n /* Determine search options */\n const options: SearchOptions = {\n pipeline,\n suggestions: feature(\"search.suggest\")\n }\n\n /* Return search index after defaulting */\n return { config, docs, options }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up search worker\n *\n * This function creates a web worker to set up and query the search index,\n * which is done using Lunr.js. The index must be passed as an observable to\n * enable hacks like _localsearch_ via search index embedding as JSON.\n *\n * @param url - Worker URL\n * @param index - Search index observable input\n *\n * @returns Search worker\n */\nexport function setupSearchWorker(\n url: string, index: ObservableInput\n): SearchWorker {\n const config = configuration()\n const worker = new Worker(url)\n\n /* Create communication channels and resolve relative links */\n const tx$ = new Subject()\n const rx$ = watchWorker(worker, { tx$ })\n .pipe(\n map(message => {\n if (isSearchResultMessage(message)) {\n for (const result of message.data.items)\n for (const document of result)\n document.location = `${new URL(document.location, config.base)}`\n }\n return message\n }),\n share()\n )\n\n /* Set up search index */\n from(index)\n .pipe(\n map(data => ({\n type: SearchMessageType.SETUP,\n data: setupSearchIndex(data)\n } as SearchSetupMessage))\n )\n .subscribe(tx$.next.bind(tx$))\n\n /* Return search worker */\n return { tx$, rx$ }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Subject,\n catchError,\n combineLatest,\n filter,\n fromEvent,\n map,\n of,\n switchMap\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport {\n getElement,\n getLocation,\n requestJSON,\n setLocation\n} from \"~/browser\"\nimport { getComponentElements } from \"~/components\"\nimport {\n Version,\n renderVersionSelector\n} from \"~/templates\"\n\nimport { fetchSitemap } from \"../sitemap\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n document$: Subject /* Document subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up version selector\n *\n * @param options - Options\n */\nexport function setupVersionSelector(\n { document$ }: SetupOptions\n): void {\n const config = configuration()\n const versions$ = requestJSON(\n new URL(\"../versions.json\", config.base)\n )\n .pipe(\n catchError(() => EMPTY) // @todo refactor instant loading\n )\n\n /* Determine current version */\n const current$ = versions$\n .pipe(\n map(versions => {\n const [, current] = config.base.match(/([^/]+)\\/?$/)!\n return versions.find(({ version, aliases }) => (\n version === current || aliases.includes(current)\n )) || versions[0]\n })\n )\n\n /* Intercept inter-version navigation */\n combineLatest([versions$, current$])\n .pipe(\n map(([versions, current]) => new Map(versions\n .filter(version => version !== current)\n .map(version => [\n `${new URL(`../${version.version}/`, config.base)}`,\n version\n ])\n )),\n switchMap(urls => fromEvent(document.body, \"click\")\n .pipe(\n filter(ev => !ev.metaKey && !ev.ctrlKey),\n switchMap(ev => {\n if (ev.target instanceof Element) {\n const el = ev.target.closest(\"a\")\n if (el && !el.target && urls.has(el.href)) {\n ev.preventDefault()\n return of(el.href)\n }\n }\n return EMPTY\n }),\n switchMap(url => {\n const { version } = urls.get(url)!\n return fetchSitemap(new URL(url))\n .pipe(\n map(sitemap => {\n const location = getLocation()\n const path = location.href.replace(config.base, \"\")\n return sitemap.includes(path)\n ? new URL(`../${version}/${path}`, config.base)\n : new URL(url)\n })\n )\n })\n )\n )\n )\n .subscribe(url => setLocation(url))\n\n /* Render version selector and warning */\n combineLatest([versions$, current$])\n .subscribe(([versions, current]) => {\n const topic = getElement(\".md-header__topic\")\n topic.appendChild(renderVersionSelector(versions, current))\n })\n\n /* Integrate outdated version banner with instant loading */\n document$.pipe(switchMap(() => current$))\n .subscribe(current => {\n\n /* Check if version state was already determined */\n let outdated = __md_get(\"__outdated\", sessionStorage)\n if (outdated === null) {\n const latest = config.version?.default || \"latest\"\n outdated = !current.aliases.includes(latest)\n\n /* Persist version state in session storage */\n __md_set(\"__outdated\", outdated, sessionStorage)\n }\n\n /* Unhide outdated version banner */\n if (outdated)\n for (const warning of getComponentElements(\"outdated\"))\n warning.hidden = false\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n combineLatest,\n delay,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n filter,\n finalize,\n fromEvent,\n map,\n merge,\n shareReplay,\n startWith,\n take,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport {\n getLocation,\n setToggle,\n watchElementFocus,\n watchToggle\n} from \"~/browser\"\nimport {\n SearchMessageType,\n SearchQueryMessage,\n SearchWorker,\n defaultTransform,\n isSearchReadyMessage\n} from \"~/integrations\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search query\n */\nexport interface SearchQuery {\n value: string /* Query value */\n focus: boolean /* Query focus */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch search query\n *\n * Note that the focus event which triggers re-reading the current query value\n * is delayed by `1ms` so the input's empty state is allowed to propagate.\n *\n * @param el - Search query element\n * @param worker - Search worker\n *\n * @returns Search query observable\n */\nexport function watchSearchQuery(\n el: HTMLInputElement, { rx$ }: SearchWorker\n): Observable {\n const fn = __search?.transform || defaultTransform\n\n /* Immediately show search dialog */\n const { searchParams } = getLocation()\n if (searchParams.has(\"q\"))\n setToggle(\"search\", true)\n\n /* Intercept query parameter (deep link) */\n const param$ = rx$\n .pipe(\n filter(isSearchReadyMessage),\n take(1),\n map(() => searchParams.get(\"q\") || \"\")\n )\n\n /* Remove query parameter when search is closed */\n watchToggle(\"search\")\n .pipe(\n filter(active => !active),\n take(1)\n )\n .subscribe(() => {\n const url = new URL(location.href)\n url.searchParams.delete(\"q\")\n history.replaceState({}, \"\", `${url}`)\n })\n\n /* Set query from parameter */\n param$.subscribe(value => { // TODO: not ideal - find a better way\n if (value) {\n el.value = value\n el.focus()\n }\n })\n\n /* Intercept focus and input events */\n const focus$ = watchElementFocus(el)\n const value$ = merge(\n fromEvent(el, \"keyup\"),\n fromEvent(el, \"focus\").pipe(delay(1)),\n param$\n )\n .pipe(\n map(() => fn(el.value)),\n startWith(\"\"),\n distinctUntilChanged(),\n )\n\n /* Combine into single observable */\n return combineLatest([value$, focus$])\n .pipe(\n map(([value, focus]) => ({ value, focus })),\n shareReplay(1)\n )\n}\n\n/**\n * Mount search query\n *\n * @param el - Search query element\n * @param worker - Search worker\n *\n * @returns Search query component observable\n */\nexport function mountSearchQuery(\n el: HTMLInputElement, { tx$, rx$ }: SearchWorker\n): Observable> {\n const push$ = new Subject()\n\n /* Handle value changes */\n push$\n .pipe(\n distinctUntilKeyChanged(\"value\"),\n map(({ value }): SearchQueryMessage => ({\n type: SearchMessageType.QUERY,\n data: value\n }))\n )\n .subscribe(tx$.next.bind(tx$))\n\n /* Handle focus changes */\n push$\n .pipe(\n distinctUntilKeyChanged(\"focus\")\n )\n .subscribe(({ focus }) => {\n if (focus) {\n setToggle(\"search\", focus)\n el.placeholder = \"\"\n } else {\n el.placeholder = translation(\"search.placeholder\")\n }\n })\n\n /* Handle reset */\n fromEvent(el.form!, \"reset\")\n .pipe(\n takeUntil(push$.pipe(takeLast(1)))\n )\n .subscribe(() => el.focus())\n\n /* Create and return component */\n return watchSearchQuery(el, { tx$, rx$ })\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n filter,\n finalize,\n map,\n merge,\n of,\n skipUntil,\n switchMap,\n take,\n tap,\n withLatestFrom,\n zipWith\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport {\n getElement,\n watchElementBoundary\n} from \"~/browser\"\nimport {\n SearchResult,\n SearchWorker,\n isSearchReadyMessage,\n isSearchResultMessage\n} from \"~/integrations\"\nimport { renderSearchResultItem } from \"~/templates\"\nimport { round } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\nimport { SearchQuery } from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n query$: Observable /* Search query observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search result list\n *\n * This function performs a lazy rendering of the search results, depending on\n * the vertical offset of the search result container.\n *\n * @param el - Search result list element\n * @param worker - Search worker\n * @param options - Options\n *\n * @returns Search result list component observable\n */\nexport function mountSearchResult(\n el: HTMLElement, { rx$ }: SearchWorker, { query$ }: MountOptions\n): Observable> {\n const push$ = new Subject()\n const boundary$ = watchElementBoundary(el.parentElement!)\n .pipe(\n filter(Boolean)\n )\n\n /* Retrieve nested components */\n const meta = getElement(\":scope > :first-child\", el)\n const list = getElement(\":scope > :last-child\", el)\n\n /* Wait until search is ready */\n const ready$ = rx$\n .pipe(\n filter(isSearchReadyMessage),\n take(1)\n )\n\n /* Update search result metadata */\n push$\n .pipe(\n withLatestFrom(query$),\n skipUntil(ready$)\n )\n .subscribe(([{ items }, { value }]) => {\n if (value) {\n switch (items.length) {\n\n /* No results */\n case 0:\n meta.textContent = translation(\"search.result.none\")\n break\n\n /* One result */\n case 1:\n meta.textContent = translation(\"search.result.one\")\n break\n\n /* Multiple result */\n default:\n meta.textContent = translation(\n \"search.result.other\",\n round(items.length)\n )\n }\n } else {\n meta.textContent = translation(\"search.result.placeholder\")\n }\n })\n\n /* Update search result list */\n push$\n .pipe(\n tap(() => list.innerHTML = \"\"),\n switchMap(({ items }) => merge(\n of(...items.slice(0, 10)),\n of(...items.slice(10))\n .pipe(\n bufferCount(4),\n zipWith(boundary$),\n switchMap(([chunk]) => chunk)\n )\n ))\n )\n .subscribe(result => list.appendChild(\n renderSearchResultItem(result)\n ))\n\n /* Filter search result message */\n const result$ = rx$\n .pipe(\n filter(isSearchResultMessage),\n map(({ data }) => data)\n )\n\n /* Create and return component */\n return result$\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n finalize,\n fromEvent,\n map,\n tap\n} from \"rxjs\"\n\nimport { getLocation } from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { SearchQuery } from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search sharing\n */\nexport interface SearchShare {\n url: URL /* Deep link for sharing */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n query$: Observable /* Search query observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n query$: Observable /* Search query observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search sharing\n *\n * @param _el - Search sharing element\n * @param options - Options\n *\n * @returns Search sharing observable\n */\nexport function watchSearchShare(\n _el: HTMLElement, { query$ }: WatchOptions\n): Observable {\n return query$\n .pipe(\n map(({ value }) => {\n const url = getLocation()\n url.hash = \"\"\n url.searchParams.delete(\"h\")\n url.searchParams.set(\"q\", value)\n return { url }\n })\n )\n}\n\n/**\n * Mount search sharing\n *\n * @param el - Search sharing element\n * @param options - Options\n *\n * @returns Search sharing component observable\n */\nexport function mountSearchShare(\n el: HTMLAnchorElement, options: MountOptions\n): Observable> {\n const push$ = new Subject()\n push$.subscribe(({ url }) => {\n el.setAttribute(\"data-clipboard-text\", el.href)\n el.href = `${url}`\n })\n\n /* Prevent following of link */\n fromEvent(el, \"click\")\n .subscribe(ev => ev.preventDefault())\n\n /* Create and return component */\n return watchSearchShare(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n asyncScheduler,\n combineLatestWith,\n distinctUntilChanged,\n filter,\n finalize,\n fromEvent,\n map,\n merge,\n observeOn,\n tap\n} from \"rxjs\"\n\nimport { Keyboard } from \"~/browser\"\nimport {\n SearchResult,\n SearchWorker,\n isSearchResultMessage\n} from \"~/integrations\"\n\nimport { Component, getComponentElement } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search suggestions\n */\nexport interface SearchSuggest {}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n keyboard$: Observable /* Keyboard observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search suggestions\n *\n * This function will perform a lazy rendering of the search results, depending\n * on the vertical offset of the search result container.\n *\n * @param el - Search result list element\n * @param worker - Search worker\n * @param options - Options\n *\n * @returns Search result list component observable\n */\nexport function mountSearchSuggest(\n el: HTMLElement, { rx$ }: SearchWorker, { keyboard$ }: MountOptions\n): Observable> {\n const push$ = new Subject()\n\n /* Retrieve query component and track all changes */\n const query = getComponentElement(\"search-query\")\n const query$ = merge(\n fromEvent(query, \"keydown\"),\n fromEvent(query, \"focus\")\n )\n .pipe(\n observeOn(asyncScheduler),\n map(() => query.value),\n distinctUntilChanged(),\n )\n\n /* Update search suggestions */\n push$\n .pipe(\n combineLatestWith(query$),\n map(([{ suggestions }, value]) => {\n const words = value.split(/([\\s-]+)/)\n if (suggestions?.length && words[words.length - 1]) {\n const last = suggestions[suggestions.length - 1]\n if (last.startsWith(words[words.length - 1]))\n words[words.length - 1] = last\n } else {\n words.length = 0\n }\n return words\n })\n )\n .subscribe(words => el.innerHTML = words\n .join(\"\")\n .replace(/\\s/g, \" \")\n )\n\n /* Set up search keyboard handlers */\n keyboard$\n .pipe(\n filter(({ mode }) => mode === \"search\")\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Right arrow: accept current suggestion */\n case \"ArrowRight\":\n if (\n el.innerText.length &&\n query.selectionStart === query.value.length\n )\n query.value = el.innerText\n break\n }\n })\n\n /* Filter search result message */\n const result$ = rx$\n .pipe(\n filter(isSearchResultMessage),\n map(({ data }) => data)\n )\n\n /* Create and return component */\n return result$\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(() => ({ ref: el }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n NEVER,\n Observable,\n ObservableInput,\n filter,\n merge,\n mergeWith,\n sample,\n take\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport {\n Keyboard,\n getActiveElement,\n getElements,\n setToggle\n} from \"~/browser\"\nimport {\n SearchIndex,\n SearchResult,\n isSearchQueryMessage,\n isSearchReadyMessage,\n setupSearchWorker\n} from \"~/integrations\"\n\nimport {\n Component,\n getComponentElement,\n getComponentElements\n} from \"../../_\"\nimport {\n SearchQuery,\n mountSearchQuery\n} from \"../query\"\nimport { mountSearchResult } from \"../result\"\nimport {\n SearchShare,\n mountSearchShare\n} from \"../share\"\nimport {\n SearchSuggest,\n mountSearchSuggest\n} from \"../suggest\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search\n */\nexport type Search =\n | SearchQuery\n | SearchResult\n | SearchShare\n | SearchSuggest\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n index$: ObservableInput /* Search index observable */\n keyboard$: Observable /* Keyboard observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search\n *\n * This function sets up the search functionality, including the underlying\n * web worker and all keyboard bindings.\n *\n * @param el - Search element\n * @param options - Options\n *\n * @returns Search component observable\n */\nexport function mountSearch(\n el: HTMLElement, { index$, keyboard$ }: MountOptions\n): Observable> {\n const config = configuration()\n try {\n const url = __search?.worker || config.search\n const worker = setupSearchWorker(url, index$)\n\n /* Retrieve query and result components */\n const query = getComponentElement(\"search-query\", el)\n const result = getComponentElement(\"search-result\", el)\n\n /* Re-emit query when search is ready */\n const { tx$, rx$ } = worker\n tx$\n .pipe(\n filter(isSearchQueryMessage),\n sample(rx$.pipe(filter(isSearchReadyMessage))),\n take(1)\n )\n .subscribe(tx$.next.bind(tx$))\n\n /* Set up search keyboard handlers */\n keyboard$\n .pipe(\n filter(({ mode }) => mode === \"search\")\n )\n .subscribe(key => {\n const active = getActiveElement()\n switch (key.type) {\n\n /* Enter: go to first (best) result */\n case \"Enter\":\n if (active === query) {\n const anchors = new Map()\n for (const anchor of getElements(\n \":first-child [href]\", result\n )) {\n const article = anchor.firstElementChild!\n anchors.set(anchor, parseFloat(\n article.getAttribute(\"data-md-score\")!\n ))\n }\n\n /* Go to result with highest score, if any */\n if (anchors.size) {\n const [[best]] = [...anchors].sort(([, a], [, b]) => b - a)\n best.click()\n }\n\n /* Otherwise omit form submission */\n key.claim()\n }\n break\n\n /* Escape or Tab: close search */\n case \"Escape\":\n case \"Tab\":\n setToggle(\"search\", false)\n query.blur()\n break\n\n /* Vertical arrows: select previous or next search result */\n case \"ArrowUp\":\n case \"ArrowDown\":\n if (typeof active === \"undefined\") {\n query.focus()\n } else {\n const els = [query, ...getElements(\n \":not(details) > [href], summary, details[open] [href]\",\n result\n )]\n const i = Math.max(0, (\n Math.max(0, els.indexOf(active)) + els.length + (\n key.type === \"ArrowUp\" ? -1 : +1\n )\n ) % els.length)\n els[i].focus()\n }\n\n /* Prevent scrolling of page */\n key.claim()\n break\n\n /* All other keys: hand to search query */\n default:\n if (query !== getActiveElement())\n query.focus()\n }\n })\n\n /* Set up global keyboard handlers */\n keyboard$\n .pipe(\n filter(({ mode }) => mode === \"global\"),\n )\n .subscribe(key => {\n switch (key.type) {\n\n /* Open search and select query */\n case \"f\":\n case \"s\":\n case \"/\":\n query.focus()\n query.select()\n\n /* Prevent scrolling of page */\n key.claim()\n break\n }\n })\n\n /* Create and return component */\n const query$ = mountSearchQuery(query, worker)\n const result$ = mountSearchResult(result, worker, { query$ })\n return merge(query$, result$)\n .pipe(\n mergeWith(\n\n /* Search sharing */\n ...getComponentElements(\"search-share\", el)\n .map(child => mountSearchShare(child, { query$ })),\n\n /* Search suggestions */\n ...getComponentElements(\"search-suggest\", el)\n .map(child => mountSearchSuggest(child, worker, { keyboard$ }))\n )\n )\n\n /* Gracefully handle broken search */\n } catch (err) {\n el.hidden = true\n return NEVER\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n ObservableInput,\n combineLatest,\n filter,\n map,\n startWith\n} from \"rxjs\"\n\nimport { getLocation } from \"~/browser\"\nimport {\n SearchIndex,\n setupSearchHighlighter\n} from \"~/integrations\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlighting\n */\nexport interface SearchHighlight {\n nodes: Map /* Map of replacements */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n index$: ObservableInput /* Search index observable */\n location$: Observable /* Location observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search highlighting\n *\n * @param el - Content element\n * @param options - Options\n *\n * @returns Search highlighting component observable\n */\nexport function mountSearchHiglight(\n el: HTMLElement, { index$, location$ }: MountOptions\n): Observable> {\n return combineLatest([\n index$,\n location$\n .pipe(\n startWith(getLocation()),\n filter(url => !!url.searchParams.get(\"h\"))\n )\n ])\n .pipe(\n map(([index, url]) => setupSearchHighlighter(index.config, true)(\n url.searchParams.get(\"h\")!\n )),\n map(fn => {\n const nodes = new Map()\n\n /* Traverse text nodes and collect matches */\n const it = document.createNodeIterator(el, NodeFilter.SHOW_TEXT)\n for (let node = it.nextNode(); node; node = it.nextNode()) {\n if (node.parentElement?.offsetHeight) {\n const original = node.textContent!\n const replaced = fn(original)\n if (replaced.length > original.length)\n nodes.set(node as ChildNode, replaced)\n }\n }\n\n /* Replace original nodes with matches */\n for (const [node, text] of nodes) {\n const { childNodes } = h(\"span\", null, text)\n node.replaceWith(...Array.from(childNodes))\n }\n\n /* Return component */\n return { ref: el, nodes }\n })\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n animationFrameScheduler,\n auditTime,\n combineLatest,\n defer,\n distinctUntilChanged,\n finalize,\n map,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport {\n Viewport,\n getElement,\n getElementOffset\n} from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Sidebar\n */\nexport interface Sidebar {\n height: number /* Sidebar height */\n locked: boolean /* Sidebar is locked */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n main$: Observable
    /* Main area observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n main$: Observable
    /* Main area observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch sidebar\n *\n * This function returns an observable that computes the visual parameters of\n * the sidebar which depends on the vertical viewport offset, as well as the\n * height of the main area. When the page is scrolled beyond the header, the\n * sidebar is locked and fills the remaining space.\n *\n * @param el - Sidebar element\n * @param options - Options\n *\n * @returns Sidebar observable\n */\nexport function watchSidebar(\n el: HTMLElement, { viewport$, main$ }: WatchOptions\n): Observable {\n const parent = el.parentElement!\n const adjust =\n parent.offsetTop -\n parent.parentElement!.offsetTop\n\n /* Compute the sidebar's available height and if it should be locked */\n return combineLatest([main$, viewport$])\n .pipe(\n map(([{ offset, height }, { offset: { y } }]) => {\n height = height\n + Math.min(adjust, Math.max(0, y - offset))\n - adjust\n return {\n height,\n locked: y >= offset + adjust\n }\n }),\n distinctUntilChanged((a, b) => (\n a.height === b.height &&\n a.locked === b.locked\n ))\n )\n}\n\n/**\n * Mount sidebar\n *\n * This function doesn't set the height of the actual sidebar, but of its first\n * child \u2013 the `.md-sidebar__scrollwrap` element in order to mitigiate jittery\n * sidebars when the footer is scrolled into view. At some point we switched\n * from `absolute` / `fixed` positioning to `sticky` positioning, significantly\n * reducing jitter in some browsers (respectively Firefox and Safari) when\n * scrolling from the top. However, top-aligned sticky positioning means that\n * the sidebar snaps to the bottom when the end of the container is reached.\n * This is what leads to the mentioned jitter, as the sidebar's height may be\n * updated too slowly.\n *\n * This behaviour can be mitigiated by setting the height of the sidebar to `0`\n * while preserving the padding, and the height on its first element.\n *\n * @param el - Sidebar element\n * @param options - Options\n *\n * @returns Sidebar component observable\n */\nexport function mountSidebar(\n el: HTMLElement, { header$, ...options }: MountOptions\n): Observable> {\n const inner = getElement(\".md-sidebar__scrollwrap\", el)\n const { y } = getElementOffset(inner)\n return defer(() => {\n const push$ = new Subject()\n push$\n .pipe(\n auditTime(0, animationFrameScheduler),\n withLatestFrom(header$)\n )\n .subscribe({\n\n /* Handle emission */\n next([{ height }, { height: offset }]) {\n inner.style.height = `${height - 2 * y}px`\n el.style.top = `${offset}px`\n },\n\n /* Handle complete */\n complete() {\n inner.style.height = \"\"\n el.style.top = \"\"\n }\n })\n\n /* Create and return component */\n return watchSidebar(el, options)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Repo, User } from \"github-types\"\nimport {\n EMPTY,\n Observable,\n catchError,\n defaultIfEmpty,\n map,\n zip\n} from \"rxjs\"\n\nimport { requestJSON } from \"~/browser\"\n\nimport { SourceFacts } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * GitHub release (partial)\n */\ninterface Release {\n tag_name: string /* Tag name */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch GitHub repository facts\n *\n * @param user - GitHub user or organization\n * @param repo - GitHub repository\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFactsFromGitHub(\n user: string, repo?: string\n): Observable {\n if (typeof repo !== \"undefined\") {\n const url = `https://api.github.com/repos/${user}/${repo}`\n return zip(\n\n /* Fetch version */\n requestJSON(`${url}/releases/latest`)\n .pipe(\n catchError(() => EMPTY), // @todo refactor instant loading\n map(release => ({\n version: release.tag_name\n })),\n defaultIfEmpty({})\n ),\n\n /* Fetch stars and forks */\n requestJSON(url)\n .pipe(\n catchError(() => EMPTY), // @todo refactor instant loading\n map(info => ({\n stars: info.stargazers_count,\n forks: info.forks_count\n })),\n defaultIfEmpty({})\n )\n )\n .pipe(\n map(([release, info]) => ({ ...release, ...info }))\n )\n\n /* User or organization */\n } else {\n const url = `https://api.github.com/users/${user}`\n return requestJSON(url)\n .pipe(\n map(info => ({\n repositories: info.public_repos\n })),\n defaultIfEmpty({})\n )\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ProjectSchema } from \"gitlab\"\nimport {\n EMPTY,\n Observable,\n catchError,\n defaultIfEmpty,\n map\n} from \"rxjs\"\n\nimport { requestJSON } from \"~/browser\"\n\nimport { SourceFacts } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch GitLab repository facts\n *\n * @param base - GitLab base\n * @param project - GitLab project\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFactsFromGitLab(\n base: string, project: string\n): Observable {\n const url = `https://${base}/api/v4/projects/${encodeURIComponent(project)}`\n return requestJSON(url)\n .pipe(\n catchError(() => EMPTY), // @todo refactor instant loading\n map(({ star_count, forks_count }) => ({\n stars: star_count,\n forks: forks_count\n })),\n defaultIfEmpty({})\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { EMPTY, Observable } from \"rxjs\"\n\nimport { fetchSourceFactsFromGitHub } from \"../github\"\nimport { fetchSourceFactsFromGitLab } from \"../gitlab\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository facts for repositories\n */\nexport interface RepositoryFacts {\n stars?: number /* Number of stars */\n forks?: number /* Number of forks */\n version?: string /* Latest version */\n}\n\n/**\n * Repository facts for organizations\n */\nexport interface OrganizationFacts {\n repositories?: number /* Number of repositories */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Repository facts\n */\nexport type SourceFacts =\n | RepositoryFacts\n | OrganizationFacts\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch repository facts\n *\n * @param url - Repository URL\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFacts(\n url: string\n): Observable {\n const [type] = url.match(/(git(?:hub|lab))/i) || []\n switch (type.toLowerCase()) {\n\n /* GitHub repository */\n case \"github\":\n const [, user, repo] = url.match(/^.+github\\.com\\/([^/]+)\\/?([^/]+)?/i)!\n return fetchSourceFactsFromGitHub(user, repo)\n\n /* GitLab repository */\n case \"gitlab\":\n const [, base, slug] = url.match(/^.+?([^/]*gitlab[^/]+)\\/(.+?)\\/?$/i)!\n return fetchSourceFactsFromGitLab(base, slug)\n\n /* Everything else */\n default:\n return EMPTY\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n EMPTY,\n Observable,\n Subject,\n catchError,\n defer,\n filter,\n finalize,\n map,\n of,\n shareReplay,\n tap\n} from \"rxjs\"\n\nimport { getElement } from \"~/browser\"\nimport { renderSourceFacts } from \"~/templates\"\n\nimport { Component } from \"../../_\"\nimport {\n SourceFacts,\n fetchSourceFacts\n} from \"../facts\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository information\n */\nexport interface Source {\n facts: SourceFacts /* Repository facts */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository information observable\n */\nlet fetch$: Observable\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch repository information\n *\n * This function tries to read the repository facts from session storage, and\n * if unsuccessful, fetches them from the underlying provider.\n *\n * @param el - Repository information element\n *\n * @returns Repository information observable\n */\nexport function watchSource(\n el: HTMLAnchorElement\n): Observable {\n return fetch$ ||= defer(() => {\n const cached = __md_get(\"__source\", sessionStorage)\n if (cached)\n return of(cached)\n else\n return fetchSourceFacts(el.href)\n .pipe(\n tap(facts => __md_set(\"__source\", facts, sessionStorage))\n )\n })\n .pipe(\n catchError(() => EMPTY),\n filter(facts => Object.keys(facts).length > 0),\n map(facts => ({ facts })),\n shareReplay(1)\n )\n}\n\n/**\n * Mount repository information\n *\n * @param el - Repository information element\n *\n * @returns Repository information component observable\n */\nexport function mountSource(\n el: HTMLAnchorElement\n): Observable> {\n const inner = getElement(\":scope > :last-child\", el)\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ facts }) => {\n inner.appendChild(renderSourceFacts(facts))\n inner.setAttribute(\"data-md-state\", \"done\")\n })\n\n /* Create and return component */\n return watchSource(el)\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n defer,\n distinctUntilKeyChanged,\n finalize,\n map,\n of,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n watchElementSize,\n watchViewportAt\n} from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Navigation tabs\n */\nexport interface Tabs {\n hidden: boolean /* Navigation tabs are hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch navigation tabs\n *\n * @param el - Navigation tabs element\n * @param options - Options\n *\n * @returns Navigation tabs observable\n */\nexport function watchTabs(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n return watchElementSize(document.body)\n .pipe(\n switchMap(() => watchViewportAt(el, { header$, viewport$ })),\n map(({ offset: { y } }) => {\n return {\n hidden: y >= 10\n }\n }),\n distinctUntilKeyChanged(\"hidden\")\n )\n}\n\n/**\n * Mount navigation tabs\n *\n * This function hides the navigation tabs when scrolling past the threshold\n * and makes them reappear in a nice CSS animation when scrolling back up.\n *\n * @param el - Navigation tabs element\n * @param options - Options\n *\n * @returns Navigation tabs component observable\n */\nexport function mountTabs(\n el: HTMLElement, options: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n if (hidden)\n el.setAttribute(\"data-md-state\", \"hidden\")\n else\n el.removeAttribute(\"data-md-state\")\n },\n\n /* Handle complete */\n complete() {\n el.removeAttribute(\"data-md-state\")\n }\n })\n\n /* Create and return component */\n return (\n feature(\"navigation.tabs.sticky\")\n ? of({ hidden: false })\n : watchTabs(el, options)\n )\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n combineLatestWith,\n debounceTime,\n defer,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n finalize,\n map,\n of,\n repeat,\n scan,\n share,\n skip,\n startWith,\n switchMap,\n takeLast,\n takeUntil,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n Viewport,\n getElement,\n getElements,\n getLocation,\n getOptionalElement,\n watchElementSize\n} from \"~/browser\"\n\nimport {\n Component,\n getComponentElement\n} from \"../_\"\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Table of contents\n */\nexport interface TableOfContents {\n prev: HTMLAnchorElement[][] /* Anchors (previous) */\n next: HTMLAnchorElement[][] /* Anchors (next) */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n target$: Observable /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch table of contents\n *\n * This is effectively a scroll spy implementation which will account for the\n * fixed header and automatically re-calculate anchor offsets when the viewport\n * is resized. The returned observable will only emit if the table of contents\n * needs to be repainted.\n *\n * This implementation tracks an anchor element's entire path starting from its\n * level up to the top-most anchor element, e.g. `[h3, h2, h1]`. Although the\n * Material theme currently doesn't make use of this information, it enables\n * the styling of the entire hierarchy through customization.\n *\n * Note that the current anchor is the last item of the `prev` anchor list.\n *\n * @param el - Table of contents element\n * @param options - Options\n *\n * @returns Table of contents observable\n */\nexport function watchTableOfContents(\n el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable {\n const table = new Map()\n\n /* Compute anchor-to-target mapping */\n const anchors = getElements(\"[href^=\\\\#]\", el)\n for (const anchor of anchors) {\n const id = decodeURIComponent(anchor.hash.substring(1))\n const target = getOptionalElement(`[id=\"${id}\"]`)\n if (typeof target !== \"undefined\")\n table.set(anchor, target)\n }\n\n /* Compute necessary adjustment for header */\n const adjust$ = header$\n .pipe(\n distinctUntilKeyChanged(\"height\"),\n map(({ height }) => {\n const main = getComponentElement(\"main\")\n const grid = getElement(\":scope > :first-child\", main)\n return height + 0.8 * (\n grid.offsetTop -\n main.offsetTop\n )\n }),\n share()\n )\n\n /* Compute partition of previous and next anchors */\n const partition$ = watchElementSize(document.body)\n .pipe(\n distinctUntilKeyChanged(\"height\"),\n\n /* Build index to map anchor paths to vertical offsets */\n switchMap(body => defer(() => {\n let path: HTMLAnchorElement[] = []\n return of([...table].reduce((index, [anchor, target]) => {\n while (path.length) {\n const last = table.get(path[path.length - 1])!\n if (last.tagName >= target.tagName) {\n path.pop()\n } else {\n break\n }\n }\n\n /* If the current anchor is hidden, continue with its parent */\n let offset = target.offsetTop\n while (!offset && target.parentElement) {\n target = target.parentElement\n offset = target.offsetTop\n }\n\n /* Map reversed anchor path to vertical offset */\n return index.set(\n [...path = [...path, anchor]].reverse(),\n offset\n )\n }, new Map()))\n })\n .pipe(\n\n /* Sort index by vertical offset (see https://bit.ly/30z6QSO) */\n map(index => new Map([...index].sort(([, a], [, b]) => a - b))),\n combineLatestWith(adjust$),\n\n /* Re-compute partition when viewport offset changes */\n switchMap(([index, adjust]) => viewport$\n .pipe(\n scan(([prev, next], { offset: { y }, size }) => {\n const last = y + size.height >= Math.floor(body.height)\n\n /* Look forward */\n while (next.length) {\n const [, offset] = next[0]\n if (offset - adjust < y || last) {\n prev = [...prev, next.shift()!]\n } else {\n break\n }\n }\n\n /* Look backward */\n while (prev.length) {\n const [, offset] = prev[prev.length - 1]\n if (offset - adjust >= y && !last) {\n next = [prev.pop()!, ...next]\n } else {\n break\n }\n }\n\n /* Return partition */\n return [prev, next]\n }, [[], [...index]]),\n distinctUntilChanged((a, b) => (\n a[0] === b[0] &&\n a[1] === b[1]\n ))\n )\n )\n )\n )\n )\n\n /* Compute and return anchor list migrations */\n return partition$\n .pipe(\n map(([prev, next]) => ({\n prev: prev.map(([path]) => path),\n next: next.map(([path]) => path)\n })),\n\n /* Extract anchor list migrations */\n startWith({ prev: [], next: [] }),\n bufferCount(2, 1),\n map(([a, b]) => {\n\n /* Moving down */\n if (a.prev.length < b.prev.length) {\n return {\n prev: b.prev.slice(Math.max(0, a.prev.length - 1), b.prev.length),\n next: []\n }\n\n /* Moving up */\n } else {\n return {\n prev: b.prev.slice(-1),\n next: b.next.slice(0, b.next.length - a.next.length)\n }\n }\n })\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount table of contents\n *\n * @param el - Table of contents element\n * @param options - Options\n *\n * @returns Table of contents component observable\n */\nexport function mountTableOfContents(\n el: HTMLElement, { viewport$, header$, target$ }: MountOptions\n): Observable> {\n return defer(() => {\n const push$ = new Subject()\n push$.subscribe(({ prev, next }) => {\n\n /* Look forward */\n for (const [anchor] of next) {\n anchor.removeAttribute(\"data-md-state\")\n anchor.classList.remove(\n \"md-nav__link--active\"\n )\n }\n\n /* Look backward */\n for (const [index, [anchor]] of prev.entries()) {\n anchor.setAttribute(\"data-md-state\", \"blur\")\n anchor.classList.toggle(\n \"md-nav__link--active\",\n index === prev.length - 1\n )\n }\n })\n\n /* Set up anchor tracking, if enabled */\n if (feature(\"navigation.tracking\"))\n viewport$\n .pipe(\n takeUntil(push$.pipe(takeLast(1))),\n distinctUntilKeyChanged(\"offset\"),\n debounceTime(250),\n skip(1),\n takeUntil(target$.pipe(skip(1))),\n repeat({ delay: 250 }),\n withLatestFrom(push$)\n )\n .subscribe(([, { prev }]) => {\n const url = getLocation()\n\n /* Set hash fragment to active anchor */\n const anchor = prev[prev.length - 1]\n if (anchor && anchor.length) {\n const [active] = anchor\n const { hash } = new URL(active.href)\n if (url.hash !== hash) {\n url.hash = hash\n history.replaceState({}, \"\", `${url}`)\n }\n\n /* Reset anchor when at the top */\n } else {\n url.hash = \"\"\n history.replaceState({}, \"\", `${url}`)\n }\n })\n\n /* Create and return component */\n return watchTableOfContents(el, { viewport$, header$ })\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n Subject,\n bufferCount,\n combineLatest,\n distinctUntilChanged,\n distinctUntilKeyChanged,\n endWith,\n finalize,\n map,\n repeat,\n skip,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { Viewport } from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Back-to-top button\n */\nexport interface BackToTop {\n hidden: boolean /* Back-to-top button is hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n viewport$: Observable /* Viewport observable */\n main$: Observable
    /* Main area observable */\n target$: Observable /* Location target observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n viewport$: Observable /* Viewport observable */\n header$: Observable
    /* Header observable */\n main$: Observable
    /* Main area observable */\n target$: Observable /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch back-to-top\n *\n * @param _el - Back-to-top element\n * @param options - Options\n *\n * @returns Back-to-top observable\n */\nexport function watchBackToTop(\n _el: HTMLElement, { viewport$, main$, target$ }: WatchOptions\n): Observable {\n\n /* Compute direction */\n const direction$ = viewport$\n .pipe(\n map(({ offset: { y } }) => y),\n bufferCount(2, 1),\n map(([a, b]) => a > b && b > 0),\n distinctUntilChanged()\n )\n\n /* Compute whether main area is active */\n const active$ = main$\n .pipe(\n map(({ active }) => active)\n )\n\n /* Compute threshold for hiding */\n return combineLatest([active$, direction$])\n .pipe(\n map(([active, direction]) => !(active && direction)),\n distinctUntilChanged(),\n takeUntil(target$.pipe(skip(1))),\n endWith(true),\n repeat({ delay: 250 }),\n map(hidden => ({ hidden }))\n )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount back-to-top\n *\n * @param el - Back-to-top element\n * @param options - Options\n *\n * @returns Back-to-top component observable\n */\nexport function mountBackToTop(\n el: HTMLElement, { viewport$, header$, main$, target$ }: MountOptions\n): Observable> {\n const push$ = new Subject()\n push$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n if (hidden) {\n el.setAttribute(\"data-md-state\", \"hidden\")\n el.setAttribute(\"tabindex\", \"-1\")\n el.blur()\n } else {\n el.removeAttribute(\"data-md-state\")\n el.removeAttribute(\"tabindex\")\n }\n },\n\n /* Handle complete */\n complete() {\n el.style.top = \"\"\n el.setAttribute(\"data-md-state\", \"hidden\")\n el.removeAttribute(\"tabindex\")\n }\n })\n\n /* Watch header height */\n header$\n .pipe(\n takeUntil(push$.pipe(endWith(0), takeLast(1))),\n distinctUntilKeyChanged(\"height\")\n )\n .subscribe(({ height }) => {\n el.style.top = `${height + 16}px`\n })\n\n /* Create and return component */\n return watchBackToTop(el, { viewport$, main$, target$ })\n .pipe(\n tap(state => push$.next(state)),\n finalize(() => push$.complete()),\n map(state => ({ ref: el, ...state }))\n )\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n fromEvent,\n map,\n mergeMap,\n switchMap,\n takeWhile,\n tap,\n withLatestFrom\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n document$: Observable /* Document observable */\n tablet$: Observable /* Media tablet observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch indeterminate checkboxes\n *\n * This function replaces the indeterminate \"pseudo state\" with the actual\n * indeterminate state, which is used to keep navigation always expanded.\n *\n * @param options - Options\n */\nexport function patchIndeterminate(\n { document$, tablet$ }: PatchOptions\n): void {\n document$\n .pipe(\n switchMap(() => getElements(\n \"[data-md-state=indeterminate]\"\n )),\n tap(el => {\n el.indeterminate = true\n el.checked = false\n }),\n mergeMap(el => fromEvent(el, \"change\")\n .pipe(\n takeWhile(() => el.hasAttribute(\"data-md-state\")),\n map(() => el)\n )\n ),\n withLatestFrom(tablet$)\n )\n .subscribe(([el, tablet]) => {\n el.removeAttribute(\"data-md-state\")\n if (tablet)\n el.checked = false\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n filter,\n fromEvent,\n map,\n mergeMap,\n switchMap,\n tap\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n document$: Observable /* Document observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Check whether the given device is an Apple device\n *\n * @returns Test result\n */\nfunction isAppleDevice(): boolean {\n return /(iPad|iPhone|iPod)/.test(navigator.userAgent)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch all elements with `data-md-scrollfix` attributes\n *\n * This is a year-old patch which ensures that overflow scrolling works at the\n * top and bottom of containers on iOS by ensuring a `1px` scroll offset upon\n * the start of a touch event.\n *\n * @see https://bit.ly/2SCtAOO - Original source\n *\n * @param options - Options\n */\nexport function patchScrollfix(\n { document$ }: PatchOptions\n): void {\n document$\n .pipe(\n switchMap(() => getElements(\"[data-md-scrollfix]\")),\n tap(el => el.removeAttribute(\"data-md-scrollfix\")),\n filter(isAppleDevice),\n mergeMap(el => fromEvent(el, \"touchstart\")\n .pipe(\n map(() => el)\n )\n )\n )\n .subscribe(el => {\n const top = el.scrollTop\n\n /* We're at the top of the container */\n if (top === 0) {\n el.scrollTop = 1\n\n /* We're at the bottom of the container */\n } else if (top + el.offsetHeight === el.scrollHeight) {\n el.scrollTop = top - 1\n }\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n Observable,\n combineLatest,\n delay,\n map,\n of,\n switchMap,\n withLatestFrom\n} from \"rxjs\"\n\nimport {\n Viewport,\n watchToggle\n} from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n viewport$: Observable /* Viewport observable */\n tablet$: Observable /* Media tablet observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch the document body to lock when search is open\n *\n * For mobile and tablet viewports, the search is rendered full screen, which\n * leads to scroll leaking when at the top or bottom of the search result. This\n * function locks the body when the search is in full screen mode, and restores\n * the scroll position when leaving.\n *\n * @param options - Options\n */\nexport function patchScrolllock(\n { viewport$, tablet$ }: PatchOptions\n): void {\n combineLatest([watchToggle(\"search\"), tablet$])\n .pipe(\n map(([active, tablet]) => active && !tablet),\n switchMap(active => of(active)\n .pipe(\n delay(active ? 400 : 100)\n )\n ),\n withLatestFrom(viewport$)\n )\n .subscribe(([active, { offset: { y }}]) => {\n if (active) {\n document.body.setAttribute(\"data-md-state\", \"lock\")\n document.body.style.top = `-${y}px`\n } else {\n const value = -1 * parseInt(document.body.style.top, 10)\n document.body.removeAttribute(\"data-md-state\")\n document.body.style.top = \"\"\n if (value)\n window.scrollTo(0, value)\n }\n })\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Polyfills\n * ------------------------------------------------------------------------- */\n\n/* Polyfill `Object.entries` */\nif (!Object.entries)\n Object.entries = function (obj: object) {\n const data: [string, string][] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n data.push([key, obj[key]])\n\n /* Return entries */\n return data\n }\n\n/* Polyfill `Object.values` */\nif (!Object.values)\n Object.values = function (obj: object) {\n const data: string[] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n 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+ "names": [] +} diff --git a/7.3/assets/javascripts/lunr/min/lunr.ar.min.js b/7.3/assets/javascripts/lunr/min/lunr.ar.min.js new file mode 100755 index 00000000..248ddc5d --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.ar.min.js @@ -0,0 +1 @@ +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ar=function(){this.pipeline.reset(),this.pipeline.add(e.ar.trimmer,e.ar.stopWordFilter,e.ar.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ar.stemmer))},e.ar.wordCharacters="ء-ٛٱـ",e.ar.trimmer=e.trimmerSupport.generateTrimmer(e.ar.wordCharacters),e.Pipeline.registerFunction(e.ar.trimmer,"trimmer-ar"),e.ar.stemmer=function(){var e=this;return e.result=!1,e.preRemoved=!1,e.sufRemoved=!1,e.pre={pre1:"ف ك ب و س ل ن ا ي ت",pre2:"ال لل",pre3:"بال وال فال تال كال ولل",pre4:"فبال كبال وبال وكال"},e.suf={suf1:"ه ك ت ن ا ي",suf2:"نك نه ها وك يا اه ون ين تن تم نا وا ان كم كن ني نن ما هم هن تك ته ات يه",suf3:"تين كهم نيه نهم ونه وها يهم ونا ونك وني وهم تكم تنا تها تني تهم كما كها ناه نكم هنا تان يها",suf4:"كموه ناها ونني ونهم تكما تموه تكاه كماه ناكم ناهم نيها 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nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.de.min.js b/7.3/assets/javascripts/lunr/min/lunr.de.min.js new file mode 100755 index 00000000..f3b5c108 --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.de.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `German` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.du.min.js b/7.3/assets/javascripts/lunr/min/lunr.du.min.js new file mode 100755 index 00000000..49a0f3f0 --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.du.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Dutch` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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00000000..29f5dfce --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.fi.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Finnish` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(i,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(i.lunr)}(this,function(){return function(i){if(void 0===i)throw new Error("Lunr is not present. 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")),i.Pipeline.registerFunction(i.fi.stopWordFilter,"stopWordFilter-fi")}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.fr.min.js b/7.3/assets/javascripts/lunr/min/lunr.fr.min.js new file mode 100755 index 00000000..68cd0094 --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.fr.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `French` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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sarò se sei si sia siamo siano siate siete sono sta stai stando stanno starai staranno starebbe starebbero starei staremmo staremo stareste staresti starete starà starò stava stavamo stavano stavate stavi stavo stemmo stesse stessero stessi stessimo steste stesti stette stettero stetti stia stiamo stiano stiate sto su sua sue sugl sugli sui sul sull sulla sulle sullo suo suoi ti tra tu tua tue tuo tuoi tutti tutto un una uno vi voi vostra vostre vostri vostro è".split(" ")),e.Pipeline.registerFunction(e.it.stopWordFilter,"stopWordFilter-it")}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.ja.min.js b/7.3/assets/javascripts/lunr/min/lunr.ja.min.js new file mode 100755 index 00000000..5f254ebe --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.ja.min.js @@ -0,0 +1 @@ +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new 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")),r.Pipeline.registerFunction(r.nl.stopWordFilter,"stopWordFilter-nl")}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.no.min.js b/7.3/assets/javascripts/lunr/min/lunr.no.min.js new file mode 100755 index 00000000..92bc7e4e --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.no.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Norwegian` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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n(),L.cursor=e,c(),L.limit_backward=e,L.cursor=L.limit,f(),L.cursor=L.limit,d(),L.cursor=L.limit,_||(L.cursor=L.limit,b(),L.cursor=L.limit),v(),L.cursor=L.limit_backward,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.ro.stemmer,"stemmer-ro"),e.ro.stopWordFilter=e.generateStopWordFilter("acea aceasta această aceea acei aceia acel acela acele acelea acest acesta aceste acestea aceşti aceştia acolo acord acum ai aia aibă aici al ale alea altceva altcineva am ar are asemenea asta astea astăzi asupra au avea avem aveţi azi aş aşadar aţi bine bucur bună ca care caut ce cel ceva chiar cinci cine cineva contra cu cum cumva curând curînd când cât câte câtva câţi cînd cît cîte cîtva cîţi că căci cărei căror cărui către da dacă dar datorită dată dau de deci deja deoarece departe deşi din dinaintea dintr- dintre doi doilea două drept după dă ea ei el ele eram este eu eşti face fata fi fie fiecare fii fim fiu fiţi frumos fără graţie halbă iar ieri la le li lor lui lângă lîngă mai mea mei mele mereu meu mi mie mine mult multă mulţi mulţumesc mâine mîine mă ne nevoie nici nicăieri nimeni nimeri nimic nişte noastre noastră noi noroc nostru nouă noştri nu opt ori oricare orice oricine oricum oricând oricât oricînd oricît oriunde patra patru patrulea pe pentru peste pic poate pot prea prima primul prin puţin puţina puţină până pînă rog sa sale sau se spate spre sub sunt suntem sunteţi sută sînt sîntem sînteţi să săi său ta tale te timp tine toate toată tot totuşi toţi trei treia treilea tu tăi tău un una unde undeva unei uneia unele uneori unii unor unora unu unui unuia unul vi voastre voastră voi vostru vouă voştri vreme vreo vreun vă zece zero zi zice îi îl îmi împotriva în înainte înaintea încotro încât încît între întrucât întrucît îţi ăla ălea ăsta ăstea ăştia şapte şase şi ştiu ţi ţie".split(" ")),e.Pipeline.registerFunction(e.ro.stopWordFilter,"stopWordFilter-ro")}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.ru.min.js b/7.3/assets/javascripts/lunr/min/lunr.ru.min.js new file mode 100755 index 00000000..186cc485 --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.ru.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Russian` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. 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Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[฀-๿]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}}); \ No newline at end of file diff --git a/7.3/assets/javascripts/lunr/min/lunr.tr.min.js b/7.3/assets/javascripts/lunr/min/lunr.tr.min.js new file mode 100755 index 00000000..563f6ec1 --- /dev/null +++ b/7.3/assets/javascripts/lunr/min/lunr.tr.min.js @@ -0,0 +1,18 @@ +/*! + * Lunr languages, `Turkish` language + * https://github.com/MihaiValentin/lunr-languages + * + * Copyright 2014, Mihai Valentin + * http://www.mozilla.org/MPL/ + */ +/*! + * based on + * Snowball JavaScript Library v0.3 + * http://code.google.com/p/urim/ + * http://snowball.tartarus.org/ + * + * Copyright 2010, Oleg Mazko + * http://www.mozilla.org/MPL/ + */ + +!function(r,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. 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Register as an anonymous module. + define(factory) + } else if (typeof exports === 'object') { + /** + * Node. Does not work with strict CommonJS, but + * only CommonJS-like environments that support module.exports, + * like Node. + */ + module.exports = factory() + } else { + // Browser globals (root is window) + factory()(root.lunr); + } +}(this, function () { + /** + * Just return a value to define the module export. + * This example returns an object, but the module + * can return a function as the exported value. + */ + + return function(lunr) { + // TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript + // (c) 2008 Taku Kudo + // TinySegmenter is freely distributable under the terms of a new BSD licence. + // For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt + + function TinySegmenter() { + var patterns = { + "[一二三四五六七八九十百千万億兆]":"M", + "[一-龠々〆ヵヶ]":"H", + "[ぁ-ん]":"I", + "[ァ-ヴーｱ-ﾝﾞｰ]":"K", + "[a-zA-Zａ-ｚＡ-Ｚ]":"A", + "[0-9０-９]":"N" + } + this.chartype_ = []; + for (var i in patterns) { + var regexp = new RegExp(i); + this.chartype_.push([regexp, patterns[i]]); + } + + this.BIAS__ = -332 + this.BC1__ = {"HH":6,"II":2461,"KH":406,"OH":-1378}; + this.BC2__ = {"AA":-3267,"AI":2744,"AN":-878,"HH":-4070,"HM":-1711,"HN":4012,"HO":3761,"IA":1327,"IH":-1184,"II":-1332,"IK":1721,"IO":5492,"KI":3831,"KK":-8741,"MH":-3132,"MK":3334,"OO":-2920}; + this.BC3__ = {"HH":996,"HI":626,"HK":-721,"HN":-1307,"HO":-836,"IH":-301,"KK":2762,"MK":1079,"MM":4034,"OA":-1652,"OH":266}; + this.BP1__ = {"BB":295,"OB":304,"OO":-125,"UB":352}; + this.BP2__ = {"BO":60,"OO":-1762}; + this.BQ1__ = {"BHH":1150,"BHM":1521,"BII":-1158,"BIM":886,"BMH":1208,"BNH":449,"BOH":-91,"BOO":-2597,"OHI":451,"OIH":-296,"OKA":1851,"OKH":-1020,"OKK":904,"OOO":2965}; + this.BQ2__ = {"BHH":118,"BHI":-1159,"BHM":466,"BIH":-919,"BKK":-1720,"BKO":864,"OHH":-1139,"OHM":-181,"OIH":153,"UHI":-1146}; + this.BQ3__ = {"BHH":-792,"BHI":2664,"BII":-299,"BKI":419,"BMH":937,"BMM":8335,"BNN":998,"BOH":775,"OHH":2174,"OHM":439,"OII":280,"OKH":1798,"OKI":-793,"OKO":-2242,"OMH":-2402,"OOO":11699}; + this.BQ4__ = {"BHH":-3895,"BIH":3761,"BII":-4654,"BIK":1348,"BKK":-1806,"BMI":-3385,"BOO":-12396,"OAH":926,"OHH":266,"OHK":-2036,"ONN":-973}; 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+ }) + this.addWords(words, false) + } + if(finalize){ + this.finalizeDict(); + } + }, + + dictSeek: function (l, r, ch, strOffset, pos) { + var ans = null; + while (l <= r) { + var m = Math.floor((l + r) / 2), + dict_item = this.dict[m], + len = dict_item.length; + if (len <= strOffset) { + l = m + 1; + } else { + var ch_ = dict_item[strOffset]; + if (ch_ < ch) { + l = m + 1; + } else if (ch_ > ch) { + r = m - 1; + } else { + ans = m; + if (pos == LEFT) { + r = m - 1; + } else { + l = m + 1; + } + } + } + } + return ans; + }, + + isFinal: function (acceptor) { + return this.dict[acceptor.l].length == acceptor.strOffset; + }, + + createAcceptor: function () { + return { + l: 0, + r: this.dict.length - 1, + strOffset: 0, + isFinal: false, + dict: this, + transit: function (ch) { + return this.dict.transit(this, ch); + }, + isError: false, + tag: "DICT", + w: 1, + type: "DICT" + }; + }, + + transit: function (acceptor, ch) { + var l = this.dictSeek(acceptor.l, + acceptor.r, + ch, + acceptor.strOffset, + LEFT); + if (l !== null) { + var r = this.dictSeek(l, + acceptor.r, + ch, + acceptor.strOffset, + RIGHT); + acceptor.l = l; + acceptor.r = r; + acceptor.strOffset++; + acceptor.isFinal = this.isFinal(acceptor); + } else { + acceptor.isError = true; + } + return acceptor; + }, + + sortuniq: function(a){ + return a.sort().filter(function(item, pos, arr){ + return !pos || item != arr[pos - 1]; + }) + }, + + flatten: function(a){ + //[[1,2],[3]] -> [1,2,3] + return [].concat.apply([], a); + } +}; +module.exports = WordcutDict; + +}).call(this,"/dist/tmp") +},{"glob":16,"path":22}],3:[function(require,module,exports){ +var WordRule = { + createAcceptor: function(tag) { + if (tag["WORD_RULE"]) + return null; + + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + var lch = ch.toLowerCase(); + if (lch >= "a" && lch <= "z") { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "WORD_RULE", + type: "WORD_RULE", + w: 1}; + } +}; + +var NumberRule = { + createAcceptor: function(tag) { + if (tag["NUMBER_RULE"]) + return null; + + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (ch >= "0" && ch <= "9") { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "NUMBER_RULE", + type: "NUMBER_RULE", + w: 1}; + } +}; + +var SpaceRule = { + tag: "SPACE_RULE", + createAcceptor: function(tag) { + + if (tag["SPACE_RULE"]) + return null; + + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (ch == " " || ch == "\t" || ch == "\r" || ch == "\n" || + ch == "\u00A0" || ch=="\u2003"//nbsp and emsp + ) { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: SpaceRule.tag, + w: 1, + type: "SPACE_RULE"}; + } +} + +var SingleSymbolRule = { + tag: "SINSYM", + createAcceptor: function(tag) { + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (this.strOffset == 0 && ch.match(/^[\@\(\)\/\,\-\."`]$/)) { + this.isFinal = true; + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "SINSYM", + w: 1, + type: "SINSYM"}; + } +} + + +var LatinRules = [WordRule, SpaceRule, SingleSymbolRule, NumberRule]; + +module.exports = LatinRules; + +},{}],4:[function(require,module,exports){ +var _ = require("underscore") + , WordcutCore = require("./wordcut_core"); +var PathInfoBuilder = { + + /* + buildByPartAcceptors: function(path, acceptors, i) { + var + var genInfos = partAcceptors.reduce(function(genInfos, acceptor) { + + }, []); + + return genInfos; + } + */ + + buildByAcceptors: function(path, finalAcceptors, i) { + var self = this; + var infos = finalAcceptors.map(function(acceptor) { + var p = i - acceptor.strOffset + 1 + , _info = path[p]; + + var info = {p: p, + mw: _info.mw + (acceptor.mw === undefined ? 0 : acceptor.mw), + w: acceptor.w + _info.w, + unk: (acceptor.unk ? acceptor.unk : 0) + _info.unk, + type: acceptor.type}; + + if (acceptor.type == "PART") { + for(var j = p + 1; j <= i; j++) { + path[j].merge = p; + } + info.merge = p; + } + + return info; + }); + return infos.filter(function(info) { return info; }); + }, + + fallback: function(path, leftBoundary, text, i) { + var _info = path[leftBoundary]; + if (text[i].match(/[\u0E48-\u0E4E]/)) { + if (leftBoundary != 0) + leftBoundary = path[leftBoundary].p; + return {p: leftBoundary, + mw: 0, + w: 1 + _info.w, + unk: 1 + _info.unk, + type: "UNK"}; +/* } else if(leftBoundary > 0 && path[leftBoundary].type !== "UNK") { + leftBoundary = path[leftBoundary].p; + return {p: leftBoundary, + w: 1 + _info.w, + unk: 1 + _info.unk, + type: "UNK"}; */ + } else { + return {p: leftBoundary, + mw: _info.mw, + w: 1 + _info.w, + unk: 1 + _info.unk, + type: "UNK"}; + } + }, + + build: function(path, finalAcceptors, i, leftBoundary, text) { + var basicPathInfos = this.buildByAcceptors(path, finalAcceptors, i); + if (basicPathInfos.length > 0) { + return basicPathInfos; + } else { + return [this.fallback(path, leftBoundary, text, i)]; + } + } +}; + +module.exports = function() { + return _.clone(PathInfoBuilder); +} + +},{"./wordcut_core":8,"underscore":25}],5:[function(require,module,exports){ +var _ = require("underscore"); + + +var PathSelector = { + selectPath: function(paths) { + var path = paths.reduce(function(selectedPath, path) { + if (selectedPath == null) { + return path; + } else { + if (path.unk < selectedPath.unk) + return path; + if (path.unk == selectedPath.unk) { + if (path.mw < selectedPath.mw) + return path + if (path.mw == selectedPath.mw) { + if (path.w < selectedPath.w) + return path; + } + } + return selectedPath; + } + }, null); + return path; + }, + + createPath: function() { + return [{p:null, w:0, unk:0, type: "INIT", mw:0}]; + } +}; + +module.exports = function() { + return _.clone(PathSelector); +}; + +},{"underscore":25}],6:[function(require,module,exports){ +function isMatch(pat, offset, ch) { + if (pat.length <= offset) + return false; + var _ch = pat[offset]; + return _ch == ch || + (_ch.match(/[กข]/) && ch.match(/[ก-ฮ]/)) || + (_ch.match(/[มบ]/) && ch.match(/[ก-ฮ]/)) || + (_ch.match(/\u0E49/) && ch.match(/[\u0E48-\u0E4B]/)); +} + +var Rule0 = { + pat: "เหก็ม", + createAcceptor: function(tag) { + return {strOffset: 0, + isFinal: false, + transit: function(ch) { + if (isMatch(Rule0.pat, this.strOffset,ch)) { + this.isFinal = (this.strOffset + 1 == Rule0.pat.length); + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "THAI_RULE", + type: "THAI_RULE", + w: 1}; + } +}; + +var PartRule = { + createAcceptor: function(tag) { + return {strOffset: 0, + patterns: [ + "แก", "เก", "ก้", "กก์", "กา", "กี", "กิ", "กืก" + ], + isFinal: false, + transit: function(ch) { + var offset = this.strOffset; + this.patterns = this.patterns.filter(function(pat) { + return isMatch(pat, offset, ch); + }); + + if (this.patterns.length > 0) { + var len = 1 + offset; + this.isFinal = this.patterns.some(function(pat) { + return pat.length == len; + }); + this.strOffset++; + } else { + this.isError = true; + } + return this; + }, + isError: false, + tag: "PART", + type: "PART", + unk: 1, + w: 1}; + } +}; + +var ThaiRules = [Rule0, PartRule]; + +module.exports = ThaiRules; + +},{}],7:[function(require,module,exports){ +var sys = require("sys") + , WordcutDict = require("./dict") + , WordcutCore = require("./wordcut_core") + , PathInfoBuilder = require("./path_info_builder") + , PathSelector = require("./path_selector") + , Acceptors = require("./acceptors") + , latinRules = require("./latin_rules") + , thaiRules = require("./thai_rules") + , _ = require("underscore"); + + +var Wordcut = Object.create(WordcutCore); +Wordcut.defaultPathInfoBuilder = PathInfoBuilder; +Wordcut.defaultPathSelector = PathSelector; +Wordcut.defaultAcceptors = Acceptors; +Wordcut.defaultLatinRules = latinRules; +Wordcut.defaultThaiRules = thaiRules; +Wordcut.defaultDict = WordcutDict; + + +Wordcut.initNoDict = function(dict_path) { + var self = this; + self.pathInfoBuilder = new self.defaultPathInfoBuilder; + self.pathSelector = new self.defaultPathSelector; + self.acceptors = new self.defaultAcceptors; + self.defaultLatinRules.forEach(function(rule) { + self.acceptors.creators.push(rule); + }); + self.defaultThaiRules.forEach(function(rule) { + self.acceptors.creators.push(rule); + }); +}; + +Wordcut.init = function(dict_path, withDefault, additionalWords) { + withDefault = withDefault || false; + this.initNoDict(); + var dict = _.clone(this.defaultDict); + dict.init(dict_path, withDefault, additionalWords); + this.acceptors.creators.push(dict); +}; + +module.exports = Wordcut; + +},{"./acceptors":1,"./dict":2,"./latin_rules":3,"./path_info_builder":4,"./path_selector":5,"./thai_rules":6,"./wordcut_core":8,"sys":28,"underscore":25}],8:[function(require,module,exports){ +var WordcutCore = { + + buildPath: function(text) { + var self = this + , path = self.pathSelector.createPath() + , leftBoundary = 0; + self.acceptors.reset(); + for (var i = 0; i < text.length; i++) { + var ch = text[i]; + self.acceptors.transit(ch); + + var possiblePathInfos = self + .pathInfoBuilder + .build(path, + self.acceptors.getFinalAcceptors(), + i, + leftBoundary, + text); + var selectedPath = self.pathSelector.selectPath(possiblePathInfos) + + path.push(selectedPath); + if (selectedPath.type !== "UNK") { + leftBoundary = i; + } + } + return path; + }, + + pathToRanges: function(path) { + var e = path.length - 1 + , ranges = []; + + while (e > 0) { + var info = path[e] + , s = info.p; + + if (info.merge !== undefined && ranges.length > 0) { + var r = ranges[ranges.length - 1]; + r.s = info.merge; + s = r.s; + } else { + ranges.push({s:s, e:e}); + } + e = s; + } + return ranges.reverse(); + }, + + rangesToText: function(text, ranges, delimiter) { + return ranges.map(function(r) { + return text.substring(r.s, r.e); + }).join(delimiter); + }, + + cut: function(text, delimiter) { + var path = this.buildPath(text) + , ranges = this.pathToRanges(path); + return this + .rangesToText(text, ranges, + (delimiter === undefined ? "|" : delimiter)); + }, + + cutIntoRanges: function(text, noText) { + var path = this.buildPath(text) + , ranges = this.pathToRanges(path); + + if (!noText) { + ranges.forEach(function(r) { + r.text = text.substring(r.s, r.e); + }); + } + return ranges; + }, + + cutIntoArray: function(text) { + var path = this.buildPath(text) + , ranges = this.pathToRanges(path); + + return ranges.map(function(r) { + return text.substring(r.s, r.e) + }); + } +}; + +module.exports = WordcutCore; + +},{}],9:[function(require,module,exports){ +// http://wiki.commonjs.org/wiki/Unit_Testing/1.0 +// +// THIS IS NOT TESTED NOR LIKELY TO WORK OUTSIDE V8! +// +// Originally from narwhal.js (http://narwhaljs.org) +// Copyright (c) 2009 Thomas Robinson <280north.com> +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the 'Software'), to +// deal in the Software without restriction, including without limitation the +// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +// sell copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN +// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +// when used in node, this will actually load the util module we depend on +// versus loading the builtin util module as happens otherwise +// this is a bug in node module loading as far as I am concerned +var util = require('util/'); + +var pSlice = Array.prototype.slice; +var hasOwn = Object.prototype.hasOwnProperty; + +// 1. The assert module provides functions that throw +// AssertionError's when particular conditions are not met. The +// assert module must conform to the following interface. + +var assert = module.exports = ok; + +// 2. The AssertionError is defined in assert. +// new assert.AssertionError({ message: message, +// actual: actual, +// expected: expected }) + +assert.AssertionError = function AssertionError(options) { + this.name = 'AssertionError'; + this.actual = options.actual; + this.expected = options.expected; + this.operator = options.operator; + if (options.message) { + this.message = options.message; + this.generatedMessage = false; + } else { + this.message = getMessage(this); + this.generatedMessage = true; + } + var stackStartFunction = options.stackStartFunction || fail; + + if (Error.captureStackTrace) { + Error.captureStackTrace(this, stackStartFunction); + } + else { + // non v8 browsers so we can have a stacktrace + var err = new Error(); + if (err.stack) { + var out = err.stack; + + // try to strip useless frames + var fn_name = stackStartFunction.name; + var idx = out.indexOf('\n' + fn_name); + if (idx >= 0) { + // once we have located the function frame + // we need to strip out everything before it (and its line) + var next_line = out.indexOf('\n', idx + 1); + out = out.substring(next_line + 1); + } + + this.stack = out; + } + } +}; + +// assert.AssertionError instanceof Error +util.inherits(assert.AssertionError, Error); + +function replacer(key, value) { + if (util.isUndefined(value)) { + return '' + value; + } + if (util.isNumber(value) && !isFinite(value)) { + return value.toString(); + } + if (util.isFunction(value) || util.isRegExp(value)) { + return value.toString(); + } + return value; +} + +function truncate(s, n) { + if (util.isString(s)) { + return s.length < n ? s : s.slice(0, n); + } else { + return s; + } +} + +function getMessage(self) { + return truncate(JSON.stringify(self.actual, replacer), 128) + ' ' + + self.operator + ' ' + + truncate(JSON.stringify(self.expected, replacer), 128); +} + +// At present only the three keys mentioned above are used and +// understood by the spec. Implementations or sub modules can pass +// other keys to the AssertionError's constructor - they will be +// ignored. + +// 3. All of the following functions must throw an AssertionError +// when a corresponding condition is not met, with a message that +// may be undefined if not provided. All assertion methods provide +// both the actual and expected values to the assertion error for +// display purposes. + +function fail(actual, expected, message, operator, stackStartFunction) { + throw new assert.AssertionError({ + message: message, + actual: actual, + expected: expected, + operator: operator, + stackStartFunction: stackStartFunction + }); +} + +// EXTENSION! allows for well behaved errors defined elsewhere. +assert.fail = fail; + +// 4. Pure assertion tests whether a value is truthy, as determined +// by !!guard. +// assert.ok(guard, message_opt); +// This statement is equivalent to assert.equal(true, !!guard, +// message_opt);. To test strictly for the value true, use +// assert.strictEqual(true, guard, message_opt);. + +function ok(value, message) { + if (!value) fail(value, true, message, '==', assert.ok); +} +assert.ok = ok; + +// 5. The equality assertion tests shallow, coercive equality with +// ==. +// assert.equal(actual, expected, message_opt); + +assert.equal = function equal(actual, expected, message) { + if (actual != expected) fail(actual, expected, message, '==', assert.equal); +}; + +// 6. The non-equality assertion tests for whether two objects are not equal +// with != assert.notEqual(actual, expected, message_opt); + +assert.notEqual = function notEqual(actual, expected, message) { + if (actual == expected) { + fail(actual, expected, message, '!=', assert.notEqual); + } +}; + +// 7. The equivalence assertion tests a deep equality relation. +// assert.deepEqual(actual, expected, message_opt); + +assert.deepEqual = function deepEqual(actual, expected, message) { + if (!_deepEqual(actual, expected)) { + fail(actual, expected, message, 'deepEqual', assert.deepEqual); + } +}; + +function _deepEqual(actual, expected) { + // 7.1. All identical values are equivalent, as determined by ===. + if (actual === expected) { + return true; + + } else if (util.isBuffer(actual) && util.isBuffer(expected)) { + if (actual.length != expected.length) return false; + + for (var i = 0; i < actual.length; i++) { + if (actual[i] !== expected[i]) return false; + } + + return true; + + // 7.2. If the expected value is a Date object, the actual value is + // equivalent if it is also a Date object that refers to the same time. + } else if (util.isDate(actual) && util.isDate(expected)) { + return actual.getTime() === expected.getTime(); + + // 7.3 If the expected value is a RegExp object, the actual value is + // equivalent if it is also a RegExp object with the same source and + // properties (`global`, `multiline`, `lastIndex`, `ignoreCase`). + } else if (util.isRegExp(actual) && util.isRegExp(expected)) { + return actual.source === expected.source && + actual.global === expected.global && + actual.multiline === expected.multiline && + actual.lastIndex === expected.lastIndex && + actual.ignoreCase === expected.ignoreCase; + + // 7.4. Other pairs that do not both pass typeof value == 'object', + // equivalence is determined by ==. + } else if (!util.isObject(actual) && !util.isObject(expected)) { + return actual == expected; + + // 7.5 For all other Object pairs, including Array objects, equivalence is + // determined by having the same number of owned properties (as verified + // with Object.prototype.hasOwnProperty.call), the same set of keys + // (although not necessarily the same order), equivalent values for every + // corresponding key, and an identical 'prototype' property. Note: this + // accounts for both named and indexed properties on Arrays. + } else { + return objEquiv(actual, expected); + } +} + +function isArguments(object) { + return Object.prototype.toString.call(object) == '[object Arguments]'; +} + +function objEquiv(a, b) { + if (util.isNullOrUndefined(a) || util.isNullOrUndefined(b)) + return false; + // an identical 'prototype' property. + if (a.prototype !== b.prototype) return false; + // if one is a primitive, the other must be same + if (util.isPrimitive(a) || util.isPrimitive(b)) { + return a === b; + } + var aIsArgs = isArguments(a), + bIsArgs = isArguments(b); + if ((aIsArgs && !bIsArgs) || (!aIsArgs && bIsArgs)) + return false; + if (aIsArgs) { + a = pSlice.call(a); + b = pSlice.call(b); + return _deepEqual(a, b); + } + var ka = objectKeys(a), + kb = objectKeys(b), + key, i; + // having the same number of owned properties (keys incorporates + // hasOwnProperty) + if (ka.length != kb.length) + return false; + //the same set of keys (although not necessarily the same order), + ka.sort(); + kb.sort(); + //~~~cheap key test + for (i = ka.length - 1; i >= 0; i--) { + if (ka[i] != kb[i]) + return false; + } + //equivalent values for every corresponding key, and + //~~~possibly expensive deep test + for (i = ka.length - 1; i >= 0; i--) { + key = ka[i]; + if (!_deepEqual(a[key], b[key])) return false; + } + return true; +} + +// 8. The non-equivalence assertion tests for any deep inequality. +// assert.notDeepEqual(actual, expected, message_opt); + +assert.notDeepEqual = function notDeepEqual(actual, expected, message) { + if (_deepEqual(actual, expected)) { + fail(actual, expected, message, 'notDeepEqual', assert.notDeepEqual); + } +}; + +// 9. The strict equality assertion tests strict equality, as determined by ===. +// assert.strictEqual(actual, expected, message_opt); + +assert.strictEqual = function strictEqual(actual, expected, message) { + if (actual !== expected) { + fail(actual, expected, message, '===', assert.strictEqual); + } +}; + +// 10. The strict non-equality assertion tests for strict inequality, as +// determined by !==. assert.notStrictEqual(actual, expected, message_opt); + +assert.notStrictEqual = function notStrictEqual(actual, expected, message) { + if (actual === expected) { + fail(actual, expected, message, '!==', assert.notStrictEqual); + } +}; + +function expectedException(actual, expected) { + if (!actual || !expected) { + return false; + } + + if (Object.prototype.toString.call(expected) == '[object RegExp]') { + return expected.test(actual); + } else if (actual instanceof expected) { + return true; + } else if (expected.call({}, actual) === true) { + return true; + } + + return false; +} + +function _throws(shouldThrow, block, expected, message) { + var actual; + + if (util.isString(expected)) { + message = expected; + expected = null; + } + + try { + block(); + } catch (e) { + actual = e; + } + + message = (expected && expected.name ? ' (' + expected.name + ').' : '.') + + (message ? ' ' + message : '.'); + + if (shouldThrow && !actual) { + fail(actual, expected, 'Missing expected exception' + message); + } + + if (!shouldThrow && expectedException(actual, expected)) { + fail(actual, expected, 'Got unwanted exception' + message); + } + + if ((shouldThrow && actual && expected && + !expectedException(actual, expected)) || (!shouldThrow && actual)) { + throw actual; + } +} + +// 11. Expected to throw an error: +// assert.throws(block, Error_opt, message_opt); + +assert.throws = function(block, /*optional*/error, /*optional*/message) { + _throws.apply(this, [true].concat(pSlice.call(arguments))); +}; + +// EXTENSION! This is annoying to write outside this module. +assert.doesNotThrow = function(block, /*optional*/message) { + _throws.apply(this, [false].concat(pSlice.call(arguments))); +}; + +assert.ifError = function(err) { if (err) {throw err;}}; + +var objectKeys = Object.keys || function (obj) { + var keys = []; + for (var key in obj) { + if (hasOwn.call(obj, key)) keys.push(key); + } + return keys; +}; + +},{"util/":28}],10:[function(require,module,exports){ +'use strict'; +module.exports = balanced; +function balanced(a, b, str) { + if (a instanceof RegExp) a = maybeMatch(a, str); + if (b instanceof RegExp) b = maybeMatch(b, str); + + var r = range(a, b, str); + + return r && { + start: r[0], + end: r[1], + pre: str.slice(0, r[0]), + body: str.slice(r[0] + a.length, r[1]), + post: str.slice(r[1] + b.length) + }; +} + +function maybeMatch(reg, str) { + var m = str.match(reg); + return m ? m[0] : null; +} + +balanced.range = range; +function range(a, b, str) { + var begs, beg, left, right, result; + var ai = str.indexOf(a); + var bi = str.indexOf(b, ai + 1); + var i = ai; + + if (ai >= 0 && bi > 0) { + begs = []; + left = str.length; + + while (i >= 0 && !result) { + if (i == ai) { + begs.push(i); + ai = str.indexOf(a, i + 1); + } else if (begs.length == 1) { + result = [ begs.pop(), bi ]; + } else { + beg = begs.pop(); + if (beg < left) { + left = beg; + right = bi; + } + + bi = str.indexOf(b, i + 1); + } + + i = ai < bi && ai >= 0 ? ai : bi; + } + + if (begs.length) { + result = [ left, right ]; + } + } + + return result; +} + +},{}],11:[function(require,module,exports){ +var concatMap = require('concat-map'); +var balanced = require('balanced-match'); + +module.exports = expandTop; + +var escSlash = '\0SLASH'+Math.random()+'\0'; +var escOpen = '\0OPEN'+Math.random()+'\0'; +var escClose = '\0CLOSE'+Math.random()+'\0'; +var escComma = '\0COMMA'+Math.random()+'\0'; +var escPeriod = '\0PERIOD'+Math.random()+'\0'; + +function numeric(str) { + return parseInt(str, 10) == str + ? parseInt(str, 10) + : str.charCodeAt(0); +} + +function escapeBraces(str) { + return str.split('\\\\').join(escSlash) + .split('\\{').join(escOpen) + .split('\\}').join(escClose) + .split('\\,').join(escComma) + .split('\\.').join(escPeriod); +} + +function unescapeBraces(str) { + return str.split(escSlash).join('\\') + .split(escOpen).join('{') + .split(escClose).join('}') + .split(escComma).join(',') + .split(escPeriod).join('.'); +} + + +// Basically just str.split(","), but handling cases +// where we have nested braced sections, which should be +// treated as individual members, like {a,{b,c},d} +function parseCommaParts(str) { + if (!str) + return ['']; + + var parts = []; + var m = balanced('{', '}', str); + + if (!m) + return str.split(','); + + var pre = m.pre; + var body = m.body; + var post = m.post; + var p = pre.split(','); + + p[p.length-1] += '{' + body + '}'; + var postParts = parseCommaParts(post); + if (post.length) { + p[p.length-1] += postParts.shift(); + p.push.apply(p, postParts); + } + + parts.push.apply(parts, p); + + return parts; +} + +function expandTop(str) { + if (!str) + return []; + + // I don't know why Bash 4.3 does this, but it does. + // Anything starting with {} will have the first two bytes preserved + // but *only* at the top level, so {},a}b will not expand to anything, + // but a{},b}c will be expanded to [a}c,abc]. + // One could argue that this is a bug in Bash, but since the goal of + // this module is to match Bash's rules, we escape a leading {} + if (str.substr(0, 2) === '{}') { + str = '\\{\\}' + str.substr(2); + } + + return expand(escapeBraces(str), true).map(unescapeBraces); +} + +function identity(e) { + return e; +} + +function embrace(str) { + return '{' + str + '}'; +} +function isPadded(el) { + return /^-?0\d/.test(el); +} + +function lte(i, y) { + return i <= y; +} +function gte(i, y) { + return i >= y; +} + +function expand(str, isTop) { + var expansions = []; + + var m = balanced('{', '}', str); + if (!m || /\$$/.test(m.pre)) return [str]; + + var isNumericSequence = /^-?\d+\.\.-?\d+(?:\.\.-?\d+)?$/.test(m.body); + var isAlphaSequence = /^[a-zA-Z]\.\.[a-zA-Z](?:\.\.-?\d+)?$/.test(m.body); + var isSequence = isNumericSequence || isAlphaSequence; + var isOptions = m.body.indexOf(',') >= 0; + if (!isSequence && !isOptions) { + // {a},b} + if (m.post.match(/,.*\}/)) { + str = m.pre + '{' + m.body + escClose + m.post; + return expand(str); + } + return [str]; + } + + var n; + if (isSequence) { + n = m.body.split(/\.\./); + } else { + n = parseCommaParts(m.body); + if (n.length === 1) { + // x{{a,b}}y ==> x{a}y x{b}y + n = expand(n[0], false).map(embrace); + if (n.length === 1) { + var post = m.post.length + ? expand(m.post, false) + : ['']; + return post.map(function(p) { + return m.pre + n[0] + p; + }); + } + } + } + + // at this point, n is the parts, and we know it's not a comma set + // with a single entry. + + // no need to expand pre, since it is guaranteed to be free of brace-sets + var pre = m.pre; + var post = m.post.length + ? expand(m.post, false) + : ['']; + + var N; + + if (isSequence) { + var x = numeric(n[0]); + var y = numeric(n[1]); + var width = Math.max(n[0].length, n[1].length) + var incr = n.length == 3 + ? Math.abs(numeric(n[2])) + : 1; + var test = lte; + var reverse = y < x; + if (reverse) { + incr *= -1; + test = gte; + } + var pad = n.some(isPadded); + + N = []; + + for (var i = x; test(i, y); i += incr) { + var c; + if (isAlphaSequence) { + c = String.fromCharCode(i); + if (c === '\\') + c = ''; + } else { + c = String(i); + if (pad) { + var need = width - c.length; + if (need > 0) { + var z = new Array(need + 1).join('0'); + if (i < 0) + c = '-' + z + c.slice(1); + else + c = z + c; + } + } + } + N.push(c); + } + } else { + N = concatMap(n, function(el) { return expand(el, false) }); + } + + for (var j = 0; j < N.length; j++) { + for (var k = 0; k < post.length; k++) { + var expansion = pre + N[j] + post[k]; + if (!isTop || isSequence || expansion) + expansions.push(expansion); + } + } + + return expansions; +} + + +},{"balanced-match":10,"concat-map":13}],12:[function(require,module,exports){ + +},{}],13:[function(require,module,exports){ +module.exports = function (xs, fn) { + var res = []; + for (var i = 0; i < xs.length; i++) { + var x = fn(xs[i], i); + if (isArray(x)) res.push.apply(res, x); + else res.push(x); + } + return res; +}; + +var isArray = Array.isArray || function (xs) { + return Object.prototype.toString.call(xs) === '[object Array]'; +}; + +},{}],14:[function(require,module,exports){ +// Copyright Joyent, Inc. and other Node contributors. +// +// Permission is hereby granted, free of charge, to any person obtaining a +// copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to permit +// persons to whom the Software is furnished to do so, subject to the +// following conditions: +// +// The above copyright notice and this permission notice shall be included +// in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN +// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE +// USE OR OTHER DEALINGS IN THE SOFTWARE. + +function EventEmitter() { + this._events = this._events || {}; + this._maxListeners = this._maxListeners || undefined; +} +module.exports = EventEmitter; + +// Backwards-compat with node 0.10.x +EventEmitter.EventEmitter = EventEmitter; + +EventEmitter.prototype._events = undefined; +EventEmitter.prototype._maxListeners = undefined; + +// By default EventEmitters will print a warning if more than 10 listeners are +// added to it. This is a useful default which helps finding memory leaks. +EventEmitter.defaultMaxListeners = 10; + +// Obviously not all Emitters should be limited to 10. This function allows +// that to be increased. Set to zero for unlimited. +EventEmitter.prototype.setMaxListeners = function(n) { + if (!isNumber(n) || n < 0 || isNaN(n)) + throw TypeError('n must be a positive number'); + this._maxListeners = n; + return this; +}; + +EventEmitter.prototype.emit = function(type) { + var er, handler, len, args, i, listeners; + + if (!this._events) + this._events = {}; + + // If there is no 'error' event listener then throw. + if (type === 'error') { + if (!this._events.error || + (isObject(this._events.error) && !this._events.error.length)) { + er = arguments[1]; + if (er instanceof Error) { + throw er; // Unhandled 'error' event + } + throw TypeError('Uncaught, unspecified "error" event.'); + } + } + + handler = this._events[type]; + + if (isUndefined(handler)) + return false; + + if (isFunction(handler)) { + switch (arguments.length) { + // fast cases + case 1: + handler.call(this); + break; + case 2: + handler.call(this, arguments[1]); + break; + case 3: + handler.call(this, arguments[1], arguments[2]); + break; + // slower + default: + len = arguments.length; + args = new Array(len - 1); + for (i = 1; i < len; i++) + args[i - 1] = arguments[i]; + handler.apply(this, args); + } + } else if (isObject(handler)) { + len = arguments.length; + args = new Array(len - 1); + for (i = 1; i < len; i++) + args[i - 1] = arguments[i]; + + listeners = handler.slice(); + len = listeners.length; + for (i = 0; i < len; i++) + listeners[i].apply(this, args); + } + + return true; +}; + +EventEmitter.prototype.addListener = function(type, listener) { + var m; + + if (!isFunction(listener)) + throw TypeError('listener must be a function'); + + if (!this._events) + this._events = {}; + + // To avoid recursion in the case that type === "newListener"! Before + // adding it to the listeners, first emit "newListener". + if (this._events.newListener) + this.emit('newListener', type, + isFunction(listener.listener) ? + listener.listener : listener); + + if (!this._events[type]) + // Optimize the case of one listener. Don't need the extra array object. + this._events[type] = listener; + else if (isObject(this._events[type])) + // If we've already got an array, just append. + this._events[type].push(listener); + else + // Adding the second element, need to change to array. + this._events[type] = [this._events[type], listener]; + + // Check for listener leak + if (isObject(this._events[type]) && !this._events[type].warned) { + var m; + if (!isUndefined(this._maxListeners)) { + m = this._maxListeners; + } else { + m = EventEmitter.defaultMaxListeners; + } + + if (m && m > 0 && this._events[type].length > m) { + this._events[type].warned = true; + console.error('(node) warning: possible EventEmitter memory ' + + 'leak detected. %d listeners added. ' + + 'Use emitter.setMaxListeners() to increase limit.', + this._events[type].length); + if (typeof console.trace === 'function') { + // not supported in IE 10 + console.trace(); + } + } + } + + return this; +}; + +EventEmitter.prototype.on = EventEmitter.prototype.addListener; + +EventEmitter.prototype.once = function(type, listener) { + if (!isFunction(listener)) + throw TypeError('listener must be a function'); + + var fired = false; + + function g() { + this.removeListener(type, g); + + if (!fired) { + fired = true; + listener.apply(this, arguments); + } + } + + g.listener = listener; + this.on(type, g); + + return this; +}; + +// emits a 'removeListener' event iff the listener was removed +EventEmitter.prototype.removeListener = function(type, listener) { + var list, position, length, i; + + if (!isFunction(listener)) + throw TypeError('listener must be a function'); + + if (!this._events || !this._events[type]) + return this; + + list = this._events[type]; + length = list.length; + position = -1; + + if (list === listener || + (isFunction(list.listener) && list.listener === listener)) { + delete this._events[type]; + if (this._events.removeListener) + this.emit('removeListener', type, listener); + + } else if (isObject(list)) { + for (i = length; i-- > 0;) { + if (list[i] === listener || + (list[i].listener && list[i].listener === listener)) { + position = i; + break; + } + } + + if (position < 0) + return this; + + if (list.length === 1) { + list.length = 0; + delete this._events[type]; + } else { + list.splice(position, 1); + } + + if (this._events.removeListener) + this.emit('removeListener', type, listener); + } + + return this; +}; + +EventEmitter.prototype.removeAllListeners = function(type) { + var key, listeners; + + if (!this._events) + return this; + + // not listening for removeListener, no need to emit + if (!this._events.removeListener) { + if (arguments.length === 0) + this._events = {}; + else if (this._events[type]) + delete this._events[type]; + return this; + } + + // emit removeListener for all listeners on all events + if (arguments.length === 0) { + for (key in this._events) { + if (key === 'removeListener') continue; + this.removeAllListeners(key); + } + this.removeAllListeners('removeListener'); + this._events = {}; + return this; + } + + listeners = this._events[type]; + + if (isFunction(listeners)) { + this.removeListener(type, listeners); + } else { + // LIFO order + while (listeners.length) + this.removeListener(type, listeners[listeners.length - 1]); + } + delete this._events[type]; + + return this; +}; + +EventEmitter.prototype.listeners = function(type) { + var ret; + if (!this._events || !this._events[type]) + ret = []; + else if (isFunction(this._events[type])) + ret = [this._events[type]]; + else + ret = this._events[type].slice(); + return ret; +}; + +EventEmitter.listenerCount = function(emitter, type) { + var ret; + if (!emitter._events || !emitter._events[type]) + ret = 0; + else if (isFunction(emitter._events[type])) + ret = 1; + else + ret = emitter._events[type].length; + return ret; +}; + +function isFunction(arg) { + return typeof arg === 'function'; +} + +function isNumber(arg) { + return typeof arg === 'number'; +} + +function isObject(arg) { + return typeof arg === 'object' && arg !== null; +} + +function isUndefined(arg) { + return arg === void 0; +} + +},{}],15:[function(require,module,exports){ +(function (process){ +exports.alphasort = alphasort +exports.alphasorti = alphasorti +exports.setopts = setopts +exports.ownProp = ownProp +exports.makeAbs = makeAbs +exports.finish = finish +exports.mark = mark +exports.isIgnored = isIgnored +exports.childrenIgnored = childrenIgnored + +function ownProp (obj, field) { + return Object.prototype.hasOwnProperty.call(obj, field) +} + +var path = require("path") +var minimatch = require("minimatch") +var isAbsolute = require("path-is-absolute") +var Minimatch = minimatch.Minimatch + +function alphasorti (a, b) { + return a.toLowerCase().localeCompare(b.toLowerCase()) +} + +function alphasort (a, b) { + return a.localeCompare(b) +} + +function setupIgnores (self, options) { + self.ignore = options.ignore || [] + + if (!Array.isArray(self.ignore)) + self.ignore = [self.ignore] + + if (self.ignore.length) { + self.ignore = self.ignore.map(ignoreMap) + } +} + +function ignoreMap (pattern) { + var gmatcher = null + if (pattern.slice(-3) === '/**') { + var gpattern = pattern.replace(/(\/\*\*)+$/, '') + gmatcher = new Minimatch(gpattern) + } + + return { + matcher: new Minimatch(pattern), + gmatcher: gmatcher + } +} + +function setopts (self, pattern, options) { + if (!options) + options = {} + + // base-matching: just use globstar for that. + if (options.matchBase && -1 === pattern.indexOf("/")) { + if (options.noglobstar) { + throw new Error("base matching requires globstar") + } + pattern = "**/" + pattern + } + + self.silent = !!options.silent + self.pattern = pattern + self.strict = options.strict !== false + self.realpath = !!options.realpath + self.realpathCache = options.realpathCache || Object.create(null) + self.follow = !!options.follow + self.dot = !!options.dot + self.mark = !!options.mark + self.nodir = !!options.nodir + if (self.nodir) + self.mark = true + self.sync = !!options.sync + self.nounique = !!options.nounique + self.nonull = !!options.nonull + self.nosort = !!options.nosort + self.nocase = !!options.nocase + self.stat = !!options.stat + self.noprocess = !!options.noprocess + + self.maxLength = options.maxLength || Infinity + self.cache = options.cache || Object.create(null) + self.statCache = options.statCache || Object.create(null) + self.symlinks = options.symlinks || Object.create(null) + + setupIgnores(self, options) + + self.changedCwd = false + var cwd = process.cwd() + if (!ownProp(options, "cwd")) + self.cwd = cwd + else { + self.cwd = options.cwd + self.changedCwd = path.resolve(options.cwd) !== cwd + } + + self.root = options.root || path.resolve(self.cwd, "/") + self.root = path.resolve(self.root) + if (process.platform === "win32") + self.root = self.root.replace(/\\/g, "/") + + self.nomount = !!options.nomount + + // disable comments and negation unless the user explicitly + // passes in false as the option. + options.nonegate = options.nonegate === false ? false : true + options.nocomment = options.nocomment === false ? false : true + deprecationWarning(options) + + self.minimatch = new Minimatch(pattern, options) + self.options = self.minimatch.options +} + +// TODO(isaacs): remove entirely in v6 +// exported to reset in tests +exports.deprecationWarned +function deprecationWarning(options) { + if (!options.nonegate || !options.nocomment) { + if (process.noDeprecation !== true && !exports.deprecationWarned) { + var msg = 'glob WARNING: comments and negation will be disabled in v6' + if (process.throwDeprecation) + throw new Error(msg) + else if (process.traceDeprecation) + console.trace(msg) + else + console.error(msg) + + exports.deprecationWarned = true + } + } +} + +function finish (self) { + var nou = self.nounique + var all = nou ? [] : Object.create(null) + + for (var i = 0, l = self.matches.length; i < l; i ++) { + var matches = self.matches[i] + if (!matches || Object.keys(matches).length === 0) { + if (self.nonull) { + // do like the shell, and spit out the literal glob + var literal = self.minimatch.globSet[i] + if (nou) + all.push(literal) + else + all[literal] = true + } + } else { + // had matches + var m = Object.keys(matches) + if (nou) + all.push.apply(all, m) + else + m.forEach(function (m) { + all[m] = true + }) + } + } + + if (!nou) + all = Object.keys(all) + + if (!self.nosort) + all = all.sort(self.nocase ? alphasorti : alphasort) + + // at *some* point we statted all of these + if (self.mark) { + for (var i = 0; i < all.length; i++) { + all[i] = self._mark(all[i]) + } + if (self.nodir) { + all = all.filter(function (e) { + return !(/\/$/.test(e)) + }) + } + } + + if (self.ignore.length) + all = all.filter(function(m) { + return !isIgnored(self, m) + }) + + self.found = all +} + +function mark (self, p) { + var abs = makeAbs(self, p) + var c = self.cache[abs] + var m = p + if (c) { + var isDir = c === 'DIR' || Array.isArray(c) + var slash = p.slice(-1) === '/' + + if (isDir && !slash) + m += '/' + else if (!isDir && slash) + m = m.slice(0, -1) + + if (m !== p) { + var mabs = makeAbs(self, m) + self.statCache[mabs] = self.statCache[abs] + self.cache[mabs] = self.cache[abs] + } + } + + return m +} + +// lotta situps... +function makeAbs (self, f) { + var abs = f + if (f.charAt(0) === '/') { + abs = path.join(self.root, f) + } else if (isAbsolute(f) || f === '') { + abs = f + } else if (self.changedCwd) { + abs = path.resolve(self.cwd, f) + } else { + abs = path.resolve(f) + } + return abs +} + + +// Return true, if pattern ends with globstar '**', for the accompanying parent directory. +// Ex:- If node_modules/** is the pattern, add 'node_modules' to ignore list along with it's contents +function isIgnored (self, path) { + if (!self.ignore.length) + return false + + return self.ignore.some(function(item) { + return item.matcher.match(path) || !!(item.gmatcher && item.gmatcher.match(path)) + }) +} + +function childrenIgnored (self, path) { + if (!self.ignore.length) + return false + + return self.ignore.some(function(item) { + return !!(item.gmatcher && item.gmatcher.match(path)) + }) +} + +}).call(this,require('_process')) +},{"_process":24,"minimatch":20,"path":22,"path-is-absolute":23}],16:[function(require,module,exports){ +(function (process){ +// Approach: +// +// 1. Get the minimatch set +// 2. For each pattern in the set, PROCESS(pattern, false) +// 3. Store matches per-set, then uniq them +// +// PROCESS(pattern, inGlobStar) +// Get the first [n] items from pattern that are all strings +// Join these together. This is PREFIX. +// If there is no more remaining, then stat(PREFIX) and +// add to matches if it succeeds. END. +// +// If inGlobStar and PREFIX is symlink and points to dir +// set ENTRIES = [] +// else readdir(PREFIX) as ENTRIES +// If fail, END +// +// with ENTRIES +// If pattern[n] is GLOBSTAR +// // handle the case where the globstar match is empty +// // by pruning it out, and testing the resulting pattern +// PROCESS(pattern[0..n] + pattern[n+1 .. $], false) +// // handle other cases. +// for ENTRY in ENTRIES (not dotfiles) +// // attach globstar + tail onto the entry +// // Mark that this entry is a globstar match +// PROCESS(pattern[0..n] + ENTRY + pattern[n .. $], true) +// +// else // not globstar +// for ENTRY in ENTRIES (not dotfiles, unless pattern[n] is dot) +// Test ENTRY against pattern[n] +// If fails, continue +// If passes, PROCESS(pattern[0..n] + item + pattern[n+1 .. $]) +// +// Caveat: +// Cache all stats and readdirs results to minimize syscall. Since all +// we ever care about is existence and directory-ness, we can just keep +// `true` for files, and [children,...] for directories, or `false` for +// things that don't exist. + +module.exports = glob + +var fs = require('fs') +var minimatch = require('minimatch') +var Minimatch = minimatch.Minimatch +var inherits = require('inherits') +var EE = require('events').EventEmitter +var path = require('path') +var assert = require('assert') +var isAbsolute = require('path-is-absolute') +var globSync = require('./sync.js') +var common = require('./common.js') +var alphasort = common.alphasort +var alphasorti = common.alphasorti +var setopts = common.setopts +var ownProp = common.ownProp +var inflight = require('inflight') +var util = require('util') +var childrenIgnored = common.childrenIgnored +var isIgnored = common.isIgnored + +var once = require('once') + +function glob (pattern, options, cb) { + if (typeof options === 'function') cb = options, options = {} + if (!options) options = {} + + if (options.sync) { + if (cb) + throw new TypeError('callback provided to sync glob') + return globSync(pattern, options) + } + + return new Glob(pattern, options, cb) +} + +glob.sync = globSync +var GlobSync = glob.GlobSync = globSync.GlobSync + +// old api surface +glob.glob = glob + +glob.hasMagic = function (pattern, options_) { + var options = util._extend({}, options_) + options.noprocess = true + + var g = new Glob(pattern, options) + var set = g.minimatch.set + if (set.length > 1) + return true + + for (var j = 0; j < set[0].length; j++) { + if (typeof set[0][j] !== 'string') + return true + } + + return false +} + +glob.Glob = Glob +inherits(Glob, EE) +function Glob (pattern, options, cb) { + if (typeof options === 'function') { + cb = options + options = null + } + + if (options && options.sync) { + if (cb) + throw new TypeError('callback provided to sync glob') + return new GlobSync(pattern, options) + } + + if (!(this instanceof Glob)) + return new Glob(pattern, options, cb) + + setopts(this, pattern, options) + this._didRealPath = false + + // process each pattern in the minimatch set + var n = this.minimatch.set.length + + // The matches are stored as {: true,...} so that + // duplicates are automagically pruned. + // Later, we do an Object.keys() on these. + // Keep them as a list so we can fill in when nonull is set. + this.matches = new Array(n) + + if (typeof cb === 'function') { + cb = once(cb) + this.on('error', cb) + this.on('end', function (matches) { + cb(null, matches) + }) + } + + var self = this + var n = this.minimatch.set.length + this._processing = 0 + this.matches = new Array(n) + + this._emitQueue = [] + this._processQueue = [] + this.paused = false + + if (this.noprocess) + return this + + if (n === 0) + return done() + + for (var i = 0; i < n; i ++) { + this._process(this.minimatch.set[i], i, false, done) + } + + function done () { + --self._processing + if (self._processing <= 0) + self._finish() + } +} + +Glob.prototype._finish = function () { + assert(this instanceof Glob) + if (this.aborted) + return + + if (this.realpath && !this._didRealpath) + return this._realpath() + + common.finish(this) + this.emit('end', this.found) +} + +Glob.prototype._realpath = function () { + if (this._didRealpath) + return + + this._didRealpath = true + + var n = this.matches.length + if (n === 0) + return this._finish() + + var self = this + for (var i = 0; i < this.matches.length; i++) + this._realpathSet(i, next) + + function next () { + if (--n === 0) + self._finish() + } +} + +Glob.prototype._realpathSet = function (index, cb) { + var matchset = this.matches[index] + if (!matchset) + return cb() + + var found = Object.keys(matchset) + var self = this + var n = found.length + + if (n === 0) + return cb() + + var set = this.matches[index] = Object.create(null) + found.forEach(function (p, i) { + // If there's a problem with the stat, then it means that + // one or more of the links in the realpath couldn't be + // resolved. just return the abs value in that case. + p = self._makeAbs(p) + fs.realpath(p, self.realpathCache, function (er, real) { + if (!er) + set[real] = true + else if (er.syscall === 'stat') + set[p] = true + else + self.emit('error', er) // srsly wtf right here + + if (--n === 0) { + self.matches[index] = set + cb() + } + }) + }) +} + +Glob.prototype._mark = function (p) { + return common.mark(this, p) +} + +Glob.prototype._makeAbs = function (f) { + return common.makeAbs(this, f) +} + +Glob.prototype.abort = function () { + this.aborted = true + this.emit('abort') +} + +Glob.prototype.pause = function () { + if (!this.paused) { + this.paused = true + this.emit('pause') + } +} + +Glob.prototype.resume = function () { + if (this.paused) { + this.emit('resume') + this.paused = false + if (this._emitQueue.length) { + var eq = this._emitQueue.slice(0) + this._emitQueue.length = 0 + for (var i = 0; i < eq.length; i ++) { + var e = eq[i] + this._emitMatch(e[0], e[1]) + } + } + if (this._processQueue.length) { + var pq = this._processQueue.slice(0) + this._processQueue.length = 0 + for (var i = 0; i < pq.length; i ++) { + var p = pq[i] + this._processing-- + this._process(p[0], p[1], p[2], p[3]) + } + } + } +} + +Glob.prototype._process = function (pattern, index, inGlobStar, cb) { + assert(this instanceof Glob) + assert(typeof cb === 'function') + + if (this.aborted) + return + + this._processing++ + if (this.paused) { + this._processQueue.push([pattern, index, inGlobStar, cb]) + return + } + + //console.error('PROCESS %d', this._processing, pattern) + + // Get the first [n] parts of pattern that are all strings. + var n = 0 + while (typeof pattern[n] === 'string') { + n ++ + } + // now n is the index of the first one that is *not* a string. + + // see if there's anything else + var prefix + switch (n) { + // if not, then this is rather simple + case pattern.length: + this._processSimple(pattern.join('/'), index, cb) + return + + case 0: + // pattern *starts* with some non-trivial item. + // going to readdir(cwd), but not include the prefix in matches. + prefix = null + break + + default: + // pattern has some string bits in the front. + // whatever it starts with, whether that's 'absolute' like /foo/bar, + // or 'relative' like '../baz' + prefix = pattern.slice(0, n).join('/') + break + } + + var remain = pattern.slice(n) + + // get the list of entries. + var read + if (prefix === null) + read = '.' + else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) { + if (!prefix || !isAbsolute(prefix)) + prefix = '/' + prefix + read = prefix + } else + read = prefix + + var abs = this._makeAbs(read) + + //if ignored, skip _processing + if (childrenIgnored(this, read)) + return cb() + + var isGlobStar = remain[0] === minimatch.GLOBSTAR + if (isGlobStar) + this._processGlobStar(prefix, read, abs, remain, index, inGlobStar, cb) + else + this._processReaddir(prefix, read, abs, remain, index, inGlobStar, cb) +} + +Glob.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar, cb) { + var self = this + this._readdir(abs, inGlobStar, function (er, entries) { + return self._processReaddir2(prefix, read, abs, remain, index, inGlobStar, entries, cb) + }) +} + +Glob.prototype._processReaddir2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) { + + // if the abs isn't a dir, then nothing can match! + if (!entries) + return cb() + + // It will only match dot entries if it starts with a dot, or if + // dot is set. Stuff like @(.foo|.bar) isn't allowed. + var pn = remain[0] + var negate = !!this.minimatch.negate + var rawGlob = pn._glob + var dotOk = this.dot || rawGlob.charAt(0) === '.' + + var matchedEntries = [] + for (var i = 0; i < entries.length; i++) { + var e = entries[i] + if (e.charAt(0) !== '.' || dotOk) { + var m + if (negate && !prefix) { + m = !e.match(pn) + } else { + m = e.match(pn) + } + if (m) + matchedEntries.push(e) + } + } + + //console.error('prd2', prefix, entries, remain[0]._glob, matchedEntries) + + var len = matchedEntries.length + // If there are no matched entries, then nothing matches. + if (len === 0) + return cb() + + // if this is the last remaining pattern bit, then no need for + // an additional stat *unless* the user has specified mark or + // stat explicitly. We know they exist, since readdir returned + // them. + + if (remain.length === 1 && !this.mark && !this.stat) { + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + if (prefix) { + if (prefix !== '/') + e = prefix + '/' + e + else + e = prefix + e + } + + if (e.charAt(0) === '/' && !this.nomount) { + e = path.join(this.root, e) + } + this._emitMatch(index, e) + } + // This was the last one, and no stats were needed + return cb() + } + + // now test all matched entries as stand-ins for that part + // of the pattern. + remain.shift() + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + var newPattern + if (prefix) { + if (prefix !== '/') + e = prefix + '/' + e + else + e = prefix + e + } + this._process([e].concat(remain), index, inGlobStar, cb) + } + cb() +} + +Glob.prototype._emitMatch = function (index, e) { + if (this.aborted) + return + + if (this.matches[index][e]) + return + + if (isIgnored(this, e)) + return + + if (this.paused) { + this._emitQueue.push([index, e]) + return + } + + var abs = this._makeAbs(e) + + if (this.nodir) { + var c = this.cache[abs] + if (c === 'DIR' || Array.isArray(c)) + return + } + + if (this.mark) + e = this._mark(e) + + this.matches[index][e] = true + + var st = this.statCache[abs] + if (st) + this.emit('stat', e, st) + + this.emit('match', e) +} + +Glob.prototype._readdirInGlobStar = function (abs, cb) { + if (this.aborted) + return + + // follow all symlinked directories forever + // just proceed as if this is a non-globstar situation + if (this.follow) + return this._readdir(abs, false, cb) + + var lstatkey = 'lstat\0' + abs + var self = this + var lstatcb = inflight(lstatkey, lstatcb_) + + if (lstatcb) + fs.lstat(abs, lstatcb) + + function lstatcb_ (er, lstat) { + if (er) + return cb() + + var isSym = lstat.isSymbolicLink() + self.symlinks[abs] = isSym + + // If it's not a symlink or a dir, then it's definitely a regular file. + // don't bother doing a readdir in that case. + if (!isSym && !lstat.isDirectory()) { + self.cache[abs] = 'FILE' + cb() + } else + self._readdir(abs, false, cb) + } +} + +Glob.prototype._readdir = function (abs, inGlobStar, cb) { + if (this.aborted) + return + + cb = inflight('readdir\0'+abs+'\0'+inGlobStar, cb) + if (!cb) + return + + //console.error('RD %j %j', +inGlobStar, abs) + if (inGlobStar && !ownProp(this.symlinks, abs)) + return this._readdirInGlobStar(abs, cb) + + if (ownProp(this.cache, abs)) { + var c = this.cache[abs] + if (!c || c === 'FILE') + return cb() + + if (Array.isArray(c)) + return cb(null, c) + } + + var self = this + fs.readdir(abs, readdirCb(this, abs, cb)) +} + +function readdirCb (self, abs, cb) { + return function (er, entries) { + if (er) + self._readdirError(abs, er, cb) + else + self._readdirEntries(abs, entries, cb) + } +} + +Glob.prototype._readdirEntries = function (abs, entries, cb) { + if (this.aborted) + return + + // if we haven't asked to stat everything, then just + // assume that everything in there exists, so we can avoid + // having to stat it a second time. + if (!this.mark && !this.stat) { + for (var i = 0; i < entries.length; i ++) { + var e = entries[i] + if (abs === '/') + e = abs + e + else + e = abs + '/' + e + this.cache[e] = true + } + } + + this.cache[abs] = entries + return cb(null, entries) +} + +Glob.prototype._readdirError = function (f, er, cb) { + if (this.aborted) + return + + // handle errors, and cache the information + switch (er.code) { + case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205 + case 'ENOTDIR': // totally normal. means it *does* exist. + this.cache[this._makeAbs(f)] = 'FILE' + break + + case 'ENOENT': // not terribly unusual + case 'ELOOP': + case 'ENAMETOOLONG': + case 'UNKNOWN': + this.cache[this._makeAbs(f)] = false + break + + default: // some unusual error. Treat as failure. + this.cache[this._makeAbs(f)] = false + if (this.strict) { + this.emit('error', er) + // If the error is handled, then we abort + // if not, we threw out of here + this.abort() + } + if (!this.silent) + console.error('glob error', er) + break + } + + return cb() +} + +Glob.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar, cb) { + var self = this + this._readdir(abs, inGlobStar, function (er, entries) { + self._processGlobStar2(prefix, read, abs, remain, index, inGlobStar, entries, cb) + }) +} + + +Glob.prototype._processGlobStar2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) { + //console.error('pgs2', prefix, remain[0], entries) + + // no entries means not a dir, so it can never have matches + // foo.txt/** doesn't match foo.txt + if (!entries) + return cb() + + // test without the globstar, and with every child both below + // and replacing the globstar. + var remainWithoutGlobStar = remain.slice(1) + var gspref = prefix ? [ prefix ] : [] + var noGlobStar = gspref.concat(remainWithoutGlobStar) + + // the noGlobStar pattern exits the inGlobStar state + this._process(noGlobStar, index, false, cb) + + var isSym = this.symlinks[abs] + var len = entries.length + + // If it's a symlink, and we're in a globstar, then stop + if (isSym && inGlobStar) + return cb() + + for (var i = 0; i < len; i++) { + var e = entries[i] + if (e.charAt(0) === '.' && !this.dot) + continue + + // these two cases enter the inGlobStar state + var instead = gspref.concat(entries[i], remainWithoutGlobStar) + this._process(instead, index, true, cb) + + var below = gspref.concat(entries[i], remain) + this._process(below, index, true, cb) + } + + cb() +} + +Glob.prototype._processSimple = function (prefix, index, cb) { + // XXX review this. Shouldn't it be doing the mounting etc + // before doing stat? kinda weird? + var self = this + this._stat(prefix, function (er, exists) { + self._processSimple2(prefix, index, er, exists, cb) + }) +} +Glob.prototype._processSimple2 = function (prefix, index, er, exists, cb) { + + //console.error('ps2', prefix, exists) + + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + // If it doesn't exist, then just mark the lack of results + if (!exists) + return cb() + + if (prefix && isAbsolute(prefix) && !this.nomount) { + var trail = /[\/\\]$/.test(prefix) + if (prefix.charAt(0) === '/') { + prefix = path.join(this.root, prefix) + } else { + prefix = path.resolve(this.root, prefix) + if (trail) + prefix += '/' + } + } + + if (process.platform === 'win32') + prefix = prefix.replace(/\\/g, '/') + + // Mark this as a match + this._emitMatch(index, prefix) + cb() +} + +// Returns either 'DIR', 'FILE', or false +Glob.prototype._stat = function (f, cb) { + var abs = this._makeAbs(f) + var needDir = f.slice(-1) === '/' + + if (f.length > this.maxLength) + return cb() + + if (!this.stat && ownProp(this.cache, abs)) { + var c = this.cache[abs] + + if (Array.isArray(c)) + c = 'DIR' + + // It exists, but maybe not how we need it + if (!needDir || c === 'DIR') + return cb(null, c) + + if (needDir && c === 'FILE') + return cb() + + // otherwise we have to stat, because maybe c=true + // if we know it exists, but not what it is. + } + + var exists + var stat = this.statCache[abs] + if (stat !== undefined) { + if (stat === false) + return cb(null, stat) + else { + var type = stat.isDirectory() ? 'DIR' : 'FILE' + if (needDir && type === 'FILE') + return cb() + else + return cb(null, type, stat) + } + } + + var self = this + var statcb = inflight('stat\0' + abs, lstatcb_) + if (statcb) + fs.lstat(abs, statcb) + + function lstatcb_ (er, lstat) { + if (lstat && lstat.isSymbolicLink()) { + // If it's a symlink, then treat it as the target, unless + // the target does not exist, then treat it as a file. + return fs.stat(abs, function (er, stat) { + if (er) + self._stat2(f, abs, null, lstat, cb) + else + self._stat2(f, abs, er, stat, cb) + }) + } else { + self._stat2(f, abs, er, lstat, cb) + } + } +} + +Glob.prototype._stat2 = function (f, abs, er, stat, cb) { + if (er) { + this.statCache[abs] = false + return cb() + } + + var needDir = f.slice(-1) === '/' + this.statCache[abs] = stat + + if (abs.slice(-1) === '/' && !stat.isDirectory()) + return cb(null, false, stat) + + var c = stat.isDirectory() ? 'DIR' : 'FILE' + this.cache[abs] = this.cache[abs] || c + + if (needDir && c !== 'DIR') + return cb() + + return cb(null, c, stat) +} + +}).call(this,require('_process')) +},{"./common.js":15,"./sync.js":17,"_process":24,"assert":9,"events":14,"fs":12,"inflight":18,"inherits":19,"minimatch":20,"once":21,"path":22,"path-is-absolute":23,"util":28}],17:[function(require,module,exports){ +(function (process){ +module.exports = globSync +globSync.GlobSync = GlobSync + +var fs = require('fs') +var minimatch = require('minimatch') +var Minimatch = minimatch.Minimatch +var Glob = require('./glob.js').Glob +var util = require('util') +var path = require('path') +var assert = require('assert') +var isAbsolute = require('path-is-absolute') +var common = require('./common.js') +var alphasort = common.alphasort +var alphasorti = common.alphasorti +var setopts = common.setopts +var ownProp = common.ownProp +var childrenIgnored = common.childrenIgnored + +function globSync (pattern, options) { + if (typeof options === 'function' || arguments.length === 3) + throw new TypeError('callback provided to sync glob\n'+ + 'See: https://github.com/isaacs/node-glob/issues/167') + + return new GlobSync(pattern, options).found +} + +function GlobSync (pattern, options) { + if (!pattern) + throw new Error('must provide pattern') + + if (typeof options === 'function' || arguments.length === 3) + throw new TypeError('callback provided to sync glob\n'+ + 'See: https://github.com/isaacs/node-glob/issues/167') + + if (!(this instanceof GlobSync)) + return new GlobSync(pattern, options) + + setopts(this, pattern, options) + + if (this.noprocess) + return this + + var n = this.minimatch.set.length + this.matches = new Array(n) + for (var i = 0; i < n; i ++) { + this._process(this.minimatch.set[i], i, false) + } + this._finish() +} + +GlobSync.prototype._finish = function () { + assert(this instanceof GlobSync) + if (this.realpath) { + var self = this + this.matches.forEach(function (matchset, index) { + var set = self.matches[index] = Object.create(null) + for (var p in matchset) { + try { + p = self._makeAbs(p) + var real = fs.realpathSync(p, self.realpathCache) + set[real] = true + } catch (er) { + if (er.syscall === 'stat') + set[self._makeAbs(p)] = true + else + throw er + } + } + }) + } + common.finish(this) +} + + +GlobSync.prototype._process = function (pattern, index, inGlobStar) { + assert(this instanceof GlobSync) + + // Get the first [n] parts of pattern that are all strings. + var n = 0 + while (typeof pattern[n] === 'string') { + n ++ + } + // now n is the index of the first one that is *not* a string. + + // See if there's anything else + var prefix + switch (n) { + // if not, then this is rather simple + case pattern.length: + this._processSimple(pattern.join('/'), index) + return + + case 0: + // pattern *starts* with some non-trivial item. + // going to readdir(cwd), but not include the prefix in matches. + prefix = null + break + + default: + // pattern has some string bits in the front. + // whatever it starts with, whether that's 'absolute' like /foo/bar, + // or 'relative' like '../baz' + prefix = pattern.slice(0, n).join('/') + break + } + + var remain = pattern.slice(n) + + // get the list of entries. + var read + if (prefix === null) + read = '.' + else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) { + if (!prefix || !isAbsolute(prefix)) + prefix = '/' + prefix + read = prefix + } else + read = prefix + + var abs = this._makeAbs(read) + + //if ignored, skip processing + if (childrenIgnored(this, read)) + return + + var isGlobStar = remain[0] === minimatch.GLOBSTAR + if (isGlobStar) + this._processGlobStar(prefix, read, abs, remain, index, inGlobStar) + else + this._processReaddir(prefix, read, abs, remain, index, inGlobStar) +} + + +GlobSync.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar) { + var entries = this._readdir(abs, inGlobStar) + + // if the abs isn't a dir, then nothing can match! + if (!entries) + return + + // It will only match dot entries if it starts with a dot, or if + // dot is set. Stuff like @(.foo|.bar) isn't allowed. + var pn = remain[0] + var negate = !!this.minimatch.negate + var rawGlob = pn._glob + var dotOk = this.dot || rawGlob.charAt(0) === '.' + + var matchedEntries = [] + for (var i = 0; i < entries.length; i++) { + var e = entries[i] + if (e.charAt(0) !== '.' || dotOk) { + var m + if (negate && !prefix) { + m = !e.match(pn) + } else { + m = e.match(pn) + } + if (m) + matchedEntries.push(e) + } + } + + var len = matchedEntries.length + // If there are no matched entries, then nothing matches. + if (len === 0) + return + + // if this is the last remaining pattern bit, then no need for + // an additional stat *unless* the user has specified mark or + // stat explicitly. We know they exist, since readdir returned + // them. + + if (remain.length === 1 && !this.mark && !this.stat) { + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + if (prefix) { + if (prefix.slice(-1) !== '/') + e = prefix + '/' + e + else + e = prefix + e + } + + if (e.charAt(0) === '/' && !this.nomount) { + e = path.join(this.root, e) + } + this.matches[index][e] = true + } + // This was the last one, and no stats were needed + return + } + + // now test all matched entries as stand-ins for that part + // of the pattern. + remain.shift() + for (var i = 0; i < len; i ++) { + var e = matchedEntries[i] + var newPattern + if (prefix) + newPattern = [prefix, e] + else + newPattern = [e] + this._process(newPattern.concat(remain), index, inGlobStar) + } +} + + +GlobSync.prototype._emitMatch = function (index, e) { + var abs = this._makeAbs(e) + if (this.mark) + e = this._mark(e) + + if (this.matches[index][e]) + return + + if (this.nodir) { + var c = this.cache[this._makeAbs(e)] + if (c === 'DIR' || Array.isArray(c)) + return + } + + this.matches[index][e] = true + if (this.stat) + this._stat(e) +} + + +GlobSync.prototype._readdirInGlobStar = function (abs) { + // follow all symlinked directories forever + // just proceed as if this is a non-globstar situation + if (this.follow) + return this._readdir(abs, false) + + var entries + var lstat + var stat + try { + lstat = fs.lstatSync(abs) + } catch (er) { + // lstat failed, doesn't exist + return null + } + + var isSym = lstat.isSymbolicLink() + this.symlinks[abs] = isSym + + // If it's not a symlink or a dir, then it's definitely a regular file. + // don't bother doing a readdir in that case. + if (!isSym && !lstat.isDirectory()) + this.cache[abs] = 'FILE' + else + entries = this._readdir(abs, false) + + return entries +} + +GlobSync.prototype._readdir = function (abs, inGlobStar) { + var entries + + if (inGlobStar && !ownProp(this.symlinks, abs)) + return this._readdirInGlobStar(abs) + + if (ownProp(this.cache, abs)) { + var c = this.cache[abs] + if (!c || c === 'FILE') + return null + + if (Array.isArray(c)) + return c + } + + try { + return this._readdirEntries(abs, fs.readdirSync(abs)) + } catch (er) { + this._readdirError(abs, er) + return null + } +} + +GlobSync.prototype._readdirEntries = function (abs, entries) { + // if we haven't asked to stat everything, then just + // assume that everything in there exists, so we can avoid + // having to stat it a second time. + if (!this.mark && !this.stat) { + for (var i = 0; i < entries.length; i ++) { + var e = entries[i] + if (abs === '/') + e = abs + e + else + e = abs + '/' + e + this.cache[e] = true + } + } + + this.cache[abs] = entries + + // mark and cache dir-ness + return entries +} + +GlobSync.prototype._readdirError = function (f, er) { + // handle errors, and cache the information + switch (er.code) { + case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205 + case 'ENOTDIR': // totally normal. means it *does* exist. + this.cache[this._makeAbs(f)] = 'FILE' + break + + case 'ENOENT': // not terribly unusual + case 'ELOOP': + case 'ENAMETOOLONG': + case 'UNKNOWN': + this.cache[this._makeAbs(f)] = false + break + + default: // some unusual error. Treat as failure. + this.cache[this._makeAbs(f)] = false + if (this.strict) + throw er + if (!this.silent) + console.error('glob error', er) + break + } +} + +GlobSync.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar) { + + var entries = this._readdir(abs, inGlobStar) + + // no entries means not a dir, so it can never have matches + // foo.txt/** doesn't match foo.txt + if (!entries) + return + + // test without the globstar, and with every child both below + // and replacing the globstar. + var remainWithoutGlobStar = remain.slice(1) + var gspref = prefix ? [ prefix ] : [] + var noGlobStar = gspref.concat(remainWithoutGlobStar) + + // the noGlobStar pattern exits the inGlobStar state + this._process(noGlobStar, index, false) + + var len = entries.length + var isSym = this.symlinks[abs] + + // If it's a symlink, and we're in a globstar, then stop + if (isSym && inGlobStar) + return + + for (var i = 0; i < len; i++) { + var e = entries[i] + if (e.charAt(0) === '.' && !this.dot) + continue + + // these two cases enter the inGlobStar state + var instead = gspref.concat(entries[i], remainWithoutGlobStar) + this._process(instead, index, true) + + var below = gspref.concat(entries[i], remain) + this._process(below, index, true) + } +} + +GlobSync.prototype._processSimple = function (prefix, index) { + // XXX review this. Shouldn't it be doing the mounting etc + // before doing stat? kinda weird? + var exists = this._stat(prefix) + + if (!this.matches[index]) + this.matches[index] = Object.create(null) + + // If it doesn't exist, then just mark the lack of results + if (!exists) + return + + if (prefix && isAbsolute(prefix) && !this.nomount) { + var trail = /[\/\\]$/.test(prefix) + if (prefix.charAt(0) === '/') { + prefix = path.join(this.root, prefix) + } else { + prefix = path.resolve(this.root, prefix) + if (trail) + prefix += '/' + } + } + + if (process.platform === 'win32') + prefix = prefix.replace(/\\/g, '/') + + // Mark this as a match + this.matches[index][prefix] = true +} + +// Returns either 'DIR', 'FILE', or false +GlobSync.prototype._stat = function (f) { + var abs = this._makeAbs(f) + var needDir = f.slice(-1) === '/' + + if (f.length > this.maxLength) + return false + + if (!this.stat && ownProp(this.cache, abs)) { + var c = this.cache[abs] + + if (Array.isArray(c)) + c = 'DIR' + + // It exists, but maybe not how we need it + if (!needDir || c === 'DIR') + return c + + if (needDir && c === 'FILE') + return false + + // otherwise we have to stat, because maybe c=true + // if we know it exists, but not what it is. + } + + var exists + var stat = this.statCache[abs] + if (!stat) { + var lstat + try { + lstat = fs.lstatSync(abs) + } catch (er) { + return false + } + + if (lstat.isSymbolicLink()) { + try { + stat = fs.statSync(abs) + } catch (er) { + stat = lstat + } + } else { + stat = lstat + } + } + + this.statCache[abs] = stat + + var c = stat.isDirectory() ? 'DIR' : 'FILE' + this.cache[abs] = this.cache[abs] || c + + if (needDir && c !== 'DIR') + return false + + return c +} + +GlobSync.prototype._mark = function (p) { + return common.mark(this, p) +} + +GlobSync.prototype._makeAbs = function (f) { + return common.makeAbs(this, f) +} + +}).call(this,require('_process')) +},{"./common.js":15,"./glob.js":16,"_process":24,"assert":9,"fs":12,"minimatch":20,"path":22,"path-is-absolute":23,"util":28}],18:[function(require,module,exports){ +(function (process){ +var wrappy = require('wrappy') +var reqs = Object.create(null) +var once = require('once') + +module.exports = wrappy(inflight) + +function inflight (key, cb) { + if (reqs[key]) { + reqs[key].push(cb) + return null + } else { + reqs[key] = [cb] + return makeres(key) + } +} + +function makeres (key) { + return once(function RES () { + var cbs = reqs[key] + var len = cbs.length + var args = slice(arguments) + + // XXX It's somewhat ambiguous whether a new callback added in this + // pass should be queued for later execution if something in the + // list of callbacks throws, or if it should just be discarded. + // However, it's such an edge case that it hardly matters, and either + // choice is likely as surprising as the other. + // As it happens, we do go ahead and schedule it for later execution. + try { + for (var i = 0; i < len; i++) { + cbs[i].apply(null, args) + } + } finally { + if (cbs.length > len) { + // added more in the interim. + // de-zalgo, just in case, but don't call again. + cbs.splice(0, len) + process.nextTick(function () { + RES.apply(null, args) + }) + } else { + delete reqs[key] + } + } + }) +} + +function slice (args) { + var length = args.length + var array = [] + + for (var i = 0; i < length; i++) array[i] = args[i] + return array +} + +}).call(this,require('_process')) +},{"_process":24,"once":21,"wrappy":29}],19:[function(require,module,exports){ +if (typeof Object.create === 'function') { + // implementation from standard node.js 'util' module + module.exports = function inherits(ctor, superCtor) { + ctor.super_ = superCtor + ctor.prototype = Object.create(superCtor.prototype, { + constructor: { + value: ctor, + enumerable: false, + writable: true, + configurable: true + } + }); + }; +} else { + // old school shim for old browsers + module.exports = function inherits(ctor, superCtor) { + ctor.super_ = superCtor + var TempCtor = function () {} + TempCtor.prototype = superCtor.prototype + ctor.prototype = new TempCtor() + ctor.prototype.constructor = ctor + } +} + +},{}],20:[function(require,module,exports){ +module.exports = minimatch +minimatch.Minimatch = Minimatch + +var path = { sep: '/' } +try { + path = require('path') +} catch (er) {} + +var GLOBSTAR = minimatch.GLOBSTAR = Minimatch.GLOBSTAR = {} +var expand = require('brace-expansion') + +var plTypes = { + '!': { open: '(?:(?!(?:', close: '))[^/]*?)'}, + '?': { open: '(?:', close: ')?' }, + '+': { open: '(?:', close: ')+' }, + '*': { open: '(?:', close: ')*' }, + '@': { open: '(?:', close: ')' } +} + +// any single thing other than / +// don't need to escape / when using new RegExp() +var qmark = '[^/]' + +// * => any number of characters +var star = qmark + '*?' + +// ** when dots are allowed. Anything goes, except .. and . +// not (^ or / followed by one or two dots followed by $ or /), +// followed by anything, any number of times. +var twoStarDot = '(?:(?!(?:\\\/|^)(?:\\.{1,2})($|\\\/)).)*?' + +// not a ^ or / followed by a dot, +// followed by anything, any number of times. +var twoStarNoDot = '(?:(?!(?:\\\/|^)\\.).)*?' + +// characters that need to be escaped in RegExp. +var reSpecials = charSet('().*{}+?[]^$\\!') + +// "abc" -> { a:true, b:true, c:true } +function charSet (s) { + return s.split('').reduce(function (set, c) { + set[c] = true + return set + }, {}) +} + +// normalizes slashes. +var slashSplit = /\/+/ + +minimatch.filter = filter +function filter (pattern, options) { + options = options || {} + return function (p, i, list) { + return minimatch(p, pattern, options) + } +} + +function ext (a, b) { + a = a || {} + b = b || {} + var t = {} + Object.keys(b).forEach(function (k) { + t[k] = b[k] + }) + Object.keys(a).forEach(function (k) { + t[k] = a[k] + }) + return t +} + +minimatch.defaults = function (def) { + if (!def || !Object.keys(def).length) return minimatch + + var orig = minimatch + + var m = function minimatch (p, pattern, options) { + return orig.minimatch(p, pattern, ext(def, options)) + } + + m.Minimatch = function Minimatch (pattern, options) { + return new orig.Minimatch(pattern, ext(def, options)) + } + + return m +} + +Minimatch.defaults = function (def) { + if (!def || !Object.keys(def).length) return Minimatch + return minimatch.defaults(def).Minimatch +} + +function minimatch (p, pattern, options) { + if (typeof pattern !== 'string') { + throw new TypeError('glob pattern string required') + } + + if (!options) options = {} + + // shortcut: comments match nothing. + if (!options.nocomment && pattern.charAt(0) === '#') { + return false + } + + // "" only matches "" + if (pattern.trim() === '') return p === '' + + return new Minimatch(pattern, options).match(p) +} + +function Minimatch (pattern, options) { + if (!(this instanceof Minimatch)) { + return new Minimatch(pattern, options) + } + + if (typeof pattern !== 'string') { + throw new TypeError('glob pattern string required') + } + + if (!options) options = {} + pattern = pattern.trim() + + // windows support: need to use /, not \ + if (path.sep !== '/') { + pattern = pattern.split(path.sep).join('/') + } + + this.options = options + this.set = [] + this.pattern = pattern + this.regexp = null + this.negate = false + this.comment = false + this.empty = false + + // make the set of regexps etc. + this.make() +} + +Minimatch.prototype.debug = function () {} + +Minimatch.prototype.make = make +function make () { + // don't do it more than once. + if (this._made) return + + var pattern = this.pattern + var options = this.options + + // empty patterns and comments match nothing. + if (!options.nocomment && pattern.charAt(0) === '#') { + this.comment = true + return + } + if (!pattern) { + this.empty = true + return + } + + // step 1: figure out negation, etc. + this.parseNegate() + + // step 2: expand braces + var set = this.globSet = this.braceExpand() + + if (options.debug) this.debug = console.error + + this.debug(this.pattern, set) + + // step 3: now we have a set, so turn each one into a series of path-portion + // matching patterns. + // These will be regexps, except in the case of "**", which is + // set to the GLOBSTAR object for globstar behavior, + // and will not contain any / characters + set = this.globParts = set.map(function (s) { + return s.split(slashSplit) + }) + + this.debug(this.pattern, set) + + // glob --> regexps + set = set.map(function (s, si, set) { + return s.map(this.parse, this) + }, this) + + this.debug(this.pattern, set) + + // filter out everything that didn't compile properly. + set = set.filter(function (s) { + return s.indexOf(false) === -1 + }) + + this.debug(this.pattern, set) + + this.set = set +} + +Minimatch.prototype.parseNegate = parseNegate +function parseNegate () { + var pattern = this.pattern + var negate = false + var options = this.options + var negateOffset = 0 + + if (options.nonegate) return + + for (var i = 0, l = pattern.length + ; i < l && pattern.charAt(i) === '!' + ; i++) { + negate = !negate + negateOffset++ + } + + if (negateOffset) this.pattern = pattern.substr(negateOffset) + this.negate = negate +} + +// Brace expansion: +// a{b,c}d -> abd acd +// a{b,}c -> abc ac +// a{0..3}d -> a0d a1d a2d a3d +// a{b,c{d,e}f}g -> abg acdfg acefg +// a{b,c}d{e,f}g -> abdeg acdeg abdeg abdfg +// +// Invalid sets are not expanded. +// a{2..}b -> a{2..}b +// a{b}c -> a{b}c +minimatch.braceExpand = function (pattern, options) { + return braceExpand(pattern, options) +} + +Minimatch.prototype.braceExpand = braceExpand + +function braceExpand (pattern, options) { + if (!options) { + if (this instanceof Minimatch) { + options = this.options + } else { + options = {} + } + } + + pattern = typeof pattern === 'undefined' + ? this.pattern : pattern + + if (typeof pattern === 'undefined') { + throw new TypeError('undefined pattern') + } + + if (options.nobrace || + !pattern.match(/\{.*\}/)) { + // shortcut. no need to expand. + return [pattern] + } + + return expand(pattern) +} + +// parse a component of the expanded set. +// At this point, no pattern may contain "/" in it +// so we're going to return a 2d array, where each entry is the full +// pattern, split on '/', and then turned into a regular expression. +// A regexp is made at the end which joins each array with an +// escaped /, and another full one which joins each regexp with |. +// +// Following the lead of Bash 4.1, note that "**" only has special meaning +// when it is the *only* thing in a path portion. Otherwise, any series +// of * is equivalent to a single *. Globstar behavior is enabled by +// default, and can be disabled by setting options.noglobstar. +Minimatch.prototype.parse = parse +var SUBPARSE = {} +function parse (pattern, isSub) { + if (pattern.length > 1024 * 64) { + throw new TypeError('pattern is too long') + } + + var options = this.options + + // shortcuts + if (!options.noglobstar && pattern === '**') return GLOBSTAR + if (pattern === '') return '' + + var re = '' + var hasMagic = !!options.nocase + var escaping = false + // ? => one single character + var patternListStack = [] + var negativeLists = [] + var stateChar + var inClass = false + var reClassStart = -1 + var classStart = -1 + // . and .. never match anything that doesn't start with ., + // even when options.dot is set. + var patternStart = pattern.charAt(0) === '.' ? '' // anything + // not (start or / followed by . or .. followed by / or end) + : options.dot ? '(?!(?:^|\\\/)\\.{1,2}(?:$|\\\/))' + : '(?!\\.)' + var self = this + + function clearStateChar () { + if (stateChar) { + // we had some state-tracking character + // that wasn't consumed by this pass. + switch (stateChar) { + case '*': + re += star + hasMagic = true + break + case '?': + re += qmark + hasMagic = true + break + default: + re += '\\' + stateChar + break + } + self.debug('clearStateChar %j %j', stateChar, re) + stateChar = false + } + } + + for (var i = 0, len = pattern.length, c + ; (i < len) && (c = pattern.charAt(i)) + ; i++) { + this.debug('%s\t%s %s %j', pattern, i, re, c) + + // skip over any that are escaped. + if (escaping && reSpecials[c]) { + re += '\\' + c + escaping = false + continue + } + + switch (c) { + case '/': + // completely not allowed, even escaped. + // Should already be path-split by now. + return false + + case '\\': + clearStateChar() + escaping = true + continue + + // the various stateChar values + // for the "extglob" stuff. + case '?': + case '*': + case '+': + case '@': + case '!': + this.debug('%s\t%s %s %j <-- stateChar', pattern, i, re, c) + + // all of those are literals inside a class, except that + // the glob [!a] means [^a] in regexp + if (inClass) { + this.debug(' in class') + if (c === '!' && i === classStart + 1) c = '^' + re += c + continue + } + + // if we already have a stateChar, then it means + // that there was something like ** or +? in there. + // Handle the stateChar, then proceed with this one. + self.debug('call clearStateChar %j', stateChar) + clearStateChar() + stateChar = c + // if extglob is disabled, then +(asdf|foo) isn't a thing. + // just clear the statechar *now*, rather than even diving into + // the patternList stuff. + if (options.noext) clearStateChar() + continue + + case '(': + if (inClass) { + re += '(' + continue + } + + if (!stateChar) { + re += '\\(' + continue + } + + patternListStack.push({ + type: stateChar, + start: i - 1, + reStart: re.length, + open: plTypes[stateChar].open, + close: plTypes[stateChar].close + }) + // negation is (?:(?!js)[^/]*) + re += stateChar === '!' ? '(?:(?!(?:' : '(?:' + this.debug('plType %j %j', stateChar, re) + stateChar = false + continue + + case ')': + if (inClass || !patternListStack.length) { + re += '\\)' + continue + } + + clearStateChar() + hasMagic = true + var pl = patternListStack.pop() + // negation is (?:(?!js)[^/]*) + // The others are (?:) + re += pl.close + if (pl.type === '!') { + negativeLists.push(pl) + } + pl.reEnd = re.length + continue + + case '|': + if (inClass || !patternListStack.length || escaping) { + re += '\\|' + escaping = false + continue + } + + clearStateChar() + re += '|' + continue + + // these are mostly the same in regexp and glob + case '[': + // swallow any state-tracking char before the [ + clearStateChar() + + if (inClass) { + re += '\\' + c + continue + } + + inClass = true + classStart = i + reClassStart = re.length + re += c + continue + + case ']': + // a right bracket shall lose its special + // meaning and represent itself in + // a bracket expression if it occurs + // first in the list. -- POSIX.2 2.8.3.2 + if (i === classStart + 1 || !inClass) { + re += '\\' + c + escaping = false + continue + } + + // handle the case where we left a class open. + // "[z-a]" is valid, equivalent to "\[z-a\]" + if (inClass) { + // split where the last [ was, make sure we don't have + // an invalid re. if so, re-walk the contents of the + // would-be class to re-translate any characters that + // were passed through as-is + // TODO: It would probably be faster to determine this + // without a try/catch and a new RegExp, but it's tricky + // to do safely. For now, this is safe and works. + var cs = pattern.substring(classStart + 1, i) + try { + RegExp('[' + cs + ']') + } catch (er) { + // not a valid class! + var sp = this.parse(cs, SUBPARSE) + re = re.substr(0, reClassStart) + '\\[' + sp[0] + '\\]' + hasMagic = hasMagic || sp[1] + inClass = false + continue + } + } + + // finish up the class. + hasMagic = true + inClass = false + re += c + continue + + default: + // swallow any state char that wasn't consumed + clearStateChar() + + if (escaping) { + // no need + escaping = false + } else if (reSpecials[c] + && !(c === '^' && inClass)) { + re += '\\' + } + + re += c + + } // switch + } // for + + // handle the case where we left a class open. + // "[abc" is valid, equivalent to "\[abc" + if (inClass) { + // split where the last [ was, and escape it + // this is a huge pita. We now have to re-walk + // the contents of the would-be class to re-translate + // any characters that were passed through as-is + cs = pattern.substr(classStart + 1) + sp = this.parse(cs, SUBPARSE) + re = re.substr(0, reClassStart) + '\\[' + sp[0] + hasMagic = hasMagic || sp[1] + } + + // handle the case where we had a +( thing at the *end* + // of the pattern. + // each pattern list stack adds 3 chars, and we need to go through + // and escape any | chars that were passed through as-is for the regexp. + // Go through and escape them, taking care not to double-escape any + // | chars that were already escaped. + for (pl = patternListStack.pop(); pl; pl = patternListStack.pop()) { + var tail = re.slice(pl.reStart + pl.open.length) + this.debug('setting tail', re, pl) + // maybe some even number of \, then maybe 1 \, followed by a | + tail = tail.replace(/((?:\\{2}){0,64})(\\?)\|/g, function (_, $1, $2) { + if (!$2) { + // the | isn't already escaped, so escape it. + $2 = '\\' + } + + // need to escape all those slashes *again*, without escaping the + // one that we need for escaping the | character. As it works out, + // escaping an even number of slashes can be done by simply repeating + // it exactly after itself. That's why this trick works. + // + // I am sorry that you have to see this. + return $1 + $1 + $2 + '|' + }) + + this.debug('tail=%j\n %s', tail, tail, pl, re) + var t = pl.type === '*' ? star + : pl.type === '?' ? qmark + : '\\' + pl.type + + hasMagic = true + re = re.slice(0, pl.reStart) + t + '\\(' + tail + } + + // handle trailing things that only matter at the very end. + clearStateChar() + if (escaping) { + // trailing \\ + re += '\\\\' + } + + // only need to apply the nodot start if the re starts with + // something that could conceivably capture a dot + var addPatternStart = false + switch (re.charAt(0)) { + case '.': + case '[': + case '(': addPatternStart = true + } + + // Hack to work around lack of negative lookbehind in JS + // A pattern like: *.!(x).!(y|z) needs to ensure that a name + // like 'a.xyz.yz' doesn't match. So, the first negative + // lookahead, has to look ALL the way ahead, to the end of + // the pattern. + for (var n = negativeLists.length - 1; n > -1; n--) { + var nl = negativeLists[n] + + var nlBefore = re.slice(0, nl.reStart) + var nlFirst = re.slice(nl.reStart, nl.reEnd - 8) + var nlLast = re.slice(nl.reEnd - 8, nl.reEnd) + var nlAfter = re.slice(nl.reEnd) + + nlLast += nlAfter + + // Handle nested stuff like *(*.js|!(*.json)), where open parens + // mean that we should *not* include the ) in the bit that is considered + // "after" the negated section. + var openParensBefore = nlBefore.split('(').length - 1 + var cleanAfter = nlAfter + for (i = 0; i < openParensBefore; i++) { + cleanAfter = cleanAfter.replace(/\)[+*?]?/, '') + } + nlAfter = cleanAfter + + var dollar = '' + if (nlAfter === '' && isSub !== SUBPARSE) { + dollar = '$' + } + var newRe = nlBefore + nlFirst + nlAfter + dollar + nlLast + re = newRe + } + + // if the re is not "" at this point, then we need to make sure + // it doesn't match against an empty path part. + // Otherwise a/* will match a/, which it should not. + if (re !== '' && hasMagic) { + re = '(?=.)' + re + } + + if (addPatternStart) { + re = patternStart + re + } + + // parsing just a piece of a larger pattern. + if (isSub === SUBPARSE) { + return [re, hasMagic] + } + + // skip the regexp for non-magical patterns + // unescape anything in it, though, so that it'll be + // an exact match against a file etc. + if (!hasMagic) { + return globUnescape(pattern) + } + + var flags = options.nocase ? 'i' : '' + try { + var regExp = new RegExp('^' + re + '$', flags) + } catch (er) { + // If it was an invalid regular expression, then it can't match + // anything. This trick looks for a character after the end of + // the string, which is of course impossible, except in multi-line + // mode, but it's not a /m regex. + return new RegExp('$.') + } + + regExp._glob = pattern + regExp._src = re + + return regExp +} + +minimatch.makeRe = function (pattern, options) { + return new Minimatch(pattern, options || {}).makeRe() +} + +Minimatch.prototype.makeRe = makeRe +function makeRe () { + if (this.regexp || this.regexp === false) return this.regexp + + // at this point, this.set is a 2d array of partial + // pattern strings, or "**". + // + // It's better to use .match(). This function shouldn't + // be used, really, but it's pretty convenient sometimes, + // when you just want to work with a regex. + var set = this.set + + if (!set.length) { + this.regexp = false + return this.regexp + } + var options = this.options + + var twoStar = options.noglobstar ? star + : options.dot ? twoStarDot + : twoStarNoDot + var flags = options.nocase ? 'i' : '' + + var re = set.map(function (pattern) { + return pattern.map(function (p) { + return (p === GLOBSTAR) ? twoStar + : (typeof p === 'string') ? regExpEscape(p) + : p._src + }).join('\\\/') + }).join('|') + + // must match entire pattern + // ending in a * or ** will make it less strict. + re = '^(?:' + re + ')$' + + // can match anything, as long as it's not this. + if (this.negate) re = '^(?!' + re + ').*$' + + try { + this.regexp = new RegExp(re, flags) + } catch (ex) { + this.regexp = false + } + return this.regexp +} + +minimatch.match = function (list, pattern, options) { + options = options || {} + var mm = new Minimatch(pattern, options) + list = list.filter(function (f) { + return mm.match(f) + }) + if (mm.options.nonull && !list.length) { + list.push(pattern) + } + return list +} + +Minimatch.prototype.match = match +function match (f, partial) { + this.debug('match', f, this.pattern) + // short-circuit in the case of busted things. + // comments, etc. + if (this.comment) return false + if (this.empty) return f === '' + + if (f === '/' && partial) return true + + var options = this.options + + // windows: need to use /, not \ + if (path.sep !== '/') { + f = f.split(path.sep).join('/') + } + + // treat the test path as a set of pathparts. + f = f.split(slashSplit) + this.debug(this.pattern, 'split', f) + + // just ONE of the pattern sets in this.set needs to match + // in order for it to be valid. If negating, then just one + // match means that we have failed. + // Either way, return on the first hit. + + var set = this.set + this.debug(this.pattern, 'set', set) + + // Find the basename of the path by looking for the last non-empty segment + var filename + var i + for (i = f.length - 1; i >= 0; i--) { + filename = f[i] + if (filename) break + } + + for (i = 0; i < set.length; i++) { + var pattern = set[i] + var file = f + if (options.matchBase && pattern.length === 1) { + file = [filename] + } + var hit = this.matchOne(file, pattern, partial) + if (hit) { + if (options.flipNegate) return true + return !this.negate + } + } + + // didn't get any hits. this is success if it's a negative + // pattern, failure otherwise. + if (options.flipNegate) return false + return this.negate +} + +// set partial to true to test if, for example, +// "/a/b" matches the start of "/*/b/*/d" +// Partial means, if you run out of file before you run +// out of pattern, then that's fine, as long as all +// the parts match. +Minimatch.prototype.matchOne = function (file, pattern, partial) { + var options = this.options + + this.debug('matchOne', + { 'this': this, file: file, pattern: pattern }) + + this.debug('matchOne', file.length, pattern.length) + + for (var fi = 0, + pi = 0, + fl = file.length, + pl = pattern.length + ; (fi < fl) && (pi < pl) + ; fi++, pi++) { + this.debug('matchOne loop') + var p = pattern[pi] + var f = file[fi] + + this.debug(pattern, p, f) + + // should be impossible. + // some invalid regexp stuff in the set. + if (p === false) return false + + if (p === GLOBSTAR) { + this.debug('GLOBSTAR', [pattern, p, f]) + + // "**" + // a/**/b/**/c would match the following: + // a/b/x/y/z/c + // a/x/y/z/b/c + // a/b/x/b/x/c + // a/b/c + // To do this, take the rest of the pattern after + // the **, and see if it would match the file remainder. + // If so, return success. + // If not, the ** "swallows" a segment, and try again. + // This is recursively awful. + // + // a/**/b/**/c matching a/b/x/y/z/c + // - a matches a + // - doublestar + // - matchOne(b/x/y/z/c, b/**/c) + // - b matches b + // - doublestar + // - matchOne(x/y/z/c, c) -> no + // - matchOne(y/z/c, c) -> no + // - matchOne(z/c, c) -> no + // - matchOne(c, c) yes, hit + var fr = fi + var pr = pi + 1 + if (pr === pl) { + this.debug('** at the end') + // a ** at the end will just swallow the rest. + // We have found a match. + // however, it will not swallow /.x, unless + // options.dot is set. + // . and .. are *never* matched by **, for explosively + // exponential reasons. + for (; fi < fl; fi++) { + if (file[fi] === '.' || file[fi] === '..' || + (!options.dot && file[fi].charAt(0) === '.')) return false + } + return true + } + + // ok, let's see if we can swallow whatever we can. + while (fr < fl) { + var swallowee = file[fr] + + this.debug('\nglobstar while', file, fr, pattern, pr, swallowee) + + // XXX remove this slice. Just pass the start index. + if (this.matchOne(file.slice(fr), pattern.slice(pr), partial)) { + this.debug('globstar found match!', fr, fl, swallowee) + // found a match. + return true + } else { + // can't swallow "." or ".." ever. + // can only swallow ".foo" when explicitly asked. + if (swallowee === '.' || swallowee === '..' || + (!options.dot && swallowee.charAt(0) === '.')) { + this.debug('dot detected!', file, fr, pattern, pr) + break + } + + // ** swallows a segment, and continue. + this.debug('globstar swallow a segment, and continue') + fr++ + } + } + + // no match was found. + // However, in partial mode, we can't say this is necessarily over. + // If there's more *pattern* left, then + if (partial) { + // ran out of file + this.debug('\n>>> no match, partial?', file, fr, pattern, pr) + if (fr === fl) return true + } + return false + } + + // something other than ** + // non-magic patterns just have to match exactly + // patterns with magic have been turned into regexps. + var hit + if (typeof p === 'string') { + if (options.nocase) { + hit = f.toLowerCase() === p.toLowerCase() + } else { + hit = f === p + } + this.debug('string match', p, f, hit) + } else { + hit = f.match(p) + this.debug('pattern match', p, f, hit) + } + + if (!hit) return false + } + + // Note: ending in / means that we'll get a final "" + // at the end of the pattern. This can only match a + // corresponding "" at the end of the file. + // If the file ends in /, then it can only match a + // a pattern that ends in /, unless the pattern just + // doesn't have any more for it. But, a/b/ should *not* + // match "a/b/*", even though "" matches against the + // [^/]*? pattern, except in partial mode, where it might + // simply not be reached yet. + // However, a/b/ should still satisfy a/* + + // now either we fell off the end of the pattern, or we're done. + if (fi === fl && pi === pl) { + // ran out of pattern and filename at the same time. + // an exact hit! + return true + } else if (fi === fl) { + // ran out of file, but still had pattern left. + // this is ok if we're doing the match as part of + // a glob fs traversal. + return partial + } else if (pi === pl) { + // ran out of pattern, still have file left. + // this is only acceptable if we're on the very last + // empty segment of a file with a trailing slash. + // a/* should match a/b/ + var emptyFileEnd = (fi === fl - 1) && (file[fi] === '') + return emptyFileEnd + } + + // should be unreachable. + throw new Error('wtf?') +} + +// replace stuff like \* with * +function globUnescape (s) { + return s.replace(/\\(.)/g, '$1') +} + +function regExpEscape (s) { + return s.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&') +} + +},{"brace-expansion":11,"path":22}],21:[function(require,module,exports){ +var wrappy = require('wrappy') +module.exports = wrappy(once) +module.exports.strict = wrappy(onceStrict) + +once.proto = once(function () { + Object.defineProperty(Function.prototype, 'once', { + value: function () { + return once(this) + }, + configurable: true + }) + + Object.defineProperty(Function.prototype, 'onceStrict', { + value: function () { + return onceStrict(this) + }, + configurable: true + }) +}) + +function once (fn) { + var f = function () { + if (f.called) return f.value + f.called = true + return f.value = fn.apply(this, arguments) + } + f.called = false + return f +} + +function onceStrict (fn) { + var f = function () { + if (f.called) + throw new Error(f.onceError) + f.called = true + return f.value = fn.apply(this, arguments) + } + var name = fn.name || 'Function wrapped with `once`' + f.onceError = name + " shouldn't be called more than once" + f.called = false + return f +} + +},{"wrappy":29}],22:[function(require,module,exports){ +(function (process){ +// Copyright Joyent, Inc. and other Node contributors. +// +// Permission is hereby granted, free of charge, to any person obtaining a +// copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to permit +// persons to whom the Software is furnished to do so, subject to the +// following conditions: +// +// The above copyright notice and this permission notice shall be included +// in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN +// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE +// USE OR OTHER DEALINGS IN THE SOFTWARE. + +// resolves . and .. elements in a path array with directory names there +// must be no slashes, empty elements, or device names (c:\) in the array +// (so also no leading and trailing slashes - it does not distinguish +// relative and absolute paths) +function normalizeArray(parts, allowAboveRoot) { + // if the path tries to go above the root, `up` ends up > 0 + var up = 0; + for (var i = parts.length - 1; i >= 0; i--) { + var last = parts[i]; + if (last === '.') { + parts.splice(i, 1); + } else if (last === '..') { + parts.splice(i, 1); + up++; + } else if (up) { + parts.splice(i, 1); + up--; + } + } + + // if the path is allowed to go above the root, restore leading ..s + if (allowAboveRoot) { + for (; up--; up) { + parts.unshift('..'); + } + } + + return parts; +} + +// Split a filename into [root, dir, basename, ext], unix version +// 'root' is just a slash, or nothing. +var splitPathRe = + /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/; +var splitPath = function(filename) { + return splitPathRe.exec(filename).slice(1); +}; + +// path.resolve([from ...], to) +// posix version +exports.resolve = function() { + var resolvedPath = '', + resolvedAbsolute = false; + + for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) { + var path = (i >= 0) ? arguments[i] : process.cwd(); + + // Skip empty and invalid entries + if (typeof path !== 'string') { + throw new TypeError('Arguments to path.resolve must be strings'); + } else if (!path) { + continue; + } + + resolvedPath = path + '/' + resolvedPath; + resolvedAbsolute = path.charAt(0) === '/'; + } + + // At this point the path should be resolved to a full absolute path, but + // handle relative paths to be safe (might happen when process.cwd() fails) + + // Normalize the path + resolvedPath = normalizeArray(filter(resolvedPath.split('/'), function(p) { + return !!p; + }), !resolvedAbsolute).join('/'); + + return ((resolvedAbsolute ? '/' : '') + resolvedPath) || '.'; +}; + +// path.normalize(path) +// posix version +exports.normalize = function(path) { + var isAbsolute = exports.isAbsolute(path), + trailingSlash = substr(path, -1) === '/'; + + // Normalize the path + path = normalizeArray(filter(path.split('/'), function(p) { + return !!p; + }), !isAbsolute).join('/'); + + if (!path && !isAbsolute) { + path = '.'; + } + if (path && trailingSlash) { + path += '/'; + } + + return (isAbsolute ? '/' : '') + path; +}; + +// posix version +exports.isAbsolute = function(path) { + return path.charAt(0) === '/'; +}; + +// posix version +exports.join = function() { + var paths = Array.prototype.slice.call(arguments, 0); + return exports.normalize(filter(paths, function(p, index) { + if (typeof p !== 'string') { + throw new TypeError('Arguments to path.join must be strings'); + } + return p; + }).join('/')); +}; + + +// path.relative(from, to) +// posix version +exports.relative = function(from, to) { + from = exports.resolve(from).substr(1); + to = exports.resolve(to).substr(1); + + function trim(arr) { + var start = 0; + for (; start < arr.length; start++) { + if (arr[start] !== '') break; + } + + var end = arr.length - 1; + for (; end >= 0; end--) { + if (arr[end] !== '') break; + } + + if (start > end) return []; + return arr.slice(start, end - start + 1); + } + + var fromParts = trim(from.split('/')); + var toParts = trim(to.split('/')); + + var length = Math.min(fromParts.length, toParts.length); + var samePartsLength = length; + for (var i = 0; i < length; i++) { + if (fromParts[i] !== toParts[i]) { + samePartsLength = i; + break; + } + } + + var outputParts = []; + for (var i = samePartsLength; i < fromParts.length; i++) { + outputParts.push('..'); + } + + outputParts = outputParts.concat(toParts.slice(samePartsLength)); + + return outputParts.join('/'); +}; + +exports.sep = '/'; +exports.delimiter = ':'; + +exports.dirname = function(path) { + var result = splitPath(path), + root = result[0], + dir = result[1]; + + if (!root && !dir) { + // No dirname whatsoever + return '.'; + } + + if (dir) { + // It has a dirname, strip trailing slash + dir = dir.substr(0, dir.length - 1); + } + + return root + dir; +}; + + +exports.basename = function(path, ext) { + var f = splitPath(path)[2]; + // TODO: make this comparison case-insensitive on windows? + if (ext && f.substr(-1 * ext.length) === ext) { + f = f.substr(0, f.length - ext.length); + } + return f; +}; + + +exports.extname = function(path) { + return splitPath(path)[3]; +}; + +function filter (xs, f) { + if (xs.filter) return xs.filter(f); + var res = []; + for (var i = 0; i < xs.length; i++) { + if (f(xs[i], i, xs)) res.push(xs[i]); + } + return res; +} + +// String.prototype.substr - negative index don't work in IE8 +var substr = 'ab'.substr(-1) === 'b' + ? function (str, start, len) { return str.substr(start, len) } + : function (str, start, len) { + if (start < 0) start = str.length + start; + return str.substr(start, len); + } +; + +}).call(this,require('_process')) +},{"_process":24}],23:[function(require,module,exports){ +(function (process){ +'use strict'; + +function posix(path) { + return path.charAt(0) === '/'; +} + +function win32(path) { + // https://github.com/nodejs/node/blob/b3fcc245fb25539909ef1d5eaa01dbf92e168633/lib/path.js#L56 + var splitDeviceRe = /^([a-zA-Z]:|[\\\/]{2}[^\\\/]+[\\\/]+[^\\\/]+)?([\\\/])?([\s\S]*?)$/; + var result = splitDeviceRe.exec(path); + var device = result[1] || ''; + var isUnc = Boolean(device && device.charAt(1) !== ':'); + + // UNC paths are always absolute + return Boolean(result[2] || isUnc); +} + +module.exports = process.platform === 'win32' ? win32 : posix; +module.exports.posix = posix; +module.exports.win32 = win32; + +}).call(this,require('_process')) +},{"_process":24}],24:[function(require,module,exports){ +// shim for using process in browser +var process = module.exports = {}; + +// cached from whatever global is present so that test runners that stub it +// don't break things. But we need to wrap it in a try catch in case it is +// wrapped in strict mode code which doesn't define any globals. It's inside a +// function because try/catches deoptimize in certain engines. + +var cachedSetTimeout; +var cachedClearTimeout; + +function defaultSetTimout() { + throw new Error('setTimeout has not been defined'); +} +function defaultClearTimeout () { + throw new Error('clearTimeout has not been defined'); +} +(function () { + try { + if (typeof setTimeout === 'function') { + cachedSetTimeout = setTimeout; + } else { + cachedSetTimeout = defaultSetTimout; + } + } catch (e) { + cachedSetTimeout = defaultSetTimout; + } + try { + if (typeof clearTimeout === 'function') { + cachedClearTimeout = clearTimeout; + } else { + cachedClearTimeout = defaultClearTimeout; + } + } catch (e) { + cachedClearTimeout = defaultClearTimeout; + } +} ()) +function runTimeout(fun) { + if (cachedSetTimeout === setTimeout) { + //normal enviroments in sane situations + return setTimeout(fun, 0); + } + // if setTimeout wasn't available but was latter defined + if ((cachedSetTimeout === defaultSetTimout || !cachedSetTimeout) && setTimeout) { + cachedSetTimeout = setTimeout; + return setTimeout(fun, 0); + } + try { + // when when somebody has screwed with setTimeout but no I.E. maddness + return cachedSetTimeout(fun, 0); + } catch(e){ + try { + // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally + return cachedSetTimeout.call(null, fun, 0); + } catch(e){ + // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error + return cachedSetTimeout.call(this, fun, 0); + } + } + + +} +function runClearTimeout(marker) { + if (cachedClearTimeout === clearTimeout) { + //normal enviroments in sane situations + return clearTimeout(marker); + } + // if clearTimeout wasn't available but was latter defined + if ((cachedClearTimeout === defaultClearTimeout || !cachedClearTimeout) && clearTimeout) { + cachedClearTimeout = clearTimeout; + return clearTimeout(marker); + } + try { + // when when somebody has screwed with setTimeout but no I.E. maddness + return cachedClearTimeout(marker); + } catch (e){ + try { + // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally + return cachedClearTimeout.call(null, marker); + } catch (e){ + // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error. + // Some versions of I.E. have different rules for clearTimeout vs setTimeout + return cachedClearTimeout.call(this, marker); + } + } + + + +} +var queue = []; +var draining = false; +var currentQueue; +var queueIndex = -1; + +function cleanUpNextTick() { + if (!draining || !currentQueue) { + return; + } + draining = false; + if (currentQueue.length) { + queue = currentQueue.concat(queue); + } else { + queueIndex = -1; + } + if (queue.length) { + drainQueue(); + } +} + +function drainQueue() { + if (draining) { + return; + } + var timeout = runTimeout(cleanUpNextTick); + draining = true; + + var len = queue.length; + while(len) { + currentQueue = queue; + queue = []; + while (++queueIndex < len) { + if (currentQueue) { + currentQueue[queueIndex].run(); + } + } + queueIndex = -1; + len = queue.length; + } + currentQueue = null; + draining = false; + runClearTimeout(timeout); +} + +process.nextTick = function (fun) { + var args = new Array(arguments.length - 1); + if (arguments.length > 1) { + for (var i = 1; i < arguments.length; i++) { + args[i - 1] = arguments[i]; + } + } + queue.push(new Item(fun, args)); + if (queue.length === 1 && !draining) { + runTimeout(drainQueue); + } +}; + +// v8 likes predictible objects +function Item(fun, array) { + this.fun = fun; + this.array = array; +} +Item.prototype.run = function () { + this.fun.apply(null, this.array); +}; +process.title = 'browser'; +process.browser = true; +process.env = {}; +process.argv = []; +process.version = ''; // empty string to avoid regexp issues +process.versions = {}; + +function noop() {} + +process.on = noop; +process.addListener = noop; +process.once = noop; +process.off = noop; +process.removeListener = noop; +process.removeAllListeners = noop; +process.emit = noop; +process.prependListener = noop; +process.prependOnceListener = noop; + +process.listeners = function (name) { return [] } + +process.binding = function (name) { + throw new Error('process.binding is not supported'); +}; + +process.cwd = function () { return '/' }; +process.chdir = function (dir) { + throw new Error('process.chdir is not supported'); +}; +process.umask = function() { return 0; }; + +},{}],25:[function(require,module,exports){ +// Underscore.js 1.8.3 +// http://underscorejs.org +// (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors +// Underscore may be freely distributed under the MIT license. + +(function() { + + // Baseline setup + // -------------- + + // Establish the root object, `window` in the browser, or `exports` on the server. + var root = this; + + // Save the previous value of the `_` variable. + var previousUnderscore = root._; + + // Save bytes in the minified (but not gzipped) version: + var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype; + + // Create quick reference variables for speed access to core prototypes. + var + push = ArrayProto.push, + slice = ArrayProto.slice, + toString = ObjProto.toString, + hasOwnProperty = ObjProto.hasOwnProperty; + + // All **ECMAScript 5** native function implementations that we hope to use + // are declared here. + var + nativeIsArray = Array.isArray, + nativeKeys = Object.keys, + nativeBind = FuncProto.bind, + nativeCreate = Object.create; + + // Naked function reference for surrogate-prototype-swapping. + var Ctor = function(){}; + + // Create a safe reference to the Underscore object for use below. + var _ = function(obj) { + if (obj instanceof _) return obj; + if (!(this instanceof _)) return new _(obj); + this._wrapped = obj; + }; + + // Export the Underscore object for **Node.js**, with + // backwards-compatibility for the old `require()` API. If we're in + // the browser, add `_` as a global object. + if (typeof exports !== 'undefined') { + if (typeof module !== 'undefined' && module.exports) { + exports = module.exports = _; + } + exports._ = _; + } else { + root._ = _; + } + + // Current version. + _.VERSION = '1.8.3'; + + // Internal function that returns an efficient (for current engines) version + // of the passed-in callback, to be repeatedly applied in other Underscore + // functions. + var optimizeCb = function(func, context, argCount) { + if (context === void 0) return func; + switch (argCount == null ? 3 : argCount) { + case 1: return function(value) { + return func.call(context, value); + }; + case 2: return function(value, other) { + return func.call(context, value, other); + }; + case 3: return function(value, index, collection) { + return func.call(context, value, index, collection); + }; + case 4: return function(accumulator, value, index, collection) { + return func.call(context, accumulator, value, index, collection); + }; + } + return function() { + return func.apply(context, arguments); + }; + }; + + // A mostly-internal function to generate callbacks that can be applied + // to each element in a collection, returning the desired result — either + // identity, an arbitrary callback, a property matcher, or a property accessor. + var cb = function(value, context, argCount) { + if (value == null) return _.identity; + if (_.isFunction(value)) return optimizeCb(value, context, argCount); + if (_.isObject(value)) return _.matcher(value); + return _.property(value); + }; + _.iteratee = function(value, context) { + return cb(value, context, Infinity); + }; + + // An internal function for creating assigner functions. + var createAssigner = function(keysFunc, undefinedOnly) { + return function(obj) { + var length = arguments.length; + if (length < 2 || obj == null) return obj; + for (var index = 1; index < length; index++) { + var source = arguments[index], + keys = keysFunc(source), + l = keys.length; + for (var i = 0; i < l; i++) { + var key = keys[i]; + if (!undefinedOnly || obj[key] === void 0) obj[key] = source[key]; + } + } + return obj; + }; + }; + + // An internal function for creating a new object that inherits from another. + var baseCreate = function(prototype) { + if (!_.isObject(prototype)) return {}; + if (nativeCreate) return nativeCreate(prototype); + Ctor.prototype = prototype; + var result = new Ctor; + Ctor.prototype = null; + return result; + }; + + var property = function(key) { + return function(obj) { + return obj == null ? void 0 : obj[key]; + }; + }; + + // Helper for collection methods to determine whether a collection + // should be iterated as an array or as an object + // Related: http://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength + // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094 + var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1; + var getLength = property('length'); + var isArrayLike = function(collection) { + var length = getLength(collection); + return typeof length == 'number' && length >= 0 && length <= MAX_ARRAY_INDEX; + }; + + // Collection Functions + // -------------------- + + // The cornerstone, an `each` implementation, aka `forEach`. + // Handles raw objects in addition to array-likes. Treats all + // sparse array-likes as if they were dense. + _.each = _.forEach = function(obj, iteratee, context) { + iteratee = optimizeCb(iteratee, context); + var i, length; + if (isArrayLike(obj)) { + for (i = 0, length = obj.length; i < length; i++) { + iteratee(obj[i], i, obj); + } + } else { + var keys = _.keys(obj); + for (i = 0, length = keys.length; i < length; i++) { + iteratee(obj[keys[i]], keys[i], obj); + } + } + return obj; + }; + + // Return the results of applying the iteratee to each element. + _.map = _.collect = function(obj, iteratee, context) { + iteratee = cb(iteratee, context); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length, + results = Array(length); + for (var index = 0; index < length; index++) { + var currentKey = keys ? keys[index] : index; + results[index] = iteratee(obj[currentKey], currentKey, obj); + } + return results; + }; + + // Create a reducing function iterating left or right. + function createReduce(dir) { + // Optimized iterator function as using arguments.length + // in the main function will deoptimize the, see #1991. + function iterator(obj, iteratee, memo, keys, index, length) { + for (; index >= 0 && index < length; index += dir) { + var currentKey = keys ? keys[index] : index; + memo = iteratee(memo, obj[currentKey], currentKey, obj); + } + return memo; + } + + return function(obj, iteratee, memo, context) { + iteratee = optimizeCb(iteratee, context, 4); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length, + index = dir > 0 ? 0 : length - 1; + // Determine the initial value if none is provided. + if (arguments.length < 3) { + memo = obj[keys ? keys[index] : index]; + index += dir; + } + return iterator(obj, iteratee, memo, keys, index, length); + }; + } + + // **Reduce** builds up a single result from a list of values, aka `inject`, + // or `foldl`. + _.reduce = _.foldl = _.inject = createReduce(1); + + // The right-associative version of reduce, also known as `foldr`. + _.reduceRight = _.foldr = createReduce(-1); + + // Return the first value which passes a truth test. Aliased as `detect`. + _.find = _.detect = function(obj, predicate, context) { + var key; + if (isArrayLike(obj)) { + key = _.findIndex(obj, predicate, context); + } else { + key = _.findKey(obj, predicate, context); + } + if (key !== void 0 && key !== -1) return obj[key]; + }; + + // Return all the elements that pass a truth test. + // Aliased as `select`. + _.filter = _.select = function(obj, predicate, context) { + var results = []; + predicate = cb(predicate, context); + _.each(obj, function(value, index, list) { + if (predicate(value, index, list)) results.push(value); + }); + return results; + }; + + // Return all the elements for which a truth test fails. + _.reject = function(obj, predicate, context) { + return _.filter(obj, _.negate(cb(predicate)), context); + }; + + // Determine whether all of the elements match a truth test. + // Aliased as `all`. + _.every = _.all = function(obj, predicate, context) { + predicate = cb(predicate, context); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length; + for (var index = 0; index < length; index++) { + var currentKey = keys ? keys[index] : index; + if (!predicate(obj[currentKey], currentKey, obj)) return false; + } + return true; + }; + + // Determine if at least one element in the object matches a truth test. + // Aliased as `any`. + _.some = _.any = function(obj, predicate, context) { + predicate = cb(predicate, context); + var keys = !isArrayLike(obj) && _.keys(obj), + length = (keys || obj).length; + for (var index = 0; index < length; index++) { + var currentKey = keys ? keys[index] : index; + if (predicate(obj[currentKey], currentKey, obj)) return true; + } + return false; + }; + + // Determine if the array or object contains a given item (using `===`). + // Aliased as `includes` and `include`. + _.contains = _.includes = _.include = function(obj, item, fromIndex, guard) { + if (!isArrayLike(obj)) obj = _.values(obj); + if (typeof fromIndex != 'number' || guard) fromIndex = 0; + return _.indexOf(obj, item, fromIndex) >= 0; + }; + + // Invoke a method (with arguments) on every item in a collection. + _.invoke = function(obj, method) { + var args = slice.call(arguments, 2); + var isFunc = _.isFunction(method); + return _.map(obj, function(value) { + var func = isFunc ? method : value[method]; + return func == null ? func : func.apply(value, args); + }); + }; + + // Convenience version of a common use case of `map`: fetching a property. + _.pluck = function(obj, key) { + return _.map(obj, _.property(key)); + }; + + // Convenience version of a common use case of `filter`: selecting only objects + // containing specific `key:value` pairs. + _.where = function(obj, attrs) { + return _.filter(obj, _.matcher(attrs)); + }; + + // Convenience version of a common use case of `find`: getting the first object + // containing specific `key:value` pairs. + _.findWhere = function(obj, attrs) { + return _.find(obj, _.matcher(attrs)); + }; + + // Return the maximum element (or element-based computation). + _.max = function(obj, iteratee, context) { + var result = -Infinity, lastComputed = -Infinity, + value, computed; + if (iteratee == null && obj != null) { + obj = isArrayLike(obj) ? obj : _.values(obj); + for (var i = 0, length = obj.length; i < length; i++) { + value = obj[i]; + if (value > result) { + result = value; + } + } + } else { + iteratee = cb(iteratee, context); + _.each(obj, function(value, index, list) { + computed = iteratee(value, index, list); + if (computed > lastComputed || computed === -Infinity && result === -Infinity) { + result = value; + lastComputed = computed; + } + }); + } + return result; + }; + + // Return the minimum element (or element-based computation). + _.min = function(obj, iteratee, context) { + var result = Infinity, lastComputed = Infinity, + value, computed; + if (iteratee == null && obj != null) { + obj = isArrayLike(obj) ? obj : _.values(obj); + for (var i = 0, length = obj.length; i < length; i++) { + value = obj[i]; + if (value < result) { + result = value; + } + } + } else { + iteratee = cb(iteratee, context); + _.each(obj, function(value, index, list) { + computed = iteratee(value, index, list); + if (computed < lastComputed || computed === Infinity && result === Infinity) { + result = value; + lastComputed = computed; + } + }); + } + return result; + }; + + // Shuffle a collection, using the modern version of the + // [Fisher-Yates shuffle](http://en.wikipedia.org/wiki/Fisher–Yates_shuffle). + _.shuffle = function(obj) { + var set = isArrayLike(obj) ? obj : _.values(obj); + var length = set.length; + var shuffled = Array(length); + for (var index = 0, rand; index < length; index++) { + rand = _.random(0, index); + if (rand !== index) shuffled[index] = shuffled[rand]; + shuffled[rand] = set[index]; + } + return shuffled; + }; + + // Sample **n** random values from a collection. + // If **n** is not specified, returns a single random element. + // The internal `guard` argument allows it to work with `map`. + _.sample = function(obj, n, guard) { + if (n == null || guard) { + if (!isArrayLike(obj)) obj = _.values(obj); + return obj[_.random(obj.length - 1)]; + } + return _.shuffle(obj).slice(0, Math.max(0, n)); + }; + + // Sort the object's values by a criterion produced by an iteratee. + _.sortBy = function(obj, iteratee, context) { + iteratee = cb(iteratee, context); + return _.pluck(_.map(obj, function(value, index, list) { + return { + value: value, + index: index, + criteria: iteratee(value, index, list) + }; + }).sort(function(left, right) { + var a = left.criteria; + var b = right.criteria; + if (a !== b) { + if (a > b || a === void 0) return 1; + if (a < b || b === void 0) return -1; + } + return left.index - right.index; + }), 'value'); + }; + + // An internal function used for aggregate "group by" operations. + var group = function(behavior) { + return function(obj, iteratee, context) { + var result = {}; + iteratee = cb(iteratee, context); + _.each(obj, function(value, index) { + var key = iteratee(value, index, obj); + behavior(result, value, key); + }); + return result; + }; + }; + + // Groups the object's values by a criterion. Pass either a string attribute + // to group by, or a function that returns the criterion. + _.groupBy = group(function(result, value, key) { + if (_.has(result, key)) result[key].push(value); else result[key] = [value]; + }); + + // Indexes the object's values by a criterion, similar to `groupBy`, but for + // when you know that your index values will be unique. + _.indexBy = group(function(result, value, key) { + result[key] = value; + }); + + // Counts instances of an object that group by a certain criterion. Pass + // either a string attribute to count by, or a function that returns the + // criterion. + _.countBy = group(function(result, value, key) { + if (_.has(result, key)) result[key]++; else result[key] = 1; + }); + + // Safely create a real, live array from anything iterable. + _.toArray = function(obj) { + if (!obj) return []; + if (_.isArray(obj)) return slice.call(obj); + if (isArrayLike(obj)) return _.map(obj, _.identity); + return _.values(obj); + }; + + // Return the number of elements in an object. + _.size = function(obj) { + if (obj == null) return 0; + return isArrayLike(obj) ? obj.length : _.keys(obj).length; + }; + + // Split a collection into two arrays: one whose elements all satisfy the given + // predicate, and one whose elements all do not satisfy the predicate. + _.partition = function(obj, predicate, context) { + predicate = cb(predicate, context); + var pass = [], fail = []; + _.each(obj, function(value, key, obj) { + (predicate(value, key, obj) ? pass : fail).push(value); + }); + return [pass, fail]; + }; + + // Array Functions + // --------------- + + // Get the first element of an array. Passing **n** will return the first N + // values in the array. Aliased as `head` and `take`. The **guard** check + // allows it to work with `_.map`. + _.first = _.head = _.take = function(array, n, guard) { + if (array == null) return void 0; + if (n == null || guard) return array[0]; + return _.initial(array, array.length - n); + }; + + // Returns everything but the last entry of the array. Especially useful on + // the arguments object. Passing **n** will return all the values in + // the array, excluding the last N. + _.initial = function(array, n, guard) { + return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n))); + }; + + // Get the last element of an array. Passing **n** will return the last N + // values in the array. + _.last = function(array, n, guard) { + if (array == null) return void 0; + if (n == null || guard) return array[array.length - 1]; + return _.rest(array, Math.max(0, array.length - n)); + }; + + // Returns everything but the first entry of the array. Aliased as `tail` and `drop`. + // Especially useful on the arguments object. Passing an **n** will return + // the rest N values in the array. + _.rest = _.tail = _.drop = function(array, n, guard) { + return slice.call(array, n == null || guard ? 1 : n); + }; + + // Trim out all falsy values from an array. + _.compact = function(array) { + return _.filter(array, _.identity); + }; + + // Internal implementation of a recursive `flatten` function. + var flatten = function(input, shallow, strict, startIndex) { + var output = [], idx = 0; + for (var i = startIndex || 0, length = getLength(input); i < length; i++) { + var value = input[i]; + if (isArrayLike(value) && (_.isArray(value) || _.isArguments(value))) { + //flatten current level of array or arguments object + if (!shallow) value = flatten(value, shallow, strict); + var j = 0, len = value.length; + output.length += len; + while (j < len) { + output[idx++] = value[j++]; + } + } else if (!strict) { + output[idx++] = value; + } + } + return output; + }; + + // Flatten out an array, either recursively (by default), or just one level. + _.flatten = function(array, shallow) { + return flatten(array, shallow, false); + }; + + // Return a version of the array that does not contain the specified value(s). + _.without = function(array) { + return _.difference(array, slice.call(arguments, 1)); + }; + + // Produce a duplicate-free version of the array. If the array has already + // been sorted, you have the option of using a faster algorithm. + // Aliased as `unique`. + _.uniq = _.unique = function(array, isSorted, iteratee, context) { + if (!_.isBoolean(isSorted)) { + context = iteratee; + iteratee = isSorted; + isSorted = false; + } + if (iteratee != null) iteratee = cb(iteratee, context); + var result = []; + var seen = []; + for (var i = 0, length = getLength(array); i < length; i++) { + var value = array[i], + computed = iteratee ? iteratee(value, i, array) : value; + if (isSorted) { + if (!i || seen !== computed) result.push(value); + seen = computed; + } else if (iteratee) { + if (!_.contains(seen, computed)) { + seen.push(computed); + result.push(value); + } + } else if (!_.contains(result, value)) { + result.push(value); + } + } + return result; + }; + + // Produce an array that contains the union: each distinct element from all of + // the passed-in arrays. + _.union = function() { + return _.uniq(flatten(arguments, true, true)); + }; + + // Produce an array that contains every item shared between all the + // passed-in arrays. + _.intersection = function(array) { + var result = []; + var argsLength = arguments.length; + for (var i = 0, length = getLength(array); i < length; i++) { + var item = array[i]; + if (_.contains(result, item)) continue; + for (var j = 1; j < argsLength; j++) { + if (!_.contains(arguments[j], item)) break; + } + if (j === argsLength) result.push(item); + } + return result; + }; + + // Take the difference between one array and a number of other arrays. + // Only the elements present in just the first array will remain. + _.difference = function(array) { + var rest = flatten(arguments, true, true, 1); + return _.filter(array, function(value){ + return !_.contains(rest, value); + }); + }; + + // Zip together multiple lists into a single array -- elements that share + // an index go together. + _.zip = function() { + return _.unzip(arguments); + }; + + // Complement of _.zip. Unzip accepts an array of arrays and groups + // each array's elements on shared indices + _.unzip = function(array) { + var length = array && _.max(array, getLength).length || 0; + var result = Array(length); + + for (var index = 0; index < length; index++) { + result[index] = _.pluck(array, index); + } + return result; + }; + + // Converts lists into objects. Pass either a single array of `[key, value]` + // pairs, or two parallel arrays of the same length -- one of keys, and one of + // the corresponding values. + _.object = function(list, values) { + var result = {}; + for (var i = 0, length = getLength(list); i < length; i++) { + if (values) { + result[list[i]] = values[i]; + } else { + result[list[i][0]] = list[i][1]; + } + } + return result; + }; + + // Generator function to create the findIndex and findLastIndex functions + function createPredicateIndexFinder(dir) { + return function(array, predicate, context) { + predicate = cb(predicate, context); + var length = getLength(array); + var index = dir > 0 ? 0 : length - 1; + for (; index >= 0 && index < length; index += dir) { + if (predicate(array[index], index, array)) return index; + } + return -1; + }; + } + + // Returns the first index on an array-like that passes a predicate test + _.findIndex = createPredicateIndexFinder(1); + _.findLastIndex = createPredicateIndexFinder(-1); + + // Use a comparator function to figure out the smallest index at which + // an object should be inserted so as to maintain order. Uses binary search. + _.sortedIndex = function(array, obj, iteratee, context) { + iteratee = cb(iteratee, context, 1); + var value = iteratee(obj); + var low = 0, high = getLength(array); + while (low < high) { + var mid = Math.floor((low + high) / 2); + if (iteratee(array[mid]) < value) low = mid + 1; else high = mid; + } + return low; + }; + + // Generator function to create the indexOf and lastIndexOf functions + function createIndexFinder(dir, predicateFind, sortedIndex) { + return function(array, item, idx) { + var i = 0, length = getLength(array); + if (typeof idx == 'number') { + if (dir > 0) { + i = idx >= 0 ? idx : Math.max(idx + length, i); + } else { + length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1; + } + } else if (sortedIndex && idx && length) { + idx = sortedIndex(array, item); + return array[idx] === item ? idx : -1; + } + if (item !== item) { + idx = predicateFind(slice.call(array, i, length), _.isNaN); + return idx >= 0 ? idx + i : -1; + } + for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) { + if (array[idx] === item) return idx; + } + return -1; + }; + } + + // Return the position of the first occurrence of an item in an array, + // or -1 if the item is not included in the array. + // If the array is large and already in sort order, pass `true` + // for **isSorted** to use binary search. + _.indexOf = createIndexFinder(1, _.findIndex, _.sortedIndex); + _.lastIndexOf = createIndexFinder(-1, _.findLastIndex); + + // Generate an integer Array containing an arithmetic progression. A port of + // the native Python `range()` function. See + // [the Python documentation](http://docs.python.org/library/functions.html#range). + _.range = function(start, stop, step) { + if (stop == null) { + stop = start || 0; + start = 0; + } + step = step || 1; + + var length = Math.max(Math.ceil((stop - start) / step), 0); + var range = Array(length); + + for (var idx = 0; idx < length; idx++, start += step) { + range[idx] = start; + } + + return range; + }; + + // Function (ahem) Functions + // ------------------ + + // Determines whether to execute a function as a constructor + // or a normal function with the provided arguments + var executeBound = function(sourceFunc, boundFunc, context, callingContext, args) { + if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args); + var self = baseCreate(sourceFunc.prototype); + var result = sourceFunc.apply(self, args); + if (_.isObject(result)) return result; + return self; + }; + + // Create a function bound to a given object (assigning `this`, and arguments, + // optionally). Delegates to **ECMAScript 5**'s native `Function.bind` if + // available. + _.bind = function(func, context) { + if (nativeBind && func.bind === nativeBind) return nativeBind.apply(func, slice.call(arguments, 1)); + if (!_.isFunction(func)) throw new TypeError('Bind must be called on a function'); + var args = slice.call(arguments, 2); + var bound = function() { + return executeBound(func, bound, context, this, args.concat(slice.call(arguments))); + }; + return bound; + }; + + // Partially apply a function by creating a version that has had some of its + // arguments pre-filled, without changing its dynamic `this` context. _ acts + // as a placeholder, allowing any combination of arguments to be pre-filled. + _.partial = function(func) { + var boundArgs = slice.call(arguments, 1); + var bound = function() { + var position = 0, length = boundArgs.length; + var args = Array(length); + for (var i = 0; i < length; i++) { + args[i] = boundArgs[i] === _ ? arguments[position++] : boundArgs[i]; + } + while (position < arguments.length) args.push(arguments[position++]); + return executeBound(func, bound, this, this, args); + }; + return bound; + }; + + // Bind a number of an object's methods to that object. Remaining arguments + // are the method names to be bound. Useful for ensuring that all callbacks + // defined on an object belong to it. + _.bindAll = function(obj) { + var i, length = arguments.length, key; + if (length <= 1) throw new Error('bindAll must be passed function names'); + for (i = 1; i < length; i++) { + key = arguments[i]; + obj[key] = _.bind(obj[key], obj); + } + return obj; + }; + + // Memoize an expensive function by storing its results. + _.memoize = function(func, hasher) { + var memoize = function(key) { + var cache = memoize.cache; + var address = '' + (hasher ? hasher.apply(this, arguments) : key); + if (!_.has(cache, address)) cache[address] = func.apply(this, arguments); + return cache[address]; + }; + memoize.cache = {}; + return memoize; + }; + + // Delays a function for the given number of milliseconds, and then calls + // it with the arguments supplied. + _.delay = function(func, wait) { + var args = slice.call(arguments, 2); + return setTimeout(function(){ + return func.apply(null, args); + }, wait); + }; + + // Defers a function, scheduling it to run after the current call stack has + // cleared. + _.defer = _.partial(_.delay, _, 1); + + // Returns a function, that, when invoked, will only be triggered at most once + // during a given window of time. Normally, the throttled function will run + // as much as it can, without ever going more than once per `wait` duration; + // but if you'd like to disable the execution on the leading edge, pass + // `{leading: false}`. To disable execution on the trailing edge, ditto. + _.throttle = function(func, wait, options) { + var context, args, result; + var timeout = null; + var previous = 0; + if (!options) options = {}; + var later = function() { + previous = options.leading === false ? 0 : _.now(); + timeout = null; + result = func.apply(context, args); + if (!timeout) context = args = null; + }; + return function() { + var now = _.now(); + if (!previous && options.leading === false) previous = now; + var remaining = wait - (now - previous); + context = this; + args = arguments; + if (remaining <= 0 || remaining > wait) { + if (timeout) { + clearTimeout(timeout); + timeout = null; + } + previous = now; + result = func.apply(context, args); + if (!timeout) context = args = null; + } else if (!timeout && options.trailing !== false) { + timeout = setTimeout(later, remaining); + } + return result; + }; + }; + + // Returns a function, that, as long as it continues to be invoked, will not + // be triggered. The function will be called after it stops being called for + // N milliseconds. If `immediate` is passed, trigger the function on the + // leading edge, instead of the trailing. + _.debounce = function(func, wait, immediate) { + var timeout, args, context, timestamp, result; + + var later = function() { + var last = _.now() - timestamp; + + if (last < wait && last >= 0) { + timeout = setTimeout(later, wait - last); + } else { + timeout = null; + if (!immediate) { + result = func.apply(context, args); + if (!timeout) context = args = null; + } + } + }; + + return function() { + context = this; + args = arguments; + timestamp = _.now(); + var callNow = immediate && !timeout; + if (!timeout) timeout = setTimeout(later, wait); + if (callNow) { + result = func.apply(context, args); + context = args = null; + } + + return result; + }; + }; + + // Returns the first function passed as an argument to the second, + // allowing you to adjust arguments, run code before and after, and + // conditionally execute the original function. + _.wrap = function(func, wrapper) { + return _.partial(wrapper, func); + }; + + // Returns a negated version of the passed-in predicate. + _.negate = function(predicate) { + return function() { + return !predicate.apply(this, arguments); + }; + }; + + // Returns a function that is the composition of a list of functions, each + // consuming the return value of the function that follows. + _.compose = function() { + var args = arguments; + var start = args.length - 1; + return function() { + var i = start; + var result = args[start].apply(this, arguments); + while (i--) result = args[i].call(this, result); + return result; + }; + }; + + // Returns a function that will only be executed on and after the Nth call. + _.after = function(times, func) { + return function() { + if (--times < 1) { + return func.apply(this, arguments); + } + }; + }; + + // Returns a function that will only be executed up to (but not including) the Nth call. + _.before = function(times, func) { + var memo; + return function() { + if (--times > 0) { + memo = func.apply(this, arguments); + } + if (times <= 1) func = null; + return memo; + }; + }; + + // Returns a function that will be executed at most one time, no matter how + // often you call it. Useful for lazy initialization. + _.once = _.partial(_.before, 2); + + // Object Functions + // ---------------- + + // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed. + var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString'); + var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString', + 'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString']; + + function collectNonEnumProps(obj, keys) { + var nonEnumIdx = nonEnumerableProps.length; + var constructor = obj.constructor; + var proto = (_.isFunction(constructor) && constructor.prototype) || ObjProto; + + // Constructor is a special case. + var prop = 'constructor'; + if (_.has(obj, prop) && !_.contains(keys, prop)) keys.push(prop); + + while (nonEnumIdx--) { + prop = nonEnumerableProps[nonEnumIdx]; + if (prop in obj && obj[prop] !== proto[prop] && !_.contains(keys, prop)) { + keys.push(prop); + } + } + } + + // Retrieve the names of an object's own properties. + // Delegates to **ECMAScript 5**'s native `Object.keys` + _.keys = function(obj) { + if (!_.isObject(obj)) return []; + if (nativeKeys) return nativeKeys(obj); + var keys = []; + for (var key in obj) if (_.has(obj, key)) keys.push(key); + // Ahem, IE < 9. + if (hasEnumBug) collectNonEnumProps(obj, keys); + return keys; + }; + + // Retrieve all the property names of an object. + _.allKeys = function(obj) { + if (!_.isObject(obj)) return []; + var keys = []; + for (var key in obj) keys.push(key); + // Ahem, IE < 9. + if (hasEnumBug) collectNonEnumProps(obj, keys); + return keys; + }; + + // Retrieve the values of an object's properties. + _.values = function(obj) { + var keys = _.keys(obj); + var length = keys.length; + var values = Array(length); + for (var i = 0; i < length; i++) { + values[i] = obj[keys[i]]; + } + return values; + }; + + // Returns the results of applying the iteratee to each element of the object + // In contrast to _.map it returns an object + _.mapObject = function(obj, iteratee, context) { + iteratee = cb(iteratee, context); + var keys = _.keys(obj), + length = keys.length, + results = {}, + currentKey; + for (var index = 0; index < length; index++) { + currentKey = keys[index]; + results[currentKey] = iteratee(obj[currentKey], currentKey, obj); + } + return results; + }; + + // Convert an object into a list of `[key, value]` pairs. + _.pairs = function(obj) { + var keys = _.keys(obj); + var length = keys.length; + var pairs = Array(length); + for (var i = 0; i < length; i++) { + pairs[i] = [keys[i], obj[keys[i]]]; + } + return pairs; + }; + + // Invert the keys and values of an object. The values must be serializable. + _.invert = function(obj) { + var result = {}; + var keys = _.keys(obj); + for (var i = 0, length = keys.length; i < length; i++) { + result[obj[keys[i]]] = keys[i]; + } + return result; + }; + + // Return a sorted list of the function names available on the object. + // Aliased as `methods` + _.functions = _.methods = function(obj) { + var names = []; + for (var key in obj) { + if (_.isFunction(obj[key])) names.push(key); + } + return names.sort(); + }; + + // Extend a given object with all the properties in passed-in object(s). + _.extend = createAssigner(_.allKeys); + + // Assigns a given object with all the own properties in the passed-in object(s) + // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign) + _.extendOwn = _.assign = createAssigner(_.keys); + + // Returns the first key on an object that passes a predicate test + _.findKey = function(obj, predicate, context) { + predicate = cb(predicate, context); + var keys = _.keys(obj), key; + for (var i = 0, length = keys.length; i < length; i++) { + key = keys[i]; + if (predicate(obj[key], key, obj)) return key; + } + }; + + // Return a copy of the object only containing the whitelisted properties. + _.pick = function(object, oiteratee, context) { + var result = {}, obj = object, iteratee, keys; + if (obj == null) return result; + if (_.isFunction(oiteratee)) { + keys = _.allKeys(obj); + iteratee = optimizeCb(oiteratee, context); + } else { + keys = flatten(arguments, false, false, 1); + iteratee = function(value, key, obj) { return key in obj; }; + obj = Object(obj); + } + for (var i = 0, length = keys.length; i < length; i++) { + var key = keys[i]; + var value = obj[key]; + if (iteratee(value, key, obj)) result[key] = value; + } + return result; + }; + + // Return a copy of the object without the blacklisted properties. + _.omit = function(obj, iteratee, context) { + if (_.isFunction(iteratee)) { + iteratee = _.negate(iteratee); + } else { + var keys = _.map(flatten(arguments, false, false, 1), String); + iteratee = function(value, key) { + return !_.contains(keys, key); + }; + } + return _.pick(obj, iteratee, context); + }; + + // Fill in a given object with default properties. + _.defaults = createAssigner(_.allKeys, true); + + // Creates an object that inherits from the given prototype object. + // If additional properties are provided then they will be added to the + // created object. + _.create = function(prototype, props) { + var result = baseCreate(prototype); + if (props) _.extendOwn(result, props); + return result; + }; + + // Create a (shallow-cloned) duplicate of an object. + _.clone = function(obj) { + if (!_.isObject(obj)) return obj; + return _.isArray(obj) ? obj.slice() : _.extend({}, obj); + }; + + // Invokes interceptor with the obj, and then returns obj. + // The primary purpose of this method is to "tap into" a method chain, in + // order to perform operations on intermediate results within the chain. + _.tap = function(obj, interceptor) { + interceptor(obj); + return obj; + }; + + // Returns whether an object has a given set of `key:value` pairs. + _.isMatch = function(object, attrs) { + var keys = _.keys(attrs), length = keys.length; + if (object == null) return !length; + var obj = Object(object); + for (var i = 0; i < length; i++) { + var key = keys[i]; + if (attrs[key] !== obj[key] || !(key in obj)) return false; + } + return true; + }; + + + // Internal recursive comparison function for `isEqual`. + var eq = function(a, b, aStack, bStack) { + // Identical objects are equal. `0 === -0`, but they aren't identical. + // See the [Harmony `egal` proposal](http://wiki.ecmascript.org/doku.php?id=harmony:egal). + if (a === b) return a !== 0 || 1 / a === 1 / b; + // A strict comparison is necessary because `null == undefined`. + if (a == null || b == null) return a === b; + // Unwrap any wrapped objects. + if (a instanceof _) a = a._wrapped; + if (b instanceof _) b = b._wrapped; + // Compare `[[Class]]` names. + var className = toString.call(a); + if (className !== toString.call(b)) return false; + switch (className) { + // Strings, numbers, regular expressions, dates, and booleans are compared by value. + case '[object RegExp]': + // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i') + case '[object String]': + // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is + // equivalent to `new String("5")`. + return '' + a === '' + b; + case '[object Number]': + // `NaN`s are equivalent, but non-reflexive. + // Object(NaN) is equivalent to NaN + if (+a !== +a) return +b !== +b; + // An `egal` comparison is performed for other numeric values. + return +a === 0 ? 1 / +a === 1 / b : +a === +b; + case '[object Date]': + case '[object Boolean]': + // Coerce dates and booleans to numeric primitive values. Dates are compared by their + // millisecond representations. Note that invalid dates with millisecond representations + // of `NaN` are not equivalent. + return +a === +b; + } + + var areArrays = className === '[object Array]'; + if (!areArrays) { + if (typeof a != 'object' || typeof b != 'object') return false; + + // Objects with different constructors are not equivalent, but `Object`s or `Array`s + // from different frames are. + var aCtor = a.constructor, bCtor = b.constructor; + if (aCtor !== bCtor && !(_.isFunction(aCtor) && aCtor instanceof aCtor && + _.isFunction(bCtor) && bCtor instanceof bCtor) + && ('constructor' in a && 'constructor' in b)) { + return false; + } + } + // Assume equality for cyclic structures. The algorithm for detecting cyclic + // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`. + + // Initializing stack of traversed objects. + // It's done here since we only need them for objects and arrays comparison. + aStack = aStack || []; + bStack = bStack || []; + var length = aStack.length; + while (length--) { + // Linear search. Performance is inversely proportional to the number of + // unique nested structures. + if (aStack[length] === a) return bStack[length] === b; + } + + // Add the first object to the stack of traversed objects. + aStack.push(a); + bStack.push(b); + + // Recursively compare objects and arrays. + if (areArrays) { + // Compare array lengths to determine if a deep comparison is necessary. + length = a.length; + if (length !== b.length) return false; + // Deep compare the contents, ignoring non-numeric properties. + while (length--) { + if (!eq(a[length], b[length], aStack, bStack)) return false; + } + } else { + // Deep compare objects. + var keys = _.keys(a), key; + length = keys.length; + // Ensure that both objects contain the same number of properties before comparing deep equality. + if (_.keys(b).length !== length) return false; + while (length--) { + // Deep compare each member + key = keys[length]; + if (!(_.has(b, key) && eq(a[key], b[key], aStack, bStack))) return false; + } + } + // Remove the first object from the stack of traversed objects. + aStack.pop(); + bStack.pop(); + return true; + }; + + // Perform a deep comparison to check if two objects are equal. + _.isEqual = function(a, b) { + return eq(a, b); + }; + + // Is a given array, string, or object empty? + // An "empty" object has no enumerable own-properties. + _.isEmpty = function(obj) { + if (obj == null) return true; + if (isArrayLike(obj) && (_.isArray(obj) || _.isString(obj) || _.isArguments(obj))) return obj.length === 0; + return _.keys(obj).length === 0; + }; + + // Is a given value a DOM element? + _.isElement = function(obj) { + return !!(obj && obj.nodeType === 1); + }; + + // Is a given value an array? + // Delegates to ECMA5's native Array.isArray + _.isArray = nativeIsArray || function(obj) { + return toString.call(obj) === '[object Array]'; + }; + + // Is a given variable an object? + _.isObject = function(obj) { + var type = typeof obj; + return type === 'function' || type === 'object' && !!obj; + }; + + // Add some isType methods: isArguments, isFunction, isString, isNumber, isDate, isRegExp, isError. + _.each(['Arguments', 'Function', 'String', 'Number', 'Date', 'RegExp', 'Error'], function(name) { + _['is' + name] = function(obj) { + return toString.call(obj) === '[object ' + name + ']'; + }; + }); + + // Define a fallback version of the method in browsers (ahem, IE < 9), where + // there isn't any inspectable "Arguments" type. + if (!_.isArguments(arguments)) { + _.isArguments = function(obj) { + return _.has(obj, 'callee'); + }; + } + + // Optimize `isFunction` if appropriate. Work around some typeof bugs in old v8, + // IE 11 (#1621), and in Safari 8 (#1929). + if (typeof /./ != 'function' && typeof Int8Array != 'object') { + _.isFunction = function(obj) { + return typeof obj == 'function' || false; + }; + } + + // Is a given object a finite number? + _.isFinite = function(obj) { + return isFinite(obj) && !isNaN(parseFloat(obj)); + }; + + // Is the given value `NaN`? (NaN is the only number which does not equal itself). + _.isNaN = function(obj) { + return _.isNumber(obj) && obj !== +obj; + }; + + // Is a given value a boolean? + _.isBoolean = function(obj) { + return obj === true || obj === false || toString.call(obj) === '[object Boolean]'; + }; + + // Is a given value equal to null? + _.isNull = function(obj) { + return obj === null; + }; + + // Is a given variable undefined? + _.isUndefined = function(obj) { + return obj === void 0; + }; + + // Shortcut function for checking if an object has a given property directly + // on itself (in other words, not on a prototype). + _.has = function(obj, key) { + return obj != null && hasOwnProperty.call(obj, key); + }; + + // Utility Functions + // ----------------- + + // Run Underscore.js in *noConflict* mode, returning the `_` variable to its + // previous owner. Returns a reference to the Underscore object. + _.noConflict = function() { + root._ = previousUnderscore; + return this; + }; + + // Keep the identity function around for default iteratees. + _.identity = function(value) { + return value; + }; + + // Predicate-generating functions. Often useful outside of Underscore. + _.constant = function(value) { + return function() { + return value; + }; + }; + + _.noop = function(){}; + + _.property = property; + + // Generates a function for a given object that returns a given property. + _.propertyOf = function(obj) { + return obj == null ? function(){} : function(key) { + return obj[key]; + }; + }; + + // Returns a predicate for checking whether an object has a given set of + // `key:value` pairs. + _.matcher = _.matches = function(attrs) { + attrs = _.extendOwn({}, attrs); + return function(obj) { + return _.isMatch(obj, attrs); + }; + }; + + // Run a function **n** times. + _.times = function(n, iteratee, context) { + var accum = Array(Math.max(0, n)); + iteratee = optimizeCb(iteratee, context, 1); + for (var i = 0; i < n; i++) accum[i] = iteratee(i); + return accum; + }; + + // Return a random integer between min and max (inclusive). + _.random = function(min, max) { + if (max == null) { + max = min; + min = 0; + } + return min + Math.floor(Math.random() * (max - min + 1)); + }; + + // A (possibly faster) way to get the current timestamp as an integer. + _.now = Date.now || function() { + return new Date().getTime(); + }; + + // List of HTML entities for escaping. + var escapeMap = { + '&': '&', + '<': '<', + '>': '>', + '"': '"', + "'": ''', + '`': '`' + }; + var unescapeMap = _.invert(escapeMap); + + // Functions for escaping and unescaping strings to/from HTML interpolation. + var createEscaper = function(map) { + var escaper = function(match) { + return map[match]; + }; + // Regexes for identifying a key that needs to be escaped + var source = '(?:' + _.keys(map).join('|') + ')'; + var testRegexp = RegExp(source); + var replaceRegexp = RegExp(source, 'g'); + return function(string) { + string = string == null ? '' : '' + string; + return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string; + }; + }; + _.escape = createEscaper(escapeMap); + _.unescape = createEscaper(unescapeMap); + + // If the value of the named `property` is a function then invoke it with the + // `object` as context; otherwise, return it. + _.result = function(object, property, fallback) { + var value = object == null ? void 0 : object[property]; + if (value === void 0) { + value = fallback; + } + return _.isFunction(value) ? value.call(object) : value; + }; + + // Generate a unique integer id (unique within the entire client session). + // Useful for temporary DOM ids. + var idCounter = 0; + _.uniqueId = function(prefix) { + var id = ++idCounter + ''; + return prefix ? prefix + id : id; + }; + + // By default, Underscore uses ERB-style template delimiters, change the + // following template settings to use alternative delimiters. + _.templateSettings = { + evaluate : /<%([\s\S]+?)%>/g, + interpolate : /<%=([\s\S]+?)%>/g, + escape : /<%-([\s\S]+?)%>/g + }; + + // When customizing `templateSettings`, if you don't want to define an + // interpolation, evaluation or escaping regex, we need one that is + // guaranteed not to match. + var noMatch = /(.)^/; + + // Certain characters need to be escaped so that they can be put into a + // string literal. + var escapes = { + "'": "'", + '\\': '\\', + '\r': 'r', + '\n': 'n', + '\u2028': 'u2028', + '\u2029': 'u2029' + }; + + var escaper = /\\|'|\r|\n|\u2028|\u2029/g; + + var escapeChar = function(match) { + return '\\' + escapes[match]; + }; + + // JavaScript micro-templating, similar to John Resig's implementation. + // Underscore templating handles arbitrary delimiters, preserves whitespace, + // and correctly escapes quotes within interpolated code. + // NB: `oldSettings` only exists for backwards compatibility. + _.template = function(text, settings, oldSettings) { + if (!settings && oldSettings) settings = oldSettings; + settings = _.defaults({}, settings, _.templateSettings); + + // Combine delimiters into one regular expression via alternation. + var matcher = RegExp([ + (settings.escape || noMatch).source, + (settings.interpolate || noMatch).source, + (settings.evaluate || noMatch).source + ].join('|') + '|$', 'g'); + + // Compile the template source, escaping string literals appropriately. + var index = 0; + var source = "__p+='"; + text.replace(matcher, function(match, escape, interpolate, evaluate, offset) { + source += text.slice(index, offset).replace(escaper, escapeChar); + index = offset + match.length; + + if (escape) { + source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'"; + } else if (interpolate) { + source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'"; + } else if (evaluate) { + source += "';\n" + evaluate + "\n__p+='"; + } + + // Adobe VMs need the match returned to produce the correct offest. + return match; + }); + source += "';\n"; + + // If a variable is not specified, place data values in local scope. + if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n'; + + source = "var __t,__p='',__j=Array.prototype.join," + + "print=function(){__p+=__j.call(arguments,'');};\n" + + source + 'return __p;\n'; + + try { + var render = new Function(settings.variable || 'obj', '_', source); + } catch (e) { + e.source = source; + throw e; + } + + var template = function(data) { + return render.call(this, data, _); + }; + + // Provide the compiled source as a convenience for precompilation. + var argument = settings.variable || 'obj'; + template.source = 'function(' + argument + '){\n' + source + '}'; + + return template; + }; + + // Add a "chain" function. Start chaining a wrapped Underscore object. + _.chain = function(obj) { + var instance = _(obj); + instance._chain = true; + return instance; + }; + + // OOP + // --------------- + // If Underscore is called as a function, it returns a wrapped object that + // can be used OO-style. This wrapper holds altered versions of all the + // underscore functions. Wrapped objects may be chained. + + // Helper function to continue chaining intermediate results. + var result = function(instance, obj) { + return instance._chain ? _(obj).chain() : obj; + }; + + // Add your own custom functions to the Underscore object. + _.mixin = function(obj) { + _.each(_.functions(obj), function(name) { + var func = _[name] = obj[name]; + _.prototype[name] = function() { + var args = [this._wrapped]; + push.apply(args, arguments); + return result(this, func.apply(_, args)); + }; + }); + }; + + // Add all of the Underscore functions to the wrapper object. + _.mixin(_); + + // Add all mutator Array functions to the wrapper. + _.each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) { + var method = ArrayProto[name]; + _.prototype[name] = function() { + var obj = this._wrapped; + method.apply(obj, arguments); + if ((name === 'shift' || name === 'splice') && obj.length === 0) delete obj[0]; + return result(this, obj); + }; + }); + + // Add all accessor Array functions to the wrapper. + _.each(['concat', 'join', 'slice'], function(name) { + var method = ArrayProto[name]; + _.prototype[name] = function() { + return result(this, method.apply(this._wrapped, arguments)); + }; + }); + + // Extracts the result from a wrapped and chained object. + _.prototype.value = function() { + return this._wrapped; + }; + + // Provide unwrapping proxy for some methods used in engine operations + // such as arithmetic and JSON stringification. + _.prototype.valueOf = _.prototype.toJSON = _.prototype.value; + + _.prototype.toString = function() { + return '' + this._wrapped; + }; + + // AMD registration happens at the end for compatibility with AMD loaders + // that may not enforce next-turn semantics on modules. Even though general + // practice for AMD registration is to be anonymous, underscore registers + // as a named module because, like jQuery, it is a base library that is + // popular enough to be bundled in a third party lib, but not be part of + // an AMD load request. Those cases could generate an error when an + // anonymous define() is called outside of a loader request. + if (typeof define === 'function' && define.amd) { + define('underscore', [], function() { + return _; + }); + } +}.call(this)); + +},{}],26:[function(require,module,exports){ +arguments[4][19][0].apply(exports,arguments) +},{"dup":19}],27:[function(require,module,exports){ +module.exports = function isBuffer(arg) { + return arg && typeof arg === 'object' + && typeof arg.copy === 'function' + && typeof arg.fill === 'function' + && typeof arg.readUInt8 === 'function'; +} +},{}],28:[function(require,module,exports){ +(function (process,global){ +// Copyright Joyent, Inc. and other Node contributors. +// +// Permission is hereby granted, free of charge, to any person obtaining a +// copy of this software and associated documentation files (the +// "Software"), to deal in the Software without restriction, including +// without limitation the rights to use, copy, modify, merge, publish, +// distribute, sublicense, and/or sell copies of the Software, and to permit +// persons to whom the Software is furnished to do so, subject to the +// following conditions: +// +// The above copyright notice and this permission notice shall be included +// in all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN +// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, +// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR +// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE +// USE OR OTHER DEALINGS IN THE SOFTWARE. + +var formatRegExp = /%[sdj%]/g; +exports.format = function(f) { + if (!isString(f)) { + var objects = []; + for (var i = 0; i < arguments.length; i++) { + objects.push(inspect(arguments[i])); + } + return objects.join(' '); + } + + var i = 1; + var args = arguments; + var len = args.length; + var str = String(f).replace(formatRegExp, function(x) { + if (x === '%%') return '%'; + if (i >= len) return x; + switch (x) { + case '%s': return String(args[i++]); + case '%d': return Number(args[i++]); + case '%j': + try { + return JSON.stringify(args[i++]); + } catch (_) { + return '[Circular]'; + } + default: + return x; + } + }); + for (var x = args[i]; i < len; x = args[++i]) { + if (isNull(x) || !isObject(x)) { + str += ' ' + x; + } else { + str += ' ' + inspect(x); + } + } + return str; +}; + + +// Mark that a method should not be used. +// Returns a modified function which warns once by default. +// If --no-deprecation is set, then it is a no-op. +exports.deprecate = function(fn, msg) { + // Allow for deprecating things in the process of starting up. + if (isUndefined(global.process)) { + return function() { + return exports.deprecate(fn, msg).apply(this, arguments); + }; + } + + if (process.noDeprecation === true) { + return fn; + } + + var warned = false; + function deprecated() { + if (!warned) { + if (process.throwDeprecation) { + throw new Error(msg); + } else if (process.traceDeprecation) { + console.trace(msg); + } else { + console.error(msg); + } + warned = true; + } + return fn.apply(this, arguments); + } + + return deprecated; +}; + + +var debugs = {}; +var debugEnviron; +exports.debuglog = function(set) { + if (isUndefined(debugEnviron)) + debugEnviron = process.env.NODE_DEBUG || ''; + set = set.toUpperCase(); + if (!debugs[set]) { + if (new RegExp('\\b' + set + '\\b', 'i').test(debugEnviron)) { + var pid = process.pid; + debugs[set] = function() { + var msg = exports.format.apply(exports, arguments); + console.error('%s %d: %s', set, pid, msg); + }; + } else { + debugs[set] = function() {}; + } + } + return debugs[set]; +}; + + +/** + * Echos the value of a value. Trys to print the value out + * in the best way possible given the different types. + * + * @param {Object} obj The object to print out. + * @param {Object} opts Optional options object that alters the output. + */ +/* legacy: obj, showHidden, depth, colors*/ +function inspect(obj, opts) { + // default options + var ctx = { + seen: [], + stylize: stylizeNoColor + }; + // legacy... + if (arguments.length >= 3) ctx.depth = arguments[2]; + if (arguments.length >= 4) ctx.colors = arguments[3]; + if (isBoolean(opts)) { + // legacy... + ctx.showHidden = opts; + } else if (opts) { + // got an "options" object + exports._extend(ctx, opts); + } + // set default options + if (isUndefined(ctx.showHidden)) ctx.showHidden = false; + if (isUndefined(ctx.depth)) ctx.depth = 2; + if (isUndefined(ctx.colors)) ctx.colors = false; + if (isUndefined(ctx.customInspect)) ctx.customInspect = true; + if (ctx.colors) ctx.stylize = stylizeWithColor; + return formatValue(ctx, obj, ctx.depth); +} +exports.inspect = inspect; + + +// http://en.wikipedia.org/wiki/ANSI_escape_code#graphics +inspect.colors = { + 'bold' : [1, 22], + 'italic' : [3, 23], + 'underline' : [4, 24], + 'inverse' : [7, 27], + 'white' : [37, 39], + 'grey' : [90, 39], + 'black' : [30, 39], + 'blue' : [34, 39], + 'cyan' : [36, 39], + 'green' : [32, 39], + 'magenta' : [35, 39], + 'red' : [31, 39], + 'yellow' : [33, 39] +}; + +// Don't use 'blue' not visible on cmd.exe +inspect.styles = { + 'special': 'cyan', + 'number': 'yellow', + 'boolean': 'yellow', + 'undefined': 'grey', + 'null': 'bold', + 'string': 'green', + 'date': 'magenta', + // "name": intentionally not styling + 'regexp': 'red' +}; + + +function stylizeWithColor(str, styleType) { + var style = inspect.styles[styleType]; + + if (style) { + return '\u001b[' + inspect.colors[style][0] + 'm' + str + + '\u001b[' + inspect.colors[style][1] + 'm'; + } else { + return str; + } +} + + +function stylizeNoColor(str, styleType) { + return str; +} + + +function arrayToHash(array) { + var hash = {}; + + array.forEach(function(val, idx) { + hash[val] = true; + }); + + return hash; +} + + +function formatValue(ctx, value, recurseTimes) { + // Provide a hook for user-specified inspect functions. + // Check that value is an object with an inspect function on it + if (ctx.customInspect && + value && + isFunction(value.inspect) && + // Filter out the util module, it's inspect function is special + value.inspect !== exports.inspect && + // Also filter out any prototype objects using the circular check. + !(value.constructor && value.constructor.prototype === value)) { + var ret = value.inspect(recurseTimes, ctx); + if (!isString(ret)) { + ret = formatValue(ctx, ret, recurseTimes); + } + return ret; + } + + // Primitive types cannot have properties + var primitive = formatPrimitive(ctx, value); + if (primitive) { + return primitive; + } + + // Look up the keys of the object. + var keys = Object.keys(value); + var visibleKeys = arrayToHash(keys); + + if (ctx.showHidden) { + keys = Object.getOwnPropertyNames(value); + } + + // IE doesn't make error fields non-enumerable + // http://msdn.microsoft.com/en-us/library/ie/dww52sbt(v=vs.94).aspx + if (isError(value) + && (keys.indexOf('message') >= 0 || keys.indexOf('description') >= 0)) { + return formatError(value); + } + + // Some type of object without properties can be shortcutted. + if (keys.length === 0) { + if (isFunction(value)) { + var name = value.name ? ': ' + value.name : ''; + return ctx.stylize('[Function' + name + ']', 'special'); + } + if (isRegExp(value)) { + return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp'); + } + if (isDate(value)) { + return ctx.stylize(Date.prototype.toString.call(value), 'date'); + } + if (isError(value)) { + return formatError(value); + } + } + + var base = '', array = false, braces = ['{', '}']; + + // Make Array say that they are Array + if (isArray(value)) { + array = true; + braces = ['[', ']']; + } + + // Make functions say that they are functions + if (isFunction(value)) { + var n = value.name ? ': ' + value.name : ''; + base = ' [Function' + n + ']'; + } + + // Make RegExps say that they are RegExps + if (isRegExp(value)) { + base = ' ' + RegExp.prototype.toString.call(value); + } + + // Make dates with properties first say the date + if (isDate(value)) { + base = ' ' + Date.prototype.toUTCString.call(value); + } + + // Make error with message first say the error + if (isError(value)) { + base = ' ' + formatError(value); + } + + if (keys.length === 0 && (!array || value.length == 0)) { + return braces[0] + base + braces[1]; + } + + if (recurseTimes < 0) { + if (isRegExp(value)) { + return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp'); + } else { + return ctx.stylize('[Object]', 'special'); + } + } + + ctx.seen.push(value); + + var output; + if (array) { + output = formatArray(ctx, value, recurseTimes, visibleKeys, keys); + } else { + output = keys.map(function(key) { + return formatProperty(ctx, value, recurseTimes, visibleKeys, key, array); + }); + } + + ctx.seen.pop(); + + return reduceToSingleString(output, base, braces); +} + + +function formatPrimitive(ctx, value) { + if (isUndefined(value)) + return ctx.stylize('undefined', 'undefined'); + if (isString(value)) { + var simple = '\'' + JSON.stringify(value).replace(/^"|"$/g, '') + .replace(/'/g, "\\'") + .replace(/\\"/g, '"') + '\''; + return ctx.stylize(simple, 'string'); + } + if (isNumber(value)) + return ctx.stylize('' + value, 'number'); + if (isBoolean(value)) + return ctx.stylize('' + value, 'boolean'); + // For some reason typeof null is "object", so special case here. + if (isNull(value)) + return ctx.stylize('null', 'null'); +} + + +function formatError(value) { + return '[' + Error.prototype.toString.call(value) + ']'; +} + + +function formatArray(ctx, value, recurseTimes, visibleKeys, keys) { + var output = []; + for (var i = 0, l = value.length; i < l; ++i) { + if (hasOwnProperty(value, String(i))) { + output.push(formatProperty(ctx, value, recurseTimes, visibleKeys, + String(i), true)); + } else { + output.push(''); + } + } + keys.forEach(function(key) { + if (!key.match(/^\d+$/)) { + output.push(formatProperty(ctx, value, recurseTimes, visibleKeys, + key, true)); + } + }); + return output; +} + + +function formatProperty(ctx, value, recurseTimes, visibleKeys, key, array) { + var name, str, desc; + desc = Object.getOwnPropertyDescriptor(value, key) || { value: value[key] }; + if (desc.get) { + if (desc.set) { + str = ctx.stylize('[Getter/Setter]', 'special'); + } else { + str = ctx.stylize('[Getter]', 'special'); + } + } else { + if (desc.set) { + str = ctx.stylize('[Setter]', 'special'); + } + } + if (!hasOwnProperty(visibleKeys, key)) { + name = '[' + key + ']'; + } + if (!str) { + if (ctx.seen.indexOf(desc.value) < 0) { + if (isNull(recurseTimes)) { + str = formatValue(ctx, desc.value, null); + } else { + str = formatValue(ctx, desc.value, recurseTimes - 1); + } + if (str.indexOf('\n') > -1) { + if (array) { + str = str.split('\n').map(function(line) { + return ' ' + line; + }).join('\n').substr(2); + } else { + str = '\n' + str.split('\n').map(function(line) { + return ' ' + line; + }).join('\n'); + } + } + } else { + str = ctx.stylize('[Circular]', 'special'); + } + } + if (isUndefined(name)) { + if (array && key.match(/^\d+$/)) { + return str; + } + name = JSON.stringify('' + key); + if (name.match(/^"([a-zA-Z_][a-zA-Z_0-9]*)"$/)) { + name = name.substr(1, name.length - 2); + name = ctx.stylize(name, 'name'); + } else { + name = name.replace(/'/g, "\\'") + .replace(/\\"/g, '"') + .replace(/(^"|"$)/g, "'"); + name = ctx.stylize(name, 'string'); + } + } + + return name + ': ' + str; +} + + +function reduceToSingleString(output, base, braces) { + var numLinesEst = 0; + var length = output.reduce(function(prev, cur) { + numLinesEst++; + if (cur.indexOf('\n') >= 0) numLinesEst++; + return prev + cur.replace(/\u001b\[\d\d?m/g, '').length + 1; + }, 0); + + if (length > 60) { + return braces[0] + + (base === '' ? '' : base + '\n ') + + ' ' + + output.join(',\n ') + + ' ' + + braces[1]; + } + + return braces[0] + base + ' ' + output.join(', ') + ' ' + braces[1]; +} + + +// NOTE: These type checking functions intentionally don't use `instanceof` +// because it is fragile and can be easily faked with `Object.create()`. +function isArray(ar) { + return Array.isArray(ar); +} +exports.isArray = isArray; + +function isBoolean(arg) { + return typeof arg === 'boolean'; +} +exports.isBoolean = isBoolean; + +function isNull(arg) { + return arg === null; +} +exports.isNull = isNull; + +function isNullOrUndefined(arg) { + return arg == null; +} +exports.isNullOrUndefined = isNullOrUndefined; + +function isNumber(arg) { + return typeof arg === 'number'; +} +exports.isNumber = isNumber; + +function isString(arg) { + return typeof arg === 'string'; +} +exports.isString = isString; + +function isSymbol(arg) { + return typeof arg === 'symbol'; +} +exports.isSymbol = isSymbol; + +function isUndefined(arg) { + return arg === void 0; +} +exports.isUndefined = isUndefined; + +function isRegExp(re) { + return isObject(re) && objectToString(re) === '[object RegExp]'; +} +exports.isRegExp = isRegExp; + +function isObject(arg) { + return typeof arg === 'object' && arg !== null; +} +exports.isObject = isObject; + +function isDate(d) { + return isObject(d) && objectToString(d) === '[object Date]'; +} +exports.isDate = isDate; + +function isError(e) { + return isObject(e) && + (objectToString(e) === '[object Error]' || e instanceof Error); +} +exports.isError = isError; + +function isFunction(arg) { + return typeof arg === 'function'; +} +exports.isFunction = isFunction; + +function isPrimitive(arg) { + return arg === null || + typeof arg === 'boolean' || + typeof arg === 'number' || + typeof arg === 'string' || + typeof arg === 'symbol' || // ES6 symbol + typeof arg === 'undefined'; +} +exports.isPrimitive = isPrimitive; + +exports.isBuffer = require('./support/isBuffer'); + +function objectToString(o) { + return Object.prototype.toString.call(o); +} + + +function pad(n) { + return n < 10 ? '0' + n.toString(10) : n.toString(10); +} + + +var months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', + 'Oct', 'Nov', 'Dec']; + +// 26 Feb 16:19:34 +function timestamp() { + var d = new Date(); + var time = [pad(d.getHours()), + pad(d.getMinutes()), + pad(d.getSeconds())].join(':'); + return [d.getDate(), months[d.getMonth()], time].join(' '); +} + + +// log is just a thin wrapper to console.log that prepends a timestamp +exports.log = function() { + console.log('%s - %s', timestamp(), exports.format.apply(exports, arguments)); +}; + + +/** + * Inherit the prototype methods from one constructor into another. + * + * The Function.prototype.inherits from lang.js rewritten as a standalone + * function (not on Function.prototype). NOTE: If this file is to be loaded + * during bootstrapping this function needs to be rewritten using some native + * functions as prototype setup using normal JavaScript does not work as + * expected during bootstrapping (see mirror.js in r114903). + * + * @param {function} ctor Constructor function which needs to inherit the + * prototype. + * @param {function} superCtor Constructor function to inherit prototype from. + */ +exports.inherits = require('inherits'); + +exports._extend = function(origin, add) { + // Don't do anything if add isn't an object + if (!add || !isObject(add)) return origin; + + var keys = Object.keys(add); + var i = keys.length; + while (i--) { + origin[keys[i]] = add[keys[i]]; + } + return origin; +}; + +function hasOwnProperty(obj, prop) { + return Object.prototype.hasOwnProperty.call(obj, prop); +} + +}).call(this,require('_process'),typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {}) +},{"./support/isBuffer":27,"_process":24,"inherits":26}],29:[function(require,module,exports){ +// Returns a wrapper function that returns a wrapped callback +// The wrapper function should do some stuff, and return a +// presumably different callback function. +// This makes sure that own properties are retained, so that +// decorations and such are not lost along the way. +module.exports = wrappy +function wrappy (fn, cb) { + if (fn && cb) return wrappy(fn)(cb) + + if (typeof fn !== 'function') + throw new TypeError('need wrapper function') + + Object.keys(fn).forEach(function (k) { + wrapper[k] = fn[k] + }) + + return wrapper + + function wrapper() { + var args = new Array(arguments.length) + for (var i = 0; i < args.length; i++) { + args[i] = arguments[i] + } + var ret = fn.apply(this, args) + var cb = args[args.length-1] + if (typeof ret === 'function' && ret !== cb) { + Object.keys(cb).forEach(function (k) { + ret[k] = cb[k] + }) + } + return ret + } +} + +},{}]},{},[7])(7) +}); \ No newline at end of file diff --git a/7.3/assets/javascripts/workers/search.2a1c317c.min.js b/7.3/assets/javascripts/workers/search.2a1c317c.min.js new file mode 100755 index 00000000..59bf8384 --- /dev/null +++ b/7.3/assets/javascripts/workers/search.2a1c317c.min.js @@ -0,0 +1,48 @@ +(()=>{var ge=Object.create;var W=Object.defineProperty,ye=Object.defineProperties,me=Object.getOwnPropertyDescriptor,ve=Object.getOwnPropertyDescriptors,xe=Object.getOwnPropertyNames,G=Object.getOwnPropertySymbols,Se=Object.getPrototypeOf,X=Object.prototype.hasOwnProperty,Qe=Object.prototype.propertyIsEnumerable;var J=(t,e,r)=>e in t?W(t,e,{enumerable:!0,configurable:!0,writable:!0,value:r}):t[e]=r,M=(t,e)=>{for(var r in e||(e={}))X.call(e,r)&&J(t,r,e[r]);if(G)for(var r of G(e))Qe.call(e,r)&&J(t,r,e[r]);return t},Z=(t,e)=>ye(t,ve(e));var K=(t,e)=>()=>(e||t((e={exports:{}}).exports,e),e.exports);var be=(t,e,r,n)=>{if(e&&typeof e=="object"||typeof e=="function")for(let i of xe(e))!X.call(t,i)&&i!==r&&W(t,i,{get:()=>e[i],enumerable:!(n=me(e,i))||n.enumerable});return t};var H=(t,e,r)=>(r=t!=null?ge(Se(t)):{},be(e||!t||!t.__esModule?W(r,"default",{value:t,enumerable:!0}):r,t));var z=(t,e,r)=>new Promise((n,i)=>{var s=u=>{try{a(r.next(u))}catch(c){i(c)}},o=u=>{try{a(r.throw(u))}catch(c){i(c)}},a=u=>u.done?n(u.value):Promise.resolve(u.value).then(s,o);a((r=r.apply(t,e)).next())});var re=K((ee,te)=>{/** + * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 2.3.9 + * Copyright (C) 2020 Oliver Nightingale + * @license MIT + */(function(){var t=function(e){var r=new t.Builder;return r.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),r.searchPipeline.add(t.stemmer),e.call(r,r),r.build()};t.version="2.3.9";/*! + * lunr.utils + * Copyright (C) 2020 Oliver Nightingale + */t.utils={},t.utils.warn=function(e){return function(r){e.console&&console.warn&&console.warn(r)}}(this),t.utils.asString=function(e){return e==null?"":e.toString()},t.utils.clone=function(e){if(e==null)return e;for(var r=Object.create(null),n=Object.keys(e),i=0;i0){var h=t.utils.clone(r)||{};h.position=[a,c],h.index=s.length,s.push(new t.Token(n.slice(a,o),h))}a=o+1}}return s},t.tokenizer.separator=/[\s\-]+/;/*! + * lunr.Pipeline + * Copyright (C) 2020 Oliver Nightingale + */t.Pipeline=function(){this._stack=[]},t.Pipeline.registeredFunctions=Object.create(null),t.Pipeline.registerFunction=function(e,r){r in this.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+r),e.label=r,t.Pipeline.registeredFunctions[e.label]=e},t.Pipeline.warnIfFunctionNotRegistered=function(e){var r=e.label&&e.label in this.registeredFunctions;r||t.utils.warn(`Function is not registered with pipeline. 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this.pos1&&(e.backup(),e.emit(t.QueryLexer.TERM)),e.ignore(),e.more())return t.QueryLexer.lexText},t.QueryLexer.lexEditDistance=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(t.QueryLexer.EDIT_DISTANCE),t.QueryLexer.lexText},t.QueryLexer.lexBoost=function(e){return e.ignore(),e.acceptDigitRun(),e.emit(t.QueryLexer.BOOST),t.QueryLexer.lexText},t.QueryLexer.lexEOS=function(e){e.width()>0&&e.emit(t.QueryLexer.TERM)},t.QueryLexer.termSeparator=t.tokenizer.separator,t.QueryLexer.lexText=function(e){for(;;){var r=e.next();if(r==t.QueryLexer.EOS)return t.QueryLexer.lexEOS;if(r.charCodeAt(0)==92){e.escapeCharacter();continue}if(r==":")return t.QueryLexer.lexField;if(r=="~")return e.backup(),e.width()>0&&e.emit(t.QueryLexer.TERM),t.QueryLexer.lexEditDistance;if(r=="^")return e.backup(),e.width()>0&&e.emit(t.QueryLexer.TERM),t.QueryLexer.lexBoost;if(r=="+"&&e.width()===1||r=="-"&&e.width()===1)return e.emit(t.QueryLexer.PRESENCE),t.QueryLexer.lexText;if(r.match(t.QueryLexer.termSeparator))return t.QueryLexer.lexTerm}},t.QueryParser=function(e,r){this.lexer=new t.QueryLexer(e),this.query=r,this.currentClause={},this.lexemeIdx=0},t.QueryParser.prototype.parse=function(){this.lexer.run(),this.lexemes=this.lexer.lexemes;for(var e=t.QueryParser.parseClause;e;)e=e(this);return this.query},t.QueryParser.prototype.peekLexeme=function(){return this.lexemes[this.lexemeIdx]},t.QueryParser.prototype.consumeLexeme=function(){var e=this.peekLexeme();return this.lexemeIdx+=1,e},t.QueryParser.prototype.nextClause=function(){var e=this.currentClause;this.query.clause(e),this.currentClause={}},t.QueryParser.parseClause=function(e){var r=e.peekLexeme();if(r!=null)switch(r.type){case t.QueryLexer.PRESENCE:return t.QueryParser.parsePresence;case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expected either a field or a term, found "+r.type;throw r.str.length>=1&&(n+=" with value '"+r.str+"'"),new t.QueryParseError(n,r.start,r.end)}},t.QueryParser.parsePresence=function(e){var r=e.consumeLexeme();if(r!=null){switch(r.str){case"-":e.currentClause.presence=t.Query.presence.PROHIBITED;break;case"+":e.currentClause.presence=t.Query.presence.REQUIRED;break;default:var n="unrecognised presence operator'"+r.str+"'";throw new t.QueryParseError(n,r.start,r.end)}var i=e.peekLexeme();if(i==null){var n="expecting term or field, found nothing";throw new t.QueryParseError(n,r.start,r.end)}switch(i.type){case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expecting term or field, found '"+i.type+"'";throw new t.QueryParseError(n,i.start,i.end)}}},t.QueryParser.parseField=function(e){var r=e.consumeLexeme();if(r!=null){if(e.query.allFields.indexOf(r.str)==-1){var n=e.query.allFields.map(function(o){return"'"+o+"'"}).join(", "),i="unrecognised field '"+r.str+"', possible fields: "+n;throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.fields=[r.str];var s=e.peekLexeme();if(s==null){var i="expecting term, found nothing";throw new t.QueryParseError(i,r.start,r.end)}switch(s.type){case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var i="expecting term, found '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},t.QueryParser.parseTerm=function(e){var r=e.consumeLexeme();if(r!=null){e.currentClause.term=r.str.toLowerCase(),r.str.indexOf("*")!=-1&&(e.currentClause.usePipeline=!1);var n=e.peekLexeme();if(n==null){e.nextClause();return}switch(n.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+n.type+"'";throw new t.QueryParseError(i,n.start,n.end)}}},t.QueryParser.parseEditDistance=function(e){var r=e.consumeLexeme();if(r!=null){var n=parseInt(r.str,10);if(isNaN(n)){var i="edit distance must be numeric";throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.editDistance=n;var s=e.peekLexeme();if(s==null){e.nextClause();return}switch(s.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},t.QueryParser.parseBoost=function(e){var r=e.consumeLexeme();if(r!=null){var n=parseInt(r.str,10);if(isNaN(n)){var i="boost must be numeric";throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.boost=n;var s=e.peekLexeme();if(s==null){e.nextClause();return}switch(s.type){case t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},function(e,r){typeof define=="function"&&define.amd?define(r):typeof ee=="object"?te.exports=r():e.lunr=r()}(this,function(){return t})})()});var q=K((Re,ne)=>{"use strict";/*! + * escape-html + * Copyright(c) 2012-2013 TJ Holowaychuk + * Copyright(c) 2015 Andreas Lubbe + * Copyright(c) 2015 Tiancheng "Timothy" Gu + * MIT Licensed + */var Le=/["'&<>]/;ne.exports=we;function we(t){var e=""+t,r=Le.exec(e);if(!r)return e;var n,i="",s=0,o=0;for(s=r.index;s=0;r--){let n=t[r];typeof n!="object"?n=document.createTextNode(n):n.parentNode&&n.parentNode.removeChild(n),r?e.insertBefore(this.previousSibling,n):e.replaceChild(n,this)}}}));var ie=H(q());function se(t){let e=new Map,r=new Set;for(let n of t){let[i,s]=n.location.split("#"),o=n.location,a=n.title,u=n.tags,c=(0,ie.default)(n.text).replace(/\s+(?=[,.:;!?])/g,"").replace(/\s+/g," ");if(s){let h=e.get(i);r.has(h)?e.set(o,{location:o,title:a,text:c,parent:h}):(h.title=n.title,h.text=c,r.add(h))}else e.set(o,M({location:o,title:a,text:c},u&&{tags:u}))}return e}var oe=H(q());function ae(t,e){let r=new RegExp(t.separator,"img"),n=(i,s,o)=>`${s}${o}`;return i=>{i=i.replace(/[\s*+\-:~^]+/g," ").trim();let s=new RegExp(`(^|${t.separator})(${i.replace(/[|\\{}()[\]^$+*?.-]/g,"\\$&").replace(r,"|")})`,"img");return o=>(e?(0,oe.default)(o):o).replace(s,n).replace(/<\/mark>(\s+)]*>/img,"$1")}}function ue(t){let e=new lunr.Query(["title","text"]);return new lunr.QueryParser(t,e).parse(),e.clauses}function ce(t,e){var i;let r=new Set(t),n={};for(let s=0;s!n.has(i)))]}var U=class{constructor({config:e,docs:r,options:n}){this.options=n,this.documents=se(r),this.highlight=ae(e,!1),lunr.tokenizer.separator=new RegExp(e.separator),this.index=lunr(function(){e.lang.length===1&&e.lang[0]!=="en"?this.use(lunr[e.lang[0]]):e.lang.length>1&&this.use(lunr.multiLanguage(...e.lang));let i=Ee(["trimmer","stopWordFilter","stemmer"],n.pipeline);for(let s of e.lang.map(o=>o==="en"?lunr:lunr[o]))for(let o of i)this.pipeline.remove(s[o]),this.searchPipeline.remove(s[o]);this.ref("location"),this.field("title",{boost:1e3}),this.field("text"),this.field("tags",{boost:1e6});for(let s of r)this.add(s)})}search(e){if(e)try{let r=this.highlight(e),n=ue(e).filter(o=>o.presence!==lunr.Query.presence.PROHIBITED),i=this.index.search(`${e}*`).reduce((o,{ref:a,score:u,matchData:c})=>{let h=this.documents.get(a);if(typeof h!="undefined"){let{location:y,title:g,text:b,tags:m,parent:Q}=h,p=ce(n,Object.keys(c.metadata)),d=+!Q+ +Object.values(p).every(w=>w);o.push(Z(M({location:y,title:r(g),text:r(b)},m&&{tags:m.map(r)}),{score:u*(1+d),terms:p}))}return o},[]).sort((o,a)=>a.score-o.score).reduce((o,a)=>{let u=this.documents.get(a.location);if(typeof u!="undefined"){let c="parent"in u?u.parent.location:u.location;o.set(c,[...o.get(c)||[],a])}return o},new Map),s;if(this.options.suggestions){let o=this.index.query(a=>{for(let u of n)a.term(u.term,{fields:["title"],presence:lunr.Query.presence.REQUIRED,wildcard:lunr.Query.wildcard.TRAILING})});s=o.length?Object.keys(o[0].matchData.metadata):[]}return M({items:[...i.values()]},typeof s!="undefined"&&{suggestions:s})}catch(r){console.warn(`Invalid query: ${e} \u2013 see https://bit.ly/2s3ChXG`)}return{items:[]}}};var Y;function ke(t){return z(this,null,function*(){let e="../lunr";if(typeof parent!="undefined"&&"IFrameWorker"in parent){let n=document.querySelector("script[src]"),[i]=n.src.split("/worker");e=e.replace("..",i)}let r=[];for(let n of t.lang){switch(n){case"ja":r.push(`${e}/tinyseg.js`);break;case"hi":case"th":r.push(`${e}/wordcut.js`);break}n!=="en"&&r.push(`${e}/min/lunr.${n}.min.js`)}t.lang.length>1&&r.push(`${e}/min/lunr.multi.min.js`),r.length&&(yield importScripts(`${e}/min/lunr.stemmer.support.min.js`,...r))})}function Te(t){return z(this,null,function*(){switch(t.type){case 0:return yield ke(t.data.config),Y=new U(t.data),{type:1};case 2:return{type:3,data:Y?Y.search(t.data):{items:[]}};default:throw new TypeError("Invalid message type")}})}self.lunr=le.default;addEventListener("message",t=>z(void 0,null,function*(){postMessage(yield Te(t.data))}));})(); +//# sourceMappingURL=search.2a1c317c.min.js.map + diff --git a/7.3/assets/javascripts/workers/search.2a1c317c.min.js.map b/7.3/assets/javascripts/workers/search.2a1c317c.min.js.map new file mode 100755 index 00000000..06d43304 --- /dev/null +++ b/7.3/assets/javascripts/workers/search.2a1c317c.min.js.map @@ -0,0 +1,8 @@ +{ + "version": 3, + "sources": ["node_modules/lunr/lunr.js", "node_modules/escape-html/index.js", "src/assets/javascripts/integrations/search/worker/main/index.ts", "src/assets/javascripts/polyfills/index.ts", "src/assets/javascripts/integrations/search/document/index.ts", "src/assets/javascripts/integrations/search/highlighter/index.ts", "src/assets/javascripts/integrations/search/query/_/index.ts", "src/assets/javascripts/integrations/search/_/index.ts"], + "sourceRoot": "../../../..", + "sourcesContent": ["/**\n * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 2.3.9\n * Copyright (C) 2020 Oliver Nightingale\n * @license MIT\n */\n\n;(function(){\n\n/**\n * A convenience function for configuring and constructing\n * a new lunr Index.\n *\n * A lunr.Builder instance is created and the pipeline setup\n * with a trimmer, stop word filter and stemmer.\n *\n * This builder object is yielded to the configuration function\n * that is passed as a parameter, allowing the list of fields\n * and other builder parameters to be customised.\n *\n * All documents _must_ be added within the passed config function.\n *\n * @example\n * var idx = lunr(function () {\n * this.field('title')\n * this.field('body')\n * this.ref('id')\n *\n * documents.forEach(function (doc) {\n * this.add(doc)\n * }, this)\n * })\n *\n * @see {@link lunr.Builder}\n * @see {@link lunr.Pipeline}\n * @see {@link lunr.trimmer}\n * @see {@link lunr.stopWordFilter}\n * @see {@link lunr.stemmer}\n * @namespace {function} lunr\n */\nvar lunr = function (config) {\n var builder = new lunr.Builder\n\n builder.pipeline.add(\n lunr.trimmer,\n lunr.stopWordFilter,\n lunr.stemmer\n )\n\n builder.searchPipeline.add(\n lunr.stemmer\n )\n\n config.call(builder, builder)\n return builder.build()\n}\n\nlunr.version = \"2.3.9\"\n/*!\n * lunr.utils\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A namespace containing utils for the rest of the lunr library\n * @namespace lunr.utils\n */\nlunr.utils = {}\n\n/**\n * Print a warning message to the console.\n *\n * @param {String} message The message to be printed.\n * @memberOf lunr.utils\n * @function\n */\nlunr.utils.warn = (function (global) {\n /* eslint-disable no-console */\n return function (message) {\n if (global.console && console.warn) {\n console.warn(message)\n }\n }\n /* eslint-enable no-console */\n})(this)\n\n/**\n * Convert an object to a string.\n *\n * In the case of `null` and `undefined` the function returns\n * the empty string, in all other cases the result of calling\n * `toString` on the passed object is returned.\n *\n * @param {Any} obj The object to convert to a string.\n * @return {String} string representation of the passed object.\n * @memberOf lunr.utils\n */\nlunr.utils.asString = function (obj) {\n if (obj === void 0 || obj === null) {\n return \"\"\n } else {\n return obj.toString()\n }\n}\n\n/**\n * Clones an object.\n *\n * Will create a copy of an existing object such that any mutations\n * on the copy cannot affect the original.\n *\n * Only shallow objects are supported, passing a nested object to this\n * function will cause a TypeError.\n *\n * Objects with primitives, and arrays of primitives are supported.\n *\n * @param {Object} obj The object to clone.\n * @return {Object} a clone of the passed object.\n * @throws {TypeError} when a nested object is passed.\n * @memberOf Utils\n */\nlunr.utils.clone = function (obj) {\n if (obj === null || obj === undefined) {\n return obj\n }\n\n var clone = Object.create(null),\n keys = Object.keys(obj)\n\n for (var i = 0; i < keys.length; i++) {\n var key = keys[i],\n val = obj[key]\n\n if (Array.isArray(val)) {\n clone[key] = val.slice()\n continue\n }\n\n if (typeof val === 'string' ||\n typeof val === 'number' ||\n typeof val === 'boolean') {\n clone[key] = val\n continue\n }\n\n throw new TypeError(\"clone is not deep and does not support nested objects\")\n }\n\n return clone\n}\nlunr.FieldRef = function (docRef, fieldName, stringValue) {\n this.docRef = docRef\n this.fieldName = fieldName\n this._stringValue = stringValue\n}\n\nlunr.FieldRef.joiner = \"/\"\n\nlunr.FieldRef.fromString = function (s) {\n var n = s.indexOf(lunr.FieldRef.joiner)\n\n if (n === -1) {\n throw \"malformed field ref string\"\n }\n\n var fieldRef = s.slice(0, n),\n docRef = s.slice(n + 1)\n\n return new lunr.FieldRef (docRef, fieldRef, s)\n}\n\nlunr.FieldRef.prototype.toString = function () {\n if (this._stringValue == undefined) {\n this._stringValue = this.fieldName + lunr.FieldRef.joiner + this.docRef\n }\n\n return this._stringValue\n}\n/*!\n * lunr.Set\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A lunr set.\n *\n * @constructor\n */\nlunr.Set = function (elements) {\n this.elements = Object.create(null)\n\n if (elements) {\n this.length = elements.length\n\n for (var i = 0; i < this.length; i++) {\n this.elements[elements[i]] = true\n }\n } else {\n this.length = 0\n }\n}\n\n/**\n * A complete set that contains all elements.\n *\n * @static\n * @readonly\n * @type {lunr.Set}\n */\nlunr.Set.complete = {\n intersect: function (other) {\n return other\n },\n\n union: function () {\n return this\n },\n\n contains: function () {\n return true\n }\n}\n\n/**\n * An empty set that contains no elements.\n *\n * @static\n * @readonly\n * @type {lunr.Set}\n */\nlunr.Set.empty = {\n intersect: function () {\n return this\n },\n\n union: function (other) {\n return other\n },\n\n contains: function () {\n return false\n }\n}\n\n/**\n * Returns true if this set contains the specified object.\n *\n * @param {object} object - Object whose presence in this set is to be tested.\n * @returns {boolean} - True if this set contains the specified object.\n */\nlunr.Set.prototype.contains = function (object) {\n return !!this.elements[object]\n}\n\n/**\n * Returns a new set containing only the elements that are present in both\n * this set and the specified set.\n *\n * @param {lunr.Set} other - set to intersect with this set.\n * @returns {lunr.Set} a new set that is the intersection of this and the specified set.\n */\n\nlunr.Set.prototype.intersect = function (other) {\n var a, b, elements, intersection = []\n\n if (other === lunr.Set.complete) {\n return this\n }\n\n if (other === lunr.Set.empty) {\n return other\n }\n\n if (this.length < other.length) {\n a = this\n b = other\n } else {\n a = other\n b = this\n }\n\n elements = Object.keys(a.elements)\n\n for (var i = 0; i < elements.length; i++) {\n var element = elements[i]\n if (element in b.elements) {\n intersection.push(element)\n }\n }\n\n return new lunr.Set (intersection)\n}\n\n/**\n * Returns a new set combining the elements of this and the specified set.\n *\n * @param {lunr.Set} other - set to union with this set.\n * @return {lunr.Set} a new set that is the union of this and the specified set.\n */\n\nlunr.Set.prototype.union = function (other) {\n if (other === lunr.Set.complete) {\n return lunr.Set.complete\n }\n\n if (other === lunr.Set.empty) {\n return this\n }\n\n return new lunr.Set(Object.keys(this.elements).concat(Object.keys(other.elements)))\n}\n/**\n * A function to calculate the inverse document frequency for\n * a posting. This is shared between the builder and the index\n *\n * @private\n * @param {object} posting - The posting for a given term\n * @param {number} documentCount - The total number of documents.\n */\nlunr.idf = function (posting, documentCount) {\n var documentsWithTerm = 0\n\n for (var fieldName in posting) {\n if (fieldName == '_index') continue // Ignore the term index, its not a field\n documentsWithTerm += Object.keys(posting[fieldName]).length\n }\n\n var x = (documentCount - documentsWithTerm + 0.5) / (documentsWithTerm + 0.5)\n\n return Math.log(1 + Math.abs(x))\n}\n\n/**\n * A token wraps a string representation of a token\n * as it is passed through the text processing pipeline.\n *\n * @constructor\n * @param {string} [str=''] - The string token being wrapped.\n * @param {object} [metadata={}] - Metadata associated with this token.\n */\nlunr.Token = function (str, metadata) {\n this.str = str || \"\"\n this.metadata = metadata || {}\n}\n\n/**\n * Returns the token string that is being wrapped by this object.\n *\n * @returns {string}\n */\nlunr.Token.prototype.toString = function () {\n return this.str\n}\n\n/**\n * A token update function is used when updating or optionally\n * when cloning a token.\n *\n * @callback lunr.Token~updateFunction\n * @param {string} str - The string representation of the token.\n * @param {Object} metadata - All metadata associated with this token.\n */\n\n/**\n * Applies the given function to the wrapped string token.\n *\n * @example\n * token.update(function (str, metadata) {\n * return str.toUpperCase()\n * })\n *\n * @param {lunr.Token~updateFunction} fn - A function to apply to the token string.\n * @returns {lunr.Token}\n */\nlunr.Token.prototype.update = function (fn) {\n this.str = fn(this.str, this.metadata)\n return this\n}\n\n/**\n * Creates a clone of this token. Optionally a function can be\n * applied to the cloned token.\n *\n * @param {lunr.Token~updateFunction} [fn] - An optional function to apply to the cloned token.\n * @returns {lunr.Token}\n */\nlunr.Token.prototype.clone = function (fn) {\n fn = fn || function (s) { return s }\n return new lunr.Token (fn(this.str, this.metadata), this.metadata)\n}\n/*!\n * lunr.tokenizer\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A function for splitting a string into tokens ready to be inserted into\n * the search index. Uses `lunr.tokenizer.separator` to split strings, change\n * the value of this property to change how strings are split into tokens.\n *\n * This tokenizer will convert its parameter to a string by calling `toString` and\n * then will split this string on the character in `lunr.tokenizer.separator`.\n * Arrays will have their elements converted to strings and wrapped in a lunr.Token.\n *\n * Optional metadata can be passed to the tokenizer, this metadata will be cloned and\n * added as metadata to every token that is created from the object to be tokenized.\n *\n * @static\n * @param {?(string|object|object[])} obj - The object to convert into tokens\n * @param {?object} metadata - Optional metadata to associate with every token\n * @returns {lunr.Token[]}\n * @see {@link lunr.Pipeline}\n */\nlunr.tokenizer = function (obj, metadata) {\n if (obj == null || obj == undefined) {\n return []\n }\n\n if (Array.isArray(obj)) {\n return obj.map(function (t) {\n return new lunr.Token(\n lunr.utils.asString(t).toLowerCase(),\n lunr.utils.clone(metadata)\n )\n })\n }\n\n var str = obj.toString().toLowerCase(),\n len = str.length,\n tokens = []\n\n for (var sliceEnd = 0, sliceStart = 0; sliceEnd <= len; sliceEnd++) {\n var char = str.charAt(sliceEnd),\n sliceLength = sliceEnd - sliceStart\n\n if ((char.match(lunr.tokenizer.separator) || sliceEnd == len)) {\n\n if (sliceLength > 0) {\n var tokenMetadata = lunr.utils.clone(metadata) || {}\n tokenMetadata[\"position\"] = [sliceStart, sliceLength]\n tokenMetadata[\"index\"] = tokens.length\n\n tokens.push(\n new lunr.Token (\n str.slice(sliceStart, sliceEnd),\n tokenMetadata\n )\n )\n }\n\n sliceStart = sliceEnd + 1\n }\n\n }\n\n return tokens\n}\n\n/**\n * The separator used to split a string into tokens. Override this property to change the behaviour of\n * `lunr.tokenizer` behaviour when tokenizing strings. By default this splits on whitespace and hyphens.\n *\n * @static\n * @see lunr.tokenizer\n */\nlunr.tokenizer.separator = /[\\s\\-]+/\n/*!\n * lunr.Pipeline\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.Pipelines maintain an ordered list of functions to be applied to all\n * tokens in documents entering the search index and queries being ran against\n * the index.\n *\n * An instance of lunr.Index created with the lunr shortcut will contain a\n * pipeline with a stop word filter and an English language stemmer. Extra\n * functions can be added before or after either of these functions or these\n * default functions can be removed.\n *\n * When run the pipeline will call each function in turn, passing a token, the\n * index of that token in the original list of all tokens and finally a list of\n * all the original tokens.\n *\n * The output of functions in the pipeline will be passed to the next function\n * in the pipeline. To exclude a token from entering the index the function\n * should return undefined, the rest of the pipeline will not be called with\n * this token.\n *\n * For serialisation of pipelines to work, all functions used in an instance of\n * a pipeline should be registered with lunr.Pipeline. Registered functions can\n * then be loaded. If trying to load a serialised pipeline that uses functions\n * that are not registered an error will be thrown.\n *\n * If not planning on serialising the pipeline then registering pipeline functions\n * is not necessary.\n *\n * @constructor\n */\nlunr.Pipeline = function () {\n this._stack = []\n}\n\nlunr.Pipeline.registeredFunctions = Object.create(null)\n\n/**\n * A pipeline function maps lunr.Token to lunr.Token. A lunr.Token contains the token\n * string as well as all known metadata. A pipeline function can mutate the token string\n * or mutate (or add) metadata for a given token.\n *\n * A pipeline function can indicate that the passed token should be discarded by returning\n * null, undefined or an empty string. This token will not be passed to any downstream pipeline\n * functions and will not be added to the index.\n *\n * Multiple tokens can be returned by returning an array of tokens. Each token will be passed\n * to any downstream pipeline functions and all will returned tokens will be added to the index.\n *\n * Any number of pipeline functions may be chained together using a lunr.Pipeline.\n *\n * @interface lunr.PipelineFunction\n * @param {lunr.Token} token - A token from the document being processed.\n * @param {number} i - The index of this token in the complete list of tokens for this document/field.\n * @param {lunr.Token[]} tokens - All tokens for this document/field.\n * @returns {(?lunr.Token|lunr.Token[])}\n */\n\n/**\n * Register a function with the pipeline.\n *\n * Functions that are used in the pipeline should be registered if the pipeline\n * needs to be serialised, or a serialised pipeline needs to be loaded.\n *\n * Registering a function does not add it to a pipeline, functions must still be\n * added to instances of the pipeline for them to be used when running a pipeline.\n *\n * @param {lunr.PipelineFunction} fn - The function to check for.\n * @param {String} label - The label to register this function with\n */\nlunr.Pipeline.registerFunction = function (fn, label) {\n if (label in this.registeredFunctions) {\n lunr.utils.warn('Overwriting existing registered function: ' + label)\n }\n\n fn.label = label\n lunr.Pipeline.registeredFunctions[fn.label] = fn\n}\n\n/**\n * Warns if the function is not registered as a Pipeline function.\n *\n * @param {lunr.PipelineFunction} fn - The function to check for.\n * @private\n */\nlunr.Pipeline.warnIfFunctionNotRegistered = function (fn) {\n var isRegistered = fn.label && (fn.label in this.registeredFunctions)\n\n if (!isRegistered) {\n lunr.utils.warn('Function is not registered with pipeline. This may cause problems when serialising the index.\\n', fn)\n }\n}\n\n/**\n * Loads a previously serialised pipeline.\n *\n * All functions to be loaded must already be registered with lunr.Pipeline.\n * If any function from the serialised data has not been registered then an\n * error will be thrown.\n *\n * @param {Object} serialised - The serialised pipeline to load.\n * @returns {lunr.Pipeline}\n */\nlunr.Pipeline.load = function (serialised) {\n var pipeline = new lunr.Pipeline\n\n serialised.forEach(function (fnName) {\n var fn = lunr.Pipeline.registeredFunctions[fnName]\n\n if (fn) {\n pipeline.add(fn)\n } else {\n throw new Error('Cannot load unregistered function: ' + fnName)\n }\n })\n\n return pipeline\n}\n\n/**\n * Adds new functions to the end of the pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction[]} functions - Any number of functions to add to the pipeline.\n */\nlunr.Pipeline.prototype.add = function () {\n var fns = Array.prototype.slice.call(arguments)\n\n fns.forEach(function (fn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(fn)\n this._stack.push(fn)\n }, this)\n}\n\n/**\n * Adds a single function after a function that already exists in the\n * pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction} existingFn - A function that already exists in the pipeline.\n * @param {lunr.PipelineFunction} newFn - The new function to add to the pipeline.\n */\nlunr.Pipeline.prototype.after = function (existingFn, newFn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(newFn)\n\n var pos = this._stack.indexOf(existingFn)\n if (pos == -1) {\n throw new Error('Cannot find existingFn')\n }\n\n pos = pos + 1\n this._stack.splice(pos, 0, newFn)\n}\n\n/**\n * Adds a single function before a function that already exists in the\n * pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction} existingFn - A function that already exists in the pipeline.\n * @param {lunr.PipelineFunction} newFn - The new function to add to the pipeline.\n */\nlunr.Pipeline.prototype.before = function (existingFn, newFn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(newFn)\n\n var pos = this._stack.indexOf(existingFn)\n if (pos == -1) {\n throw new Error('Cannot find existingFn')\n }\n\n this._stack.splice(pos, 0, newFn)\n}\n\n/**\n * Removes a function from the pipeline.\n *\n * @param {lunr.PipelineFunction} fn The function to remove from the pipeline.\n */\nlunr.Pipeline.prototype.remove = function (fn) {\n var pos = this._stack.indexOf(fn)\n if (pos == -1) {\n return\n }\n\n this._stack.splice(pos, 1)\n}\n\n/**\n * Runs the current list of functions that make up the pipeline against the\n * passed tokens.\n *\n * @param {Array} tokens The tokens to run through the pipeline.\n * @returns {Array}\n */\nlunr.Pipeline.prototype.run = function (tokens) {\n var stackLength = this._stack.length\n\n for (var i = 0; i < stackLength; i++) {\n var fn = this._stack[i]\n var memo = []\n\n for (var j = 0; j < tokens.length; j++) {\n var result = fn(tokens[j], j, tokens)\n\n if (result === null || result === void 0 || result === '') continue\n\n if (Array.isArray(result)) {\n for (var k = 0; k < result.length; k++) {\n memo.push(result[k])\n }\n } else {\n memo.push(result)\n }\n }\n\n tokens = memo\n }\n\n return tokens\n}\n\n/**\n * Convenience method for passing a string through a pipeline and getting\n * strings out. This method takes care of wrapping the passed string in a\n * token and mapping the resulting tokens back to strings.\n *\n * @param {string} str - The string to pass through the pipeline.\n * @param {?object} metadata - Optional metadata to associate with the token\n * passed to the pipeline.\n * @returns {string[]}\n */\nlunr.Pipeline.prototype.runString = function (str, metadata) {\n var token = new lunr.Token (str, metadata)\n\n return this.run([token]).map(function (t) {\n return t.toString()\n })\n}\n\n/**\n * Resets the pipeline by removing any existing processors.\n *\n */\nlunr.Pipeline.prototype.reset = function () {\n this._stack = []\n}\n\n/**\n * Returns a representation of the pipeline ready for serialisation.\n *\n * Logs a warning if the function has not been registered.\n *\n * @returns {Array}\n */\nlunr.Pipeline.prototype.toJSON = function () {\n return this._stack.map(function (fn) {\n lunr.Pipeline.warnIfFunctionNotRegistered(fn)\n\n return fn.label\n })\n}\n/*!\n * lunr.Vector\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A vector is used to construct the vector space of documents and queries. These\n * vectors support operations to determine the similarity between two documents or\n * a document and a query.\n *\n * Normally no parameters are required for initializing a vector, but in the case of\n * loading a previously dumped vector the raw elements can be provided to the constructor.\n *\n * For performance reasons vectors are implemented with a flat array, where an elements\n * index is immediately followed by its value. E.g. [index, value, index, value]. This\n * allows the underlying array to be as sparse as possible and still offer decent\n * performance when being used for vector calculations.\n *\n * @constructor\n * @param {Number[]} [elements] - The flat list of element index and element value pairs.\n */\nlunr.Vector = function (elements) {\n this._magnitude = 0\n this.elements = elements || []\n}\n\n\n/**\n * Calculates the position within the vector to insert a given index.\n *\n * This is used internally by insert and upsert. If there are duplicate indexes then\n * the position is returned as if the value for that index were to be updated, but it\n * is the callers responsibility to check whether there is a duplicate at that index\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @returns {Number}\n */\nlunr.Vector.prototype.positionForIndex = function (index) {\n // For an empty vector the tuple can be inserted at the beginning\n if (this.elements.length == 0) {\n return 0\n }\n\n var start = 0,\n end = this.elements.length / 2,\n sliceLength = end - start,\n pivotPoint = Math.floor(sliceLength / 2),\n pivotIndex = this.elements[pivotPoint * 2]\n\n while (sliceLength > 1) {\n if (pivotIndex < index) {\n start = pivotPoint\n }\n\n if (pivotIndex > index) {\n end = pivotPoint\n }\n\n if (pivotIndex == index) {\n break\n }\n\n sliceLength = end - start\n pivotPoint = start + Math.floor(sliceLength / 2)\n pivotIndex = this.elements[pivotPoint * 2]\n }\n\n if (pivotIndex == index) {\n return pivotPoint * 2\n }\n\n if (pivotIndex > index) {\n return pivotPoint * 2\n }\n\n if (pivotIndex < index) {\n return (pivotPoint + 1) * 2\n }\n}\n\n/**\n * Inserts an element at an index within the vector.\n *\n * Does not allow duplicates, will throw an error if there is already an entry\n * for this index.\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @param {Number} val - The value to be inserted into the vector.\n */\nlunr.Vector.prototype.insert = function (insertIdx, val) {\n this.upsert(insertIdx, val, function () {\n throw \"duplicate index\"\n })\n}\n\n/**\n * Inserts or updates an existing index within the vector.\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @param {Number} val - The value to be inserted into the vector.\n * @param {function} fn - A function that is called for updates, the existing value and the\n * requested value are passed as arguments\n */\nlunr.Vector.prototype.upsert = function (insertIdx, val, fn) {\n this._magnitude = 0\n var position = this.positionForIndex(insertIdx)\n\n if (this.elements[position] == insertIdx) {\n this.elements[position + 1] = fn(this.elements[position + 1], val)\n } else {\n this.elements.splice(position, 0, insertIdx, val)\n }\n}\n\n/**\n * Calculates the magnitude of this vector.\n *\n * @returns {Number}\n */\nlunr.Vector.prototype.magnitude = function () {\n if (this._magnitude) return this._magnitude\n\n var sumOfSquares = 0,\n elementsLength = this.elements.length\n\n for (var i = 1; i < elementsLength; i += 2) {\n var val = this.elements[i]\n sumOfSquares += val * val\n }\n\n return this._magnitude = Math.sqrt(sumOfSquares)\n}\n\n/**\n * Calculates the dot product of this vector and another vector.\n *\n * @param {lunr.Vector} otherVector - The vector to compute the dot product with.\n * @returns {Number}\n */\nlunr.Vector.prototype.dot = function (otherVector) {\n var dotProduct = 0,\n a = this.elements, b = otherVector.elements,\n aLen = a.length, bLen = b.length,\n aVal = 0, bVal = 0,\n i = 0, j = 0\n\n while (i < aLen && j < bLen) {\n aVal = a[i], bVal = b[j]\n if (aVal < bVal) {\n i += 2\n } else if (aVal > bVal) {\n j += 2\n } else if (aVal == bVal) {\n dotProduct += a[i + 1] * b[j + 1]\n i += 2\n j += 2\n }\n }\n\n return dotProduct\n}\n\n/**\n * Calculates the similarity between this vector and another vector.\n *\n * @param {lunr.Vector} otherVector - The other vector to calculate the\n * similarity with.\n * @returns {Number}\n */\nlunr.Vector.prototype.similarity = function (otherVector) {\n return this.dot(otherVector) / this.magnitude() || 0\n}\n\n/**\n * Converts the vector to an array of the elements within the vector.\n *\n * @returns {Number[]}\n */\nlunr.Vector.prototype.toArray = function () {\n var output = new Array (this.elements.length / 2)\n\n for (var i = 1, j = 0; i < this.elements.length; i += 2, j++) {\n output[j] = this.elements[i]\n }\n\n return output\n}\n\n/**\n * A JSON serializable representation of the vector.\n *\n * @returns {Number[]}\n */\nlunr.Vector.prototype.toJSON = function () {\n return this.elements\n}\n/* eslint-disable */\n/*!\n * lunr.stemmer\n * Copyright (C) 2020 Oliver Nightingale\n * Includes code from - http://tartarus.org/~martin/PorterStemmer/js.txt\n */\n\n/**\n * lunr.stemmer is an english language stemmer, this is a JavaScript\n * implementation of the PorterStemmer taken from http://tartarus.org/~martin\n *\n * @static\n * @implements {lunr.PipelineFunction}\n * @param {lunr.Token} token - The string to stem\n * @returns {lunr.Token}\n * @see {@link lunr.Pipeline}\n * @function\n */\nlunr.stemmer = (function(){\n var step2list = {\n \"ational\" : \"ate\",\n \"tional\" : \"tion\",\n \"enci\" : \"ence\",\n \"anci\" : \"ance\",\n \"izer\" : \"ize\",\n \"bli\" : \"ble\",\n \"alli\" : \"al\",\n \"entli\" : \"ent\",\n \"eli\" : \"e\",\n \"ousli\" : \"ous\",\n \"ization\" : \"ize\",\n \"ation\" : \"ate\",\n \"ator\" : \"ate\",\n \"alism\" : \"al\",\n \"iveness\" : \"ive\",\n \"fulness\" : \"ful\",\n \"ousness\" : \"ous\",\n \"aliti\" : \"al\",\n \"iviti\" : \"ive\",\n \"biliti\" : \"ble\",\n \"logi\" : \"log\"\n },\n\n step3list = {\n \"icate\" : \"ic\",\n \"ative\" : \"\",\n \"alize\" : \"al\",\n \"iciti\" : \"ic\",\n \"ical\" : \"ic\",\n \"ful\" : \"\",\n \"ness\" : \"\"\n },\n\n c = \"[^aeiou]\", // consonant\n v = \"[aeiouy]\", // vowel\n C = c + \"[^aeiouy]*\", // consonant sequence\n V = v + \"[aeiou]*\", // vowel sequence\n\n mgr0 = \"^(\" + C + \")?\" + V + C, // [C]VC... is m>0\n meq1 = \"^(\" + C + \")?\" + V + C + \"(\" + V + \")?$\", // [C]VC[V] is m=1\n mgr1 = \"^(\" + C + \")?\" + V + C + V + C, // [C]VCVC... is m>1\n s_v = \"^(\" + C + \")?\" + v; // vowel in stem\n\n var re_mgr0 = new RegExp(mgr0);\n var re_mgr1 = new RegExp(mgr1);\n var re_meq1 = new RegExp(meq1);\n var re_s_v = new RegExp(s_v);\n\n var re_1a = /^(.+?)(ss|i)es$/;\n var re2_1a = /^(.+?)([^s])s$/;\n var re_1b = /^(.+?)eed$/;\n var re2_1b = /^(.+?)(ed|ing)$/;\n var re_1b_2 = /.$/;\n var re2_1b_2 = /(at|bl|iz)$/;\n var re3_1b_2 = new RegExp(\"([^aeiouylsz])\\\\1$\");\n var re4_1b_2 = new RegExp(\"^\" + C + v + \"[^aeiouwxy]$\");\n\n var re_1c = /^(.+?[^aeiou])y$/;\n var re_2 = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;\n\n var re_3 = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;\n\n var re_4 = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;\n var re2_4 = /^(.+?)(s|t)(ion)$/;\n\n var re_5 = /^(.+?)e$/;\n var re_5_1 = /ll$/;\n var re3_5 = new RegExp(\"^\" + C + v + \"[^aeiouwxy]$\");\n\n var porterStemmer = function porterStemmer(w) {\n var stem,\n suffix,\n firstch,\n re,\n re2,\n re3,\n re4;\n\n if (w.length < 3) { return w; }\n\n firstch = w.substr(0,1);\n if (firstch == \"y\") {\n w = firstch.toUpperCase() + w.substr(1);\n }\n\n // Step 1a\n re = re_1a\n re2 = re2_1a;\n\n if (re.test(w)) { w = w.replace(re,\"$1$2\"); }\n else if (re2.test(w)) { w = w.replace(re2,\"$1$2\"); }\n\n // Step 1b\n re = re_1b;\n re2 = re2_1b;\n if (re.test(w)) {\n var fp = re.exec(w);\n re = re_mgr0;\n if (re.test(fp[1])) {\n re = re_1b_2;\n w = w.replace(re,\"\");\n }\n } else if (re2.test(w)) {\n var fp = re2.exec(w);\n stem = fp[1];\n re2 = re_s_v;\n if (re2.test(stem)) {\n w = stem;\n re2 = re2_1b_2;\n re3 = re3_1b_2;\n re4 = re4_1b_2;\n if (re2.test(w)) { w = w + \"e\"; }\n else if (re3.test(w)) { re = re_1b_2; w = w.replace(re,\"\"); }\n else if (re4.test(w)) { w = w + \"e\"; }\n }\n }\n\n // Step 1c - replace suffix y or Y by i if preceded by a non-vowel which is not the first letter of the word (so cry -> cri, by -> by, say -> say)\n re = re_1c;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n w = stem + \"i\";\n }\n\n // Step 2\n re = re_2;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n suffix = fp[2];\n re = re_mgr0;\n if (re.test(stem)) {\n w = stem + step2list[suffix];\n }\n }\n\n // Step 3\n re = re_3;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n suffix = fp[2];\n re = re_mgr0;\n if (re.test(stem)) {\n w = stem + step3list[suffix];\n }\n }\n\n // Step 4\n re = re_4;\n re2 = re2_4;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n re = re_mgr1;\n if (re.test(stem)) {\n w = stem;\n }\n } else if (re2.test(w)) {\n var fp = re2.exec(w);\n stem = fp[1] + fp[2];\n re2 = re_mgr1;\n if (re2.test(stem)) {\n w = stem;\n }\n }\n\n // Step 5\n re = re_5;\n if (re.test(w)) {\n var fp = re.exec(w);\n stem = fp[1];\n re = re_mgr1;\n re2 = re_meq1;\n re3 = re3_5;\n if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) {\n w = stem;\n }\n }\n\n re = re_5_1;\n re2 = re_mgr1;\n if (re.test(w) && re2.test(w)) {\n re = re_1b_2;\n w = w.replace(re,\"\");\n }\n\n // and turn initial Y back to y\n\n if (firstch == \"y\") {\n w = firstch.toLowerCase() + w.substr(1);\n }\n\n return w;\n };\n\n return function (token) {\n return token.update(porterStemmer);\n }\n})();\n\nlunr.Pipeline.registerFunction(lunr.stemmer, 'stemmer')\n/*!\n * lunr.stopWordFilter\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.generateStopWordFilter builds a stopWordFilter function from the provided\n * list of stop words.\n *\n * The built in lunr.stopWordFilter is built using this generator and can be used\n * to generate custom stopWordFilters for applications or non English languages.\n *\n * @function\n * @param {Array} token The token to pass through the filter\n * @returns {lunr.PipelineFunction}\n * @see lunr.Pipeline\n * @see lunr.stopWordFilter\n */\nlunr.generateStopWordFilter = function (stopWords) {\n var words = stopWords.reduce(function (memo, stopWord) {\n memo[stopWord] = stopWord\n return memo\n }, {})\n\n return function (token) {\n if (token && words[token.toString()] !== token.toString()) return token\n }\n}\n\n/**\n * lunr.stopWordFilter is an English language stop word list filter, any words\n * contained in the list will not be passed through the filter.\n *\n * This is intended to be used in the Pipeline. If the token does not pass the\n * filter then undefined will be returned.\n *\n * @function\n * @implements {lunr.PipelineFunction}\n * @params {lunr.Token} token - A token to check for being a stop word.\n * @returns {lunr.Token}\n * @see {@link lunr.Pipeline}\n */\nlunr.stopWordFilter = lunr.generateStopWordFilter([\n 'a',\n 'able',\n 'about',\n 'across',\n 'after',\n 'all',\n 'almost',\n 'also',\n 'am',\n 'among',\n 'an',\n 'and',\n 'any',\n 'are',\n 'as',\n 'at',\n 'be',\n 'because',\n 'been',\n 'but',\n 'by',\n 'can',\n 'cannot',\n 'could',\n 'dear',\n 'did',\n 'do',\n 'does',\n 'either',\n 'else',\n 'ever',\n 'every',\n 'for',\n 'from',\n 'get',\n 'got',\n 'had',\n 'has',\n 'have',\n 'he',\n 'her',\n 'hers',\n 'him',\n 'his',\n 'how',\n 'however',\n 'i',\n 'if',\n 'in',\n 'into',\n 'is',\n 'it',\n 'its',\n 'just',\n 'least',\n 'let',\n 'like',\n 'likely',\n 'may',\n 'me',\n 'might',\n 'most',\n 'must',\n 'my',\n 'neither',\n 'no',\n 'nor',\n 'not',\n 'of',\n 'off',\n 'often',\n 'on',\n 'only',\n 'or',\n 'other',\n 'our',\n 'own',\n 'rather',\n 'said',\n 'say',\n 'says',\n 'she',\n 'should',\n 'since',\n 'so',\n 'some',\n 'than',\n 'that',\n 'the',\n 'their',\n 'them',\n 'then',\n 'there',\n 'these',\n 'they',\n 'this',\n 'tis',\n 'to',\n 'too',\n 'twas',\n 'us',\n 'wants',\n 'was',\n 'we',\n 'were',\n 'what',\n 'when',\n 'where',\n 'which',\n 'while',\n 'who',\n 'whom',\n 'why',\n 'will',\n 'with',\n 'would',\n 'yet',\n 'you',\n 'your'\n])\n\nlunr.Pipeline.registerFunction(lunr.stopWordFilter, 'stopWordFilter')\n/*!\n * lunr.trimmer\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.trimmer is a pipeline function for trimming non word\n * characters from the beginning and end of tokens before they\n * enter the index.\n *\n * This implementation may not work correctly for non latin\n * characters and should either be removed or adapted for use\n * with languages with non-latin characters.\n *\n * @static\n * @implements {lunr.PipelineFunction}\n * @param {lunr.Token} token The token to pass through the filter\n * @returns {lunr.Token}\n * @see lunr.Pipeline\n */\nlunr.trimmer = function (token) {\n return token.update(function (s) {\n return s.replace(/^\\W+/, '').replace(/\\W+$/, '')\n })\n}\n\nlunr.Pipeline.registerFunction(lunr.trimmer, 'trimmer')\n/*!\n * lunr.TokenSet\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A token set is used to store the unique list of all tokens\n * within an index. Token sets are also used to represent an\n * incoming query to the index, this query token set and index\n * token set are then intersected to find which tokens to look\n * up in the inverted index.\n *\n * A token set can hold multiple tokens, as in the case of the\n * index token set, or it can hold a single token as in the\n * case of a simple query token set.\n *\n * Additionally token sets are used to perform wildcard matching.\n * Leading, contained and trailing wildcards are supported, and\n * from this edit distance matching can also be provided.\n *\n * Token sets are implemented as a minimal finite state automata,\n * where both common prefixes and suffixes are shared between tokens.\n * This helps to reduce the space used for storing the token set.\n *\n * @constructor\n */\nlunr.TokenSet = function () {\n this.final = false\n this.edges = {}\n this.id = lunr.TokenSet._nextId\n lunr.TokenSet._nextId += 1\n}\n\n/**\n * Keeps track of the next, auto increment, identifier to assign\n * to a new tokenSet.\n *\n * TokenSets require a unique identifier to be correctly minimised.\n *\n * @private\n */\nlunr.TokenSet._nextId = 1\n\n/**\n * Creates a TokenSet instance from the given sorted array of words.\n *\n * @param {String[]} arr - A sorted array of strings to create the set from.\n * @returns {lunr.TokenSet}\n * @throws Will throw an error if the input array is not sorted.\n */\nlunr.TokenSet.fromArray = function (arr) {\n var builder = new lunr.TokenSet.Builder\n\n for (var i = 0, len = arr.length; i < len; i++) {\n builder.insert(arr[i])\n }\n\n builder.finish()\n return builder.root\n}\n\n/**\n * Creates a token set from a query clause.\n *\n * @private\n * @param {Object} clause - A single clause from lunr.Query.\n * @param {string} clause.term - The query clause term.\n * @param {number} [clause.editDistance] - The optional edit distance for the term.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.fromClause = function (clause) {\n if ('editDistance' in clause) {\n return lunr.TokenSet.fromFuzzyString(clause.term, clause.editDistance)\n } else {\n return lunr.TokenSet.fromString(clause.term)\n }\n}\n\n/**\n * Creates a token set representing a single string with a specified\n * edit distance.\n *\n * Insertions, deletions, substitutions and transpositions are each\n * treated as an edit distance of 1.\n *\n * Increasing the allowed edit distance will have a dramatic impact\n * on the performance of both creating and intersecting these TokenSets.\n * It is advised to keep the edit distance less than 3.\n *\n * @param {string} str - The string to create the token set from.\n * @param {number} editDistance - The allowed edit distance to match.\n * @returns {lunr.Vector}\n */\nlunr.TokenSet.fromFuzzyString = function (str, editDistance) {\n var root = new lunr.TokenSet\n\n var stack = [{\n node: root,\n editsRemaining: editDistance,\n str: str\n }]\n\n while (stack.length) {\n var frame = stack.pop()\n\n // no edit\n if (frame.str.length > 0) {\n var char = frame.str.charAt(0),\n noEditNode\n\n if (char in frame.node.edges) {\n noEditNode = frame.node.edges[char]\n } else {\n noEditNode = new lunr.TokenSet\n frame.node.edges[char] = noEditNode\n }\n\n if (frame.str.length == 1) {\n noEditNode.final = true\n }\n\n stack.push({\n node: noEditNode,\n editsRemaining: frame.editsRemaining,\n str: frame.str.slice(1)\n })\n }\n\n if (frame.editsRemaining == 0) {\n continue\n }\n\n // insertion\n if (\"*\" in frame.node.edges) {\n var insertionNode = frame.node.edges[\"*\"]\n } else {\n var insertionNode = new lunr.TokenSet\n frame.node.edges[\"*\"] = insertionNode\n }\n\n if (frame.str.length == 0) {\n insertionNode.final = true\n }\n\n stack.push({\n node: insertionNode,\n editsRemaining: frame.editsRemaining - 1,\n str: frame.str\n })\n\n // deletion\n // can only do a deletion if we have enough edits remaining\n // and if there are characters left to delete in the string\n if (frame.str.length > 1) {\n stack.push({\n node: frame.node,\n editsRemaining: frame.editsRemaining - 1,\n str: frame.str.slice(1)\n })\n }\n\n // deletion\n // just removing the last character from the str\n if (frame.str.length == 1) {\n frame.node.final = true\n }\n\n // substitution\n // can only do a substitution if we have enough edits remaining\n // and if there are characters left to substitute\n if (frame.str.length >= 1) {\n if (\"*\" in frame.node.edges) {\n var substitutionNode = frame.node.edges[\"*\"]\n } else {\n var substitutionNode = new lunr.TokenSet\n frame.node.edges[\"*\"] = substitutionNode\n }\n\n if (frame.str.length == 1) {\n substitutionNode.final = true\n }\n\n stack.push({\n node: substitutionNode,\n editsRemaining: frame.editsRemaining - 1,\n str: frame.str.slice(1)\n })\n }\n\n // transposition\n // can only do a transposition if there are edits remaining\n // and there are enough characters to transpose\n if (frame.str.length > 1) {\n var charA = frame.str.charAt(0),\n charB = frame.str.charAt(1),\n transposeNode\n\n if (charB in frame.node.edges) {\n transposeNode = frame.node.edges[charB]\n } else {\n transposeNode = new lunr.TokenSet\n frame.node.edges[charB] = transposeNode\n }\n\n if (frame.str.length == 1) {\n transposeNode.final = true\n }\n\n stack.push({\n node: transposeNode,\n editsRemaining: frame.editsRemaining - 1,\n str: charA + frame.str.slice(2)\n })\n }\n }\n\n return root\n}\n\n/**\n * Creates a TokenSet from a string.\n *\n * The string may contain one or more wildcard characters (*)\n * that will allow wildcard matching when intersecting with\n * another TokenSet.\n *\n * @param {string} str - The string to create a TokenSet from.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.fromString = function (str) {\n var node = new lunr.TokenSet,\n root = node\n\n /*\n * Iterates through all characters within the passed string\n * appending a node for each character.\n *\n * When a wildcard character is found then a self\n * referencing edge is introduced to continually match\n * any number of any characters.\n */\n for (var i = 0, len = str.length; i < len; i++) {\n var char = str[i],\n final = (i == len - 1)\n\n if (char == \"*\") {\n node.edges[char] = node\n node.final = final\n\n } else {\n var next = new lunr.TokenSet\n next.final = final\n\n node.edges[char] = next\n node = next\n }\n }\n\n return root\n}\n\n/**\n * Converts this TokenSet into an array of strings\n * contained within the TokenSet.\n *\n * This is not intended to be used on a TokenSet that\n * contains wildcards, in these cases the results are\n * undefined and are likely to cause an infinite loop.\n *\n * @returns {string[]}\n */\nlunr.TokenSet.prototype.toArray = function () {\n var words = []\n\n var stack = [{\n prefix: \"\",\n node: this\n }]\n\n while (stack.length) {\n var frame = stack.pop(),\n edges = Object.keys(frame.node.edges),\n len = edges.length\n\n if (frame.node.final) {\n /* In Safari, at this point the prefix is sometimes corrupted, see:\n * https://github.com/olivernn/lunr.js/issues/279 Calling any\n * String.prototype method forces Safari to \"cast\" this string to what\n * it's supposed to be, fixing the bug. */\n frame.prefix.charAt(0)\n words.push(frame.prefix)\n }\n\n for (var i = 0; i < len; i++) {\n var edge = edges[i]\n\n stack.push({\n prefix: frame.prefix.concat(edge),\n node: frame.node.edges[edge]\n })\n }\n }\n\n return words\n}\n\n/**\n * Generates a string representation of a TokenSet.\n *\n * This is intended to allow TokenSets to be used as keys\n * in objects, largely to aid the construction and minimisation\n * of a TokenSet. As such it is not designed to be a human\n * friendly representation of the TokenSet.\n *\n * @returns {string}\n */\nlunr.TokenSet.prototype.toString = function () {\n // NOTE: Using Object.keys here as this.edges is very likely\n // to enter 'hash-mode' with many keys being added\n //\n // avoiding a for-in loop here as it leads to the function\n // being de-optimised (at least in V8). From some simple\n // benchmarks the performance is comparable, but allowing\n // V8 to optimize may mean easy performance wins in the future.\n\n if (this._str) {\n return this._str\n }\n\n var str = this.final ? '1' : '0',\n labels = Object.keys(this.edges).sort(),\n len = labels.length\n\n for (var i = 0; i < len; i++) {\n var label = labels[i],\n node = this.edges[label]\n\n str = str + label + node.id\n }\n\n return str\n}\n\n/**\n * Returns a new TokenSet that is the intersection of\n * this TokenSet and the passed TokenSet.\n *\n * This intersection will take into account any wildcards\n * contained within the TokenSet.\n *\n * @param {lunr.TokenSet} b - An other TokenSet to intersect with.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.prototype.intersect = function (b) {\n var output = new lunr.TokenSet,\n frame = undefined\n\n var stack = [{\n qNode: b,\n output: output,\n node: this\n }]\n\n while (stack.length) {\n frame = stack.pop()\n\n // NOTE: As with the #toString method, we are using\n // Object.keys and a for loop instead of a for-in loop\n // as both of these objects enter 'hash' mode, causing\n // the function to be de-optimised in V8\n var qEdges = Object.keys(frame.qNode.edges),\n qLen = qEdges.length,\n nEdges = Object.keys(frame.node.edges),\n nLen = nEdges.length\n\n for (var q = 0; q < qLen; q++) {\n var qEdge = qEdges[q]\n\n for (var n = 0; n < nLen; n++) {\n var nEdge = nEdges[n]\n\n if (nEdge == qEdge || qEdge == '*') {\n var node = frame.node.edges[nEdge],\n qNode = frame.qNode.edges[qEdge],\n final = node.final && qNode.final,\n next = undefined\n\n if (nEdge in frame.output.edges) {\n // an edge already exists for this character\n // no need to create a new node, just set the finality\n // bit unless this node is already final\n next = frame.output.edges[nEdge]\n next.final = next.final || final\n\n } else {\n // no edge exists yet, must create one\n // set the finality bit and insert it\n // into the output\n next = new lunr.TokenSet\n next.final = final\n frame.output.edges[nEdge] = next\n }\n\n stack.push({\n qNode: qNode,\n output: next,\n node: node\n })\n }\n }\n }\n }\n\n return output\n}\nlunr.TokenSet.Builder = function () {\n this.previousWord = \"\"\n this.root = new lunr.TokenSet\n this.uncheckedNodes = []\n this.minimizedNodes = {}\n}\n\nlunr.TokenSet.Builder.prototype.insert = function (word) {\n var node,\n commonPrefix = 0\n\n if (word < this.previousWord) {\n throw new Error (\"Out of order word insertion\")\n }\n\n for (var i = 0; i < word.length && i < this.previousWord.length; i++) {\n if (word[i] != this.previousWord[i]) break\n commonPrefix++\n }\n\n this.minimize(commonPrefix)\n\n if (this.uncheckedNodes.length == 0) {\n node = this.root\n } else {\n node = this.uncheckedNodes[this.uncheckedNodes.length - 1].child\n }\n\n for (var i = commonPrefix; i < word.length; i++) {\n var nextNode = new lunr.TokenSet,\n char = word[i]\n\n node.edges[char] = nextNode\n\n this.uncheckedNodes.push({\n parent: node,\n char: char,\n child: nextNode\n })\n\n node = nextNode\n }\n\n node.final = true\n this.previousWord = word\n}\n\nlunr.TokenSet.Builder.prototype.finish = function () {\n this.minimize(0)\n}\n\nlunr.TokenSet.Builder.prototype.minimize = function (downTo) {\n for (var i = this.uncheckedNodes.length - 1; i >= downTo; i--) {\n var node = this.uncheckedNodes[i],\n childKey = node.child.toString()\n\n if (childKey in this.minimizedNodes) {\n node.parent.edges[node.char] = this.minimizedNodes[childKey]\n } else {\n // Cache the key for this node since\n // we know it can't change anymore\n node.child._str = childKey\n\n this.minimizedNodes[childKey] = node.child\n }\n\n this.uncheckedNodes.pop()\n }\n}\n/*!\n * lunr.Index\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * An index contains the built index of all documents and provides a query interface\n * to the index.\n *\n * Usually instances of lunr.Index will not be created using this constructor, instead\n * lunr.Builder should be used to construct new indexes, or lunr.Index.load should be\n * used to load previously built and serialized indexes.\n *\n * @constructor\n * @param {Object} attrs - The attributes of the built search index.\n * @param {Object} attrs.invertedIndex - An index of term/field to document reference.\n * @param {Object} attrs.fieldVectors - Field vectors\n * @param {lunr.TokenSet} attrs.tokenSet - An set of all corpus tokens.\n * @param {string[]} attrs.fields - The names of indexed document fields.\n * @param {lunr.Pipeline} attrs.pipeline - The pipeline to use for search terms.\n */\nlunr.Index = function (attrs) {\n this.invertedIndex = attrs.invertedIndex\n this.fieldVectors = attrs.fieldVectors\n this.tokenSet = attrs.tokenSet\n this.fields = attrs.fields\n this.pipeline = attrs.pipeline\n}\n\n/**\n * A result contains details of a document matching a search query.\n * @typedef {Object} lunr.Index~Result\n * @property {string} ref - The reference of the document this result represents.\n * @property {number} score - A number between 0 and 1 representing how similar this document is to the query.\n * @property {lunr.MatchData} matchData - Contains metadata about this match including which term(s) caused the match.\n */\n\n/**\n * Although lunr provides the ability to create queries using lunr.Query, it also provides a simple\n * query language which itself is parsed into an instance of lunr.Query.\n *\n * For programmatically building queries it is advised to directly use lunr.Query, the query language\n * is best used for human entered text rather than program generated text.\n *\n * At its simplest queries can just be a single term, e.g. `hello`, multiple terms are also supported\n * and will be combined with OR, e.g `hello world` will match documents that contain either 'hello'\n * or 'world', though those that contain both will rank higher in the results.\n *\n * Wildcards can be included in terms to match one or more unspecified characters, these wildcards can\n * be inserted anywhere within the term, and more than one wildcard can exist in a single term. Adding\n * wildcards will increase the number of documents that will be found but can also have a negative\n * impact on query performance, especially with wildcards at the beginning of a term.\n *\n * Terms can be restricted to specific fields, e.g. `title:hello`, only documents with the term\n * hello in the title field will match this query. Using a field not present in the index will lead\n * to an error being thrown.\n *\n * Modifiers can also be added to terms, lunr supports edit distance and boost modifiers on terms. A term\n * boost will make documents matching that term score higher, e.g. `foo^5`. Edit distance is also supported\n * to provide fuzzy matching, e.g. 'hello~2' will match documents with hello with an edit distance of 2.\n * Avoid large values for edit distance to improve query performance.\n *\n * Each term also supports a presence modifier. By default a term's presence in document is optional, however\n * this can be changed to either required or prohibited. For a term's presence to be required in a document the\n * term should be prefixed with a '+', e.g. `+foo bar` is a search for documents that must contain 'foo' and\n * optionally contain 'bar'. Conversely a leading '-' sets the terms presence to prohibited, i.e. it must not\n * appear in a document, e.g. `-foo bar` is a search for documents that do not contain 'foo' but may contain 'bar'.\n *\n * To escape special characters the backslash character '\\' can be used, this allows searches to include\n * characters that would normally be considered modifiers, e.g. `foo\\~2` will search for a term \"foo~2\" instead\n * of attempting to apply a boost of 2 to the search term \"foo\".\n *\n * @typedef {string} lunr.Index~QueryString\n * @example Simple single term query\n * hello\n * @example Multiple term query\n * hello world\n * @example term scoped to a field\n * title:hello\n * @example term with a boost of 10\n * hello^10\n * @example term with an edit distance of 2\n * hello~2\n * @example terms with presence modifiers\n * -foo +bar baz\n */\n\n/**\n * Performs a search against the index using lunr query syntax.\n *\n * Results will be returned sorted by their score, the most relevant results\n * will be returned first. For details on how the score is calculated, please see\n * the {@link https://lunrjs.com/guides/searching.html#scoring|guide}.\n *\n * For more programmatic querying use lunr.Index#query.\n *\n * @param {lunr.Index~QueryString} queryString - A string containing a lunr query.\n * @throws {lunr.QueryParseError} If the passed query string cannot be parsed.\n * @returns {lunr.Index~Result[]}\n */\nlunr.Index.prototype.search = function (queryString) {\n return this.query(function (query) {\n var parser = new lunr.QueryParser(queryString, query)\n parser.parse()\n })\n}\n\n/**\n * A query builder callback provides a query object to be used to express\n * the query to perform on the index.\n *\n * @callback lunr.Index~queryBuilder\n * @param {lunr.Query} query - The query object to build up.\n * @this lunr.Query\n */\n\n/**\n * Performs a query against the index using the yielded lunr.Query object.\n *\n * If performing programmatic queries against the index, this method is preferred\n * over lunr.Index#search so as to avoid the additional query parsing overhead.\n *\n * A query object is yielded to the supplied function which should be used to\n * express the query to be run against the index.\n *\n * Note that although this function takes a callback parameter it is _not_ an\n * asynchronous operation, the callback is just yielded a query object to be\n * customized.\n *\n * @param {lunr.Index~queryBuilder} fn - A function that is used to build the query.\n * @returns {lunr.Index~Result[]}\n */\nlunr.Index.prototype.query = function (fn) {\n // for each query clause\n // * process terms\n // * expand terms from token set\n // * find matching documents and metadata\n // * get document vectors\n // * score documents\n\n var query = new lunr.Query(this.fields),\n matchingFields = Object.create(null),\n queryVectors = Object.create(null),\n termFieldCache = Object.create(null),\n requiredMatches = Object.create(null),\n prohibitedMatches = Object.create(null)\n\n /*\n * To support field level boosts a query vector is created per\n * field. An empty vector is eagerly created to support negated\n * queries.\n */\n for (var i = 0; i < this.fields.length; i++) {\n queryVectors[this.fields[i]] = new lunr.Vector\n }\n\n fn.call(query, query)\n\n for (var i = 0; i < query.clauses.length; i++) {\n /*\n * Unless the pipeline has been disabled for this term, which is\n * the case for terms with wildcards, we need to pass the clause\n * term through the search pipeline. A pipeline returns an array\n * of processed terms. Pipeline functions may expand the passed\n * term, which means we may end up performing multiple index lookups\n * for a single query term.\n */\n var clause = query.clauses[i],\n terms = null,\n clauseMatches = lunr.Set.empty\n\n if (clause.usePipeline) {\n terms = this.pipeline.runString(clause.term, {\n fields: clause.fields\n })\n } else {\n terms = [clause.term]\n }\n\n for (var m = 0; m < terms.length; m++) {\n var term = terms[m]\n\n /*\n * Each term returned from the pipeline needs to use the same query\n * clause object, e.g. the same boost and or edit distance. The\n * simplest way to do this is to re-use the clause object but mutate\n * its term property.\n */\n clause.term = term\n\n /*\n * From the term in the clause we create a token set which will then\n * be used to intersect the indexes token set to get a list of terms\n * to lookup in the inverted index\n */\n var termTokenSet = lunr.TokenSet.fromClause(clause),\n expandedTerms = this.tokenSet.intersect(termTokenSet).toArray()\n\n /*\n * If a term marked as required does not exist in the tokenSet it is\n * impossible for the search to return any matches. We set all the field\n * scoped required matches set to empty and stop examining any further\n * clauses.\n */\n if (expandedTerms.length === 0 && clause.presence === lunr.Query.presence.REQUIRED) {\n for (var k = 0; k < clause.fields.length; k++) {\n var field = clause.fields[k]\n requiredMatches[field] = lunr.Set.empty\n }\n\n break\n }\n\n for (var j = 0; j < expandedTerms.length; j++) {\n /*\n * For each term get the posting and termIndex, this is required for\n * building the query vector.\n */\n var expandedTerm = expandedTerms[j],\n posting = this.invertedIndex[expandedTerm],\n termIndex = posting._index\n\n for (var k = 0; k < clause.fields.length; k++) {\n /*\n * For each field that this query term is scoped by (by default\n * all fields are in scope) we need to get all the document refs\n * that have this term in that field.\n *\n * The posting is the entry in the invertedIndex for the matching\n * term from above.\n */\n var field = clause.fields[k],\n fieldPosting = posting[field],\n matchingDocumentRefs = Object.keys(fieldPosting),\n termField = expandedTerm + \"/\" + field,\n matchingDocumentsSet = new lunr.Set(matchingDocumentRefs)\n\n /*\n * if the presence of this term is required ensure that the matching\n * documents are added to the set of required matches for this clause.\n *\n */\n if (clause.presence == lunr.Query.presence.REQUIRED) {\n clauseMatches = clauseMatches.union(matchingDocumentsSet)\n\n if (requiredMatches[field] === undefined) {\n requiredMatches[field] = lunr.Set.complete\n }\n }\n\n /*\n * if the presence of this term is prohibited ensure that the matching\n * documents are added to the set of prohibited matches for this field,\n * creating that set if it does not yet exist.\n */\n if (clause.presence == lunr.Query.presence.PROHIBITED) {\n if (prohibitedMatches[field] === undefined) {\n prohibitedMatches[field] = lunr.Set.empty\n }\n\n prohibitedMatches[field] = prohibitedMatches[field].union(matchingDocumentsSet)\n\n /*\n * Prohibited matches should not be part of the query vector used for\n * similarity scoring and no metadata should be extracted so we continue\n * to the next field\n */\n continue\n }\n\n /*\n * The query field vector is populated using the termIndex found for\n * the term and a unit value with the appropriate boost applied.\n * Using upsert because there could already be an entry in the vector\n * for the term we are working with. In that case we just add the scores\n * together.\n */\n queryVectors[field].upsert(termIndex, clause.boost, function (a, b) { return a + b })\n\n /**\n * If we've already seen this term, field combo then we've already collected\n * the matching documents and metadata, no need to go through all that again\n */\n if (termFieldCache[termField]) {\n continue\n }\n\n for (var l = 0; l < matchingDocumentRefs.length; l++) {\n /*\n * All metadata for this term/field/document triple\n * are then extracted and collected into an instance\n * of lunr.MatchData ready to be returned in the query\n * results\n */\n var matchingDocumentRef = matchingDocumentRefs[l],\n matchingFieldRef = new lunr.FieldRef (matchingDocumentRef, field),\n metadata = fieldPosting[matchingDocumentRef],\n fieldMatch\n\n if ((fieldMatch = matchingFields[matchingFieldRef]) === undefined) {\n matchingFields[matchingFieldRef] = new lunr.MatchData (expandedTerm, field, metadata)\n } else {\n fieldMatch.add(expandedTerm, field, metadata)\n }\n\n }\n\n termFieldCache[termField] = true\n }\n }\n }\n\n /**\n * If the presence was required we need to update the requiredMatches field sets.\n * We do this after all fields for the term have collected their matches because\n * the clause terms presence is required in _any_ of the fields not _all_ of the\n * fields.\n */\n if (clause.presence === lunr.Query.presence.REQUIRED) {\n for (var k = 0; k < clause.fields.length; k++) {\n var field = clause.fields[k]\n requiredMatches[field] = requiredMatches[field].intersect(clauseMatches)\n }\n }\n }\n\n /**\n * Need to combine the field scoped required and prohibited\n * matching documents into a global set of required and prohibited\n * matches\n */\n var allRequiredMatches = lunr.Set.complete,\n allProhibitedMatches = lunr.Set.empty\n\n for (var i = 0; i < this.fields.length; i++) {\n var field = this.fields[i]\n\n if (requiredMatches[field]) {\n allRequiredMatches = allRequiredMatches.intersect(requiredMatches[field])\n }\n\n if (prohibitedMatches[field]) {\n allProhibitedMatches = allProhibitedMatches.union(prohibitedMatches[field])\n }\n }\n\n var matchingFieldRefs = Object.keys(matchingFields),\n results = [],\n matches = Object.create(null)\n\n /*\n * If the query is negated (contains only prohibited terms)\n * we need to get _all_ fieldRefs currently existing in the\n * index. This is only done when we know that the query is\n * entirely prohibited terms to avoid any cost of getting all\n * fieldRefs unnecessarily.\n *\n * Additionally, blank MatchData must be created to correctly\n * populate the results.\n */\n if (query.isNegated()) {\n matchingFieldRefs = Object.keys(this.fieldVectors)\n\n for (var i = 0; i < matchingFieldRefs.length; i++) {\n var matchingFieldRef = matchingFieldRefs[i]\n var fieldRef = lunr.FieldRef.fromString(matchingFieldRef)\n matchingFields[matchingFieldRef] = new lunr.MatchData\n }\n }\n\n for (var i = 0; i < matchingFieldRefs.length; i++) {\n /*\n * Currently we have document fields that match the query, but we\n * need to return documents. The matchData and scores are combined\n * from multiple fields belonging to the same document.\n *\n * Scores are calculated by field, using the query vectors created\n * above, and combined into a final document score using addition.\n */\n var fieldRef = lunr.FieldRef.fromString(matchingFieldRefs[i]),\n docRef = fieldRef.docRef\n\n if (!allRequiredMatches.contains(docRef)) {\n continue\n }\n\n if (allProhibitedMatches.contains(docRef)) {\n continue\n }\n\n var fieldVector = this.fieldVectors[fieldRef],\n score = queryVectors[fieldRef.fieldName].similarity(fieldVector),\n docMatch\n\n if ((docMatch = matches[docRef]) !== undefined) {\n docMatch.score += score\n docMatch.matchData.combine(matchingFields[fieldRef])\n } else {\n var match = {\n ref: docRef,\n score: score,\n matchData: matchingFields[fieldRef]\n }\n matches[docRef] = match\n results.push(match)\n }\n }\n\n /*\n * Sort the results objects by score, highest first.\n */\n return results.sort(function (a, b) {\n return b.score - a.score\n })\n}\n\n/**\n * Prepares the index for JSON serialization.\n *\n * The schema for this JSON blob will be described in a\n * separate JSON schema file.\n *\n * @returns {Object}\n */\nlunr.Index.prototype.toJSON = function () {\n var invertedIndex = Object.keys(this.invertedIndex)\n .sort()\n .map(function (term) {\n return [term, this.invertedIndex[term]]\n }, this)\n\n var fieldVectors = Object.keys(this.fieldVectors)\n .map(function (ref) {\n return [ref, this.fieldVectors[ref].toJSON()]\n }, this)\n\n return {\n version: lunr.version,\n fields: this.fields,\n fieldVectors: fieldVectors,\n invertedIndex: invertedIndex,\n pipeline: this.pipeline.toJSON()\n }\n}\n\n/**\n * Loads a previously serialized lunr.Index\n *\n * @param {Object} serializedIndex - A previously serialized lunr.Index\n * @returns {lunr.Index}\n */\nlunr.Index.load = function (serializedIndex) {\n var attrs = {},\n fieldVectors = {},\n serializedVectors = serializedIndex.fieldVectors,\n invertedIndex = Object.create(null),\n serializedInvertedIndex = serializedIndex.invertedIndex,\n tokenSetBuilder = new lunr.TokenSet.Builder,\n pipeline = lunr.Pipeline.load(serializedIndex.pipeline)\n\n if (serializedIndex.version != lunr.version) {\n lunr.utils.warn(\"Version mismatch when loading serialised index. Current version of lunr '\" + lunr.version + \"' does not match serialized index '\" + serializedIndex.version + \"'\")\n }\n\n for (var i = 0; i < serializedVectors.length; i++) {\n var tuple = serializedVectors[i],\n ref = tuple[0],\n elements = tuple[1]\n\n fieldVectors[ref] = new lunr.Vector(elements)\n }\n\n for (var i = 0; i < serializedInvertedIndex.length; i++) {\n var tuple = serializedInvertedIndex[i],\n term = tuple[0],\n posting = tuple[1]\n\n tokenSetBuilder.insert(term)\n invertedIndex[term] = posting\n }\n\n tokenSetBuilder.finish()\n\n attrs.fields = serializedIndex.fields\n\n attrs.fieldVectors = fieldVectors\n attrs.invertedIndex = invertedIndex\n attrs.tokenSet = tokenSetBuilder.root\n attrs.pipeline = pipeline\n\n return new lunr.Index(attrs)\n}\n/*!\n * lunr.Builder\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.Builder performs indexing on a set of documents and\n * returns instances of lunr.Index ready for querying.\n *\n * All configuration of the index is done via the builder, the\n * fields to index, the document reference, the text processing\n * pipeline and document scoring parameters are all set on the\n * builder before indexing.\n *\n * @constructor\n * @property {string} _ref - Internal reference to the document reference field.\n * @property {string[]} _fields - Internal reference to the document fields to index.\n * @property {object} invertedIndex - The inverted index maps terms to document fields.\n * @property {object} documentTermFrequencies - Keeps track of document term frequencies.\n * @property {object} documentLengths - Keeps track of the length of documents added to the index.\n * @property {lunr.tokenizer} tokenizer - Function for splitting strings into tokens for indexing.\n * @property {lunr.Pipeline} pipeline - The pipeline performs text processing on tokens before indexing.\n * @property {lunr.Pipeline} searchPipeline - A pipeline for processing search terms before querying the index.\n * @property {number} documentCount - Keeps track of the total number of documents indexed.\n * @property {number} _b - A parameter to control field length normalization, setting this to 0 disabled normalization, 1 fully normalizes field lengths, the default value is 0.75.\n * @property {number} _k1 - A parameter to control how quickly an increase in term frequency results in term frequency saturation, the default value is 1.2.\n * @property {number} termIndex - A counter incremented for each unique term, used to identify a terms position in the vector space.\n * @property {array} metadataWhitelist - A list of metadata keys that have been whitelisted for entry in the index.\n */\nlunr.Builder = function () {\n this._ref = \"id\"\n this._fields = Object.create(null)\n this._documents = Object.create(null)\n this.invertedIndex = Object.create(null)\n this.fieldTermFrequencies = {}\n this.fieldLengths = {}\n this.tokenizer = lunr.tokenizer\n this.pipeline = new lunr.Pipeline\n this.searchPipeline = new lunr.Pipeline\n this.documentCount = 0\n this._b = 0.75\n this._k1 = 1.2\n this.termIndex = 0\n this.metadataWhitelist = []\n}\n\n/**\n * Sets the document field used as the document reference. Every document must have this field.\n * The type of this field in the document should be a string, if it is not a string it will be\n * coerced into a string by calling toString.\n *\n * The default ref is 'id'.\n *\n * The ref should _not_ be changed during indexing, it should be set before any documents are\n * added to the index. Changing it during indexing can lead to inconsistent results.\n *\n * @param {string} ref - The name of the reference field in the document.\n */\nlunr.Builder.prototype.ref = function (ref) {\n this._ref = ref\n}\n\n/**\n * A function that is used to extract a field from a document.\n *\n * Lunr expects a field to be at the top level of a document, if however the field\n * is deeply nested within a document an extractor function can be used to extract\n * the right field for indexing.\n *\n * @callback fieldExtractor\n * @param {object} doc - The document being added to the index.\n * @returns {?(string|object|object[])} obj - The object that will be indexed for this field.\n * @example Extracting a nested field\n * function (doc) { return doc.nested.field }\n */\n\n/**\n * Adds a field to the list of document fields that will be indexed. Every document being\n * indexed should have this field. Null values for this field in indexed documents will\n * not cause errors but will limit the chance of that document being retrieved by searches.\n *\n * All fields should be added before adding documents to the index. Adding fields after\n * a document has been indexed will have no effect on already indexed documents.\n *\n * Fields can be boosted at build time. This allows terms within that field to have more\n * importance when ranking search results. Use a field boost to specify that matches within\n * one field are more important than other fields.\n *\n * @param {string} fieldName - The name of a field to index in all documents.\n * @param {object} attributes - Optional attributes associated with this field.\n * @param {number} [attributes.boost=1] - Boost applied to all terms within this field.\n * @param {fieldExtractor} [attributes.extractor] - Function to extract a field from a document.\n * @throws {RangeError} fieldName cannot contain unsupported characters '/'\n */\nlunr.Builder.prototype.field = function (fieldName, attributes) {\n if (/\\//.test(fieldName)) {\n throw new RangeError (\"Field '\" + fieldName + \"' contains illegal character '/'\")\n }\n\n this._fields[fieldName] = attributes || {}\n}\n\n/**\n * A parameter to tune the amount of field length normalisation that is applied when\n * calculating relevance scores. A value of 0 will completely disable any normalisation\n * and a value of 1 will fully normalise field lengths. The default is 0.75. Values of b\n * will be clamped to the range 0 - 1.\n *\n * @param {number} number - The value to set for this tuning parameter.\n */\nlunr.Builder.prototype.b = function (number) {\n if (number < 0) {\n this._b = 0\n } else if (number > 1) {\n this._b = 1\n } else {\n this._b = number\n }\n}\n\n/**\n * A parameter that controls the speed at which a rise in term frequency results in term\n * frequency saturation. The default value is 1.2. Setting this to a higher value will give\n * slower saturation levels, a lower value will result in quicker saturation.\n *\n * @param {number} number - The value to set for this tuning parameter.\n */\nlunr.Builder.prototype.k1 = function (number) {\n this._k1 = number\n}\n\n/**\n * Adds a document to the index.\n *\n * Before adding fields to the index the index should have been fully setup, with the document\n * ref and all fields to index already having been specified.\n *\n * The document must have a field name as specified by the ref (by default this is 'id') and\n * it should have all fields defined for indexing, though null or undefined values will not\n * cause errors.\n *\n * Entire documents can be boosted at build time. Applying a boost to a document indicates that\n * this document should rank higher in search results than other documents.\n *\n * @param {object} doc - The document to add to the index.\n * @param {object} attributes - Optional attributes associated with this document.\n * @param {number} [attributes.boost=1] - Boost applied to all terms within this document.\n */\nlunr.Builder.prototype.add = function (doc, attributes) {\n var docRef = doc[this._ref],\n fields = Object.keys(this._fields)\n\n this._documents[docRef] = attributes || {}\n this.documentCount += 1\n\n for (var i = 0; i < fields.length; i++) {\n var fieldName = fields[i],\n extractor = this._fields[fieldName].extractor,\n field = extractor ? extractor(doc) : doc[fieldName],\n tokens = this.tokenizer(field, {\n fields: [fieldName]\n }),\n terms = this.pipeline.run(tokens),\n fieldRef = new lunr.FieldRef (docRef, fieldName),\n fieldTerms = Object.create(null)\n\n this.fieldTermFrequencies[fieldRef] = fieldTerms\n this.fieldLengths[fieldRef] = 0\n\n // store the length of this field for this document\n this.fieldLengths[fieldRef] += terms.length\n\n // calculate term frequencies for this field\n for (var j = 0; j < terms.length; j++) {\n var term = terms[j]\n\n if (fieldTerms[term] == undefined) {\n fieldTerms[term] = 0\n }\n\n fieldTerms[term] += 1\n\n // add to inverted index\n // create an initial posting if one doesn't exist\n if (this.invertedIndex[term] == undefined) {\n var posting = Object.create(null)\n posting[\"_index\"] = this.termIndex\n this.termIndex += 1\n\n for (var k = 0; k < fields.length; k++) {\n posting[fields[k]] = Object.create(null)\n }\n\n this.invertedIndex[term] = posting\n }\n\n // add an entry for this term/fieldName/docRef to the invertedIndex\n if (this.invertedIndex[term][fieldName][docRef] == undefined) {\n this.invertedIndex[term][fieldName][docRef] = Object.create(null)\n }\n\n // store all whitelisted metadata about this token in the\n // inverted index\n for (var l = 0; l < this.metadataWhitelist.length; l++) {\n var metadataKey = this.metadataWhitelist[l],\n metadata = term.metadata[metadataKey]\n\n if (this.invertedIndex[term][fieldName][docRef][metadataKey] == undefined) {\n this.invertedIndex[term][fieldName][docRef][metadataKey] = []\n }\n\n this.invertedIndex[term][fieldName][docRef][metadataKey].push(metadata)\n }\n }\n\n }\n}\n\n/**\n * Calculates the average document length for this index\n *\n * @private\n */\nlunr.Builder.prototype.calculateAverageFieldLengths = function () {\n\n var fieldRefs = Object.keys(this.fieldLengths),\n numberOfFields = fieldRefs.length,\n accumulator = {},\n documentsWithField = {}\n\n for (var i = 0; i < numberOfFields; i++) {\n var fieldRef = lunr.FieldRef.fromString(fieldRefs[i]),\n field = fieldRef.fieldName\n\n documentsWithField[field] || (documentsWithField[field] = 0)\n documentsWithField[field] += 1\n\n accumulator[field] || (accumulator[field] = 0)\n accumulator[field] += this.fieldLengths[fieldRef]\n }\n\n var fields = Object.keys(this._fields)\n\n for (var i = 0; i < fields.length; i++) {\n var fieldName = fields[i]\n accumulator[fieldName] = accumulator[fieldName] / documentsWithField[fieldName]\n }\n\n this.averageFieldLength = accumulator\n}\n\n/**\n * Builds a vector space model of every document using lunr.Vector\n *\n * @private\n */\nlunr.Builder.prototype.createFieldVectors = function () {\n var fieldVectors = {},\n fieldRefs = Object.keys(this.fieldTermFrequencies),\n fieldRefsLength = fieldRefs.length,\n termIdfCache = Object.create(null)\n\n for (var i = 0; i < fieldRefsLength; i++) {\n var fieldRef = lunr.FieldRef.fromString(fieldRefs[i]),\n fieldName = fieldRef.fieldName,\n fieldLength = this.fieldLengths[fieldRef],\n fieldVector = new lunr.Vector,\n termFrequencies = this.fieldTermFrequencies[fieldRef],\n terms = Object.keys(termFrequencies),\n termsLength = terms.length\n\n\n var fieldBoost = this._fields[fieldName].boost || 1,\n docBoost = this._documents[fieldRef.docRef].boost || 1\n\n for (var j = 0; j < termsLength; j++) {\n var term = terms[j],\n tf = termFrequencies[term],\n termIndex = this.invertedIndex[term]._index,\n idf, score, scoreWithPrecision\n\n if (termIdfCache[term] === undefined) {\n idf = lunr.idf(this.invertedIndex[term], this.documentCount)\n termIdfCache[term] = idf\n } else {\n idf = termIdfCache[term]\n }\n\n score = idf * ((this._k1 + 1) * tf) / (this._k1 * (1 - this._b + this._b * (fieldLength / this.averageFieldLength[fieldName])) + tf)\n score *= fieldBoost\n score *= docBoost\n scoreWithPrecision = Math.round(score * 1000) / 1000\n // Converts 1.23456789 to 1.234.\n // Reducing the precision so that the vectors take up less\n // space when serialised. Doing it now so that they behave\n // the same before and after serialisation. Also, this is\n // the fastest approach to reducing a number's precision in\n // JavaScript.\n\n fieldVector.insert(termIndex, scoreWithPrecision)\n }\n\n fieldVectors[fieldRef] = fieldVector\n }\n\n this.fieldVectors = fieldVectors\n}\n\n/**\n * Creates a token set of all tokens in the index using lunr.TokenSet\n *\n * @private\n */\nlunr.Builder.prototype.createTokenSet = function () {\n this.tokenSet = lunr.TokenSet.fromArray(\n Object.keys(this.invertedIndex).sort()\n )\n}\n\n/**\n * Builds the index, creating an instance of lunr.Index.\n *\n * This completes the indexing process and should only be called\n * once all documents have been added to the index.\n *\n * @returns {lunr.Index}\n */\nlunr.Builder.prototype.build = function () {\n this.calculateAverageFieldLengths()\n this.createFieldVectors()\n this.createTokenSet()\n\n return new lunr.Index({\n invertedIndex: this.invertedIndex,\n fieldVectors: this.fieldVectors,\n tokenSet: this.tokenSet,\n fields: Object.keys(this._fields),\n pipeline: this.searchPipeline\n })\n}\n\n/**\n * Applies a plugin to the index builder.\n *\n * A plugin is a function that is called with the index builder as its context.\n * Plugins can be used to customise or extend the behaviour of the index\n * in some way. A plugin is just a function, that encapsulated the custom\n * behaviour that should be applied when building the index.\n *\n * The plugin function will be called with the index builder as its argument, additional\n * arguments can also be passed when calling use. The function will be called\n * with the index builder as its context.\n *\n * @param {Function} plugin The plugin to apply.\n */\nlunr.Builder.prototype.use = function (fn) {\n var args = Array.prototype.slice.call(arguments, 1)\n args.unshift(this)\n fn.apply(this, args)\n}\n/**\n * Contains and collects metadata about a matching document.\n * A single instance of lunr.MatchData is returned as part of every\n * lunr.Index~Result.\n *\n * @constructor\n * @param {string} term - The term this match data is associated with\n * @param {string} field - The field in which the term was found\n * @param {object} metadata - The metadata recorded about this term in this field\n * @property {object} metadata - A cloned collection of metadata associated with this document.\n * @see {@link lunr.Index~Result}\n */\nlunr.MatchData = function (term, field, metadata) {\n var clonedMetadata = Object.create(null),\n metadataKeys = Object.keys(metadata || {})\n\n // Cloning the metadata to prevent the original\n // being mutated during match data combination.\n // Metadata is kept in an array within the inverted\n // index so cloning the data can be done with\n // Array#slice\n for (var i = 0; i < metadataKeys.length; i++) {\n var key = metadataKeys[i]\n clonedMetadata[key] = metadata[key].slice()\n }\n\n this.metadata = Object.create(null)\n\n if (term !== undefined) {\n this.metadata[term] = Object.create(null)\n this.metadata[term][field] = clonedMetadata\n }\n}\n\n/**\n * An instance of lunr.MatchData will be created for every term that matches a\n * document. However only one instance is required in a lunr.Index~Result. This\n * method combines metadata from another instance of lunr.MatchData with this\n * objects metadata.\n *\n * @param {lunr.MatchData} otherMatchData - Another instance of match data to merge with this one.\n * @see {@link lunr.Index~Result}\n */\nlunr.MatchData.prototype.combine = function (otherMatchData) {\n var terms = Object.keys(otherMatchData.metadata)\n\n for (var i = 0; i < terms.length; i++) {\n var term = terms[i],\n fields = Object.keys(otherMatchData.metadata[term])\n\n if (this.metadata[term] == undefined) {\n this.metadata[term] = Object.create(null)\n }\n\n for (var j = 0; j < fields.length; j++) {\n var field = fields[j],\n keys = Object.keys(otherMatchData.metadata[term][field])\n\n if (this.metadata[term][field] == undefined) {\n this.metadata[term][field] = Object.create(null)\n }\n\n for (var k = 0; k < keys.length; k++) {\n var key = keys[k]\n\n if (this.metadata[term][field][key] == undefined) {\n this.metadata[term][field][key] = otherMatchData.metadata[term][field][key]\n } else {\n this.metadata[term][field][key] = this.metadata[term][field][key].concat(otherMatchData.metadata[term][field][key])\n }\n\n }\n }\n }\n}\n\n/**\n * Add metadata for a term/field pair to this instance of match data.\n *\n * @param {string} term - The term this match data is associated with\n * @param {string} field - The field in which the term was found\n * @param {object} metadata - The metadata recorded about this term in this field\n */\nlunr.MatchData.prototype.add = function (term, field, metadata) {\n if (!(term in this.metadata)) {\n this.metadata[term] = Object.create(null)\n this.metadata[term][field] = metadata\n return\n }\n\n if (!(field in this.metadata[term])) {\n this.metadata[term][field] = metadata\n return\n }\n\n var metadataKeys = Object.keys(metadata)\n\n for (var i = 0; i < metadataKeys.length; i++) {\n var key = metadataKeys[i]\n\n if (key in this.metadata[term][field]) {\n this.metadata[term][field][key] = this.metadata[term][field][key].concat(metadata[key])\n } else {\n this.metadata[term][field][key] = metadata[key]\n }\n }\n}\n/**\n * A lunr.Query provides a programmatic way of defining queries to be performed\n * against a {@link lunr.Index}.\n *\n * Prefer constructing a lunr.Query using the {@link lunr.Index#query} method\n * so the query object is pre-initialized with the right index fields.\n *\n * @constructor\n * @property {lunr.Query~Clause[]} clauses - An array of query clauses.\n * @property {string[]} allFields - An array of all available fields in a lunr.Index.\n */\nlunr.Query = function (allFields) {\n this.clauses = []\n this.allFields = allFields\n}\n\n/**\n * Constants for indicating what kind of automatic wildcard insertion will be used when constructing a query clause.\n *\n * This allows wildcards to be added to the beginning and end of a term without having to manually do any string\n * concatenation.\n *\n * The wildcard constants can be bitwise combined to select both leading and trailing wildcards.\n *\n * @constant\n * @default\n * @property {number} wildcard.NONE - The term will have no wildcards inserted, this is the default behaviour\n * @property {number} wildcard.LEADING - Prepend the term with a wildcard, unless a leading wildcard already exists\n * @property {number} wildcard.TRAILING - Append a wildcard to the term, unless a trailing wildcard already exists\n * @see lunr.Query~Clause\n * @see lunr.Query#clause\n * @see lunr.Query#term\n * @example query term with trailing wildcard\n * query.term('foo', { wildcard: lunr.Query.wildcard.TRAILING })\n * @example query term with leading and trailing wildcard\n * query.term('foo', {\n * wildcard: lunr.Query.wildcard.LEADING | lunr.Query.wildcard.TRAILING\n * })\n */\n\nlunr.Query.wildcard = new String (\"*\")\nlunr.Query.wildcard.NONE = 0\nlunr.Query.wildcard.LEADING = 1\nlunr.Query.wildcard.TRAILING = 2\n\n/**\n * Constants for indicating what kind of presence a term must have in matching documents.\n *\n * @constant\n * @enum {number}\n * @see lunr.Query~Clause\n * @see lunr.Query#clause\n * @see lunr.Query#term\n * @example query term with required presence\n * query.term('foo', { presence: lunr.Query.presence.REQUIRED })\n */\nlunr.Query.presence = {\n /**\n * Term's presence in a document is optional, this is the default value.\n */\n OPTIONAL: 1,\n\n /**\n * Term's presence in a document is required, documents that do not contain\n * this term will not be returned.\n */\n REQUIRED: 2,\n\n /**\n * Term's presence in a document is prohibited, documents that do contain\n * this term will not be returned.\n */\n PROHIBITED: 3\n}\n\n/**\n * A single clause in a {@link lunr.Query} contains a term and details on how to\n * match that term against a {@link lunr.Index}.\n *\n * @typedef {Object} lunr.Query~Clause\n * @property {string[]} fields - The fields in an index this clause should be matched against.\n * @property {number} [boost=1] - Any boost that should be applied when matching this clause.\n * @property {number} [editDistance] - Whether the term should have fuzzy matching applied, and how fuzzy the match should be.\n * @property {boolean} [usePipeline] - Whether the term should be passed through the search pipeline.\n * @property {number} [wildcard=lunr.Query.wildcard.NONE] - Whether the term should have wildcards appended or prepended.\n * @property {number} [presence=lunr.Query.presence.OPTIONAL] - The terms presence in any matching documents.\n */\n\n/**\n * Adds a {@link lunr.Query~Clause} to this query.\n *\n * Unless the clause contains the fields to be matched all fields will be matched. In addition\n * a default boost of 1 is applied to the clause.\n *\n * @param {lunr.Query~Clause} clause - The clause to add to this query.\n * @see lunr.Query~Clause\n * @returns {lunr.Query}\n */\nlunr.Query.prototype.clause = function (clause) {\n if (!('fields' in clause)) {\n clause.fields = this.allFields\n }\n\n if (!('boost' in clause)) {\n clause.boost = 1\n }\n\n if (!('usePipeline' in clause)) {\n clause.usePipeline = true\n }\n\n if (!('wildcard' in clause)) {\n clause.wildcard = lunr.Query.wildcard.NONE\n }\n\n if ((clause.wildcard & lunr.Query.wildcard.LEADING) && (clause.term.charAt(0) != lunr.Query.wildcard)) {\n clause.term = \"*\" + clause.term\n }\n\n if ((clause.wildcard & lunr.Query.wildcard.TRAILING) && (clause.term.slice(-1) != lunr.Query.wildcard)) {\n clause.term = \"\" + clause.term + \"*\"\n }\n\n if (!('presence' in clause)) {\n clause.presence = lunr.Query.presence.OPTIONAL\n }\n\n this.clauses.push(clause)\n\n return this\n}\n\n/**\n * A negated query is one in which every clause has a presence of\n * prohibited. These queries require some special processing to return\n * the expected results.\n *\n * @returns boolean\n */\nlunr.Query.prototype.isNegated = function () {\n for (var i = 0; i < this.clauses.length; i++) {\n if (this.clauses[i].presence != lunr.Query.presence.PROHIBITED) {\n return false\n }\n }\n\n return true\n}\n\n/**\n * Adds a term to the current query, under the covers this will create a {@link lunr.Query~Clause}\n * to the list of clauses that make up this query.\n *\n * The term is used as is, i.e. no tokenization will be performed by this method. Instead conversion\n * to a token or token-like string should be done before calling this method.\n *\n * The term will be converted to a string by calling `toString`. Multiple terms can be passed as an\n * array, each term in the array will share the same options.\n *\n * @param {object|object[]} term - The term(s) to add to the query.\n * @param {object} [options] - Any additional properties to add to the query clause.\n * @returns {lunr.Query}\n * @see lunr.Query#clause\n * @see lunr.Query~Clause\n * @example adding a single term to a query\n * query.term(\"foo\")\n * @example adding a single term to a query and specifying search fields, term boost and automatic trailing wildcard\n * query.term(\"foo\", {\n * fields: [\"title\"],\n * boost: 10,\n * wildcard: lunr.Query.wildcard.TRAILING\n * })\n * @example using lunr.tokenizer to convert a string to tokens before using them as terms\n * query.term(lunr.tokenizer(\"foo bar\"))\n */\nlunr.Query.prototype.term = function (term, options) {\n if (Array.isArray(term)) {\n term.forEach(function (t) { this.term(t, lunr.utils.clone(options)) }, this)\n return this\n }\n\n var clause = options || {}\n clause.term = term.toString()\n\n this.clause(clause)\n\n return this\n}\nlunr.QueryParseError = function (message, start, end) {\n this.name = \"QueryParseError\"\n this.message = message\n this.start = start\n this.end = end\n}\n\nlunr.QueryParseError.prototype = new Error\nlunr.QueryLexer = function (str) {\n this.lexemes = []\n this.str = str\n this.length = str.length\n this.pos = 0\n this.start = 0\n this.escapeCharPositions = []\n}\n\nlunr.QueryLexer.prototype.run = function () {\n var state = lunr.QueryLexer.lexText\n\n while (state) {\n state = state(this)\n }\n}\n\nlunr.QueryLexer.prototype.sliceString = function () {\n var subSlices = [],\n sliceStart = this.start,\n sliceEnd = this.pos\n\n for (var i = 0; i < this.escapeCharPositions.length; i++) {\n sliceEnd = this.escapeCharPositions[i]\n subSlices.push(this.str.slice(sliceStart, sliceEnd))\n sliceStart = sliceEnd + 1\n }\n\n subSlices.push(this.str.slice(sliceStart, this.pos))\n this.escapeCharPositions.length = 0\n\n return subSlices.join('')\n}\n\nlunr.QueryLexer.prototype.emit = function (type) {\n this.lexemes.push({\n type: type,\n str: this.sliceString(),\n start: this.start,\n end: this.pos\n })\n\n this.start = this.pos\n}\n\nlunr.QueryLexer.prototype.escapeCharacter = function () {\n this.escapeCharPositions.push(this.pos - 1)\n this.pos += 1\n}\n\nlunr.QueryLexer.prototype.next = function () {\n if (this.pos >= this.length) {\n return lunr.QueryLexer.EOS\n }\n\n var char = this.str.charAt(this.pos)\n this.pos += 1\n return char\n}\n\nlunr.QueryLexer.prototype.width = function () {\n return this.pos - this.start\n}\n\nlunr.QueryLexer.prototype.ignore = function () {\n if (this.start == this.pos) {\n this.pos += 1\n }\n\n this.start = this.pos\n}\n\nlunr.QueryLexer.prototype.backup = function () {\n this.pos -= 1\n}\n\nlunr.QueryLexer.prototype.acceptDigitRun = function () {\n var char, charCode\n\n do {\n char = this.next()\n charCode = char.charCodeAt(0)\n } while (charCode > 47 && charCode < 58)\n\n if (char != lunr.QueryLexer.EOS) {\n this.backup()\n }\n}\n\nlunr.QueryLexer.prototype.more = function () {\n return this.pos < this.length\n}\n\nlunr.QueryLexer.EOS = 'EOS'\nlunr.QueryLexer.FIELD = 'FIELD'\nlunr.QueryLexer.TERM = 'TERM'\nlunr.QueryLexer.EDIT_DISTANCE = 'EDIT_DISTANCE'\nlunr.QueryLexer.BOOST = 'BOOST'\nlunr.QueryLexer.PRESENCE = 'PRESENCE'\n\nlunr.QueryLexer.lexField = function (lexer) {\n lexer.backup()\n lexer.emit(lunr.QueryLexer.FIELD)\n lexer.ignore()\n return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexTerm = function (lexer) {\n if (lexer.width() > 1) {\n lexer.backup()\n lexer.emit(lunr.QueryLexer.TERM)\n }\n\n lexer.ignore()\n\n if (lexer.more()) {\n return lunr.QueryLexer.lexText\n }\n}\n\nlunr.QueryLexer.lexEditDistance = function (lexer) {\n lexer.ignore()\n lexer.acceptDigitRun()\n lexer.emit(lunr.QueryLexer.EDIT_DISTANCE)\n return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexBoost = function (lexer) {\n lexer.ignore()\n lexer.acceptDigitRun()\n lexer.emit(lunr.QueryLexer.BOOST)\n return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexEOS = function (lexer) {\n if (lexer.width() > 0) {\n lexer.emit(lunr.QueryLexer.TERM)\n }\n}\n\n// This matches the separator used when tokenising fields\n// within a document. These should match otherwise it is\n// not possible to search for some tokens within a document.\n//\n// It is possible for the user to change the separator on the\n// tokenizer so it _might_ clash with any other of the special\n// characters already used within the search string, e.g. :.\n//\n// This means that it is possible to change the separator in\n// such a way that makes some words unsearchable using a search\n// string.\nlunr.QueryLexer.termSeparator = lunr.tokenizer.separator\n\nlunr.QueryLexer.lexText = function (lexer) {\n while (true) {\n var char = lexer.next()\n\n if (char == lunr.QueryLexer.EOS) {\n return lunr.QueryLexer.lexEOS\n }\n\n // Escape character is '\\'\n if (char.charCodeAt(0) == 92) {\n lexer.escapeCharacter()\n continue\n }\n\n if (char == \":\") {\n return lunr.QueryLexer.lexField\n }\n\n if (char == \"~\") {\n lexer.backup()\n if (lexer.width() > 0) {\n lexer.emit(lunr.QueryLexer.TERM)\n }\n return lunr.QueryLexer.lexEditDistance\n }\n\n if (char == \"^\") {\n lexer.backup()\n if (lexer.width() > 0) {\n lexer.emit(lunr.QueryLexer.TERM)\n }\n return lunr.QueryLexer.lexBoost\n }\n\n // \"+\" indicates term presence is required\n // checking for length to ensure that only\n // leading \"+\" are considered\n if (char == \"+\" && lexer.width() === 1) {\n lexer.emit(lunr.QueryLexer.PRESENCE)\n return lunr.QueryLexer.lexText\n }\n\n // \"-\" indicates term presence is prohibited\n // checking for length to ensure that only\n // leading \"-\" are considered\n if (char == \"-\" && lexer.width() === 1) {\n lexer.emit(lunr.QueryLexer.PRESENCE)\n return lunr.QueryLexer.lexText\n }\n\n if (char.match(lunr.QueryLexer.termSeparator)) {\n return lunr.QueryLexer.lexTerm\n }\n }\n}\n\nlunr.QueryParser = function (str, query) {\n this.lexer = new lunr.QueryLexer (str)\n this.query = query\n this.currentClause = {}\n this.lexemeIdx = 0\n}\n\nlunr.QueryParser.prototype.parse = function () {\n this.lexer.run()\n this.lexemes = this.lexer.lexemes\n\n var state = lunr.QueryParser.parseClause\n\n while (state) {\n state = state(this)\n }\n\n return this.query\n}\n\nlunr.QueryParser.prototype.peekLexeme = function () {\n return this.lexemes[this.lexemeIdx]\n}\n\nlunr.QueryParser.prototype.consumeLexeme = function () {\n var lexeme = this.peekLexeme()\n this.lexemeIdx += 1\n return lexeme\n}\n\nlunr.QueryParser.prototype.nextClause = function () {\n var completedClause = this.currentClause\n this.query.clause(completedClause)\n this.currentClause = {}\n}\n\nlunr.QueryParser.parseClause = function (parser) {\n var lexeme = parser.peekLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n switch (lexeme.type) {\n case lunr.QueryLexer.PRESENCE:\n return lunr.QueryParser.parsePresence\n case lunr.QueryLexer.FIELD:\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.TERM:\n return lunr.QueryParser.parseTerm\n default:\n var errorMessage = \"expected either a field or a term, found \" + lexeme.type\n\n if (lexeme.str.length >= 1) {\n errorMessage += \" with value '\" + lexeme.str + \"'\"\n }\n\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n}\n\nlunr.QueryParser.parsePresence = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n switch (lexeme.str) {\n case \"-\":\n parser.currentClause.presence = lunr.Query.presence.PROHIBITED\n break\n case \"+\":\n parser.currentClause.presence = lunr.Query.presence.REQUIRED\n break\n default:\n var errorMessage = \"unrecognised presence operator'\" + lexeme.str + \"'\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n var errorMessage = \"expecting term or field, found nothing\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.FIELD:\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.TERM:\n return lunr.QueryParser.parseTerm\n default:\n var errorMessage = \"expecting term or field, found '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseField = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n if (parser.query.allFields.indexOf(lexeme.str) == -1) {\n var possibleFields = parser.query.allFields.map(function (f) { return \"'\" + f + \"'\" }).join(', '),\n errorMessage = \"unrecognised field '\" + lexeme.str + \"', possible fields: \" + possibleFields\n\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n parser.currentClause.fields = [lexeme.str]\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n var errorMessage = \"expecting term, found nothing\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n return lunr.QueryParser.parseTerm\n default:\n var errorMessage = \"expecting term, found '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseTerm = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n parser.currentClause.term = lexeme.str.toLowerCase()\n\n if (lexeme.str.indexOf(\"*\") != -1) {\n parser.currentClause.usePipeline = false\n }\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n parser.nextClause()\n return\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n parser.nextClause()\n return lunr.QueryParser.parseTerm\n case lunr.QueryLexer.FIELD:\n parser.nextClause()\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.EDIT_DISTANCE:\n return lunr.QueryParser.parseEditDistance\n case lunr.QueryLexer.BOOST:\n return lunr.QueryParser.parseBoost\n case lunr.QueryLexer.PRESENCE:\n parser.nextClause()\n return lunr.QueryParser.parsePresence\n default:\n var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseEditDistance = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n var editDistance = parseInt(lexeme.str, 10)\n\n if (isNaN(editDistance)) {\n var errorMessage = \"edit distance must be numeric\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n parser.currentClause.editDistance = editDistance\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n parser.nextClause()\n return\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n parser.nextClause()\n return lunr.QueryParser.parseTerm\n case lunr.QueryLexer.FIELD:\n parser.nextClause()\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.EDIT_DISTANCE:\n return lunr.QueryParser.parseEditDistance\n case lunr.QueryLexer.BOOST:\n return lunr.QueryParser.parseBoost\n case lunr.QueryLexer.PRESENCE:\n parser.nextClause()\n return lunr.QueryParser.parsePresence\n default:\n var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\nlunr.QueryParser.parseBoost = function (parser) {\n var lexeme = parser.consumeLexeme()\n\n if (lexeme == undefined) {\n return\n }\n\n var boost = parseInt(lexeme.str, 10)\n\n if (isNaN(boost)) {\n var errorMessage = \"boost must be numeric\"\n throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n }\n\n parser.currentClause.boost = boost\n\n var nextLexeme = parser.peekLexeme()\n\n if (nextLexeme == undefined) {\n parser.nextClause()\n return\n }\n\n switch (nextLexeme.type) {\n case lunr.QueryLexer.TERM:\n parser.nextClause()\n return lunr.QueryParser.parseTerm\n case lunr.QueryLexer.FIELD:\n parser.nextClause()\n return lunr.QueryParser.parseField\n case lunr.QueryLexer.EDIT_DISTANCE:\n return lunr.QueryParser.parseEditDistance\n case lunr.QueryLexer.BOOST:\n return lunr.QueryParser.parseBoost\n case lunr.QueryLexer.PRESENCE:\n parser.nextClause()\n return lunr.QueryParser.parsePresence\n default:\n var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n }\n}\n\n /**\n * export the module via AMD, CommonJS or as a browser global\n * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js\n */\n ;(function (root, factory) {\n if (typeof define === 'function' && define.amd) {\n // AMD. Register as an anonymous module.\n define(factory)\n } else if (typeof exports === 'object') {\n /**\n * Node. Does not work with strict CommonJS, but\n * only CommonJS-like enviroments that support module.exports,\n * like Node.\n */\n module.exports = factory()\n } else {\n // Browser globals (root is window)\n root.lunr = factory()\n }\n }(this, function () {\n /**\n * Just return a value to define the module export.\n * This example returns an object, but the module\n * can return a function as the exported value.\n */\n return lunr\n }))\n})();\n", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n var str = '' + string;\n var match = matchHtmlRegExp.exec(str);\n\n if (!match) {\n return str;\n }\n\n var escape;\n var html = '';\n var index = 0;\n var lastIndex = 0;\n\n for (index = match.index; index < str.length; index++) {\n switch (str.charCodeAt(index)) {\n case 34: // \"\n escape = '"';\n break;\n case 38: // &\n escape = '&';\n break;\n case 39: // '\n escape = ''';\n break;\n case 60: // <\n escape = '<';\n break;\n case 62: // >\n escape = '>';\n break;\n default:\n continue;\n }\n\n if (lastIndex !== index) {\n html += str.substring(lastIndex, index);\n }\n\n lastIndex = index + 1;\n html += escape;\n }\n\n return lastIndex !== index\n ? html + str.substring(lastIndex, index)\n : html;\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport lunr from \"lunr\"\n\nimport \"~/polyfills\"\n\nimport { Search, SearchIndexConfig } from \"../../_\"\nimport {\n SearchMessage,\n SearchMessageType\n} from \"../message\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Add support for usage with `iframe-worker` polyfill\n *\n * While `importScripts` is synchronous when executed inside of a web worker,\n * it's not possible to provide a synchronous polyfilled implementation. The\n * cool thing is that awaiting a non-Promise is a noop, so extending the type\n * definition to return a `Promise` shouldn't break anything.\n *\n * @see https://bit.ly/2PjDnXi - GitHub comment\n */\ndeclare global {\n function importScripts(...urls: string[]): Promise | void\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nlet index: Search\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch (= import) multi-language support through `lunr-languages`\n *\n * This function automatically imports the stemmers necessary to process the\n * languages, which are defined through the search index configuration.\n *\n * If the worker runs inside of an `iframe` (when using `iframe-worker` as\n * a shim), the base URL for the stemmers to be loaded must be determined by\n * searching for the first `script` element with a `src` attribute, which will\n * contain the contents of this script.\n *\n * @param config - Search index configuration\n *\n * @returns Promise resolving with no result\n */\nasync function setupSearchLanguages(\n config: SearchIndexConfig\n): Promise {\n let base = \"../lunr\"\n\n /* Detect `iframe-worker` and fix base URL */\n if (typeof parent !== \"undefined\" && \"IFrameWorker\" in parent) {\n const worker = document.querySelector(\"script[src]\")!\n const [path] = worker.src.split(\"/worker\")\n\n /* Prefix base with path */\n base = base.replace(\"..\", path)\n }\n\n /* Add scripts for languages */\n const scripts = []\n for (const lang of config.lang) {\n switch (lang) {\n\n /* Add segmenter for Japanese */\n case \"ja\":\n scripts.push(`${base}/tinyseg.js`)\n break\n\n /* Add segmenter for Hindi and Thai */\n case \"hi\":\n case \"th\":\n scripts.push(`${base}/wordcut.js`)\n break\n }\n\n /* Add language support */\n if (lang !== \"en\")\n scripts.push(`${base}/min/lunr.${lang}.min.js`)\n }\n\n /* Add multi-language support */\n if (config.lang.length > 1)\n scripts.push(`${base}/min/lunr.multi.min.js`)\n\n /* Load scripts synchronously */\n if (scripts.length)\n await importScripts(\n `${base}/min/lunr.stemmer.support.min.js`,\n ...scripts\n )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Message handler\n *\n * @param message - Source message\n *\n * @returns Target message\n */\nexport async function handler(\n message: SearchMessage\n): Promise {\n switch (message.type) {\n\n /* Search setup message */\n case SearchMessageType.SETUP:\n await setupSearchLanguages(message.data.config)\n index = new Search(message.data)\n return {\n type: SearchMessageType.READY\n }\n\n /* Search query message */\n case SearchMessageType.QUERY:\n return {\n type: SearchMessageType.RESULT,\n data: index ? index.search(message.data) : { items: [] }\n }\n\n /* All other messages */\n default:\n throw new TypeError(\"Invalid message type\")\n }\n}\n\n/* ----------------------------------------------------------------------------\n * Worker\n * ------------------------------------------------------------------------- */\n\n/* @ts-expect-error - expose Lunr.js in global scope, or stemmers won't work */\nself.lunr = lunr\n\n/* Handle messages */\naddEventListener(\"message\", async ev => {\n postMessage(await handler(ev.data))\n})\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Polyfills\n * ------------------------------------------------------------------------- */\n\n/* Polyfill `Object.entries` */\nif (!Object.entries)\n Object.entries = function (obj: object) {\n const data: [string, string][] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n data.push([key, obj[key]])\n\n /* Return entries */\n return data\n }\n\n/* Polyfill `Object.values` */\nif (!Object.values)\n Object.values = function (obj: object) {\n const data: string[] = []\n for (const key of Object.keys(obj))\n // @ts-expect-error - ignore property access warning\n data.push(obj[key])\n\n /* Return values */\n return data\n }\n\n/* ------------------------------------------------------------------------- */\n\n/* Polyfills for `Element` */\nif (typeof Element !== \"undefined\") {\n\n /* Polyfill `Element.scrollTo` */\n if (!Element.prototype.scrollTo)\n Element.prototype.scrollTo = function (\n x?: ScrollToOptions | number, y?: number\n ): void {\n if (typeof x === \"object\") {\n this.scrollLeft = x.left!\n this.scrollTop = x.top!\n } else {\n this.scrollLeft = x!\n this.scrollTop = y!\n }\n }\n\n /* Polyfill `Element.replaceWith` */\n if (!Element.prototype.replaceWith)\n Element.prototype.replaceWith = function (\n ...nodes: Array\n ): void {\n const parent = this.parentNode\n if (parent) {\n if (nodes.length === 0)\n parent.removeChild(this)\n\n /* Replace children and create text nodes */\n for (let i = nodes.length - 1; i >= 0; i--) {\n let node = nodes[i]\n if (typeof node !== \"object\")\n node = document.createTextNode(node)\n else if (node.parentNode)\n node.parentNode.removeChild(node)\n\n /* Replace child or insert before previous sibling */\n if (!i)\n parent.replaceChild(node, this)\n else\n parent.insertBefore(this.previousSibling!, node)\n }\n }\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexDocument } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search document\n */\nexport interface SearchDocument extends SearchIndexDocument {\n parent?: SearchIndexDocument /* Parent article */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search document mapping\n */\nexport type SearchDocumentMap = Map\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search document mapping\n *\n * @param docs - Search index documents\n *\n * @returns Search document map\n */\nexport function setupSearchDocumentMap(\n docs: SearchIndexDocument[]\n): SearchDocumentMap {\n const documents = new Map()\n const parents = new Set()\n for (const doc of docs) {\n const [path, hash] = doc.location.split(\"#\")\n\n /* Extract location, title and tags */\n const location = doc.location\n const title = doc.title\n const tags = doc.tags\n\n /* Escape and cleanup text */\n const text = escapeHTML(doc.text)\n .replace(/\\s+(?=[,.:;!?])/g, \"\")\n .replace(/\\s+/g, \" \")\n\n /* Handle section */\n if (hash) {\n const parent = documents.get(path)!\n\n /* Ignore first section, override article */\n if (!parents.has(parent)) {\n parent.title = doc.title\n parent.text = text\n\n /* Remember that we processed the article */\n parents.add(parent)\n\n /* Add subsequent section */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n parent\n })\n }\n\n /* Add article */\n } else {\n documents.set(location, {\n location,\n title,\n text,\n ...tags && { tags }\n })\n }\n }\n return documents\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchIndexConfig } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlight function\n *\n * @param value - Value\n *\n * @returns Highlighted value\n */\nexport type SearchHighlightFn = (value: string) => string\n\n/**\n * Search highlight factory function\n *\n * @param query - Query value\n *\n * @returns Search highlight function\n */\nexport type SearchHighlightFactoryFn = (query: string) => SearchHighlightFn\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search highlighter\n *\n * @param config - Search index configuration\n * @param escape - Whether to escape HTML\n *\n * @returns Search highlight factory function\n */\nexport function setupSearchHighlighter(\n config: SearchIndexConfig, escape: boolean\n): SearchHighlightFactoryFn {\n const separator = new RegExp(config.separator, \"img\")\n const highlight = (_: unknown, data: string, term: string) => {\n return `${data}${term}`\n }\n\n /* Return factory function */\n return (query: string) => {\n query = query\n .replace(/[\\s*+\\-:~^]+/g, \" \")\n .trim()\n\n /* Create search term match expression */\n const match = new RegExp(`(^|${config.separator})(${\n query\n .replace(/[|\\\\{}()[\\]^$+*?.-]/g, \"\\\\$&\")\n .replace(separator, \"|\")\n })`, \"img\")\n\n /* Highlight string value */\n return value => (\n escape\n ? escapeHTML(value)\n : value\n )\n .replace(match, highlight)\n .replace(/<\\/mark>(\\s+)]*>/img, \"$1\")\n }\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search query clause\n */\nexport interface SearchQueryClause {\n presence: lunr.Query.presence /* Clause presence */\n term: string /* Clause term */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search query terms\n */\nexport type SearchQueryTerms = Record\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Parse a search query for analysis\n *\n * @param value - Query value\n *\n * @returns Search query clauses\n */\nexport function parseSearchQuery(\n value: string\n): SearchQueryClause[] {\n const query = new (lunr as any).Query([\"title\", \"text\"])\n const parser = new (lunr as any).QueryParser(value, query)\n\n /* Parse and return query clauses */\n parser.parse()\n return query.clauses\n}\n\n/**\n * Analyze the search query clauses in regard to the search terms found\n *\n * @param query - Search query clauses\n * @param terms - Search terms\n *\n * @returns Search query terms\n */\nexport function getSearchQueryTerms(\n query: SearchQueryClause[], terms: string[]\n): SearchQueryTerms {\n const clauses = new Set(query)\n\n /* Match query clauses against terms */\n const result: SearchQueryTerms = {}\n for (let t = 0; t < terms.length; t++)\n for (const clause of clauses)\n if (terms[t].startsWith(clause.term)) {\n result[clause.term] = true\n clauses.delete(clause)\n }\n\n /* Annotate unmatched non-stopword query clauses */\n for (const clause of clauses)\n if (lunr.stopWordFilter?.(clause.term as any))\n result[clause.term] = false\n\n /* Return query terms */\n return result\n}\n", "/*\n * Copyright (c) 2016-2022 Martin Donath \n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n SearchDocument,\n SearchDocumentMap,\n setupSearchDocumentMap\n} from \"../document\"\nimport {\n SearchHighlightFactoryFn,\n setupSearchHighlighter\n} from \"../highlighter\"\nimport { SearchOptions } from \"../options\"\nimport {\n SearchQueryTerms,\n getSearchQueryTerms,\n parseSearchQuery\n} from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index configuration\n */\nexport interface SearchIndexConfig {\n lang: string[] /* Search languages */\n separator: string /* Search separator */\n}\n\n/**\n * Search index document\n */\nexport interface SearchIndexDocument {\n location: string /* Document location */\n title: string /* Document title */\n text: string /* Document text */\n tags?: string[] /* Document tags */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search index\n *\n * This interfaces describes the format of the `search_index.json` file which\n * is automatically built by the MkDocs search plugin.\n */\nexport interface SearchIndex {\n config: SearchIndexConfig /* Search index configuration */\n docs: SearchIndexDocument[] /* Search index documents */\n options: SearchOptions /* Search options */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search metadata\n */\nexport interface SearchMetadata {\n score: number /* Score (relevance) */\n terms: SearchQueryTerms /* Search query terms */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search result document\n */\nexport type SearchResultDocument = SearchDocument & SearchMetadata\n\n/**\n * Search result item\n */\nexport type SearchResultItem = SearchResultDocument[]\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search result\n */\nexport interface SearchResult {\n items: SearchResultItem[] /* Search result items */\n suggestions?: string[] /* Search suggestions */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Compute the difference of two lists of strings\n *\n * @param a - 1st list of strings\n * @param b - 2nd list of strings\n *\n * @returns Difference\n */\nfunction difference(a: string[], b: string[]): string[] {\n const [x, y] = [new Set(a), new Set(b)]\n return [\n ...new Set([...x].filter(value => !y.has(value)))\n ]\n}\n\n/* ----------------------------------------------------------------------------\n * Class\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nexport class Search {\n\n /**\n * Search document mapping\n *\n * A mapping of URLs (including hash fragments) to the actual articles and\n * sections of the documentation. The search document mapping must be created\n * regardless of whether the index was prebuilt or not, as Lunr.js itself\n * only stores the actual index.\n */\n protected documents: SearchDocumentMap\n\n /**\n * Search highlight factory function\n */\n protected highlight: SearchHighlightFactoryFn\n\n /**\n * The underlying Lunr.js search index\n */\n protected index: lunr.Index\n\n /**\n * Search options\n */\n protected options: SearchOptions\n\n /**\n * Create the search integration\n *\n * @param data - Search index\n */\n public constructor({ config, docs, options }: SearchIndex) {\n this.options = options\n\n /* Set up document map and highlighter factory */\n this.documents = setupSearchDocumentMap(docs)\n this.highlight = setupSearchHighlighter(config, false)\n\n /* Set separator for tokenizer */\n lunr.tokenizer.separator = new RegExp(config.separator)\n\n /* Create search index */\n this.index = lunr(function () {\n\n /* Set up multi-language support */\n if (config.lang.length === 1 && config.lang[0] !== \"en\") {\n this.use((lunr as any)[config.lang[0]])\n } else if (config.lang.length > 1) {\n this.use((lunr as any).multiLanguage(...config.lang))\n }\n\n /* Compute functions to be removed from the pipeline */\n const fns = difference([\n \"trimmer\", \"stopWordFilter\", \"stemmer\"\n ], options.pipeline)\n\n /* Remove functions from the pipeline for registered languages */\n for (const lang of config.lang.map(language => (\n language === \"en\" ? lunr : (lunr as any)[language]\n ))) {\n for (const fn of fns) {\n this.pipeline.remove(lang[fn])\n this.searchPipeline.remove(lang[fn])\n }\n }\n\n /* Set up reference */\n this.ref(\"location\")\n\n /* Set up fields */\n this.field(\"title\", { boost: 1e3 })\n this.field(\"text\")\n this.field(\"tags\", { boost: 1e6 })\n\n /* Index documents */\n for (const doc of docs)\n this.add(doc)\n })\n }\n\n /**\n * Search for matching documents\n *\n * The search index which MkDocs provides is divided up into articles, which\n * contain the whole content of the individual pages, and sections, which only\n * contain the contents of the subsections obtained by breaking the individual\n * pages up at `h1` ... `h6`. As there may be many sections on different pages\n * with identical titles (for example within this very project, e.g. \"Usage\"\n * or \"Installation\"), they need to be put into the context of the containing\n * page. For this reason, section results are grouped within their respective\n * articles which are the top-level results that are returned.\n *\n * @param query - Query value\n *\n * @returns Search results\n */\n public search(query: string): SearchResult {\n if (query) {\n try {\n const highlight = this.highlight(query)\n\n /* Parse query to extract clauses for analysis */\n const clauses = parseSearchQuery(query)\n .filter(clause => (\n clause.presence !== lunr.Query.presence.PROHIBITED\n ))\n\n /* Perform search and post-process results */\n const groups = this.index.search(`${query}*`)\n\n /* Apply post-query boosts based on title and search query terms */\n .reduce((item, { ref, score, matchData }) => {\n const document = this.documents.get(ref)\n if (typeof document !== \"undefined\") {\n const { location, title, text, tags, parent } = document\n\n /* Compute and analyze search query terms */\n const terms = getSearchQueryTerms(\n clauses,\n Object.keys(matchData.metadata)\n )\n\n /* Highlight title and text and apply post-query boosts */\n const boost = +!parent + +Object.values(terms).every(t => t)\n item.push({\n location,\n title: highlight(title),\n text: highlight(text),\n ...tags && { tags: tags.map(highlight) },\n score: score * (1 + boost),\n terms\n })\n }\n return item\n }, [])\n\n /* Sort search results again after applying boosts */\n .sort((a, b) => b.score - a.score)\n\n /* Group search results by page */\n .reduce((items, result) => {\n const document = this.documents.get(result.location)\n if (typeof document !== \"undefined\") {\n const ref = \"parent\" in document\n ? document.parent!.location\n : document.location\n items.set(ref, [...items.get(ref) || [], result])\n }\n return items\n }, new Map())\n\n /* Generate search suggestions, if desired */\n let suggestions: string[] | undefined\n if (this.options.suggestions) {\n const titles = this.index.query(builder => {\n for (const clause of clauses)\n builder.term(clause.term, {\n fields: [\"title\"],\n presence: lunr.Query.presence.REQUIRED,\n wildcard: lunr.Query.wildcard.TRAILING\n })\n })\n\n /* Retrieve suggestions for best match */\n suggestions = titles.length\n ? Object.keys(titles[0].matchData.metadata)\n : []\n }\n\n /* Return items and suggestions */\n return {\n items: [...groups.values()],\n ...typeof suggestions !== \"undefined\" && { suggestions }\n }\n\n /* Log errors to console (for now) */\n } catch {\n console.warn(`Invalid query: ${query} \u2013 see https://bit.ly/2s3ChXG`)\n }\n }\n\n /* Return nothing in case of error or empty query */\n return { items: [] }\n }\n}\n"], + "mappings": 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\ No newline at end of file diff --git a/7.3/demos/docs-demo-timeline.js b/7.3/demos/docs-demo-timeline.js new file mode 100755 index 00000000..8b92246a --- /dev/null +++ b/7.3/demos/docs-demo-timeline.js @@ -0,0 +1,52 @@ +function generateDocsDemoTimeline(timeline, setup_timeline) { + let setup; + if (setup_timeline) { + setup = { + timeline: setup_timeline, + }; + } + + const start = { + type: jsPsychHtmlButtonResponse, + stimulus: "", + choices: ["Run demo"], + }; + + let run = 0; + + let trial = { + timeline: timeline, + data: { + run: () => { + return run; + }, + }, + }; + + const show_data = { + type: jsPsychHtmlButtonResponse, + stimulus: ` +

    Trial data:

    + 
    `,
+    on_load: function () {
+      const trial_data = jsPsych.data.get().filter({ run: run }).ignore("run").values();
+      const trial_json = JSON.stringify(trial_data, null, 2);
+      jsPsych.getDisplayElement().querySelector("pre").innerText = trial_json;
+    },
+    choices: ["Repeat demo"],
+  };
+
+  const trial_loop = {
+    timeline: [trial, show_data],
+    loop_function: function () {
+      run++;
+      return true;
+    },
+  };
+
+  if (setup_timeline) {
+    return [setup, start, trial_loop];
+  } else {
+    return [start, trial_loop];
+  }
+}
diff --git a/7.3/demos/docs-demo.css b/7.3/demos/docs-demo.css
new file mode 100755
index 00000000..742a9fe9
--- /dev/null
+++ b/7.3/demos/docs-demo.css
@@ -0,0 +1 @@
+.jspsych-btn {margin-bottom: 10px;}
\ No newline at end of file
diff --git a/7.3/demos/external_page.html b/7.3/demos/external_page.html
new file mode 100755
index 00000000..6f7a5f80
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+++ b/7.3/demos/external_page.html
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diff --git a/7.3/demos/eye-tracking-with-webgazer.html b/7.3/demos/eye-tracking-with-webgazer.html
new file mode 100755
index 00000000..074559e5
--- /dev/null
+++ b/7.3/demos/eye-tracking-with-webgazer.html
@@ -0,0 +1,171 @@
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+    
+    
+    
+    
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+        if ("undefined" != typeof this[a]) return this[a];
+    },
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+    },
+    m = Object.prototype.toString,
+    n = String,
+    o =
+      Array.isArray ||
+      function (a) {
+        return a instanceof Array || "[object Array]" == m.call(a);
+      };
+  (eve = function (a, d) {
+    var e,
+      f = c,
+      g = Array.prototype.slice.call(arguments, 2),
+      h = eve.listeners(a),
+      j = 0,
+      m = [],
+      n = {},
+      o = [],
+      p = b;
+    (o.firstDefined = k), (o.lastDefined = l), (b = a), (c = 0);
+    for (var q = 0, r = h.length; r > q; q++)
+      "zIndex" in h[q] && (m.push(h[q].zIndex), h[q].zIndex < 0 && (n[h[q].zIndex] = h[q]));
+    for (m.sort(i); m[j] < 0; ) if (((e = n[m[j++]]), o.push(e.apply(d, g)), c)) return (c = f), o;
+    for (q = 0; r > q; q++)
+      if (((e = h[q]), "zIndex" in e))
+        if (e.zIndex == m[j]) {
+          if ((o.push(e.apply(d, g)), c)) break;
+          do if ((j++, (e = n[m[j]]), e && o.push(e.apply(d, g)), c)) break;
+          while (e);
+        } else n[e.zIndex] = e;
+      else if ((o.push(e.apply(d, g)), c)) break;
+    return (c = f), (b = p), o;
+  }),
+    (eve._events = j),
+    (eve.listeners = function (a) {
+      var b,
+        c,
+        d,
+        e,
+        g,
+        i,
+        k,
+        l,
+        m = o(a) ? a : a.split(f),
+        n = j,
+        p = [n],
+        q = [];
+      for (e = 0, g = m.length; g > e; e++) {
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+          for (n = p[i].n, c = [n[m[e]], n[h]], d = 2; d--; )
+            (b = c[d]), b && (l.push(b), (q = q.concat(b.f || [])));
+        p = l;
+      }
+      return q;
+    }),
+    (eve.separator = function (a) {
+      a
+        ? ((a = n(a).replace(/(?=[\.\^\]\[\-])/g, "\\")), (a = "[" + a + "]"), (f = new RegExp(a)))
+        : (f = /[\.\/]/);
+    }),
+    (eve.on = function (a, b) {
+      if ("function" != typeof b) return function () {};
+      for (var c = o(a) ? (o(a[0]) ? a : [a]) : n(a).split(g), d = 0, e = c.length; e > d; d++)
+        !(function (a) {
+          for (var c, d = o(a) ? a : n(a).split(f), e = j, g = 0, h = d.length; h > g; g++)
+            (e = e.n), (e = (e.hasOwnProperty(d[g]) && e[d[g]]) || (e[d[g]] = { n: {} }));
+          for (e.f = e.f || [], g = 0, h = e.f.length; h > g; g++)
+            if (e.f[g] == b) {
+              c = !0;
+              break;
+            }
+          !c && e.f.push(b);
+        })(c[d]);
+      return function (a) {
+        +a == +a && (b.zIndex = +a);
+      };
+    }),
+    (eve.f = function (a) {
+      var b = [].slice.call(arguments, 1);
+      return function () {
+        eve.apply(null, [a, null].concat(b).concat([].slice.call(arguments, 0)));
+      };
+    }),
+    (eve.stop = function () {
+      c = 1;
+    }),
+    (eve.nt = function (a) {
+      var c = o(b) ? b.join(".") : b;
+      return a ? new RegExp("(?:\\.|\\/|^)" + a + "(?:\\.|\\/|$)").test(c) : c;
+    }),
+    (eve.nts = function () {
+      return o(b) ? b : b.split(f);
+    }),
+    (eve.off = eve.unbind =
+      function (a, b) {
+        if (!a) return void (eve._events = j = { n: {} });
+        var c = o(a) ? (o(a[0]) ? a : [a]) : n(a).split(g);
+        if (c.length > 1) for (var d = 0, i = c.length; i > d; d++) eve.off(c[d], b);
+        else {
+          c = o(a) ? a : n(a).split(f);
+          var k,
+            l,
+            m,
+            d,
+            i,
+            p,
+            q,
+            r = [j],
+            s = [];
+          for (d = 0, i = c.length; i > d; d++)
+            for (p = 0; p < r.length; p += m.length - 2) {
+              if (((m = [p, 1]), (k = r[p].n), c[d] != h))
+                k[c[d]] && (m.push(k[c[d]]), s.unshift({ n: k, name: c[d] }));
+              else for (l in k) k[e](l) && (m.push(k[l]), s.unshift({ n: k, name: l }));
+              r.splice.apply(r, m);
+            }
+          for (d = 0, i = r.length; i > d; d++)
+            for (k = r[d]; k.n; ) {
+              if (b) {
+                if (k.f) {
+                  for (p = 0, q = k.f.length; q > p; p++)
+                    if (k.f[p] == b) {
+                      k.f.splice(p, 1);
+                      break;
+                    }
+                  !k.f.length && delete k.f;
+                }
+                for (l in k.n)
+                  if (k.n[e](l) && k.n[l].f) {
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+                    for (p = 0, q = t.length; q > p; p++)
+                      if (t[p] == b) {
+                        t.splice(p, 1);
+                        break;
+                      }
+                    !t.length && delete k.n[l].f;
+                  }
+              } else {
+                delete k.f;
+                for (l in k.n) k.n[e](l) && k.n[l].f && delete k.n[l].f;
+              }
+              k = k.n;
+            }
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+            k = s[d];
+            for (l in k.n[k.name].f) continue a;
+            for (l in k.n[k.name].n) continue a;
+            delete k.n[k.name];
+          }
+        }
+      }),
+    (eve.once = function (a, b) {
+      var c = function () {
+        return eve.off(a, c), b.apply(this, arguments);
+      };
+      return eve.on(a, c);
+    }),
+    (eve.version = d),
+    (eve.toString = function () {
+      return "You are running Eve " + d;
+    }),
+    "undefined" != typeof module && module.exports
+      ? (module.exports = eve)
+      : "function" == typeof define && define.amd
+      ? define("eve", [], function () {
+          return eve;
+        })
+      : (a.eve = eve);
+})(this),
+  (function (a, b) {
+    if ("function" == typeof define && define.amd)
+      define(["eve"], function (c) {
+        return b(a, c);
+      });
+    else if ("undefined" != typeof exports) {
+      var c = require("eve");
+      module.exports = b(a, c);
+    } else b(a, a.eve);
+  })(window || this, function (a, b) {
+    var c = (function (b) {
+        var c,
+          d = {},
+          e =
+            a.requestAnimationFrame ||
+            a.webkitRequestAnimationFrame ||
+            a.mozRequestAnimationFrame ||
+            a.oRequestAnimationFrame ||
+            a.msRequestAnimationFrame ||
+            function (a) {
+              return setTimeout(a, 16, new Date().getTime()), !0;
+            },
+          f =
+            Array.isArray ||
+            function (a) {
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+            },
+          g = 0,
+          h = "M" + (+new Date()).toString(36),
+          i = function () {
+            return h + (g++).toString(36);
+          },
+          j =
+            Date.now ||
+            function () {
+              return +new Date();
+            },
+          k = function (a) {
+            var b = this;
+            if (null == a) return b.s;
+            var c = b.s - a;
+            (b.b += b.dur * c), (b.B += b.dur * c), (b.s = a);
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+          l = function (a) {
+            var b = this;
+            return null == a ? b.spd : void (b.spd = a);
+          },
+          m = function (a) {
+            var b = this;
+            return null == a ? b.dur : ((b.s = (b.s * a) / b.dur), void (b.dur = a));
+          },
+          n = function () {
+            var a = this;
+            delete d[a.id], a.update(), b("mina.stop." + a.id, a);
+          },
+          o = function () {
+            var a = this;
+            a.pdif || (delete d[a.id], a.update(), (a.pdif = a.get() - a.b));
+          },
+          p = function () {
+            var a = this;
+            a.pdif && ((a.b = a.get() - a.pdif), delete a.pdif, (d[a.id] = a), r());
+          },
+          q = function () {
+            var a,
+              b = this;
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+                a[c] = +b.start[c] + (b.end[c] - b.start[c]) * b.easing(b.s);
+            } else a = +b.start + (b.end - b.start) * b.easing(b.s);
+            b.set(a);
+          },
+          r = function (a) {
+            if (!a) return void (c || (c = e(r)));
+            var f = 0;
+            for (var g in d)
+              if (d.hasOwnProperty(g)) {
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+                f++,
+                  (h.s = (i - h.b) / (h.dur / h.spd)),
+                  h.s >= 1 &&
+                    (delete d[g],
+                    (h.s = 1),
+                    f--,
+                    (function (a) {
+                      setTimeout(function () {
+                        b("mina.finish." + a.id, a);
+                      });
+                    })(h)),
+                  h.update();
+              }
+            c = f ? e(r) : !1;
+          },
+          s = function (a, b, c, e, f, g, h) {
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+              end: b,
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+              dur: e - c,
+              spd: 1,
+              get: f,
+              set: g,
+              easing: h || s.linear,
+              status: k,
+              speed: l,
+              duration: m,
+              stop: n,
+              pause: o,
+              resume: p,
+              update: q,
+            };
+            d[j.id] = j;
+            var t,
+              u = 0;
+            for (t in d) if (d.hasOwnProperty(t) && (u++, 2 == u)) break;
+            return 1 == u && r(), j;
+          };
+        return (
+          (s.time = j),
+          (s.getById = function (a) {
+            return d[a] || null;
+          }),
+          (s.linear = function (a) {
+            return a;
+          }),
+          (s.easeout = function (a) {
+            return Math.pow(a, 1.7);
+          }),
+          (s.easein = function (a) {
+            return Math.pow(a, 0.48);
+          }),
+          (s.easeinout = function (a) {
+            if (1 == a) return 1;
+            if (0 == a) return 0;
+            var b = 0.48 - a / 1.04,
+              c = Math.sqrt(0.1734 + b * b),
+              d = c - b,
+              e = Math.pow(Math.abs(d), 1 / 3) * (0 > d ? -1 : 1),
+              f = -c - b,
+              g = Math.pow(Math.abs(f), 1 / 3) * (0 > f ? -1 : 1),
+              h = e + g + 0.5;
+            return 3 * (1 - h) * h * h + h * h * h;
+          }),
+          (s.backin = function (a) {
+            if (1 == a) return 1;
+            var b = 1.70158;
+            return a * a * ((b + 1) * a - b);
+          }),
+          (s.backout = function (a) {
+            if (0 == a) return 0;
+            a -= 1;
+            var b = 1.70158;
+            return a * a * ((b + 1) * a + b) + 1;
+          }),
+          (s.elastic = function (a) {
+            return a == !!a
+              ? a
+              : Math.pow(2, -10 * a) * Math.sin(((a - 0.075) * (2 * Math.PI)) / 0.3) + 1;
+          }),
+          (s.bounce = function (a) {
+            var b,
+              c = 7.5625,
+              d = 2.75;
+            return (
+              1 / d > a
+                ? (b = c * a * a)
+                : 2 / d > a
+                ? ((a -= 1.5 / d), (b = c * a * a + 0.75))
+                : 2.5 / d > a
+                ? ((a -= 2.25 / d), (b = c * a * a + 0.9375))
+                : ((a -= 2.625 / d), (b = c * a * a + 0.984375)),
+              b
+            );
+          }),
+          (a.mina = s),
+          s
+        );
+      })("undefined" == typeof b ? function () {} : b),
+      d = (function (a) {
+        function c(a, b) {
+          if (a) {
+            if (a.nodeType) return w(a);
+            if (e(a, "array") && c.set) return c.set.apply(c, a);
+            if (a instanceof s) return a;
+            if (null == b)
+              try {
+                return (a = y.doc.querySelector(String(a))), w(a);
+              } catch (d) {
+                return null;
+              }
+          }
+          return (a = null == a ? "100%" : a), (b = null == b ? "100%" : b), new v(a, b);
+        }
+        function d(a, b) {
+          if (b) {
+            if (
+              ("#text" == a && (a = y.doc.createTextNode(b.text || b["#text"] || "")),
+              "#comment" == a && (a = y.doc.createComment(b.text || b["#text"] || "")),
+              "string" == typeof a && (a = d(a)),
+              "string" == typeof b)
+            )
+              return 1 == a.nodeType
+                ? "xlink:" == b.substring(0, 6)
+                  ? a.getAttributeNS(T, b.substring(6))
+                  : "xml:" == b.substring(0, 4)
+                  ? a.getAttributeNS(U, b.substring(4))
+                  : a.getAttribute(b)
+                : "text" == b
+                ? a.nodeValue
+                : null;
+            if (1 == a.nodeType) {
+              for (var c in b)
+                if (b[z](c)) {
+                  var e = A(b[c]);
+                  e
+                    ? "xlink:" == c.substring(0, 6)
+                      ? a.setAttributeNS(T, c.substring(6), e)
+                      : "xml:" == c.substring(0, 4)
+                      ? a.setAttributeNS(U, c.substring(4), e)
+                      : a.setAttribute(c, e)
+                    : a.removeAttribute(c);
+                }
+            } else "text" in b && (a.nodeValue = b.text);
+          } else a = y.doc.createElementNS(U, a);
+          return a;
+        }
+        function e(a, b) {
+          return (
+            (b = A.prototype.toLowerCase.call(b)),
+            "finite" == b
+              ? isFinite(a)
+              : "array" == b && (a instanceof Array || (Array.isArray && Array.isArray(a)))
+              ? !0
+              : ("null" == b && null === a) ||
+                (b == typeof a && null !== a) ||
+                ("object" == b && a === Object(a)) ||
+                J.call(a).slice(8, -1).toLowerCase() == b
+          );
+        }
+        function f(a) {
+          if ("function" == typeof a || Object(a) !== a) return a;
+          var b = new a.constructor();
+          for (var c in a) a[z](c) && (b[c] = f(a[c]));
+          return b;
+        }
+        function h(a, b) {
+          for (var c = 0, d = a.length; d > c; c++)
+            if (a[c] === b) return a.push(a.splice(c, 1)[0]);
+        }
+        function i(a, b, c) {
+          function d() {
+            var e = Array.prototype.slice.call(arguments, 0),
+              f = e.join("␀"),
+              g = (d.cache = d.cache || {}),
+              i = (d.count = d.count || []);
+            return g[z](f)
+              ? (h(i, f), c ? c(g[f]) : g[f])
+              : (i.length >= 1e3 && delete g[i.shift()],
+                i.push(f),
+                (g[f] = a.apply(b, e)),
+                c ? c(g[f]) : g[f]);
+          }
+          return d;
+        }
+        function j(a, b, c, d, e, f) {
+          if (null == e) {
+            var g = a - c,
+              h = b - d;
+            return g || h ? (180 + (180 * D.atan2(-h, -g)) / H + 360) % 360 : 0;
+          }
+          return j(a, b, e, f) - j(c, d, e, f);
+        }
+        function k(a) {
+          return ((a % 360) * H) / 180;
+        }
+        function l(a) {
+          return ((180 * a) / H) % 360;
+        }
+        function m(a) {
+          var b = [];
+          return (
+            (a = a.replace(/(?:^|\s)(\w+)\(([^)]+)\)/g, function (a, c, d) {
+              return (
+                (d = d.split(/\s*,\s*|\s+/)),
+                "rotate" == c && 1 == d.length && d.push(0, 0),
+                "scale" == c &&
+                  (d.length > 2 ? (d = d.slice(0, 2)) : 2 == d.length && d.push(0, 0),
+                  1 == d.length && d.push(d[0], 0, 0)),
+                "skewX" == c
+                  ? b.push(["m", 1, 0, D.tan(k(d[0])), 1, 0, 0])
+                  : "skewY" == c
+                  ? b.push(["m", 1, D.tan(k(d[0])), 0, 1, 0, 0])
+                  : b.push([c.charAt(0)].concat(d)),
+                a
+              );
+            })),
+            b
+          );
+        }
+        function n(a, b) {
+          var d = aa(a),
+            e = new c.Matrix();
+          if (d)
+            for (var f = 0, g = d.length; g > f; f++) {
+              var h,
+                i,
+                j,
+                k,
+                l,
+                m = d[f],
+                n = m.length,
+                o = A(m[0]).toLowerCase(),
+                p = m[0] != o,
+                q = p ? e.invert() : 0;
+              "t" == o && 2 == n
+                ? e.translate(m[1], 0)
+                : "t" == o && 3 == n
+                ? p
+                  ? ((h = q.x(0, 0)),
+                    (i = q.y(0, 0)),
+                    (j = q.x(m[1], m[2])),
+                    (k = q.y(m[1], m[2])),
+                    e.translate(j - h, k - i))
+                  : e.translate(m[1], m[2])
+                : "r" == o
+                ? 2 == n
+                  ? ((l = l || b), e.rotate(m[1], l.x + l.width / 2, l.y + l.height / 2))
+                  : 4 == n &&
+                    (p
+                      ? ((j = q.x(m[2], m[3])), (k = q.y(m[2], m[3])), e.rotate(m[1], j, k))
+                      : e.rotate(m[1], m[2], m[3]))
+                : "s" == o
+                ? 2 == n || 3 == n
+                  ? ((l = l || b), e.scale(m[1], m[n - 1], l.x + l.width / 2, l.y + l.height / 2))
+                  : 4 == n
+                  ? p
+                    ? ((j = q.x(m[2], m[3])), (k = q.y(m[2], m[3])), e.scale(m[1], m[1], j, k))
+                    : e.scale(m[1], m[1], m[2], m[3])
+                  : 5 == n &&
+                    (p
+                      ? ((j = q.x(m[3], m[4])), (k = q.y(m[3], m[4])), e.scale(m[1], m[2], j, k))
+                      : e.scale(m[1], m[2], m[3], m[4]))
+                : "m" == o && 7 == n && e.add(m[1], m[2], m[3], m[4], m[5], m[6]);
+            }
+          return e;
+        }
+        function o(a) {
+          var b =
+              (a.node.ownerSVGElement && w(a.node.ownerSVGElement)) ||
+              (a.node.parentNode && w(a.node.parentNode)) ||
+              c.select("svg") ||
+              c(0, 0),
+            d = b.select("defs"),
+            e = null == d ? !1 : d.node;
+          return e || (e = u("defs", b.node).node), e;
+        }
+        function p(a) {
+          return (a.node.ownerSVGElement && w(a.node.ownerSVGElement)) || c.select("svg");
+        }
+        function q(a, b, c) {
+          function e(a) {
+            if (null == a) return I;
+            if (a == +a) return a;
+            d(j, { width: a });
+            try {
+              return j.getBBox().width;
+            } catch (b) {
+              return 0;
+            }
+          }
+          function f(a) {
+            if (null == a) return I;
+            if (a == +a) return a;
+            d(j, { height: a });
+            try {
+              return j.getBBox().height;
+            } catch (b) {
+              return 0;
+            }
+          }
+          function g(d, e) {
+            null == b
+              ? (i[d] = e(a.attr(d) || 0))
+              : d == b && (i = e(null == c ? a.attr(d) || 0 : c));
+          }
+          var h = p(a).node,
+            i = {},
+            j = h.querySelector(".svg---mgr");
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+            (j ||
+              ((j = d("rect")),
+              d(j, { x: -9e9, y: -9e9, width: 10, height: 10, class: "svg---mgr", fill: "none" }),
+              h.appendChild(j)),
+            a.type)
+          ) {
+            case "rect":
+              g("rx", e), g("ry", f);
+            case "image":
+              g("width", e), g("height", f);
+            case "text":
+              g("x", e), g("y", f);
+              break;
+            case "circle":
+              g("cx", e), g("cy", f), g("r", e);
+              break;
+            case "ellipse":
+              g("cx", e), g("cy", f), g("rx", e), g("ry", f);
+              break;
+            case "line":
+              g("x1", e), g("x2", e), g("y1", f), g("y2", f);
+              break;
+            case "marker":
+              g("refX", e), g("markerWidth", e), g("refY", f), g("markerHeight", f);
+              break;
+            case "radialGradient":
+              g("fx", e), g("fy", f);
+              break;
+            case "tspan":
+              g("dx", e), g("dy", f);
+              break;
+            default:
+              g(b, e);
+          }
+          return h.removeChild(j), i;
+        }
+        function r(a) {
+          e(a, "array") || (a = Array.prototype.slice.call(arguments, 0));
+          for (var b = 0, c = 0, d = this.node; this[b]; ) delete this[b++];
+          for (b = 0; b < a.length; b++)
+            "set" == a[b].type
+              ? a[b].forEach(function (a) {
+                  d.appendChild(a.node);
+                })
+              : d.appendChild(a[b].node);
+          var f = d.childNodes;
+          for (b = 0; b < f.length; b++) this[c++] = w(f[b]);
+          return this;
+        }
+        function s(a) {
+          if (a.snap in V) return V[a.snap];
+          var b;
+          try {
+            b = a.ownerSVGElement;
+          } catch (c) {}
+          (this.node = a), b && (this.paper = new v(b)), (this.type = a.tagName || a.nodeName);
+          var d = (this.id = S(this));
+          if (
+            ((this.anims = {}),
+            (this._ = { transform: [] }),
+            (a.snap = d),
+            (V[d] = this),
+            "g" == this.type && (this.add = r),
+            this.type in { g: 1, mask: 1, pattern: 1, symbol: 1 })
+          )
+            for (var e in v.prototype) v.prototype[z](e) && (this[e] = v.prototype[e]);
+        }
+        function t(a) {
+          this.node = a;
+        }
+        function u(a, b) {
+          var c = d(a);
+          b.appendChild(c);
+          var e = w(c);
+          return e;
+        }
+        function v(a, b) {
+          var c,
+            e,
+            f,
+            g = v.prototype;
+          if (a && a.tagName && "svg" == a.tagName.toLowerCase()) {
+            if (a.snap in V) return V[a.snap];
+            var h = a.ownerDocument;
+            (c = new s(a)),
+              (e = a.getElementsByTagName("desc")[0]),
+              (f = a.getElementsByTagName("defs")[0]),
+              e ||
+                ((e = d("desc")),
+                e.appendChild(h.createTextNode("Created with Snap")),
+                c.node.appendChild(e)),
+              f || ((f = d("defs")), c.node.appendChild(f)),
+              (c.defs = f);
+            for (var i in g) g[z](i) && (c[i] = g[i]);
+            c.paper = c.root = c;
+          } else
+            (c = u("svg", y.doc.body)), d(c.node, { height: b, version: 1.1, width: a, xmlns: U });
+          return c;
+        }
+        function w(a) {
+          return a
+            ? a instanceof s || a instanceof t
+              ? a
+              : a.tagName && "svg" == a.tagName.toLowerCase()
+              ? new v(a)
+              : a.tagName && "object" == a.tagName.toLowerCase() && "image/svg+xml" == a.type
+              ? new v(a.contentDocument.getElementsByTagName("svg")[0])
+              : new s(a)
+            : a;
+        }
+        function x(a, b) {
+          for (var c = 0, d = a.length; d > c; c++) {
+            var e = { type: a[c].type, attr: a[c].attr() },
+              f = a[c].children();
+            b.push(e), f.length && x(f, (e.childNodes = []));
+          }
+        }
+        (c.version = "0.5.1"),
+          (c.toString = function () {
+            return "Snap v" + this.version;
+          }),
+          (c._ = {});
+        var y = { win: a.window, doc: a.window.document };
+        c._.glob = y;
+        var z = "hasOwnProperty",
+          A = String,
+          B = parseFloat,
+          C = parseInt,
+          D = Math,
+          E = D.max,
+          F = D.min,
+          G = D.abs,
+          H = (D.pow, D.PI),
+          I = (D.round, ""),
+          J = Object.prototype.toString,
+          K =
+            /^\s*((#[a-f\d]{6})|(#[a-f\d]{3})|rgba?\(\s*([\d\.]+%?\s*,\s*[\d\.]+%?\s*,\s*[\d\.]+%?(?:\s*,\s*[\d\.]+%?)?)\s*\)|hsba?\(\s*([\d\.]+(?:deg|\xb0|%)?\s*,\s*[\d\.]+%?\s*,\s*[\d\.]+(?:%?\s*,\s*[\d\.]+)?%?)\s*\)|hsla?\(\s*([\d\.]+(?:deg|\xb0|%)?\s*,\s*[\d\.]+%?\s*,\s*[\d\.]+(?:%?\s*,\s*[\d\.]+)?%?)\s*\))\s*$/i,
+          L = ((c._.separator = /[,\s]+/), /[\s]*,[\s]*/),
+          M = { hs: 1, rg: 1 },
+          N = /([a-z])[\s,]*((-?\d*\.?\d*(?:e[\-+]?\d+)?[\s]*,?[\s]*)+)/gi,
+          O = /([rstm])[\s,]*((-?\d*\.?\d*(?:e[\-+]?\d+)?[\s]*,?[\s]*)+)/gi,
+          P = /(-?\d*\.?\d*(?:e[\-+]?\d+)?)[\s]*,?[\s]*/gi,
+          Q = 0,
+          R = "S" + (+new Date()).toString(36),
+          S = function (a) {
+            return (a && a.type ? a.type : I) + R + (Q++).toString(36);
+          },
+          T = "http://www.w3.org/1999/xlink",
+          U = "http://www.w3.org/2000/svg",
+          V = {};
+        c.url = function (a) {
+          return "url('#" + a + "')";
+        };
+        (c._.$ = d),
+          (c._.id = S),
+          (c.format = (function () {
+            var a = /\{([^\}]+)\}/g,
+              b = /(?:(?:^|\.)(.+?)(?=\[|\.|$|\()|\[('|")(.+?)\2\])(\(\))?/g,
+              c = function (a, c, d) {
+                var e = d;
+                return (
+                  c.replace(b, function (a, b, c, d, f) {
+                    (b = b || d),
+                      e && (b in e && (e = e[b]), "function" == typeof e && f && (e = e()));
+                  }),
+                  (e = (null == e || e == d ? a : e) + "")
+                );
+              };
+            return function (b, d) {
+              return A(b).replace(a, function (a, b) {
+                return c(a, b, d);
+              });
+            };
+          })()),
+          (c._.clone = f),
+          (c._.cacher = i),
+          (c.rad = k),
+          (c.deg = l),
+          (c.sin = function (a) {
+            return D.sin(c.rad(a));
+          }),
+          (c.tan = function (a) {
+            return D.tan(c.rad(a));
+          }),
+          (c.cos = function (a) {
+            return D.cos(c.rad(a));
+          }),
+          (c.asin = function (a) {
+            return c.deg(D.asin(a));
+          }),
+          (c.acos = function (a) {
+            return c.deg(D.acos(a));
+          }),
+          (c.atan = function (a) {
+            return c.deg(D.atan(a));
+          }),
+          (c.atan2 = function (a) {
+            return c.deg(D.atan2(a));
+          }),
+          (c.angle = j),
+          (c.len = function (a, b, d, e) {
+            return Math.sqrt(c.len2(a, b, d, e));
+          }),
+          (c.len2 = function (a, b, c, d) {
+            return (a - c) * (a - c) + (b - d) * (b - d);
+          }),
+          (c.closestPoint = function (a, b, c) {
+            function d(a) {
+              var d = a.x - b,
+                e = a.y - c;
+              return d * d + e * e;
+            }
+            for (
+              var e,
+                f,
+                g,
+                h,
+                i = a.node,
+                j = i.getTotalLength(),
+                k = (j / i.pathSegList.numberOfItems) * 0.125,
+                l = 1 / 0,
+                m = 0;
+              j >= m;
+              m += k
+            )
+              (h = d((g = i.getPointAtLength(m)))) < l && ((e = g), (f = m), (l = h));
+            for (k *= 0.5; k > 0.5; ) {
+              var n, o, p, q, r, s;
+              (p = f - k) >= 0 && (r = d((n = i.getPointAtLength(p)))) < l
+                ? ((e = n), (f = p), (l = r))
+                : (q = f + k) <= j && (s = d((o = i.getPointAtLength(q)))) < l
+                ? ((e = o), (f = q), (l = s))
+                : (k *= 0.5);
+            }
+            return (e = { x: e.x, y: e.y, length: f, distance: Math.sqrt(l) });
+          }),
+          (c.is = e),
+          (c.snapTo = function (a, b, c) {
+            if (((c = e(c, "finite") ? c : 10), e(a, "array"))) {
+              for (var d = a.length; d--; ) if (G(a[d] - b) <= c) return a[d];
+            } else {
+              a = +a;
+              var f = b % a;
+              if (c > f) return b - f;
+              if (f > a - c) return b - f + a;
+            }
+            return b;
+          }),
+          (c.getRGB = i(function (a) {
+            if (!a || (a = A(a)).indexOf("-") + 1)
+              return { r: -1, g: -1, b: -1, hex: "none", error: 1, toString: Z };
+            if ("none" == a) return { r: -1, g: -1, b: -1, hex: "none", toString: Z };
+            if ((!(M[z](a.toLowerCase().substring(0, 2)) || "#" == a.charAt()) && (a = W(a)), !a))
+              return { r: -1, g: -1, b: -1, hex: "none", error: 1, toString: Z };
+            var b,
+              d,
+              f,
+              g,
+              h,
+              i,
+              j = a.match(K);
+            return j
+              ? (j[2] &&
+                  ((f = C(j[2].substring(5), 16)),
+                  (d = C(j[2].substring(3, 5), 16)),
+                  (b = C(j[2].substring(1, 3), 16))),
+                j[3] &&
+                  ((f = C((h = j[3].charAt(3)) + h, 16)),
+                  (d = C((h = j[3].charAt(2)) + h, 16)),
+                  (b = C((h = j[3].charAt(1)) + h, 16))),
+                j[4] &&
+                  ((i = j[4].split(L)),
+                  (b = B(i[0])),
+                  "%" == i[0].slice(-1) && (b *= 2.55),
+                  (d = B(i[1])),
+                  "%" == i[1].slice(-1) && (d *= 2.55),
+                  (f = B(i[2])),
+                  "%" == i[2].slice(-1) && (f *= 2.55),
+                  "rgba" == j[1].toLowerCase().slice(0, 4) && (g = B(i[3])),
+                  i[3] && "%" == i[3].slice(-1) && (g /= 100)),
+                j[5]
+                  ? ((i = j[5].split(L)),
+                    (b = B(i[0])),
+                    "%" == i[0].slice(-1) && (b /= 100),
+                    (d = B(i[1])),
+                    "%" == i[1].slice(-1) && (d /= 100),
+                    (f = B(i[2])),
+                    "%" == i[2].slice(-1) && (f /= 100),
+                    ("deg" == i[0].slice(-3) || "°" == i[0].slice(-1)) && (b /= 360),
+                    "hsba" == j[1].toLowerCase().slice(0, 4) && (g = B(i[3])),
+                    i[3] && "%" == i[3].slice(-1) && (g /= 100),
+                    c.hsb2rgb(b, d, f, g))
+                  : j[6]
+                  ? ((i = j[6].split(L)),
+                    (b = B(i[0])),
+                    "%" == i[0].slice(-1) && (b /= 100),
+                    (d = B(i[1])),
+                    "%" == i[1].slice(-1) && (d /= 100),
+                    (f = B(i[2])),
+                    "%" == i[2].slice(-1) && (f /= 100),
+                    ("deg" == i[0].slice(-3) || "°" == i[0].slice(-1)) && (b /= 360),
+                    "hsla" == j[1].toLowerCase().slice(0, 4) && (g = B(i[3])),
+                    i[3] && "%" == i[3].slice(-1) && (g /= 100),
+                    c.hsl2rgb(b, d, f, g))
+                  : ((b = F(D.round(b), 255)),
+                    (d = F(D.round(d), 255)),
+                    (f = F(D.round(f), 255)),
+                    (g = F(E(g, 0), 1)),
+                    (j = { r: b, g: d, b: f, toString: Z }),
+                    (j.hex = "#" + (16777216 | f | (d << 8) | (b << 16)).toString(16).slice(1)),
+                    (j.opacity = e(g, "finite") ? g : 1),
+                    j))
+              : { r: -1, g: -1, b: -1, hex: "none", error: 1, toString: Z };
+          }, c)),
+          (c.hsb = i(function (a, b, d) {
+            return c.hsb2rgb(a, b, d).hex;
+          })),
+          (c.hsl = i(function (a, b, d) {
+            return c.hsl2rgb(a, b, d).hex;
+          })),
+          (c.rgb = i(function (a, b, c, d) {
+            if (e(d, "finite")) {
+              var f = D.round;
+              return "rgba(" + [f(a), f(b), f(c), +d.toFixed(2)] + ")";
+            }
+            return "#" + (16777216 | c | (b << 8) | (a << 16)).toString(16).slice(1);
+          }));
+        var W = function (a) {
+            var b = y.doc.getElementsByTagName("head")[0] || y.doc.getElementsByTagName("svg")[0],
+              c = "rgb(255, 0, 0)";
+            return (W = i(function (a) {
+              if ("red" == a.toLowerCase()) return c;
+              (b.style.color = c), (b.style.color = a);
+              var d = y.doc.defaultView.getComputedStyle(b, I).getPropertyValue("color");
+              return d == c ? null : d;
+            }))(a);
+          },
+          X = function () {
+            return "hsb(" + [this.h, this.s, this.b] + ")";
+          },
+          Y = function () {
+            return "hsl(" + [this.h, this.s, this.l] + ")";
+          },
+          Z = function () {
+            return 1 == this.opacity || null == this.opacity
+              ? this.hex
+              : "rgba(" + [this.r, this.g, this.b, this.opacity] + ")";
+          },
+          $ = function (a, b, d) {
+            if (
+              (null == b &&
+                e(a, "object") &&
+                "r" in a &&
+                "g" in a &&
+                "b" in a &&
+                ((d = a.b), (b = a.g), (a = a.r)),
+              null == b && e(a, string))
+            ) {
+              var f = c.getRGB(a);
+              (a = f.r), (b = f.g), (d = f.b);
+            }
+            return (a > 1 || b > 1 || d > 1) && ((a /= 255), (b /= 255), (d /= 255)), [a, b, d];
+          },
+          _ = function (a, b, d, f) {
+            (a = D.round(255 * a)), (b = D.round(255 * b)), (d = D.round(255 * d));
+            var g = {
+              r: a,
+              g: b,
+              b: d,
+              opacity: e(f, "finite") ? f : 1,
+              hex: c.rgb(a, b, d),
+              toString: Z,
+            };
+            return e(f, "finite") && (g.opacity = f), g;
+          };
+        (c.color = function (a) {
+          var b;
+          return (
+            e(a, "object") && "h" in a && "s" in a && "b" in a
+              ? ((b = c.hsb2rgb(a)),
+                (a.r = b.r),
+                (a.g = b.g),
+                (a.b = b.b),
+                (a.opacity = 1),
+                (a.hex = b.hex))
+              : e(a, "object") && "h" in a && "s" in a && "l" in a
+              ? ((b = c.hsl2rgb(a)),
+                (a.r = b.r),
+                (a.g = b.g),
+                (a.b = b.b),
+                (a.opacity = 1),
+                (a.hex = b.hex))
+              : (e(a, "string") && (a = c.getRGB(a)),
+                e(a, "object") && "r" in a && "g" in a && "b" in a && !("error" in a)
+                  ? ((b = c.rgb2hsl(a)),
+                    (a.h = b.h),
+                    (a.s = b.s),
+                    (a.l = b.l),
+                    (b = c.rgb2hsb(a)),
+                    (a.v = b.b))
+                  : ((a = { hex: "none" }),
+                    (a.r = a.g = a.b = a.h = a.s = a.v = a.l = -1),
+                    (a.error = 1))),
+            (a.toString = Z),
+            a
+          );
+        }),
+          (c.hsb2rgb = function (a, b, c, d) {
+            e(a, "object") &&
+              "h" in a &&
+              "s" in a &&
+              "b" in a &&
+              ((c = a.b), (b = a.s), (d = a.o), (a = a.h)),
+              (a *= 360);
+            var f, g, h, i, j;
+            return (
+              (a = (a % 360) / 60),
+              (j = c * b),
+              (i = j * (1 - G((a % 2) - 1))),
+              (f = g = h = c - j),
+              (a = ~~a),
+              (f += [j, i, 0, 0, i, j][a]),
+              (g += [i, j, j, i, 0, 0][a]),
+              (h += [0, 0, i, j, j, i][a]),
+              _(f, g, h, d)
+            );
+          }),
+          (c.hsl2rgb = function (a, b, c, d) {
+            e(a, "object") && "h" in a && "s" in a && "l" in a && ((c = a.l), (b = a.s), (a = a.h)),
+              (a > 1 || b > 1 || c > 1) && ((a /= 360), (b /= 100), (c /= 100)),
+              (a *= 360);
+            var f, g, h, i, j;
+            return (
+              (a = (a % 360) / 60),
+              (j = 2 * b * (0.5 > c ? c : 1 - c)),
+              (i = j * (1 - G((a % 2) - 1))),
+              (f = g = h = c - j / 2),
+              (a = ~~a),
+              (f += [j, i, 0, 0, i, j][a]),
+              (g += [i, j, j, i, 0, 0][a]),
+              (h += [0, 0, i, j, j, i][a]),
+              _(f, g, h, d)
+            );
+          }),
+          (c.rgb2hsb = function (a, b, c) {
+            (c = $(a, b, c)), (a = c[0]), (b = c[1]), (c = c[2]);
+            var d, e, f, g;
+            return (
+              (f = E(a, b, c)),
+              (g = f - F(a, b, c)),
+              (d =
+                0 == g ? null : f == a ? (b - c) / g : f == b ? (c - a) / g + 2 : (a - b) / g + 4),
+              (d = (((d + 360) % 6) * 60) / 360),
+              (e = 0 == g ? 0 : g / f),
+              { h: d, s: e, b: f, toString: X }
+            );
+          }),
+          (c.rgb2hsl = function (a, b, c) {
+            (c = $(a, b, c)), (a = c[0]), (b = c[1]), (c = c[2]);
+            var d, e, f, g, h, i;
+            return (
+              (g = E(a, b, c)),
+              (h = F(a, b, c)),
+              (i = g - h),
+              (d =
+                0 == i ? null : g == a ? (b - c) / i : g == b ? (c - a) / i + 2 : (a - b) / i + 4),
+              (d = (((d + 360) % 6) * 60) / 360),
+              (f = (g + h) / 2),
+              (e = 0 == i ? 0 : 0.5 > f ? i / (2 * f) : i / (2 - 2 * f)),
+              { h: d, s: e, l: f, toString: Y }
+            );
+          }),
+          (c.parsePathString = function (a) {
+            if (!a) return null;
+            var b = c.path(a);
+            if (b.arr) return c.path.clone(b.arr);
+            var d = {
+                a: 7,
+                c: 6,
+                o: 2,
+                h: 1,
+                l: 2,
+                m: 2,
+                r: 4,
+                q: 4,
+                s: 4,
+                t: 2,
+                v: 1,
+                u: 3,
+                z: 0,
+              },
+              f = [];
+            return (
+              e(a, "array") && e(a[0], "array") && (f = c.path.clone(a)),
+              f.length ||
+                A(a).replace(N, function (a, b, c) {
+                  var e = [],
+                    g = b.toLowerCase();
+                  if (
+                    (c.replace(P, function (a, b) {
+                      b && e.push(+b);
+                    }),
+                    "m" == g &&
+                      e.length > 2 &&
+                      (f.push([b].concat(e.splice(0, 2))), (g = "l"), (b = "m" == b ? "l" : "L")),
+                    "o" == g && 1 == e.length && f.push([b, e[0]]),
+                    "r" == g)
+                  )
+                    f.push([b].concat(e));
+                  else for (; e.length >= d[g] && (f.push([b].concat(e.splice(0, d[g]))), d[g]); );
+                }),
+              (f.toString = c.path.toString),
+              (b.arr = c.path.clone(f)),
+              f
+            );
+          });
+        var aa = (c.parseTransformString = function (a) {
+          if (!a) return null;
+          var b = [];
+          return (
+            e(a, "array") && e(a[0], "array") && (b = c.path.clone(a)),
+            b.length ||
+              A(a).replace(O, function (a, c, d) {
+                var e = [];
+                c.toLowerCase();
+                d.replace(P, function (a, b) {
+                  b && e.push(+b);
+                }),
+                  b.push([c].concat(e));
+              }),
+            (b.toString = c.path.toString),
+            b
+          );
+        });
+        (c._.svgTransform2string = m),
+          (c._.rgTransform = /^[a-z][\s]*-?\.?\d/i),
+          (c._.transform2matrix = n),
+          (c._unit2px = q);
+        y.doc.contains || y.doc.compareDocumentPosition
+          ? function (a, b) {
+              var c = 9 == a.nodeType ? a.documentElement : a,
+                d = b && b.parentNode;
+              return (
+                a == d ||
+                !(
+                  !d ||
+                  1 != d.nodeType ||
+                  !(c.contains
+                    ? c.contains(d)
+                    : a.compareDocumentPosition && 16 & a.compareDocumentPosition(d))
+                )
+              );
+            }
+          : function (a, b) {
+              if (b) for (; b; ) if (((b = b.parentNode), b == a)) return !0;
+              return !1;
+            };
+        (c._.getSomeDefs = o),
+          (c._.getSomeSVG = p),
+          (c.select = function (a) {
+            return (a = A(a).replace(/([^\\]):/g, "$1\\:")), w(y.doc.querySelector(a));
+          }),
+          (c.selectAll = function (a) {
+            for (
+              var b = y.doc.querySelectorAll(a), d = (c.set || Array)(), e = 0;
+              e < b.length;
+              e++
+            )
+              d.push(w(b[e]));
+            return d;
+          }),
+          setInterval(function () {
+            for (var a in V)
+              if (V[z](a)) {
+                var b = V[a],
+                  c = b.node;
+                (("svg" != b.type && !c.ownerSVGElement) ||
+                  ("svg" == b.type &&
+                    (!c.parentNode ||
+                      ("ownerSVGElement" in c.parentNode && !c.ownerSVGElement)))) &&
+                  delete V[a];
+              }
+          }, 1e4),
+          (s.prototype.attr = function (a, c) {
+            var d = this,
+              f = d.node;
+            if (!a) {
+              if (1 != f.nodeType) return { text: f.nodeValue };
+              for (var g = f.attributes, h = {}, i = 0, j = g.length; j > i; i++)
+                h[g[i].nodeName] = g[i].nodeValue;
+              return h;
+            }
+            if (e(a, "string")) {
+              if (!(arguments.length > 1)) return b("snap.util.getattr." + a, d).firstDefined();
+              var k = {};
+              (k[a] = c), (a = k);
+            }
+            for (var l in a) a[z](l) && b("snap.util.attr." + l, d, a[l]);
+            return d;
+          }),
+          (c.parse = function (a) {
+            var b = y.doc.createDocumentFragment(),
+              c = !0,
+              d = y.doc.createElement("div");
+            if (
+              ((a = A(a)),
+              a.match(/^\s*<\s*svg(?:\s|>)/) || ((a = "" + a + ""), (c = !1)),
+              (d.innerHTML = a),
+              (a = d.getElementsByTagName("svg")[0]))
+            )
+              if (c) b = a;
+              else for (; a.firstChild; ) b.appendChild(a.firstChild);
+            return new t(b);
+          }),
+          (c.fragment = function () {
+            for (
+              var a = Array.prototype.slice.call(arguments, 0),
+                b = y.doc.createDocumentFragment(),
+                d = 0,
+                e = a.length;
+              e > d;
+              d++
+            ) {
+              var f = a[d];
+              f.node && f.node.nodeType && b.appendChild(f.node),
+                f.nodeType && b.appendChild(f),
+                "string" == typeof f && b.appendChild(c.parse(f).node);
+            }
+            return new t(b);
+          }),
+          (c._.make = u),
+          (c._.wrap = w),
+          (v.prototype.el = function (a, b) {
+            var c = u(a, this.node);
+            return b && c.attr(b), c;
+          }),
+          (s.prototype.children = function () {
+            for (var a = [], b = this.node.childNodes, d = 0, e = b.length; e > d; d++)
+              a[d] = c(b[d]);
+            return a;
+          }),
+          (s.prototype.toJSON = function () {
+            var a = [];
+            return x([this], a), a[0];
+          }),
+          b.on("snap.util.getattr", function () {
+            var a = b.nt();
+            a = a.substring(a.lastIndexOf(".") + 1);
+            var c = a.replace(/[A-Z]/g, function (a) {
+              return "-" + a.toLowerCase();
+            });
+            return ba[z](c)
+              ? this.node.ownerDocument.defaultView
+                  .getComputedStyle(this.node, null)
+                  .getPropertyValue(c)
+              : d(this.node, a);
+          });
+        var ba = {
+          "alignment-baseline": 0,
+          "baseline-shift": 0,
+          clip: 0,
+          "clip-path": 0,
+          "clip-rule": 0,
+          color: 0,
+          "color-interpolation": 0,
+          "color-interpolation-filters": 0,
+          "color-profile": 0,
+          "color-rendering": 0,
+          cursor: 0,
+          direction: 0,
+          display: 0,
+          "dominant-baseline": 0,
+          "enable-background": 0,
+          fill: 0,
+          "fill-opacity": 0,
+          "fill-rule": 0,
+          filter: 0,
+          "flood-color": 0,
+          "flood-opacity": 0,
+          font: 0,
+          "font-family": 0,
+          "font-size": 0,
+          "font-size-adjust": 0,
+          "font-stretch": 0,
+          "font-style": 0,
+          "font-variant": 0,
+          "font-weight": 0,
+          "glyph-orientation-horizontal": 0,
+          "glyph-orientation-vertical": 0,
+          "image-rendering": 0,
+          kerning: 0,
+          "letter-spacing": 0,
+          "lighting-color": 0,
+          marker: 0,
+          "marker-end": 0,
+          "marker-mid": 0,
+          "marker-start": 0,
+          mask: 0,
+          opacity: 0,
+          overflow: 0,
+          "pointer-events": 0,
+          "shape-rendering": 0,
+          "stop-color": 0,
+          "stop-opacity": 0,
+          stroke: 0,
+          "stroke-dasharray": 0,
+          "stroke-dashoffset": 0,
+          "stroke-linecap": 0,
+          "stroke-linejoin": 0,
+          "stroke-miterlimit": 0,
+          "stroke-opacity": 0,
+          "stroke-width": 0,
+          "text-anchor": 0,
+          "text-decoration": 0,
+          "text-rendering": 0,
+          "unicode-bidi": 0,
+          visibility: 0,
+          "word-spacing": 0,
+          "writing-mode": 0,
+        };
+        b.on("snap.util.attr", function (a) {
+          var c = b.nt(),
+            e = {};
+          (c = c.substring(c.lastIndexOf(".") + 1)), (e[c] = a);
+          var f = c.replace(/-(\w)/gi, function (a, b) {
+              return b.toUpperCase();
+            }),
+            g = c.replace(/[A-Z]/g, function (a) {
+              return "-" + a.toLowerCase();
+            });
+          ba[z](g) ? (this.node.style[f] = null == a ? I : a) : d(this.node, e);
+        }),
+          (function (a) {})(v.prototype),
+          (c.ajax = function (a, c, d, f) {
+            var g = new XMLHttpRequest(),
+              h = S();
+            if (g) {
+              if (e(c, "function")) (f = d), (d = c), (c = null);
+              else if (e(c, "object")) {
+                var i = [];
+                for (var j in c)
+                  c.hasOwnProperty(j) &&
+                    i.push(encodeURIComponent(j) + "=" + encodeURIComponent(c[j]));
+                c = i.join("&");
+              }
+              return (
+                g.open(c ? "POST" : "GET", a, !0),
+                c &&
+                  (g.setRequestHeader("X-Requested-With", "XMLHttpRequest"),
+                  g.setRequestHeader("Content-type", "application/x-www-form-urlencoded")),
+                d &&
+                  (b.once("snap.ajax." + h + ".0", d),
+                  b.once("snap.ajax." + h + ".200", d),
+                  b.once("snap.ajax." + h + ".304", d)),
+                (g.onreadystatechange = function () {
+                  4 == g.readyState && b("snap.ajax." + h + "." + g.status, f, g);
+                }),
+                4 == g.readyState ? g : (g.send(c), g)
+              );
+            }
+          }),
+          (c.load = function (a, b, d) {
+            c.ajax(a, function (a) {
+              var e = c.parse(a.responseText);
+              d ? b.call(d, e) : b(e);
+            });
+          });
+        var ca = function (a) {
+          var b = a.getBoundingClientRect(),
+            c = a.ownerDocument,
+            d = c.body,
+            e = c.documentElement,
+            f = e.clientTop || d.clientTop || 0,
+            h = e.clientLeft || d.clientLeft || 0,
+            i = b.top + (g.win.pageYOffset || e.scrollTop || d.scrollTop) - f,
+            j = b.left + (g.win.pageXOffset || e.scrollLeft || d.scrollLeft) - h;
+          return { y: i, x: j };
+        };
+        return (
+          (c.getElementByPoint = function (a, b) {
+            var c = this,
+              d = (c.canvas, y.doc.elementFromPoint(a, b));
+            if (y.win.opera && "svg" == d.tagName) {
+              var e = ca(d),
+                f = d.createSVGRect();
+              (f.x = a - e.x), (f.y = b - e.y), (f.width = f.height = 1);
+              var g = d.getIntersectionList(f, null);
+              g.length && (d = g[g.length - 1]);
+            }
+            return d ? w(d) : null;
+          }),
+          (c.plugin = function (a) {
+            a(c, s, v, y, t);
+          }),
+          (y.win.Snap = c),
+          c
+        );
+      })(a || this);
+    return (
+      d.plugin(function (c, d, e, f, g) {
+        function h(a, b) {
+          if (null == b) {
+            var d = !0;
+            if (
+              ((b =
+                "linearGradient" == a.type || "radialGradient" == a.type
+                  ? a.node.getAttribute("gradientTransform")
+                  : "pattern" == a.type
+                  ? a.node.getAttribute("patternTransform")
+                  : a.node.getAttribute("transform")),
+              !b)
+            )
+              return new c.Matrix();
+            b = c._.svgTransform2string(b);
+          } else (b = c._.rgTransform.test(b) ? m(b).replace(/\.{3}|\u2026/g, a._.transform || "") : c._.svgTransform2string(b)), l(b, "array") && (b = c.path ? c.path.toString.call(b) : m(b)), (a._.transform = b);
+          var e = c._.transform2matrix(b, a.getBBox(1));
+          return d ? e : void (a.matrix = e);
+        }
+        function i(a) {
+          function b(a, b) {
+            var d = o(a.node, b);
+            (d = d && d.match(g)),
+              (d = d && d[2]),
+              d &&
+                "#" == d.charAt() &&
+                ((d = d.substring(1)),
+                d &&
+                  (i[d] = (i[d] || []).concat(function (d) {
+                    var e = {};
+                    (e[b] = c.url(d)), o(a.node, e);
+                  })));
+          }
+          function d(a) {
+            var b = o(a.node, "xlink:href");
+            b &&
+              "#" == b.charAt() &&
+              ((b = b.substring(1)),
+              b &&
+                (i[b] = (i[b] || []).concat(function (b) {
+                  a.attr("xlink:href", "#" + b);
+                })));
+          }
+          for (
+            var e,
+              f = a.selectAll("*"),
+              g = /^\s*url\(("|'|)(.*)\1\)\s*$/,
+              h = [],
+              i = {},
+              j = 0,
+              k = f.length;
+            k > j;
+            j++
+          ) {
+            (e = f[j]),
+              b(e, "fill"),
+              b(e, "stroke"),
+              b(e, "filter"),
+              b(e, "mask"),
+              b(e, "clip-path"),
+              d(e);
+            var l = o(e.node, "id");
+            l && (o(e.node, { id: e.id }), h.push({ old: l, id: e.id }));
+          }
+          for (j = 0, k = h.length; k > j; j++) {
+            var m = i[h[j].old];
+            if (m) for (var n = 0, p = m.length; p > n; n++) m[n](h[j].id);
+          }
+        }
+        function j(a) {
+          return function () {
+            var b = a ? "<" + this.type : "",
+              c = this.node.attributes,
+              d = this.node.childNodes;
+            if (a)
+              for (var e = 0, f = c.length; f > e; e++)
+                b += " " + c[e].name + '="' + c[e].value.replace(/"/g, '\\"') + '"';
+            if (d.length) {
+              for (a && (b += ">"), e = 0, f = d.length; f > e; e++)
+                3 == d[e].nodeType
+                  ? (b += d[e].nodeValue)
+                  : 1 == d[e].nodeType && (b += s(d[e]).toString());
+              a && (b += "");
+            } else a && (b += "/>");
+            return b;
+          };
+        }
+        var k = d.prototype,
+          l = c.is,
+          m = String,
+          n = c._unit2px,
+          o = c._.$,
+          p = c._.make,
+          q = c._.getSomeDefs,
+          r = "hasOwnProperty",
+          s = c._.wrap;
+        k.getBBox = function (a) {
+          if ("tspan" == this.type) return c._.box(this.node.getClientRects().item(0));
+          if (!c.Matrix || !c.path) return this.node.getBBox();
+          var b = this,
+            d = new c.Matrix();
+          if (b.removed) return c._.box();
+          for (; "use" == b.type; )
+            if (
+              (a ||
+                (d = d.add(
+                  b.transform().localMatrix.translate(b.attr("x") || 0, b.attr("y") || 0)
+                )),
+              b.original)
+            )
+              b = b.original;
+            else {
+              var e = b.attr("xlink:href");
+              b = b.original = b.node.ownerDocument.getElementById(e.substring(e.indexOf("#") + 1));
+            }
+          var f = b._,
+            g = c.path.get[b.type] || c.path.get.deflt;
+          try {
+            return a
+              ? ((f.bboxwt = g ? c.path.getBBox((b.realPath = g(b))) : c._.box(b.node.getBBox())),
+                c._.box(f.bboxwt))
+              : ((b.realPath = g(b)),
+                (b.matrix = b.transform().localMatrix),
+                (f.bbox = c.path.getBBox(c.path.map(b.realPath, d.add(b.matrix)))),
+                c._.box(f.bbox));
+          } catch (h) {
+            return c._.box();
+          }
+        };
+        var t = function () {
+          return this.string;
+        };
+        (k.transform = function (a) {
+          var b = this._;
+          if (null == a) {
+            for (
+              var d,
+                e = this,
+                f = new c.Matrix(this.node.getCTM()),
+                g = h(this),
+                i = [g],
+                j = new c.Matrix(),
+                k = g.toTransformString(),
+                l = m(g) == m(this.matrix) ? m(b.transform) : k;
+              "svg" != e.type && (e = e.parent());
+
+            )
+              i.push(h(e));
+            for (d = i.length; d--; ) j.add(i[d]);
+            return {
+              string: l,
+              globalMatrix: f,
+              totalMatrix: j,
+              localMatrix: g,
+              diffMatrix: f.clone().add(g.invert()),
+              global: f.toTransformString(),
+              total: j.toTransformString(),
+              local: k,
+              toString: t,
+            };
+          }
+          return (
+            a instanceof c.Matrix
+              ? ((this.matrix = a), (this._.transform = a.toTransformString()))
+              : h(this, a),
+            this.node &&
+              ("linearGradient" == this.type || "radialGradient" == this.type
+                ? o(this.node, { gradientTransform: this.matrix })
+                : "pattern" == this.type
+                ? o(this.node, { patternTransform: this.matrix })
+                : o(this.node, { transform: this.matrix })),
+            this
+          );
+        }),
+          (k.parent = function () {
+            return s(this.node.parentNode);
+          }),
+          (k.append = k.add =
+            function (a) {
+              if (a) {
+                if ("set" == a.type) {
+                  var b = this;
+                  return (
+                    a.forEach(function (a) {
+                      b.add(a);
+                    }),
+                    this
+                  );
+                }
+                (a = s(a)), this.node.appendChild(a.node), (a.paper = this.paper);
+              }
+              return this;
+            }),
+          (k.appendTo = function (a) {
+            return a && ((a = s(a)), a.append(this)), this;
+          }),
+          (k.prepend = function (a) {
+            if (a) {
+              if ("set" == a.type) {
+                var b,
+                  c = this;
+                return (
+                  a.forEach(function (a) {
+                    b ? b.after(a) : c.prepend(a), (b = a);
+                  }),
+                  this
+                );
+              }
+              a = s(a);
+              var d = a.parent();
+              this.node.insertBefore(a.node, this.node.firstChild),
+                this.add && this.add(),
+                (a.paper = this.paper),
+                this.parent() && this.parent().add(),
+                d && d.add();
+            }
+            return this;
+          }),
+          (k.prependTo = function (a) {
+            return (a = s(a)), a.prepend(this), this;
+          }),
+          (k.before = function (a) {
+            if ("set" == a.type) {
+              var b = this;
+              return (
+                a.forEach(function (a) {
+                  var c = a.parent();
+                  b.node.parentNode.insertBefore(a.node, b.node), c && c.add();
+                }),
+                this.parent().add(),
+                this
+              );
+            }
+            a = s(a);
+            var c = a.parent();
+            return (
+              this.node.parentNode.insertBefore(a.node, this.node),
+              this.parent() && this.parent().add(),
+              c && c.add(),
+              (a.paper = this.paper),
+              this
+            );
+          }),
+          (k.after = function (a) {
+            a = s(a);
+            var b = a.parent();
+            return (
+              this.node.nextSibling
+                ? this.node.parentNode.insertBefore(a.node, this.node.nextSibling)
+                : this.node.parentNode.appendChild(a.node),
+              this.parent() && this.parent().add(),
+              b && b.add(),
+              (a.paper = this.paper),
+              this
+            );
+          }),
+          (k.insertBefore = function (a) {
+            a = s(a);
+            var b = this.parent();
+            return (
+              a.node.parentNode.insertBefore(this.node, a.node),
+              (this.paper = a.paper),
+              b && b.add(),
+              a.parent() && a.parent().add(),
+              this
+            );
+          }),
+          (k.insertAfter = function (a) {
+            a = s(a);
+            var b = this.parent();
+            return (
+              a.node.parentNode.insertBefore(this.node, a.node.nextSibling),
+              (this.paper = a.paper),
+              b && b.add(),
+              a.parent() && a.parent().add(),
+              this
+            );
+          }),
+          (k.remove = function () {
+            var a = this.parent();
+            return (
+              this.node.parentNode && this.node.parentNode.removeChild(this.node),
+              delete this.paper,
+              (this.removed = !0),
+              a && a.add(),
+              this
+            );
+          }),
+          (k.select = function (a) {
+            return s(this.node.querySelector(a));
+          }),
+          (k.selectAll = function (a) {
+            for (
+              var b = this.node.querySelectorAll(a), d = (c.set || Array)(), e = 0;
+              e < b.length;
+              e++
+            )
+              d.push(s(b[e]));
+            return d;
+          }),
+          (k.asPX = function (a, b) {
+            return null == b && (b = this.attr(a)), +n(this, a, b);
+          }),
+          (k.use = function () {
+            var a,
+              b = this.node.id;
+            return (
+              b || ((b = this.id), o(this.node, { id: b })),
+              (a =
+                "linearGradient" == this.type ||
+                "radialGradient" == this.type ||
+                "pattern" == this.type
+                  ? p(this.type, this.node.parentNode)
+                  : p("use", this.node.parentNode)),
+              o(a.node, { "xlink:href": "#" + b }),
+              (a.original = this),
+              a
+            );
+          }),
+          (k.clone = function () {
+            var a = s(this.node.cloneNode(!0));
+            return o(a.node, "id") && o(a.node, { id: a.id }), i(a), a.insertAfter(this), a;
+          }),
+          (k.toDefs = function () {
+            var a = q(this);
+            return a.appendChild(this.node), this;
+          }),
+          (k.pattern = k.toPattern =
+            function (a, b, c, d) {
+              var e = p("pattern", q(this));
+              return (
+                null == a && (a = this.getBBox()),
+                l(a, "object") && "x" in a && ((b = a.y), (c = a.width), (d = a.height), (a = a.x)),
+                o(e.node, {
+                  x: a,
+                  y: b,
+                  width: c,
+                  height: d,
+                  patternUnits: "userSpaceOnUse",
+                  id: e.id,
+                  viewBox: [a, b, c, d].join(" "),
+                }),
+                e.node.appendChild(this.node),
+                e
+              );
+            }),
+          (k.marker = function (a, b, c, d, e, f) {
+            var g = p("marker", q(this));
+            return (
+              null == a && (a = this.getBBox()),
+              l(a, "object") &&
+                "x" in a &&
+                ((b = a.y),
+                (c = a.width),
+                (d = a.height),
+                (e = a.refX || a.cx),
+                (f = a.refY || a.cy),
+                (a = a.x)),
+              o(g.node, {
+                viewBox: [a, b, c, d].join(" "),
+                markerWidth: c,
+                markerHeight: d,
+                orient: "auto",
+                refX: e || 0,
+                refY: f || 0,
+                id: g.id,
+              }),
+              g.node.appendChild(this.node),
+              g
+            );
+          });
+        var u = {};
+        (k.data = function (a, d) {
+          var e = (u[this.id] = u[this.id] || {});
+          if (0 == arguments.length) return b("snap.data.get." + this.id, this, e, null), e;
+          if (1 == arguments.length) {
+            if (c.is(a, "object")) {
+              for (var f in a) a[r](f) && this.data(f, a[f]);
+              return this;
+            }
+            return b("snap.data.get." + this.id, this, e[a], a), e[a];
+          }
+          return (e[a] = d), b("snap.data.set." + this.id, this, d, a), this;
+        }),
+          (k.removeData = function (a) {
+            return null == a ? (u[this.id] = {}) : u[this.id] && delete u[this.id][a], this;
+          }),
+          (k.outerSVG = k.toString = j(1)),
+          (k.innerSVG = j()),
+          (k.toDataURL = function () {
+            if (a && a.btoa) {
+              var b = this.getBBox(),
+                d = c.format(
+                  '{contents}',
+                  {
+                    x: +b.x.toFixed(3),
+                    y: +b.y.toFixed(3),
+                    width: +b.width.toFixed(3),
+                    height: +b.height.toFixed(3),
+                    contents: this.outerSVG(),
+                  }
+                );
+              return "data:image/svg+xml;base64," + btoa(unescape(encodeURIComponent(d)));
+            }
+          }),
+          (g.prototype.select = k.select),
+          (g.prototype.selectAll = k.selectAll);
+      }),
+      d.plugin(function (a, d, e, f, g) {
+        function h(a, b, c) {
+          return function (d) {
+            var e = d.slice(a, b);
+            return 1 == e.length && (e = e[0]), c ? c(e) : e;
+          };
+        }
+        var i = d.prototype,
+          j = a.is,
+          k = String,
+          l = "hasOwnProperty",
+          m = function (a, b, d, e) {
+            "function" != typeof d || d.length || ((e = d), (d = c.linear)),
+              (this.attr = a),
+              (this.dur = b),
+              d && (this.easing = d),
+              e && (this.callback = e);
+          };
+        (a._.Animation = m),
+          (a.animation = function (a, b, c, d) {
+            return new m(a, b, c, d);
+          }),
+          (i.inAnim = function () {
+            var a = this,
+              b = [];
+            for (var c in a.anims)
+              a.anims[l](c) &&
+                !(function (a) {
+                  b.push({
+                    anim: new m(a._attrs, a.dur, a.easing, a._callback),
+                    mina: a,
+                    curStatus: a.status(),
+                    status: function (b) {
+                      return a.status(b);
+                    },
+                    stop: function () {
+                      a.stop();
+                    },
+                  });
+                })(a.anims[c]);
+            return b;
+          }),
+          (a.animate = function (a, d, e, f, g, h) {
+            "function" != typeof g || g.length || ((h = g), (g = c.linear));
+            var i = c.time(),
+              j = c(a, d, i, i + f, c.time, e, g);
+            return h && b.once("mina.finish." + j.id, h), j;
+          }),
+          (i.stop = function () {
+            for (var a = this.inAnim(), b = 0, c = a.length; c > b; b++) a[b].stop();
+            return this;
+          }),
+          (i.animate = function (a, d, e, f) {
+            "function" != typeof e || e.length || ((f = e), (e = c.linear)),
+              a instanceof m && ((f = a.callback), (e = a.easing), (d = a.dur), (a = a.attr));
+            var g,
+              i,
+              n,
+              o,
+              p = [],
+              q = [],
+              r = {},
+              s = this;
+            for (var t in a)
+              if (a[l](t)) {
+                s.equal
+                  ? ((o = s.equal(t, k(a[t]))), (g = o.from), (i = o.to), (n = o.f))
+                  : ((g = +s.attr(t)), (i = +a[t]));
+                var u = j(g, "array") ? g.length : 1;
+                (r[t] = h(p.length, p.length + u, n)), (p = p.concat(g)), (q = q.concat(i));
+              }
+            var v = c.time(),
+              w = c(
+                p,
+                q,
+                v,
+                v + d,
+                c.time,
+                function (a) {
+                  var b = {};
+                  for (var c in r) r[l](c) && (b[c] = r[c](a));
+                  s.attr(b);
+                },
+                e
+              );
+            return (
+              (s.anims[w.id] = w),
+              (w._attrs = a),
+              (w._callback = f),
+              b("snap.animcreated." + s.id, w),
+              b.once("mina.finish." + w.id, function () {
+                b.off("mina.*." + w.id), delete s.anims[w.id], f && f.call(s);
+              }),
+              b.once("mina.stop." + w.id, function () {
+                b.off("mina.*." + w.id), delete s.anims[w.id];
+              }),
+              s
+            );
+          });
+      }),
+      d.plugin(function (a, b, c, d, e) {
+        function f(a, b, c, d, e, f) {
+          return null == b && "[object SVGMatrix]" == g.call(a)
+            ? ((this.a = a.a),
+              (this.b = a.b),
+              (this.c = a.c),
+              (this.d = a.d),
+              (this.e = a.e),
+              void (this.f = a.f))
+            : void (null != a
+                ? ((this.a = +a),
+                  (this.b = +b),
+                  (this.c = +c),
+                  (this.d = +d),
+                  (this.e = +e),
+                  (this.f = +f))
+                : ((this.a = 1),
+                  (this.b = 0),
+                  (this.c = 0),
+                  (this.d = 1),
+                  (this.e = 0),
+                  (this.f = 0)));
+        }
+        var g = Object.prototype.toString,
+          h = String,
+          i = Math,
+          j = "";
+        !(function (b) {
+          function c(a) {
+            return a[0] * a[0] + a[1] * a[1];
+          }
+          function d(a) {
+            var b = i.sqrt(c(a));
+            a[0] && (a[0] /= b), a[1] && (a[1] /= b);
+          }
+          (b.add = function (a, b, c, d, e, g) {
+            if (a && a instanceof f) return this.add(a.a, a.b, a.c, a.d, a.e, a.f);
+            var h = a * this.a + b * this.c,
+              i = a * this.b + b * this.d;
+            return (
+              (this.e += e * this.a + g * this.c),
+              (this.f += e * this.b + g * this.d),
+              (this.c = c * this.a + d * this.c),
+              (this.d = c * this.b + d * this.d),
+              (this.a = h),
+              (this.b = i),
+              this
+            );
+          }),
+            (f.prototype.multLeft = function (a, b, c, d, e, g) {
+              if (a && a instanceof f) return this.multLeft(a.a, a.b, a.c, a.d, a.e, a.f);
+              var h = a * this.a + c * this.b,
+                i = a * this.c + c * this.d,
+                j = a * this.e + c * this.f + e;
+              return (
+                (this.b = b * this.a + d * this.b),
+                (this.d = b * this.c + d * this.d),
+                (this.f = b * this.e + d * this.f + g),
+                (this.a = h),
+                (this.c = i),
+                (this.e = j),
+                this
+              );
+            }),
+            (b.invert = function () {
+              var a = this,
+                b = a.a * a.d - a.b * a.c;
+              return new f(
+                a.d / b,
+                -a.b / b,
+                -a.c / b,
+                a.a / b,
+                (a.c * a.f - a.d * a.e) / b,
+                (a.b * a.e - a.a * a.f) / b
+              );
+            }),
+            (b.clone = function () {
+              return new f(this.a, this.b, this.c, this.d, this.e, this.f);
+            }),
+            (b.translate = function (a, b) {
+              return (this.e += a * this.a + b * this.c), (this.f += a * this.b + b * this.d), this;
+            }),
+            (b.scale = function (a, b, c, d) {
+              return (
+                null == b && (b = a),
+                (c || d) && this.translate(c, d),
+                (this.a *= a),
+                (this.b *= a),
+                (this.c *= b),
+                (this.d *= b),
+                (c || d) && this.translate(-c, -d),
+                this
+              );
+            }),
+            (b.rotate = function (b, c, d) {
+              (b = a.rad(b)), (c = c || 0), (d = d || 0);
+              var e = +i.cos(b).toFixed(9),
+                f = +i.sin(b).toFixed(9);
+              return this.add(e, f, -f, e, c, d), this.add(1, 0, 0, 1, -c, -d);
+            }),
+            (b.skewX = function (a) {
+              return this.skew(a, 0);
+            }),
+            (b.skewY = function (a) {
+              return this.skew(0, a);
+            }),
+            (b.skew = function (b, c) {
+              (b = b || 0), (c = c || 0), (b = a.rad(b)), (c = a.rad(c));
+              var d = i.tan(b).toFixed(9),
+                e = i.tan(c).toFixed(9);
+              return this.add(1, e, d, 1, 0, 0);
+            }),
+            (b.x = function (a, b) {
+              return a * this.a + b * this.c + this.e;
+            }),
+            (b.y = function (a, b) {
+              return a * this.b + b * this.d + this.f;
+            }),
+            (b.get = function (a) {
+              return +this[h.fromCharCode(97 + a)].toFixed(4);
+            }),
+            (b.toString = function () {
+              return (
+                "matrix(" +
+                [
+                  this.get(0),
+                  this.get(1),
+                  this.get(2),
+                  this.get(3),
+                  this.get(4),
+                  this.get(5),
+                ].join() +
+                ")"
+              );
+            }),
+            (b.offset = function () {
+              return [this.e.toFixed(4), this.f.toFixed(4)];
+            }),
+            (b.determinant = function () {
+              return this.a * this.d - this.b * this.c;
+            }),
+            (b.split = function () {
+              var b = {};
+              (b.dx = this.e), (b.dy = this.f);
+              var e = [
+                [this.a, this.b],
+                [this.c, this.d],
+              ];
+              (b.scalex = i.sqrt(c(e[0]))),
+                d(e[0]),
+                (b.shear = e[0][0] * e[1][0] + e[0][1] * e[1][1]),
+                (e[1] = [e[1][0] - e[0][0] * b.shear, e[1][1] - e[0][1] * b.shear]),
+                (b.scaley = i.sqrt(c(e[1]))),
+                d(e[1]),
+                (b.shear /= b.scaley),
+                this.determinant() < 0 && (b.scalex = -b.scalex);
+              var f = e[0][1],
+                g = e[1][1];
+              return (
+                0 > g
+                  ? ((b.rotate = a.deg(i.acos(g))), 0 > f && (b.rotate = 360 - b.rotate))
+                  : (b.rotate = a.deg(i.asin(f))),
+                (b.isSimple = !(
+                  +b.shear.toFixed(9) ||
+                  (b.scalex.toFixed(9) != b.scaley.toFixed(9) && b.rotate)
+                )),
+                (b.isSuperSimple =
+                  !+b.shear.toFixed(9) && b.scalex.toFixed(9) == b.scaley.toFixed(9) && !b.rotate),
+                (b.noRotation = !+b.shear.toFixed(9) && !b.rotate),
+                b
+              );
+            }),
+            (b.toTransformString = function (a) {
+              var b = a || this.split();
+              return +b.shear.toFixed(9)
+                ? "m" +
+                    [this.get(0), this.get(1), this.get(2), this.get(3), this.get(4), this.get(5)]
+                : ((b.scalex = +b.scalex.toFixed(4)),
+                  (b.scaley = +b.scaley.toFixed(4)),
+                  (b.rotate = +b.rotate.toFixed(4)),
+                  (b.dx || b.dy ? "t" + [+b.dx.toFixed(4), +b.dy.toFixed(4)] : j) +
+                    (b.rotate ? "r" + [+b.rotate.toFixed(4), 0, 0] : j) +
+                    (1 != b.scalex || 1 != b.scaley ? "s" + [b.scalex, b.scaley, 0, 0] : j));
+            });
+        })(f.prototype),
+          (a.Matrix = f),
+          (a.matrix = function (a, b, c, d, e, g) {
+            return new f(a, b, c, d, e, g);
+          });
+      }),
+      d.plugin(function (a, c, d, e, f) {
+        function g(d) {
+          return function (e) {
+            if (
+              (b.stop(),
+              e instanceof f &&
+                1 == e.node.childNodes.length &&
+                ("radialGradient" == e.node.firstChild.tagName ||
+                  "linearGradient" == e.node.firstChild.tagName ||
+                  "pattern" == e.node.firstChild.tagName) &&
+                ((e = e.node.firstChild), n(this).appendChild(e), (e = l(e))),
+              e instanceof c)
+            )
+              if ("radialGradient" == e.type || "linearGradient" == e.type || "pattern" == e.type) {
+                e.node.id || p(e.node, { id: e.id });
+                var g = q(e.node.id);
+              } else g = e.attr(d);
+            else if (((g = a.color(e)), g.error)) {
+              var h = a(n(this).ownerSVGElement).gradient(e);
+              h ? (h.node.id || p(h.node, { id: h.id }), (g = q(h.node.id))) : (g = e);
+            } else g = r(g);
+            var i = {};
+            (i[d] = g), p(this.node, i), (this.node.style[d] = t);
+          };
+        }
+        function h(a) {
+          b.stop(), a == +a && (a += "px"), (this.node.style.fontSize = a);
+        }
+        function i(a) {
+          for (var b = [], c = a.childNodes, d = 0, e = c.length; e > d; d++) {
+            var f = c[d];
+            3 == f.nodeType && b.push(f.nodeValue),
+              "tspan" == f.tagName &&
+                (1 == f.childNodes.length && 3 == f.firstChild.nodeType
+                  ? b.push(f.firstChild.nodeValue)
+                  : b.push(i(f)));
+          }
+          return b;
+        }
+        function j() {
+          return b.stop(), this.node.style.fontSize;
+        }
+        var k = a._.make,
+          l = a._.wrap,
+          m = a.is,
+          n = a._.getSomeDefs,
+          o = /^url\((['"]?)([^)]+)\1\)$/,
+          p = a._.$,
+          q = a.url,
+          r = String,
+          s = a._.separator,
+          t = "";
+        (a.deurl = function (a) {
+          var b = String(a).match(o);
+          return b ? b[2] : a;
+        }),
+          b.on("snap.util.attr.mask", function (a) {
+            if (a instanceof c || a instanceof f) {
+              if (
+                (b.stop(),
+                a instanceof f &&
+                  1 == a.node.childNodes.length &&
+                  ((a = a.node.firstChild), n(this).appendChild(a), (a = l(a))),
+                "mask" == a.type)
+              )
+                var d = a;
+              else (d = k("mask", n(this))), d.node.appendChild(a.node);
+              !d.node.id && p(d.node, { id: d.id }), p(this.node, { mask: q(d.id) });
+            }
+          }),
+          (function (a) {
+            b.on("snap.util.attr.clip", a),
+              b.on("snap.util.attr.clip-path", a),
+              b.on("snap.util.attr.clipPath", a);
+          })(function (a) {
+            if (a instanceof c || a instanceof f) {
+              b.stop();
+              for (var d, e = a.node; e; ) {
+                if ("clipPath" === e.nodeName) {
+                  d = new c(e);
+                  break;
+                }
+                if ("svg" === e.nodeName) {
+                  d = void 0;
+                  break;
+                }
+                e = e.parentNode;
+              }
+              d ||
+                ((d = k("clipPath", n(this))),
+                d.node.appendChild(a.node),
+                !d.node.id && p(d.node, { id: d.id })),
+                p(this.node, { "clip-path": q(d.node.id || d.id) });
+            }
+          }),
+          b.on("snap.util.attr.fill", g("fill")),
+          b.on("snap.util.attr.stroke", g("stroke"));
+        var u = /^([lr])(?:\(([^)]*)\))?(.*)$/i;
+        b.on("snap.util.grad.parse", function (a) {
+          function b(a, b) {
+            for (var c = (b - h) / (a - i), d = i; a > d; d++)
+              f[d].offset = +(+h + c * (d - i)).toFixed(2);
+            (i = a), (h = b);
+          }
+          a = r(a);
+          var c = a.match(u);
+          if (!c) return null;
+          var d = c[1],
+            e = c[2],
+            f = c[3];
+          (e = e.split(/\s*,\s*/).map(function (a) {
+            return +a == a ? +a : a;
+          })),
+            1 == e.length && 0 == e[0] && (e = []),
+            (f = f.split("-")),
+            (f = f.map(function (a) {
+              a = a.split(":");
+              var b = { color: a[0] };
+              return a[1] && (b.offset = parseFloat(a[1])), b;
+            }));
+          var g = f.length,
+            h = 0,
+            i = 0;
+          g--;
+          for (var j = 0; g > j; j++) "offset" in f[j] && b(j, f[j].offset);
+          return (
+            (f[g].offset = f[g].offset || 100), b(g, f[g].offset), { type: d, params: e, stops: f }
+          );
+        }),
+          b.on("snap.util.attr.d", function (c) {
+            b.stop(),
+              m(c, "array") && m(c[0], "array") && (c = a.path.toString.call(c)),
+              (c = r(c)),
+              c.match(/[ruo]/i) && (c = a.path.toAbsolute(c)),
+              p(this.node, { d: c });
+          })(-1),
+          b.on("snap.util.attr.#text", function (a) {
+            b.stop(), (a = r(a));
+            for (var c = e.doc.createTextNode(a); this.node.firstChild; )
+              this.node.removeChild(this.node.firstChild);
+            this.node.appendChild(c);
+          })(-1),
+          b.on("snap.util.attr.path", function (a) {
+            b.stop(), this.attr({ d: a });
+          })(-1),
+          b.on("snap.util.attr.class", function (a) {
+            b.stop(), (this.node.className.baseVal = a);
+          })(-1),
+          b.on("snap.util.attr.viewBox", function (a) {
+            var c;
+            (c =
+              m(a, "object") && "x" in a
+                ? [a.x, a.y, a.width, a.height].join(" ")
+                : m(a, "array")
+                ? a.join(" ")
+                : a),
+              p(this.node, { viewBox: c }),
+              b.stop();
+          })(-1),
+          b.on("snap.util.attr.transform", function (a) {
+            this.transform(a), b.stop();
+          })(-1),
+          b.on("snap.util.attr.r", function (a) {
+            "rect" == this.type && (b.stop(), p(this.node, { rx: a, ry: a }));
+          })(-1),
+          b.on("snap.util.attr.textpath", function (a) {
+            if ((b.stop(), "text" == this.type)) {
+              var d, e, f;
+              if (!a && this.textPath) {
+                for (e = this.textPath; e.node.firstChild; )
+                  this.node.appendChild(e.node.firstChild);
+                return e.remove(), void delete this.textPath;
+              }
+              if (m(a, "string")) {
+                var g = n(this),
+                  h = l(g.parentNode).path(a);
+                g.appendChild(h.node), (d = h.id), h.attr({ id: d });
+              } else
+                (a = l(a)),
+                  a instanceof c && ((d = a.attr("id")), d || ((d = a.id), a.attr({ id: d })));
+              if (d)
+                if (((e = this.textPath), (f = this.node), e)) e.attr({ "xlink:href": "#" + d });
+                else {
+                  for (e = p("textPath", { "xlink:href": "#" + d }); f.firstChild; )
+                    e.appendChild(f.firstChild);
+                  f.appendChild(e), (this.textPath = l(e));
+                }
+            }
+          })(-1),
+          b.on("snap.util.attr.text", function (a) {
+            if ("text" == this.type) {
+              for (
+                var c = this.node,
+                  d = function (a) {
+                    var b = p("tspan");
+                    if (m(a, "array")) for (var c = 0; c < a.length; c++) b.appendChild(d(a[c]));
+                    else b.appendChild(e.doc.createTextNode(a));
+                    return b.normalize && b.normalize(), b;
+                  };
+                c.firstChild;
+
+              )
+                c.removeChild(c.firstChild);
+              for (var f = d(a); f.firstChild; ) c.appendChild(f.firstChild);
+            }
+            b.stop();
+          })(-1),
+          b.on("snap.util.attr.fontSize", h)(-1),
+          b.on("snap.util.attr.font-size", h)(-1),
+          b.on("snap.util.getattr.transform", function () {
+            return b.stop(), this.transform();
+          })(-1),
+          b.on("snap.util.getattr.textpath", function () {
+            return b.stop(), this.textPath;
+          })(-1),
+          (function () {
+            function c(c) {
+              return function () {
+                b.stop();
+                var d = e.doc.defaultView
+                  .getComputedStyle(this.node, null)
+                  .getPropertyValue("marker-" + c);
+                return "none" == d ? d : a(e.doc.getElementById(d.match(o)[1]));
+              };
+            }
+            function d(a) {
+              return function (c) {
+                b.stop();
+                var d = "marker" + a.charAt(0).toUpperCase() + a.substring(1);
+                if ("" == c || !c) return void (this.node.style[d] = "none");
+                if ("marker" == c.type) {
+                  var e = c.node.id;
+                  return e || p(c.node, { id: c.id }), void (this.node.style[d] = q(e));
+                }
+              };
+            }
+            b.on("snap.util.getattr.marker-end", c("end"))(-1),
+              b.on("snap.util.getattr.markerEnd", c("end"))(-1),
+              b.on("snap.util.getattr.marker-start", c("start"))(-1),
+              b.on("snap.util.getattr.markerStart", c("start"))(-1),
+              b.on("snap.util.getattr.marker-mid", c("mid"))(-1),
+              b.on("snap.util.getattr.markerMid", c("mid"))(-1),
+              b.on("snap.util.attr.marker-end", d("end"))(-1),
+              b.on("snap.util.attr.markerEnd", d("end"))(-1),
+              b.on("snap.util.attr.marker-start", d("start"))(-1),
+              b.on("snap.util.attr.markerStart", d("start"))(-1),
+              b.on("snap.util.attr.marker-mid", d("mid"))(-1),
+              b.on("snap.util.attr.markerMid", d("mid"))(-1);
+          })(),
+          b.on("snap.util.getattr.r", function () {
+            return "rect" == this.type && p(this.node, "rx") == p(this.node, "ry")
+              ? (b.stop(), p(this.node, "rx"))
+              : void 0;
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+            return this.node.className.baseVal;
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+          b.on("snap.util.getattr.font-size", j)(-1);
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+            return (g = k.join(" ")), j != g && (i.className.baseVal = g), this;
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+        function g(a) {
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+              this.el("text", d)
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+            }
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+                (k.addStop = e),
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+                k
+              );
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+                (k.addStop = e),
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+                  e.appendChild(f),
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+              m(b, a.x2, a.y) ||
+              m(b, a.x, a.y2) ||
+              m(b, a.x2, a.y2) ||
+              m(a, b.x, b.y) ||
+              m(a, b.x2, b.y) ||
+              m(a, b.x, b.y2) ||
+              m(a, b.x2, b.y2) ||
+              (((a.x < b.x2 && a.x > b.x) || (b.x < a.x2 && b.x > a.x)) &&
+                ((a.y < b.y2 && a.y > b.y) || (b.y < a.y2 && b.y > a.y)))
+          );
+        }
+        function o(a, b, c, d, e) {
+          var f = -3 * b + 9 * c - 9 * d + 3 * e,
+            g = a * f + 6 * b - 12 * c + 6 * d;
+          return a * g - 3 * b + 3 * c;
+        }
+        function p(a, b, c, d, e, f, g, h, i) {
+          null == i && (i = 1), (i = i > 1 ? 1 : 0 > i ? 0 : i);
+          for (
+            var j = i / 2,
+              k = 12,
+              l = [
+                -0.1252, 0.1252, -0.3678, 0.3678, -0.5873, 0.5873, -0.7699, 0.7699, -0.9041, 0.9041,
+                -0.9816, 0.9816,
+              ],
+              m = [
+                0.2491, 0.2491, 0.2335, 0.2335, 0.2032, 0.2032, 0.1601, 0.1601, 0.1069, 0.1069,
+                0.0472, 0.0472,
+              ],
+              n = 0,
+              p = 0;
+            k > p;
+            p++
+          ) {
+            var q = j * l[p] + j,
+              r = o(q, a, c, e, g),
+              s = o(q, b, d, f, h),
+              t = r * r + s * s;
+            n += m[p] * P.sqrt(t);
+          }
+          return j * n;
+        }
+        function q(a, b, c, d, e, f, g, h, i) {
+          if (!(0 > i || p(a, b, c, d, e, f, g, h) < i)) {
+            var j,
+              k = 1,
+              l = k / 2,
+              m = k - l,
+              n = 0.01;
+            for (j = p(a, b, c, d, e, f, g, h, m); U(j - i) > n; )
+              (l /= 2), (m += (i > j ? 1 : -1) * l), (j = p(a, b, c, d, e, f, g, h, m));
+            return m;
+          }
+        }
+        function r(a, b, c, d, e, f, g, h) {
+          if (!(S(a, c) < R(e, g) || R(a, c) > S(e, g) || S(b, d) < R(f, h) || R(b, d) > S(f, h))) {
+            var i = (a * d - b * c) * (e - g) - (a - c) * (e * h - f * g),
+              j = (a * d - b * c) * (f - h) - (b - d) * (e * h - f * g),
+              k = (a - c) * (f - h) - (b - d) * (e - g);
+            if (k) {
+              var l = i / k,
+                m = j / k,
+                n = +l.toFixed(2),
+                o = +m.toFixed(2);
+              if (
+                !(
+                  n < +R(a, c).toFixed(2) ||
+                  n > +S(a, c).toFixed(2) ||
+                  n < +R(e, g).toFixed(2) ||
+                  n > +S(e, g).toFixed(2) ||
+                  o < +R(b, d).toFixed(2) ||
+                  o > +S(b, d).toFixed(2) ||
+                  o < +R(f, h).toFixed(2) ||
+                  o > +S(f, h).toFixed(2)
+                )
+              )
+                return { x: l, y: m };
+            }
+          }
+        }
+        function s(a, b, c) {
+          var d = l(a),
+            e = l(b);
+          if (!n(d, e)) return c ? 0 : [];
+          for (
+            var f = p.apply(0, a),
+              g = p.apply(0, b),
+              h = ~~(f / 8),
+              i = ~~(g / 8),
+              j = [],
+              m = [],
+              o = {},
+              q = c ? 0 : [],
+              s = 0;
+            h + 1 > s;
+            s++
+          ) {
+            var t = k.apply(0, a.concat(s / h));
+            j.push({ x: t.x, y: t.y, t: s / h });
+          }
+          for (s = 0; i + 1 > s; s++)
+            (t = k.apply(0, b.concat(s / i))), m.push({ x: t.x, y: t.y, t: s / i });
+          for (s = 0; h > s; s++)
+            for (var u = 0; i > u; u++) {
+              var v = j[s],
+                w = j[s + 1],
+                x = m[u],
+                y = m[u + 1],
+                z = U(w.x - v.x) < 0.001 ? "y" : "x",
+                A = U(y.x - x.x) < 0.001 ? "y" : "x",
+                B = r(v.x, v.y, w.x, w.y, x.x, x.y, y.x, y.y);
+              if (B) {
+                if (o[B.x.toFixed(4)] == B.y.toFixed(4)) continue;
+                o[B.x.toFixed(4)] = B.y.toFixed(4);
+                var C = v.t + U((B[z] - v[z]) / (w[z] - v[z])) * (w.t - v.t),
+                  D = x.t + U((B[A] - x[A]) / (y[A] - x[A])) * (y.t - x.t);
+                C >= 0 &&
+                  1 >= C &&
+                  D >= 0 &&
+                  1 >= D &&
+                  (c ? q++ : q.push({ x: B.x, y: B.y, t1: C, t2: D }));
+              }
+            }
+          return q;
+        }
+        function t(a, b) {
+          return v(a, b);
+        }
+        function u(a, b) {
+          return v(a, b, 1);
+        }
+        function v(a, b, c) {
+          (a = G(a)), (b = G(b));
+          for (var d, e, f, g, h, i, j, k, l, m, n = c ? 0 : [], o = 0, p = a.length; p > o; o++) {
+            var q = a[o];
+            if ("M" == q[0]) (d = h = q[1]), (e = i = q[2]);
+            else {
+              "C" == q[0]
+                ? ((l = [d, e].concat(q.slice(1))), (d = l[6]), (e = l[7]))
+                : ((l = [d, e, d, e, h, i, h, i]), (d = h), (e = i));
+              for (var r = 0, t = b.length; t > r; r++) {
+                var u = b[r];
+                if ("M" == u[0]) (f = j = u[1]), (g = k = u[2]);
+                else {
+                  "C" == u[0]
+                    ? ((m = [f, g].concat(u.slice(1))), (f = m[6]), (g = m[7]))
+                    : ((m = [f, g, f, g, j, k, j, k]), (f = j), (g = k));
+                  var v = s(l, m, c);
+                  if (c) n += v;
+                  else {
+                    for (var w = 0, x = v.length; x > w; w++)
+                      (v[w].segment1 = o), (v[w].segment2 = r), (v[w].bez1 = l), (v[w].bez2 = m);
+                    n = n.concat(v);
+                  }
+                }
+              }
+            }
+          }
+          return n;
+        }
+        function w(a, b, c) {
+          var d = x(a);
+          return (
+            m(d, b, c) &&
+            v(
+              a,
+              [
+                ["M", b, c],
+                ["H", d.x2 + 10],
+              ],
+              1
+            ) %
+              2 ==
+              1
+          );
+        }
+        function x(a) {
+          var b = e(a);
+          if (b.bbox) return L(b.bbox);
+          if (!a) return f();
+          a = G(a);
+          for (var c, d = 0, g = 0, h = [], i = [], j = 0, k = a.length; k > j; j++)
+            if (((c = a[j]), "M" == c[0])) (d = c[1]), (g = c[2]), h.push(d), i.push(g);
+            else {
+              var l = F(d, g, c[1], c[2], c[3], c[4], c[5], c[6]);
+              (h = h.concat(l.min.x, l.max.x)),
+                (i = i.concat(l.min.y, l.max.y)),
+                (d = c[5]),
+                (g = c[6]);
+            }
+          var m = R.apply(0, h),
+            n = R.apply(0, i),
+            o = S.apply(0, h),
+            p = S.apply(0, i),
+            q = f(m, n, o - m, p - n);
+          return (b.bbox = L(q)), q;
+        }
+        function y(a, b, c, d, e) {
+          if (e)
+            return [
+              ["M", +a + +e, b],
+              ["l", c - 2 * e, 0],
+              ["a", e, e, 0, 0, 1, e, e],
+              ["l", 0, d - 2 * e],
+              ["a", e, e, 0, 0, 1, -e, e],
+              ["l", 2 * e - c, 0],
+              ["a", e, e, 0, 0, 1, -e, -e],
+              ["l", 0, 2 * e - d],
+              ["a", e, e, 0, 0, 1, e, -e],
+              ["z"],
+            ];
+          var f = [["M", a, b], ["l", c, 0], ["l", 0, d], ["l", -c, 0], ["z"]];
+          return (f.toString = g), f;
+        }
+        function z(a, b, c, d, e) {
+          if (
+            (null == e && null == d && (d = c), (a = +a), (b = +b), (c = +c), (d = +d), null != e)
+          )
+            var f = Math.PI / 180,
+              h = a + c * Math.cos(-d * f),
+              i = a + c * Math.cos(-e * f),
+              j = b + c * Math.sin(-d * f),
+              k = b + c * Math.sin(-e * f),
+              l = [
+                ["M", h, j],
+                ["A", c, c, 0, +(e - d > 180), 0, i, k],
+              ];
+          else
+            l = [
+              ["M", a, b],
+              ["m", 0, -d],
+              ["a", c, d, 0, 1, 1, 0, 2 * d],
+              ["a", c, d, 0, 1, 1, 0, -2 * d],
+              ["z"],
+            ];
+          return (l.toString = g), l;
+        }
+        function A(b) {
+          var c = e(b),
+            d = String.prototype.toLowerCase;
+          if (c.rel) return h(c.rel);
+          (a.is(b, "array") && a.is(b && b[0], "array")) || (b = a.parsePathString(b));
+          var f = [],
+            i = 0,
+            j = 0,
+            k = 0,
+            l = 0,
+            m = 0;
+          "M" == b[0][0] &&
+            ((i = b[0][1]), (j = b[0][2]), (k = i), (l = j), m++, f.push(["M", i, j]));
+          for (var n = m, o = b.length; o > n; n++) {
+            var p = (f[n] = []),
+              q = b[n];
+            if (q[0] != d.call(q[0]))
+              switch (((p[0] = d.call(q[0])), p[0])) {
+                case "a":
+                  (p[1] = q[1]),
+                    (p[2] = q[2]),
+                    (p[3] = q[3]),
+                    (p[4] = q[4]),
+                    (p[5] = q[5]),
+                    (p[6] = +(q[6] - i).toFixed(3)),
+                    (p[7] = +(q[7] - j).toFixed(3));
+                  break;
+                case "v":
+                  p[1] = +(q[1] - j).toFixed(3);
+                  break;
+                case "m":
+                  (k = q[1]), (l = q[2]);
+                default:
+                  for (var r = 1, s = q.length; s > r; r++)
+                    p[r] = +(q[r] - (r % 2 ? i : j)).toFixed(3);
+              }
+            else {
+              (p = f[n] = []), "m" == q[0] && ((k = q[1] + i), (l = q[2] + j));
+              for (var t = 0, u = q.length; u > t; t++) f[n][t] = q[t];
+            }
+            var v = f[n].length;
+            switch (f[n][0]) {
+              case "z":
+                (i = k), (j = l);
+                break;
+              case "h":
+                i += +f[n][v - 1];
+                break;
+              case "v":
+                j += +f[n][v - 1];
+                break;
+              default:
+                (i += +f[n][v - 2]), (j += +f[n][v - 1]);
+            }
+          }
+          return (f.toString = g), (c.rel = h(f)), f;
+        }
+        function B(b) {
+          var c = e(b);
+          if (c.abs) return h(c.abs);
+          if (
+            ((K(b, "array") && K(b && b[0], "array")) || (b = a.parsePathString(b)),
+            !b || !b.length)
+          )
+            return [["M", 0, 0]];
+          var d,
+            f = [],
+            i = 0,
+            j = 0,
+            k = 0,
+            l = 0,
+            m = 0;
+          "M" == b[0][0] &&
+            ((i = +b[0][1]), (j = +b[0][2]), (k = i), (l = j), m++, (f[0] = ["M", i, j]));
+          for (
+            var n,
+              o,
+              p =
+                3 == b.length &&
+                "M" == b[0][0] &&
+                "R" == b[1][0].toUpperCase() &&
+                "Z" == b[2][0].toUpperCase(),
+              q = m,
+              r = b.length;
+            r > q;
+            q++
+          ) {
+            if ((f.push((n = [])), (o = b[q]), (d = o[0]), d != d.toUpperCase()))
+              switch (((n[0] = d.toUpperCase()), n[0])) {
+                case "A":
+                  (n[1] = o[1]),
+                    (n[2] = o[2]),
+                    (n[3] = o[3]),
+                    (n[4] = o[4]),
+                    (n[5] = o[5]),
+                    (n[6] = +o[6] + i),
+                    (n[7] = +o[7] + j);
+                  break;
+                case "V":
+                  n[1] = +o[1] + j;
+                  break;
+                case "H":
+                  n[1] = +o[1] + i;
+                  break;
+                case "R":
+                  for (var s = [i, j].concat(o.slice(1)), t = 2, u = s.length; u > t; t++)
+                    (s[t] = +s[t] + i), (s[++t] = +s[t] + j);
+                  f.pop(), (f = f.concat(I(s, p)));
+                  break;
+                case "O":
+                  f.pop(), (s = z(i, j, o[1], o[2])), s.push(s[0]), (f = f.concat(s));
+                  break;
+                case "U":
+                  f.pop(),
+                    (f = f.concat(z(i, j, o[1], o[2], o[3]))),
+                    (n = ["U"].concat(f[f.length - 1].slice(-2)));
+                  break;
+                case "M":
+                  (k = +o[1] + i), (l = +o[2] + j);
+                default:
+                  for (t = 1, u = o.length; u > t; t++) n[t] = +o[t] + (t % 2 ? i : j);
+              }
+            else if ("R" == d)
+              (s = [i, j].concat(o.slice(1))),
+                f.pop(),
+                (f = f.concat(I(s, p))),
+                (n = ["R"].concat(o.slice(-2)));
+            else if ("O" == d) f.pop(), (s = z(i, j, o[1], o[2])), s.push(s[0]), (f = f.concat(s));
+            else if ("U" == d)
+              f.pop(),
+                (f = f.concat(z(i, j, o[1], o[2], o[3]))),
+                (n = ["U"].concat(f[f.length - 1].slice(-2)));
+            else for (var v = 0, w = o.length; w > v; v++) n[v] = o[v];
+            if (((d = d.toUpperCase()), "O" != d))
+              switch (n[0]) {
+                case "Z":
+                  (i = +k), (j = +l);
+                  break;
+                case "H":
+                  i = n[1];
+                  break;
+                case "V":
+                  j = n[1];
+                  break;
+                case "M":
+                  (k = n[n.length - 2]), (l = n[n.length - 1]);
+                default:
+                  (i = n[n.length - 2]), (j = n[n.length - 1]);
+              }
+          }
+          return (f.toString = g), (c.abs = h(f)), f;
+        }
+        function C(a, b, c, d) {
+          return [a, b, c, d, c, d];
+        }
+        function D(a, b, c, d, e, f) {
+          var g = 1 / 3,
+            h = 2 / 3;
+          return [g * a + h * c, g * b + h * d, g * e + h * c, g * f + h * d, e, f];
+        }
+        function E(b, c, d, e, f, g, h, i, j, k) {
+          var l,
+            m = (120 * Q) / 180,
+            n = (Q / 180) * (+f || 0),
+            o = [],
+            p = a._.cacher(function (a, b, c) {
+              var d = a * P.cos(c) - b * P.sin(c),
+                e = a * P.sin(c) + b * P.cos(c);
+              return { x: d, y: e };
+            });
+          if (!d || !e) return [b, c, i, j, i, j];
+          if (k) (y = k[0]), (z = k[1]), (w = k[2]), (x = k[3]);
+          else {
+            (l = p(b, c, -n)), (b = l.x), (c = l.y), (l = p(i, j, -n)), (i = l.x), (j = l.y);
+            var q = (P.cos((Q / 180) * f), P.sin((Q / 180) * f), (b - i) / 2),
+              r = (c - j) / 2,
+              s = (q * q) / (d * d) + (r * r) / (e * e);
+            s > 1 && ((s = P.sqrt(s)), (d = s * d), (e = s * e));
+            var t = d * d,
+              u = e * e,
+              v =
+                (g == h ? -1 : 1) *
+                P.sqrt(U((t * u - t * r * r - u * q * q) / (t * r * r + u * q * q))),
+              w = (v * d * r) / e + (b + i) / 2,
+              x = (v * -e * q) / d + (c + j) / 2,
+              y = P.asin(((c - x) / e).toFixed(9)),
+              z = P.asin(((j - x) / e).toFixed(9));
+            (y = w > b ? Q - y : y),
+              (z = w > i ? Q - z : z),
+              0 > y && (y = 2 * Q + y),
+              0 > z && (z = 2 * Q + z),
+              h && y > z && (y -= 2 * Q),
+              !h && z > y && (z -= 2 * Q);
+          }
+          var A = z - y;
+          if (U(A) > m) {
+            var B = z,
+              C = i,
+              D = j;
+            (z = y + m * (h && z > y ? 1 : -1)),
+              (i = w + d * P.cos(z)),
+              (j = x + e * P.sin(z)),
+              (o = E(i, j, d, e, f, 0, h, C, D, [z, B, w, x]));
+          }
+          A = z - y;
+          var F = P.cos(y),
+            G = P.sin(y),
+            H = P.cos(z),
+            I = P.sin(z),
+            J = P.tan(A / 4),
+            K = (4 / 3) * d * J,
+            L = (4 / 3) * e * J,
+            M = [b, c],
+            N = [b + K * G, c - L * F],
+            O = [i + K * I, j - L * H],
+            R = [i, j];
+          if (((N[0] = 2 * M[0] - N[0]), (N[1] = 2 * M[1] - N[1]), k)) return [N, O, R].concat(o);
+          o = [N, O, R].concat(o).join().split(",");
+          for (var S = [], T = 0, V = o.length; V > T; T++)
+            S[T] = T % 2 ? p(o[T - 1], o[T], n).y : p(o[T], o[T + 1], n).x;
+          return S;
+        }
+        function F(a, b, c, d, e, f, g, h) {
+          for (var i, j, k, l, m, n, o, p, q = [], r = [[], []], s = 0; 2 > s; ++s)
+            if (
+              (0 == s
+                ? ((j = 6 * a - 12 * c + 6 * e),
+                  (i = -3 * a + 9 * c - 9 * e + 3 * g),
+                  (k = 3 * c - 3 * a))
+                : ((j = 6 * b - 12 * d + 6 * f),
+                  (i = -3 * b + 9 * d - 9 * f + 3 * h),
+                  (k = 3 * d - 3 * b)),
+              U(i) < 1e-12)
+            ) {
+              if (U(j) < 1e-12) continue;
+              (l = -k / j), l > 0 && 1 > l && q.push(l);
+            } else
+              (o = j * j - 4 * k * i),
+                (p = P.sqrt(o)),
+                0 > o ||
+                  ((m = (-j + p) / (2 * i)),
+                  m > 0 && 1 > m && q.push(m),
+                  (n = (-j - p) / (2 * i)),
+                  n > 0 && 1 > n && q.push(n));
+          for (var t, u = q.length, v = u; u--; )
+            (l = q[u]),
+              (t = 1 - l),
+              (r[0][u] = t * t * t * a + 3 * t * t * l * c + 3 * t * l * l * e + l * l * l * g),
+              (r[1][u] = t * t * t * b + 3 * t * t * l * d + 3 * t * l * l * f + l * l * l * h);
+          return (
+            (r[0][v] = a),
+            (r[1][v] = b),
+            (r[0][v + 1] = g),
+            (r[1][v + 1] = h),
+            (r[0].length = r[1].length = v + 2),
+            {
+              min: { x: R.apply(0, r[0]), y: R.apply(0, r[1]) },
+              max: { x: S.apply(0, r[0]), y: S.apply(0, r[1]) },
+            }
+          );
+        }
+        function G(a, b) {
+          var c = !b && e(a);
+          if (!b && c.curve) return h(c.curve);
+          for (
+            var d = B(a),
+              f = b && B(b),
+              g = { x: 0, y: 0, bx: 0, by: 0, X: 0, Y: 0, qx: null, qy: null },
+              i = { x: 0, y: 0, bx: 0, by: 0, X: 0, Y: 0, qx: null, qy: null },
+              j = function (a, b, c) {
+                var d, e;
+                if (!a) return ["C", b.x, b.y, b.x, b.y, b.x, b.y];
+                switch ((!(a[0] in { T: 1, Q: 1 }) && (b.qx = b.qy = null), a[0])) {
+                  case "M":
+                    (b.X = a[1]), (b.Y = a[2]);
+                    break;
+                  case "A":
+                    a = ["C"].concat(E.apply(0, [b.x, b.y].concat(a.slice(1))));
+                    break;
+                  case "S":
+                    "C" == c || "S" == c
+                      ? ((d = 2 * b.x - b.bx), (e = 2 * b.y - b.by))
+                      : ((d = b.x), (e = b.y)),
+                      (a = ["C", d, e].concat(a.slice(1)));
+                    break;
+                  case "T":
+                    "Q" == c || "T" == c
+                      ? ((b.qx = 2 * b.x - b.qx), (b.qy = 2 * b.y - b.qy))
+                      : ((b.qx = b.x), (b.qy = b.y)),
+                      (a = ["C"].concat(D(b.x, b.y, b.qx, b.qy, a[1], a[2])));
+                    break;
+                  case "Q":
+                    (b.qx = a[1]),
+                      (b.qy = a[2]),
+                      (a = ["C"].concat(D(b.x, b.y, a[1], a[2], a[3], a[4])));
+                    break;
+                  case "L":
+                    a = ["C"].concat(C(b.x, b.y, a[1], a[2]));
+                    break;
+                  case "H":
+                    a = ["C"].concat(C(b.x, b.y, a[1], b.y));
+                    break;
+                  case "V":
+                    a = ["C"].concat(C(b.x, b.y, b.x, a[1]));
+                    break;
+                  case "Z":
+                    a = ["C"].concat(C(b.x, b.y, b.X, b.Y));
+                }
+                return a;
+              },
+              k = function (a, b) {
+                if (a[b].length > 7) {
+                  a[b].shift();
+                  for (var c = a[b]; c.length; )
+                    (m[b] = "A"), f && (n[b] = "A"), a.splice(b++, 0, ["C"].concat(c.splice(0, 6)));
+                  a.splice(b, 1), (r = S(d.length, (f && f.length) || 0));
+                }
+              },
+              l = function (a, b, c, e, g) {
+                a &&
+                  b &&
+                  "M" == a[g][0] &&
+                  "M" != b[g][0] &&
+                  (b.splice(g, 0, ["M", e.x, e.y]),
+                  (c.bx = 0),
+                  (c.by = 0),
+                  (c.x = a[g][1]),
+                  (c.y = a[g][2]),
+                  (r = S(d.length, (f && f.length) || 0)));
+              },
+              m = [],
+              n = [],
+              o = "",
+              p = "",
+              q = 0,
+              r = S(d.length, (f && f.length) || 0);
+            r > q;
+            q++
+          ) {
+            d[q] && (o = d[q][0]),
+              "C" != o && ((m[q] = o), q && (p = m[q - 1])),
+              (d[q] = j(d[q], g, p)),
+              "A" != m[q] && "C" == o && (m[q] = "C"),
+              k(d, q),
+              f &&
+                (f[q] && (o = f[q][0]),
+                "C" != o && ((n[q] = o), q && (p = n[q - 1])),
+                (f[q] = j(f[q], i, p)),
+                "A" != n[q] && "C" == o && (n[q] = "C"),
+                k(f, q)),
+              l(d, f, g, i, q),
+              l(f, d, i, g, q);
+            var s = d[q],
+              t = f && f[q],
+              u = s.length,
+              v = f && t.length;
+            (g.x = s[u - 2]),
+              (g.y = s[u - 1]),
+              (g.bx = O(s[u - 4]) || g.x),
+              (g.by = O(s[u - 3]) || g.y),
+              (i.bx = f && (O(t[v - 4]) || i.x)),
+              (i.by = f && (O(t[v - 3]) || i.y)),
+              (i.x = f && t[v - 2]),
+              (i.y = f && t[v - 1]);
+          }
+          return f || (c.curve = h(d)), f ? [d, f] : d;
+        }
+        function H(a, b) {
+          if (!b) return a;
+          var c, d, e, f, g, h, i;
+          for (a = G(a), e = 0, g = a.length; g > e; e++)
+            for (i = a[e], f = 1, h = i.length; h > f; f += 2)
+              (c = b.x(i[f], i[f + 1])), (d = b.y(i[f], i[f + 1])), (i[f] = c), (i[f + 1] = d);
+          return a;
+        }
+        function I(a, b) {
+          for (var c = [], d = 0, e = a.length; e - 2 * !b > d; d += 2) {
+            var f = [
+              { x: +a[d - 2], y: +a[d - 1] },
+              { x: +a[d], y: +a[d + 1] },
+              { x: +a[d + 2], y: +a[d + 3] },
+              { x: +a[d + 4], y: +a[d + 5] },
+            ];
+            b
+              ? d
+                ? e - 4 == d
+                  ? (f[3] = { x: +a[0], y: +a[1] })
+                  : e - 2 == d && ((f[2] = { x: +a[0], y: +a[1] }), (f[3] = { x: +a[2], y: +a[3] }))
+                : (f[0] = { x: +a[e - 2], y: +a[e - 1] })
+              : e - 4 == d
+              ? (f[3] = f[2])
+              : d || (f[0] = { x: +a[d], y: +a[d + 1] }),
+              c.push([
+                "C",
+                (-f[0].x + 6 * f[1].x + f[2].x) / 6,
+                (-f[0].y + 6 * f[1].y + f[2].y) / 6,
+                (f[1].x + 6 * f[2].x - f[3].x) / 6,
+                (f[1].y + 6 * f[2].y - f[3].y) / 6,
+                f[2].x,
+                f[2].y,
+              ]);
+          }
+          return c;
+        }
+        var J = b.prototype,
+          K = a.is,
+          L = a._.clone,
+          M = "hasOwnProperty",
+          N = /,?([a-z]),?/gi,
+          O = parseFloat,
+          P = Math,
+          Q = P.PI,
+          R = P.min,
+          S = P.max,
+          T = P.pow,
+          U = P.abs,
+          V = j(1),
+          W = j(),
+          X = j(0, 1),
+          Y = a._unit2px,
+          Z = {
+            path: function (a) {
+              return a.attr("path");
+            },
+            circle: function (a) {
+              var b = Y(a);
+              return z(b.cx, b.cy, b.r);
+            },
+            ellipse: function (a) {
+              var b = Y(a);
+              return z(b.cx || 0, b.cy || 0, b.rx, b.ry);
+            },
+            rect: function (a) {
+              var b = Y(a);
+              return y(b.x || 0, b.y || 0, b.width, b.height, b.rx, b.ry);
+            },
+            image: function (a) {
+              var b = Y(a);
+              return y(b.x || 0, b.y || 0, b.width, b.height);
+            },
+            line: function (a) {
+              return "M" + [a.attr("x1") || 0, a.attr("y1") || 0, a.attr("x2"), a.attr("y2")];
+            },
+            polyline: function (a) {
+              return "M" + a.attr("points");
+            },
+            polygon: function (a) {
+              return "M" + a.attr("points") + "z";
+            },
+            deflt: function (a) {
+              var b = a.node.getBBox();
+              return y(b.x, b.y, b.width, b.height);
+            },
+          };
+        (a.path = e),
+          (a.path.getTotalLength = V),
+          (a.path.getPointAtLength = W),
+          (a.path.getSubpath = function (a, b, c) {
+            if (this.getTotalLength(a) - c < 1e-6) return X(a, b).end;
+            var d = X(a, c, 1);
+            return b ? X(d, b).end : d;
+          }),
+          (J.getTotalLength = function () {
+            return this.node.getTotalLength ? this.node.getTotalLength() : void 0;
+          }),
+          (J.getPointAtLength = function (a) {
+            return W(this.attr("d"), a);
+          }),
+          (J.getSubpath = function (b, c) {
+            return a.path.getSubpath(this.attr("d"), b, c);
+          }),
+          (a._.box = f),
+          (a.path.findDotsAtSegment = k),
+          (a.path.bezierBBox = l),
+          (a.path.isPointInsideBBox = m),
+          (a.closest = function (b, c, d, e) {
+            for (
+              var g = 100,
+                h = f(b - g / 2, c - g / 2, g, g),
+                i = [],
+                j = d[0].hasOwnProperty("x")
+                  ? function (a) {
+                      return { x: d[a].x, y: d[a].y };
+                    }
+                  : function (a) {
+                      return { x: d[a], y: e[a] };
+                    },
+                k = 0;
+              1e6 >= g && !k;
+
+            ) {
+              for (var l = 0, n = d.length; n > l; l++) {
+                var o = j(l);
+                if (m(h, o.x, o.y)) {
+                  k++, i.push(o);
+                  break;
+                }
+              }
+              k || ((g *= 2), (h = f(b - g / 2, c - g / 2, g, g)));
+            }
+            if (1e6 != g) {
+              var p,
+                q = 1 / 0;
+              for (l = 0, n = i.length; n > l; l++) {
+                var r = a.len(b, c, i[l].x, i[l].y);
+                q > r && ((q = r), (i[l].len = r), (p = i[l]));
+              }
+              return p;
+            }
+          }),
+          (a.path.isBBoxIntersect = n),
+          (a.path.intersection = t),
+          (a.path.intersectionNumber = u),
+          (a.path.isPointInside = w),
+          (a.path.getBBox = x),
+          (a.path.get = Z),
+          (a.path.toRelative = A),
+          (a.path.toAbsolute = B),
+          (a.path.toCubic = G),
+          (a.path.map = H),
+          (a.path.toString = g),
+          (a.path.clone = h);
+      }),
+      d.plugin(function (a, d, e, f) {
+        var g = Math.max,
+          h = Math.min,
+          i = function (a) {
+            if (
+              ((this.items = []), (this.bindings = {}), (this.length = 0), (this.type = "set"), a)
+            )
+              for (var b = 0, c = a.length; c > b; b++)
+                a[b] &&
+                  ((this[this.items.length] = this.items[this.items.length] = a[b]), this.length++);
+          },
+          j = i.prototype;
+        (j.push = function () {
+          for (var a, b, c = 0, d = arguments.length; d > c; c++)
+            (a = arguments[c]),
+              a && ((b = this.items.length), (this[b] = this.items[b] = a), this.length++);
+          return this;
+        }),
+          (j.pop = function () {
+            return this.length && delete this[this.length--], this.items.pop();
+          }),
+          (j.forEach = function (a, b) {
+            for (var c = 0, d = this.items.length; d > c; c++)
+              if (a.call(b, this.items[c], c) === !1) return this;
+            return this;
+          }),
+          (j.animate = function (d, e, f, g) {
+            "function" != typeof f || f.length || ((g = f), (f = c.linear)),
+              d instanceof a._.Animation &&
+                ((g = d.callback), (f = d.easing), (e = f.dur), (d = d.attr));
+            var h = arguments;
+            if (a.is(d, "array") && a.is(h[h.length - 1], "array")) var i = !0;
+            var j,
+              k = function () {
+                j ? (this.b = j) : (j = this.b);
+              },
+              l = 0,
+              m = this,
+              n =
+                g &&
+                function () {
+                  ++l == m.length && g.call(this);
+                };
+            return this.forEach(function (a, c) {
+              b.once("snap.animcreated." + a.id, k),
+                i ? h[c] && a.animate.apply(a, h[c]) : a.animate(d, e, f, n);
+            });
+          }),
+          (j.remove = function () {
+            for (; this.length; ) this.pop().remove();
+            return this;
+          }),
+          (j.bind = function (a, b, c) {
+            var d = {};
+            if ("function" == typeof b) this.bindings[a] = b;
+            else {
+              var e = c || a;
+              this.bindings[a] = function (a) {
+                (d[e] = a), b.attr(d);
+              };
+            }
+            return this;
+          }),
+          (j.attr = function (a) {
+            var b = {};
+            for (var c in a) this.bindings[c] ? this.bindings[c](a[c]) : (b[c] = a[c]);
+            for (var d = 0, e = this.items.length; e > d; d++) this.items[d].attr(b);
+            return this;
+          }),
+          (j.clear = function () {
+            for (; this.length; ) this.pop();
+          }),
+          (j.splice = function (a, b, c) {
+            (a = 0 > a ? g(this.length + a, 0) : a), (b = g(0, h(this.length - a, b)));
+            var d,
+              e = [],
+              f = [],
+              j = [];
+            for (d = 2; d < arguments.length; d++) j.push(arguments[d]);
+            for (d = 0; b > d; d++) f.push(this[a + d]);
+            for (; d < this.length - a; d++) e.push(this[a + d]);
+            var k = j.length;
+            for (d = 0; d < k + e.length; d++)
+              this.items[a + d] = this[a + d] = k > d ? j[d] : e[d - k];
+            for (d = this.items.length = this.length -= b - k; this[d]; ) delete this[d++];
+            return new i(f);
+          }),
+          (j.exclude = function (a) {
+            for (var b = 0, c = this.length; c > b; b++)
+              if (this[b] == a) return this.splice(b, 1), !0;
+            return !1;
+          }),
+          (j.insertAfter = function (a) {
+            for (var b = this.items.length; b--; ) this.items[b].insertAfter(a);
+            return this;
+          }),
+          (j.getBBox = function () {
+            for (var a = [], b = [], c = [], d = [], e = this.items.length; e--; )
+              if (!this.items[e].removed) {
+                var f = this.items[e].getBBox();
+                a.push(f.x), b.push(f.y), c.push(f.x + f.width), d.push(f.y + f.height);
+              }
+            return (
+              (a = h.apply(0, a)),
+              (b = h.apply(0, b)),
+              (c = g.apply(0, c)),
+              (d = g.apply(0, d)),
+              {
+                x: a,
+                y: b,
+                x2: c,
+                y2: d,
+                width: c - a,
+                height: d - b,
+                cx: a + (c - a) / 2,
+                cy: b + (d - b) / 2,
+              }
+            );
+          }),
+          (j.clone = function (a) {
+            a = new i();
+            for (var b = 0, c = this.items.length; c > b; b++) a.push(this.items[b].clone());
+            return a;
+          }),
+          (j.toString = function () {
+            return "Snap‘s set";
+          }),
+          (j.type = "set"),
+          (a.Set = i),
+          (a.set = function () {
+            var a = new i();
+            return arguments.length && a.push.apply(a, Array.prototype.slice.call(arguments, 0)), a;
+          });
+      }),
+      d.plugin(function (a, c, d, e) {
+        function f(a) {
+          var b = a[0];
+          switch (b.toLowerCase()) {
+            case "t":
+              return [b, 0, 0];
+            case "m":
+              return [b, 1, 0, 0, 1, 0, 0];
+            case "r":
+              return 4 == a.length ? [b, 0, a[2], a[3]] : [b, 0];
+            case "s":
+              return 5 == a.length ? [b, 1, 1, a[3], a[4]] : 3 == a.length ? [b, 1, 1] : [b, 1];
+          }
+        }
+        function g(b, c, d) {
+          (b = b || new a.Matrix()),
+            (c = c || new a.Matrix()),
+            (b = a.parseTransformString(b.toTransformString()) || []),
+            (c = a.parseTransformString(c.toTransformString()) || []);
+          for (
+            var e, g, h, i, j = Math.max(b.length, c.length), k = [], n = [], o = 0;
+            j > o;
+            o++
+          ) {
+            if (
+              ((h = b[o] || f(c[o])),
+              (i = c[o] || f(h)),
+              h[0] != i[0] ||
+                ("r" == h[0].toLowerCase() && (h[2] != i[2] || h[3] != i[3])) ||
+                ("s" == h[0].toLowerCase() && (h[3] != i[3] || h[4] != i[4])))
+            ) {
+              (b = a._.transform2matrix(b, d())),
+                (c = a._.transform2matrix(c, d())),
+                (k = [["m", b.a, b.b, b.c, b.d, b.e, b.f]]),
+                (n = [["m", c.a, c.b, c.c, c.d, c.e, c.f]]);
+              break;
+            }
+            for (k[o] = [], n[o] = [], e = 0, g = Math.max(h.length, i.length); g > e; e++)
+              e in h && (k[o][e] = h[e]), e in i && (n[o][e] = i[e]);
+          }
+          return { from: m(k), to: m(n), f: l(k) };
+        }
+        function h(a) {
+          return a;
+        }
+        function i(a) {
+          return function (b) {
+            return +b.toFixed(3) + a;
+          };
+        }
+        function j(a) {
+          return a.join(" ");
+        }
+        function k(b) {
+          return a.rgb(b[0], b[1], b[2], b[3]);
+        }
+        function l(a) {
+          var b,
+            c,
+            d,
+            e,
+            f,
+            g,
+            h = 0,
+            i = [];
+          for (b = 0, c = a.length; c > b; b++) {
+            for (f = "[", g = ['"' + a[b][0] + '"'], d = 1, e = a[b].length; e > d; d++)
+              g[d] = "val[" + h++ + "]";
+            (f += g + "]"), (i[b] = f);
+          }
+          return Function("val", "return Snap.path.toString.call([" + i + "])");
+        }
+        function m(a) {
+          for (var b = [], c = 0, d = a.length; d > c; c++)
+            for (var e = 1, f = a[c].length; f > e; e++) b.push(a[c][e]);
+          return b;
+        }
+        function n(a) {
+          return isFinite(a);
+        }
+        function o(b, c) {
+          return a.is(b, "array") && a.is(c, "array") ? b.toString() == c.toString() : !1;
+        }
+        var p = {},
+          q = /[%a-z]+$/i,
+          r = String;
+        (p.stroke = p.fill = "colour"),
+          (c.prototype.equal = function (a, c) {
+            return b("snap.util.equal", this, a, c).firstDefined();
+          }),
+          b.on("snap.util.equal", function (b, c) {
+            var d,
+              e,
+              f = r(this.attr(b) || ""),
+              s = this;
+            if ("colour" == p[b])
+              return (
+                (d = a.color(f)),
+                (e = a.color(c)),
+                { from: [d.r, d.g, d.b, d.opacity], to: [e.r, e.g, e.b, e.opacity], f: k }
+              );
+            if ("viewBox" == b)
+              return (
+                (d = this.attr(b).vb.split(" ").map(Number)),
+                (e = c.split(" ").map(Number)),
+                { from: d, to: e, f: j }
+              );
+            if ("transform" == b || "gradientTransform" == b || "patternTransform" == b)
+              return (
+                "string" == typeof c && (c = r(c).replace(/\.{3}|\u2026/g, f)),
+                (f = this.matrix),
+                (c = a._.rgTransform.test(c)
+                  ? a._.transform2matrix(c, this.getBBox())
+                  : a._.transform2matrix(a._.svgTransform2string(c), this.getBBox())),
+                g(f, c, function () {
+                  return s.getBBox(1);
+                })
+              );
+            if ("d" == b || "path" == b)
+              return (d = a.path.toCubic(f, c)), { from: m(d[0]), to: m(d[1]), f: l(d[0]) };
+            if ("points" == b)
+              return (
+                (d = r(f).split(a._.separator)),
+                (e = r(c).split(a._.separator)),
+                {
+                  from: d,
+                  to: e,
+                  f: function (a) {
+                    return a;
+                  },
+                }
+              );
+            if (n(f) && n(c)) return { from: parseFloat(f), to: parseFloat(c), f: h };
+            var t = f.match(q),
+              u = r(c).match(q);
+            return t && o(t, u)
+              ? { from: parseFloat(f), to: parseFloat(c), f: i(t) }
+              : { from: this.asPX(b), to: this.asPX(b, c), f: h };
+          });
+      }),
+      d.plugin(function (a, c, d, e) {
+        for (
+          var f = c.prototype,
+            g = "hasOwnProperty",
+            h = ("createTouch" in e.doc),
+            i = [
+              "click",
+              "dblclick",
+              "mousedown",
+              "mousemove",
+              "mouseout",
+              "mouseover",
+              "mouseup",
+              "touchstart",
+              "touchmove",
+              "touchend",
+              "touchcancel",
+            ],
+            j = { mousedown: "touchstart", mousemove: "touchmove", mouseup: "touchend" },
+            k = function (a, b) {
+              var c = "y" == a ? "scrollTop" : "scrollLeft",
+                d = b && b.node ? b.node.ownerDocument : e.doc;
+              return d[(c in d.documentElement) ? "documentElement" : "body"][c];
+            },
+            l = function () {
+              return this.originalEvent.preventDefault();
+            },
+            m = function () {
+              return this.originalEvent.stopPropagation();
+            },
+            n = function (a, b, c, d) {
+              var e = h && j[b] ? j[b] : b,
+                f = function (e) {
+                  var f = k("y", d),
+                    i = k("x", d);
+                  if (h && j[g](b))
+                    for (var n = 0, o = e.targetTouches && e.targetTouches.length; o > n; n++)
+                      if (e.targetTouches[n].target == a || a.contains(e.targetTouches[n].target)) {
+                        var p = e;
+                        (e = e.targetTouches[n]),
+                          (e.originalEvent = p),
+                          (e.preventDefault = l),
+                          (e.stopPropagation = m);
+                        break;
+                      }
+                  var q = e.clientX + i,
+                    r = e.clientY + f;
+                  return c.call(d, e, q, r);
+                };
+              return (
+                b !== e && a.addEventListener(b, f, !1),
+                a.addEventListener(e, f, !1),
+                function () {
+                  return (
+                    b !== e && a.removeEventListener(b, f, !1), a.removeEventListener(e, f, !1), !0
+                  );
+                }
+              );
+            },
+            o = [],
+            p = function (a) {
+              for (
+                var c, d = a.clientX, e = a.clientY, f = k("y"), g = k("x"), i = o.length;
+                i--;
+
+              ) {
+                if (((c = o[i]), h)) {
+                  for (var j, l = a.touches && a.touches.length; l--; )
+                    if (
+                      ((j = a.touches[l]),
+                      j.identifier == c.el._drag.id || c.el.node.contains(j.target))
+                    ) {
+                      (d = j.clientX),
+                        (e = j.clientY),
+                        (a.originalEvent ? a.originalEvent : a).preventDefault();
+                      break;
+                    }
+                } else a.preventDefault();
+                var m = c.el.node;
+                m.nextSibling, m.parentNode, m.style.display;
+                (d += g),
+                  (e += f),
+                  b(
+                    "snap.drag.move." + c.el.id,
+                    c.move_scope || c.el,
+                    d - c.el._drag.x,
+                    e - c.el._drag.y,
+                    d,
+                    e,
+                    a
+                  );
+              }
+            },
+            q = function (c) {
+              a.unmousemove(p).unmouseup(q);
+              for (var d, e = o.length; e--; )
+                (d = o[e]),
+                  (d.el._drag = {}),
+                  b(
+                    "snap.drag.end." + d.el.id,
+                    d.end_scope || d.start_scope || d.move_scope || d.el,
+                    c
+                  ),
+                  b.off("snap.drag.*." + d.el.id);
+              o = [];
+            },
+            r = i.length;
+          r--;
+
+        )
+          !(function (b) {
+            (a[b] = f[b] =
+              function (c, d) {
+                if (a.is(c, "function"))
+                  (this.events = this.events || []),
+                    this.events.push({
+                      name: b,
+                      f: c,
+                      unbind: n(this.node || document, b, c, d || this),
+                    });
+                else
+                  for (var e = 0, f = this.events.length; f > e; e++)
+                    if (this.events[e].name == b)
+                      try {
+                        this.events[e].f.call(this);
+                      } catch (g) {}
+                return this;
+              }),
+              (a["un" + b] = f["un" + b] =
+                function (a) {
+                  for (var c = this.events || [], d = c.length; d--; )
+                    if (c[d].name == b && (c[d].f == a || !a))
+                      return c[d].unbind(), c.splice(d, 1), !c.length && delete this.events, this;
+                  return this;
+                });
+          })(i[r]);
+        (f.hover = function (a, b, c, d) {
+          return this.mouseover(a, c).mouseout(b, d || c);
+        }),
+          (f.unhover = function (a, b) {
+            return this.unmouseover(a).unmouseout(b);
+          });
+        var s = [];
+        (f.drag = function (c, d, e, f, g, h) {
+          function i(i, j, l) {
+            (i.originalEvent || i).preventDefault(),
+              (k._drag.x = j),
+              (k._drag.y = l),
+              (k._drag.id = i.identifier),
+              !o.length && a.mousemove(p).mouseup(q),
+              o.push({ el: k, move_scope: f, start_scope: g, end_scope: h }),
+              d && b.on("snap.drag.start." + k.id, d),
+              c && b.on("snap.drag.move." + k.id, c),
+              e && b.on("snap.drag.end." + k.id, e),
+              b("snap.drag.start." + k.id, g || f || k, j, l, i);
+          }
+          function j(a, c, d) {
+            b("snap.draginit." + k.id, k, a, c, d);
+          }
+          var k = this;
+          if (!arguments.length) {
+            var l;
+            return k.drag(
+              function (a, b) {
+                this.attr({ transform: l + (l ? "T" : "t") + [a, b] });
+              },
+              function () {
+                l = this.transform().local;
+              }
+            );
+          }
+          return (
+            b.on("snap.draginit." + k.id, i),
+            (k._drag = {}),
+            s.push({ el: k, start: i, init: j }),
+            k.mousedown(j),
+            k
+          );
+        }),
+          (f.undrag = function () {
+            for (var c = s.length; c--; )
+              s[c].el == this &&
+                (this.unmousedown(s[c].init),
+                s.splice(c, 1),
+                b.unbind("snap.drag.*." + this.id),
+                b.unbind("snap.draginit." + this.id));
+            return !s.length && a.unmousemove(p).unmouseup(q), this;
+          });
+      }),
+      d.plugin(function (a, c, d, e) {
+        var f = (c.prototype, d.prototype),
+          g = /^\s*url\((.+)\)/,
+          h = String,
+          i = a._.$;
+        (a.filter = {}),
+          (f.filter = function (b) {
+            var d = this;
+            "svg" != d.type && (d = d.paper);
+            var e = a.parse(h(b)),
+              f = a._.id(),
+              g = (d.node.offsetWidth, d.node.offsetHeight, i("filter"));
+            return (
+              i(g, { id: f, filterUnits: "userSpaceOnUse" }),
+              g.appendChild(e.node),
+              d.defs.appendChild(g),
+              new c(g)
+            );
+          }),
+          b.on("snap.util.getattr.filter", function () {
+            b.stop();
+            var c = i(this.node, "filter");
+            if (c) {
+              var d = h(c).match(g);
+              return d && a.select(d[1]);
+            }
+          }),
+          b.on("snap.util.attr.filter", function (d) {
+            if (d instanceof c && "filter" == d.type) {
+              b.stop();
+              var e = d.node.id;
+              e || (i(d.node, { id: d.id }), (e = d.id)), i(this.node, { filter: a.url(e) });
+            }
+            (d && "none" != d) || (b.stop(), this.node.removeAttribute("filter"));
+          }),
+          (a.filter.blur = function (b, c) {
+            null == b && (b = 2);
+            var d = null == c ? b : [b, c];
+            return a.format('', { def: d });
+          }),
+          (a.filter.blur.toString = function () {
+            return this();
+          }),
+          (a.filter.shadow = function (b, c, d, e, f) {
+            return (
+              null == f &&
+                (null == e ? ((f = d), (d = 4), (e = "#000")) : ((f = e), (e = d), (d = 4))),
+              null == d && (d = 4),
+              null == f && (f = 1),
+              null == b && ((b = 0), (c = 2)),
+              null == c && (c = b),
+              (e = a.color(e)),
+              a.format(
+                '',
+                { color: e, dx: b, dy: c, blur: d, opacity: f }
+              )
+            );
+          }),
+          (a.filter.shadow.toString = function () {
+            return this();
+          }),
+          (a.filter.grayscale = function (b) {
+            return (
+              null == b && (b = 1),
+              a.format(
+                '',
+                {
+                  a: 0.2126 + 0.7874 * (1 - b),
+                  b: 0.7152 - 0.7152 * (1 - b),
+                  c: 0.0722 - 0.0722 * (1 - b),
+                  d: 0.2126 - 0.2126 * (1 - b),
+                  e: 0.7152 + 0.2848 * (1 - b),
+                  f: 0.0722 - 0.0722 * (1 - b),
+                  g: 0.2126 - 0.2126 * (1 - b),
+                  h: 0.0722 + 0.9278 * (1 - b),
+                }
+              )
+            );
+          }),
+          (a.filter.grayscale.toString = function () {
+            return this();
+          }),
+          (a.filter.sepia = function (b) {
+            return (
+              null == b && (b = 1),
+              a.format(
+                '',
+                {
+                  a: 0.393 + 0.607 * (1 - b),
+                  b: 0.769 - 0.769 * (1 - b),
+                  c: 0.189 - 0.189 * (1 - b),
+                  d: 0.349 - 0.349 * (1 - b),
+                  e: 0.686 + 0.314 * (1 - b),
+                  f: 0.168 - 0.168 * (1 - b),
+                  g: 0.272 - 0.272 * (1 - b),
+                  h: 0.534 - 0.534 * (1 - b),
+                  i: 0.131 + 0.869 * (1 - b),
+                }
+              )
+            );
+          }),
+          (a.filter.sepia.toString = function () {
+            return this();
+          }),
+          (a.filter.saturate = function (b) {
+            return (
+              null == b && (b = 1),
+              a.format('', { amount: 1 - b })
+            );
+          }),
+          (a.filter.saturate.toString = function () {
+            return this();
+          }),
+          (a.filter.hueRotate = function (b) {
+            return (
+              (b = b || 0),
+              a.format('', { angle: b })
+            );
+          }),
+          (a.filter.hueRotate.toString = function () {
+            return this();
+          }),
+          (a.filter.invert = function (b) {
+            return (
+              null == b && (b = 1),
+              a.format(
+                '',
+                { amount: b, amount2: 1 - b }
+              )
+            );
+          }),
+          (a.filter.invert.toString = function () {
+            return this();
+          }),
+          (a.filter.brightness = function (b) {
+            return (
+              null == b && (b = 1),
+              a.format(
+                '',
+                { amount: b }
+              )
+            );
+          }),
+          (a.filter.brightness.toString = function () {
+            return this();
+          }),
+          (a.filter.contrast = function (b) {
+            return (
+              null == b && (b = 1),
+              a.format(
+                '',
+                { amount: b, amount2: 0.5 - b / 2 }
+              )
+            );
+          }),
+          (a.filter.contrast.toString = function () {
+            return this();
+          });
+      }),
+      d.plugin(function (a, b, c, d, e) {
+        var f = a._.box,
+          g = a.is,
+          h = /^[^a-z]*([tbmlrc])/i,
+          i = function () {
+            return "T" + this.dx + "," + this.dy;
+          };
+        (b.prototype.getAlign = function (a, b) {
+          null == b && g(a, "string") && ((b = a), (a = null)), (a = a || this.paper);
+          var c = a.getBBox ? a.getBBox() : f(a),
+            d = this.getBBox(),
+            e = {};
+          switch (((b = b && b.match(h)), (b = b ? b[1].toLowerCase() : "c"))) {
+            case "t":
+              (e.dx = 0), (e.dy = c.y - d.y);
+              break;
+            case "b":
+              (e.dx = 0), (e.dy = c.y2 - d.y2);
+              break;
+            case "m":
+              (e.dx = 0), (e.dy = c.cy - d.cy);
+              break;
+            case "l":
+              (e.dx = c.x - d.x), (e.dy = 0);
+              break;
+            case "r":
+              (e.dx = c.x2 - d.x2), (e.dy = 0);
+              break;
+            default:
+              (e.dx = c.cx - d.cx), (e.dy = 0);
+          }
+          return (e.toString = i), e;
+        }),
+          (b.prototype.align = function (a, b) {
+            return this.transform("..." + this.getAlign(a, b));
+          });
+      }),
+      d.plugin(function (b, c, d, e) {
+        function f(a) {
+          a = a.split(/(?=#)/);
+          var b = new String(a[5]);
+          return (
+            (b[50] = a[0]),
+            (b[100] = a[1]),
+            (b[200] = a[2]),
+            (b[300] = a[3]),
+            (b[400] = a[4]),
+            (b[500] = a[5]),
+            (b[600] = a[6]),
+            (b[700] = a[7]),
+            (b[800] = a[8]),
+            (b[900] = a[9]),
+            a[10] && ((b.A100 = a[10]), (b.A200 = a[11]), (b.A400 = a[12]), (b.A700 = a[13])),
+            b
+          );
+        }
+        var g =
+            "#ffebee#ffcdd2#ef9a9a#e57373#ef5350#f44336#e53935#d32f2f#c62828#b71c1c#ff8a80#ff5252#ff1744#d50000",
+          h =
+            "#FCE4EC#F8BBD0#F48FB1#F06292#EC407A#E91E63#D81B60#C2185B#AD1457#880E4F#FF80AB#FF4081#F50057#C51162",
+          i =
+            "#F3E5F5#E1BEE7#CE93D8#BA68C8#AB47BC#9C27B0#8E24AA#7B1FA2#6A1B9A#4A148C#EA80FC#E040FB#D500F9#AA00FF",
+          j =
+            "#EDE7F6#D1C4E9#B39DDB#9575CD#7E57C2#673AB7#5E35B1#512DA8#4527A0#311B92#B388FF#7C4DFF#651FFF#6200EA",
+          k =
+            "#E8EAF6#C5CAE9#9FA8DA#7986CB#5C6BC0#3F51B5#3949AB#303F9F#283593#1A237E#8C9EFF#536DFE#3D5AFE#304FFE",
+          l =
+            "#E3F2FD#BBDEFB#90CAF9#64B5F6#64B5F6#2196F3#1E88E5#1976D2#1565C0#0D47A1#82B1FF#448AFF#2979FF#2962FF",
+          m =
+            "#E1F5FE#B3E5FC#81D4FA#4FC3F7#29B6F6#03A9F4#039BE5#0288D1#0277BD#01579B#80D8FF#40C4FF#00B0FF#0091EA",
+          n =
+            "#E0F7FA#B2EBF2#80DEEA#4DD0E1#26C6DA#00BCD4#00ACC1#0097A7#00838F#006064#84FFFF#18FFFF#00E5FF#00B8D4",
+          o =
+            "#E0F2F1#B2DFDB#80CBC4#4DB6AC#26A69A#009688#00897B#00796B#00695C#004D40#A7FFEB#64FFDA#1DE9B6#00BFA5",
+          p =
+            "#E8F5E9#C8E6C9#A5D6A7#81C784#66BB6A#4CAF50#43A047#388E3C#2E7D32#1B5E20#B9F6CA#69F0AE#00E676#00C853",
+          q =
+            "#F1F8E9#DCEDC8#C5E1A5#AED581#9CCC65#8BC34A#7CB342#689F38#558B2F#33691E#CCFF90#B2FF59#76FF03#64DD17",
+          r =
+            "#F9FBE7#F0F4C3#E6EE9C#DCE775#D4E157#CDDC39#C0CA33#AFB42B#9E9D24#827717#F4FF81#EEFF41#C6FF00#AEEA00",
+          s =
+            "#FFFDE7#FFF9C4#FFF59D#FFF176#FFEE58#FFEB3B#FDD835#FBC02D#F9A825#F57F17#FFFF8D#FFFF00#FFEA00#FFD600",
+          t =
+            "#FFF8E1#FFECB3#FFE082#FFD54F#FFCA28#FFC107#FFB300#FFA000#FF8F00#FF6F00#FFE57F#FFD740#FFC400#FFAB00",
+          u =
+            "#FFF3E0#FFE0B2#FFCC80#FFB74D#FFA726#FF9800#FB8C00#F57C00#EF6C00#E65100#FFD180#FFAB40#FF9100#FF6D00",
+          v =
+            "#FBE9E7#FFCCBC#FFAB91#FF8A65#FF7043#FF5722#F4511E#E64A19#D84315#BF360C#FF9E80#FF6E40#FF3D00#DD2C00",
+          w = "#EFEBE9#D7CCC8#BCAAA4#A1887F#8D6E63#795548#6D4C41#5D4037#4E342E#3E2723",
+          x = "#FAFAFA#F5F5F5#EEEEEE#E0E0E0#BDBDBD#9E9E9E#757575#616161#424242#212121",
+          y = "#ECEFF1#CFD8DC#B0BEC5#90A4AE#78909C#607D8B#546E7A#455A64#37474F#263238";
+        (b.mui = {}),
+          (b.flat = {}),
+          (b.mui.red = f(g)),
+          (b.mui.pink = f(h)),
+          (b.mui.purple = f(i)),
+          (b.mui.deeppurple = f(j)),
+          (b.mui.indigo = f(k)),
+          (b.mui.blue = f(l)),
+          (b.mui.lightblue = f(m)),
+          (b.mui.cyan = f(n)),
+          (b.mui.teal = f(o)),
+          (b.mui.green = f(p)),
+          (b.mui.lightgreen = f(q)),
+          (b.mui.lime = f(r)),
+          (b.mui.yellow = f(s)),
+          (b.mui.amber = f(t)),
+          (b.mui.orange = f(u)),
+          (b.mui.deeporange = f(v)),
+          (b.mui.brown = f(w)),
+          (b.mui.grey = f(x)),
+          (b.mui.bluegrey = f(y)),
+          (b.flat.turquoise = "#1abc9c"),
+          (b.flat.greensea = "#16a085"),
+          (b.flat.sunflower = "#f1c40f"),
+          (b.flat.orange = "#f39c12"),
+          (b.flat.emerland = "#2ecc71"),
+          (b.flat.nephritis = "#27ae60"),
+          (b.flat.carrot = "#e67e22"),
+          (b.flat.pumpkin = "#d35400"),
+          (b.flat.peterriver = "#3498db"),
+          (b.flat.belizehole = "#2980b9"),
+          (b.flat.alizarin = "#e74c3c"),
+          (b.flat.pomegranate = "#c0392b"),
+          (b.flat.amethyst = "#9b59b6"),
+          (b.flat.wisteria = "#8e44ad"),
+          (b.flat.clouds = "#ecf0f1"),
+          (b.flat.silver = "#bdc3c7"),
+          (b.flat.wetasphalt = "#34495e"),
+          (b.flat.midnightblue = "#2c3e50"),
+          (b.flat.concrete = "#95a5a6"),
+          (b.flat.asbestos = "#7f8c8d"),
+          (b.importMUIColors = function () {
+            for (var c in b.mui) b.mui.hasOwnProperty(c) && (a[c] = b.mui[c]);
+          });
+      }),
+      d
+    );
+  });
diff --git a/7.3/demos/js/webgazer/ridgeWorker.mjs b/7.3/demos/js/webgazer/ridgeWorker.mjs
new file mode 100755
index 00000000..a9da0d06
--- /dev/null
+++ b/7.3/demos/js/webgazer/ridgeWorker.mjs
@@ -0,0 +1,136 @@
+"use strict";
+
+console.log("thread starting");
+
+// Add src/util.mjs and src/mat.mjs to the same directory as your html file
+importScripts("./worker_scripts/util.js", "./worker_scripts/mat.js"); // [20200708] Figure out how to make all of this wrap up neatly
+var ridgeParameter = Math.pow(10, -5);
+var resizeWidth = 10;
+var resizeHeight = 6;
+var dataWindow = 700;
+var trailDataWindow = 10;
+var trainInterval = 500;
+
+var screenXClicksArray = new self.webgazer.util.DataWindow(dataWindow);
+var screenYClicksArray = new self.webgazer.util.DataWindow(dataWindow);
+var eyeFeaturesClicks = new self.webgazer.util.DataWindow(dataWindow);
+var dataClicks = new self.webgazer.util.DataWindow(dataWindow);
+
+var screenXTrailArray = new self.webgazer.util.DataWindow(trailDataWindow);
+var screenYTrailArray = new self.webgazer.util.DataWindow(trailDataWindow);
+var eyeFeaturesTrail = new self.webgazer.util.DataWindow(trailDataWindow);
+var dataTrail = new self.webgazer.util.DataWindow(trailDataWindow);
+
+/**
+ * Performs ridge regression, according to the Weka code.
+ * @param {Array} y - corresponds to screen coordinates (either x or y) for each of n click events
+ * @param {Array.>} X - corresponds to gray pixel features (120 pixels for both eyes) for each of n clicks
+ * @param {Array} k - ridge parameter
+ * @return{Array} regression coefficients
+ */
+function ridge(y, X, k) {
+  var nc = X[0].length;
+  var m_Coefficients = new Array(nc);
+  var xt = self.webgazer.mat.transpose(X);
+  var solution = new Array();
+  var success = true;
+  do {
+    var ss = self.webgazer.mat.mult(xt, X);
+    // Set ridge regression adjustment
+    for (var i = 0; i < nc; i++) {
+      ss[i][i] = ss[i][i] + k;
+    }
+
+    // Carry out the regression
+    var bb = self.webgazer.mat.mult(xt, y);
+    for (var i = 0; i < nc; i++) {
+      m_Coefficients[i] = bb[i][0];
+    }
+    try {
+      var n = m_Coefficients.length !== 0 ? m_Coefficients.length / m_Coefficients.length : 0;
+      if (m_Coefficients.length * n !== m_Coefficients.length) {
+        console.log("Array length must be a multiple of m");
+      }
+      solution =
+        ss.length === ss[0].length
+          ? self.webgazer.mat.LUDecomposition(ss, bb)
+          : self.webgazer.mat.QRDecomposition(ss, bb);
+
+      for (var i = 0; i < nc; i++) {
+        m_Coefficients[i] = solution[i][0];
+      }
+      success = true;
+    } catch (ex) {
+      k *= 10;
+      console.log(ex);
+      success = false;
+    }
+  } while (!success);
+  return m_Coefficients;
+}
+
+//TODO: still usefull ???
+/**
+ *
+ * @returns {Number}
+ */
+function getCurrentFixationIndex() {
+  var index = 0;
+  var recentX = this.screenXTrailArray.get(0);
+  var recentY = this.screenYTrailArray.get(0);
+  for (var i = this.screenXTrailArray.length - 1; i >= 0; i--) {
+    var currX = this.screenXTrailArray.get(i);
+    var currY = this.screenYTrailArray.get(i);
+    var euclideanDistance = Math.sqrt(Math.pow(currX - recentX, 2) + Math.pow(currY - recentY, 2));
+    if (euclideanDistance > 72) {
+      return i + 1;
+    }
+  }
+  return i;
+}
+
+/**
+ * Event handler, it store screen position to allow training
+ * @param {Event} event - the receive event
+ */
+self.onmessage = function (event) {
+  var data = event.data;
+  var screenPos = data["screenPos"];
+  var eyes = data["eyes"];
+  var type = data["type"];
+  if (type === "click") {
+    self.screenXClicksArray.push([screenPos[0]]);
+    self.screenYClicksArray.push([screenPos[1]]);
+
+    self.eyeFeaturesClicks.push(eyes);
+  } else if (type === "move") {
+    self.screenXTrailArray.push([screenPos[0]]);
+    self.screenYTrailArray.push([screenPos[1]]);
+
+    self.eyeFeaturesTrail.push(eyes);
+    self.dataTrail.push({ eyes: eyes, screenPos: screenPos, type: type });
+  }
+  self.needsTraining = true;
+};
+
+/**
+ * Compute coefficient from training data
+ */
+function retrain() {
+  if (self.screenXClicksArray.length === 0) {
+    return;
+  }
+  if (!self.needsTraining) {
+    return;
+  }
+  var screenXArray = self.screenXClicksArray.data.concat(self.screenXTrailArray.data);
+  var screenYArray = self.screenYClicksArray.data.concat(self.screenYTrailArray.data);
+  var eyeFeatures = self.eyeFeaturesClicks.data.concat(self.eyeFeaturesTrail.data);
+
+  var coefficientsX = ridge(screenXArray, eyeFeatures, ridgeParameter);
+  var coefficientsY = ridge(screenYArray, eyeFeatures, ridgeParameter);
+  self.postMessage({ X: coefficientsX, Y: coefficientsY });
+  self.needsTraining = false;
+}
+
+setInterval(retrain, trainInterval);
diff --git a/7.3/demos/js/webgazer/webgazer.js b/7.3/demos/js/webgazer/webgazer.js
new file mode 100755
index 00000000..f421f2c8
--- /dev/null
+++ b/7.3/demos/js/webgazer/webgazer.js
@@ -0,0 +1,99912 @@
+/*!
+ *
+ *  WebGazer.js: Scalable Webcam EyeTracking Using User Interactions
+ *  Copyright (c) 2016-2020, Brown HCI Group
+ *  Licensed under GPLv3. Companies with a valuation of less than $1M can use WebGazer.js under LGPLv3.
+ *
+ */
+var webgazer = /******/ (function (modules) {
+  // webpackBootstrap
+  /******/ // The module cache
+  /******/ var installedModules = {};
+  /******/
+  /******/ // The require function
+  /******/ function __webpack_require__(moduleId) {
+    /******/
+    /******/ // Check if module is in cache
+    /******/ if (installedModules[moduleId]) {
+      /******/ return installedModules[moduleId].exports;
+      /******/
+    }
+    /******/ // Create a new module (and put it into the cache)
+    /******/ var module = (installedModules[moduleId] = {
+      /******/ i: moduleId,
+      /******/ l: false,
+      /******/ exports: {},
+      /******/
+    });
+    /******/
+    /******/ // Execute the module function
+    /******/ modules[moduleId].call(module.exports, module, module.exports, __webpack_require__);
+    /******/
+    /******/ // Flag the module as loaded
+    /******/ module.l = true;
+    /******/
+    /******/ // Return the exports of the module
+    /******/ return module.exports;
+    /******/
+  }
+  /******/
+  /******/
+  /******/ // expose the modules object (__webpack_modules__)
+  /******/ __webpack_require__.m = modules;
+  /******/
+  /******/ // expose the module cache
+  /******/ __webpack_require__.c = installedModules;
+  /******/
+  /******/ // define getter function for harmony exports
+  /******/ __webpack_require__.d = function (exports, name, getter) {
+    /******/ if (!__webpack_require__.o(exports, name)) {
+      /******/ Object.defineProperty(exports, name, { enumerable: true, get: getter });
+      /******/
+    }
+    /******/
+  };
+  /******/
+  /******/ // define __esModule on exports
+  /******/ __webpack_require__.r = function (exports) {
+    /******/ if (typeof Symbol !== "undefined" && Symbol.toStringTag) {
+      /******/ Object.defineProperty(exports, Symbol.toStringTag, { value: "Module" });
+      /******/
+    }
+    /******/ Object.defineProperty(exports, "__esModule", { value: true });
+    /******/
+  };
+  /******/
+  /******/ // create a fake namespace object
+  /******/ // mode & 1: value is a module id, require it
+  /******/ // mode & 2: merge all properties of value into the ns
+  /******/ // mode & 4: return value when already ns object
+  /******/ // mode & 8|1: behave like require
+  /******/ __webpack_require__.t = function (value, mode) {
+    /******/ if (mode & 1) value = __webpack_require__(value);
+    /******/ if (mode & 8) return value;
+    /******/ if (mode & 4 && typeof value === "object" && value && value.__esModule) return value;
+    /******/ var ns = Object.create(null);
+    /******/ __webpack_require__.r(ns);
+    /******/ Object.defineProperty(ns, "default", { enumerable: true, value: value });
+    /******/ if (mode & 2 && typeof value != "string")
+      for (var key in value)
+        __webpack_require__.d(
+          ns,
+          key,
+          function (key) {
+            return value[key];
+          }.bind(null, key)
+        );
+    /******/ return ns;
+    /******/
+  };
+  /******/
+  /******/ // getDefaultExport function for compatibility with non-harmony modules
+  /******/ __webpack_require__.n = function (module) {
+    /******/ var getter =
+      module && module.__esModule
+        ? /******/ function getDefault() {
+            return module["default"];
+          }
+        : /******/ function getModuleExports() {
+            return module;
+          };
+    /******/ __webpack_require__.d(getter, "a", getter);
+    /******/ return getter;
+    /******/
+  };
+  /******/
+  /******/ // Object.prototype.hasOwnProperty.call
+  /******/ __webpack_require__.o = function (object, property) {
+    return Object.prototype.hasOwnProperty.call(object, property);
+  };
+  /******/
+  /******/ // __webpack_public_path__
+  /******/ __webpack_require__.p = "";
+  /******/
+  /******/
+  /******/ // Load entry module and return exports
+  /******/ return __webpack_require__((__webpack_require__.s = 90));
+  /******/
+})(
+  /************************************************************************/
+  /******/ [
+    /* 0 */
+    /***/ function (module, __webpack_exports__, __webpack_require__) {
+      "use strict";
+      // ESM COMPAT FLAG
+      __webpack_require__.r(__webpack_exports__);
+
+      // EXPORTS
+      __webpack_require__.d(__webpack_exports__, "AdadeltaOptimizer", function () {
+        return /* reexport */ adadelta_optimizer_AdadeltaOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "AdagradOptimizer", function () {
+        return /* reexport */ adagrad_optimizer_AdagradOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "AdamOptimizer", function () {
+        return /* reexport */ adam_optimizer_AdamOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "AdamaxOptimizer", function () {
+        return /* reexport */ adamax_optimizer_AdamaxOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "MomentumOptimizer", function () {
+        return /* reexport */ momentum_optimizer_MomentumOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "Optimizer", function () {
+        return /* reexport */ optimizer_Optimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "RMSPropOptimizer", function () {
+        return /* reexport */ rmsprop_optimizer_RMSPropOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "SGDOptimizer", function () {
+        return /* reexport */ sgd_optimizer_SGDOptimizer;
+      });
+      __webpack_require__.d(__webpack_exports__, "Tensor", function () {
+        return /* reexport */ dist_tensor["a" /* Tensor */];
+      });
+      __webpack_require__.d(__webpack_exports__, "TensorBuffer", function () {
+        return /* reexport */ dist_tensor["b" /* TensorBuffer */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Variable", function () {
+        return /* reexport */ dist_tensor["c" /* Variable */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Rank", function () {
+        return /* reexport */ dist_types["a" /* Rank */];
+      });
+      __webpack_require__.d(__webpack_exports__, "sumOutType", function () {
+        return /* reexport */ dist_types["b" /* sumOutType */];
+      });
+      __webpack_require__.d(__webpack_exports__, "upcastType", function () {
+        return /* reexport */ dist_types["c" /* upcastType */];
+      });
+      __webpack_require__.d(__webpack_exports__, "add", function () {
+        return /* reexport */ add;
+      });
+      __webpack_require__.d(__webpack_exports__, "addN", function () {
+        return /* reexport */ addN;
+      });
+      __webpack_require__.d(__webpack_exports__, "atan2", function () {
+        return /* reexport */ atan2;
+      });
+      __webpack_require__.d(__webpack_exports__, "avgPool", function () {
+        return /* reexport */ avgPool;
+      });
+      __webpack_require__.d(__webpack_exports__, "avgPool3d", function () {
+        return /* reexport */ avgPool3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "batchToSpaceND", function () {
+        return /* reexport */ batchToSpaceND;
+      });
+      __webpack_require__.d(__webpack_exports__, "batchNorm", function () {
+        return /* reexport */ batchNorm;
+      });
+      __webpack_require__.d(__webpack_exports__, "batchNorm2d", function () {
+        return /* reexport */ batchNorm2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "batchNorm3d", function () {
+        return /* reexport */ batchNorm3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "batchNorm4d", function () {
+        return /* reexport */ batchNorm4d;
+      });
+      __webpack_require__.d(__webpack_exports__, "broadcastTo", function () {
+        return /* reexport */ broadcastTo;
+      });
+      __webpack_require__.d(__webpack_exports__, "clone", function () {
+        return /* reexport */ clone;
+      });
+      __webpack_require__.d(__webpack_exports__, "complex", function () {
+        return /* reexport */ complex["a" /* complex */];
+      });
+      __webpack_require__.d(__webpack_exports__, "concat", function () {
+        return /* reexport */ concat;
+      });
+      __webpack_require__.d(__webpack_exports__, "concat1d", function () {
+        return /* reexport */ concat1d;
+      });
+      __webpack_require__.d(__webpack_exports__, "concat2d", function () {
+        return /* reexport */ concat2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "concat3d", function () {
+        return /* reexport */ concat3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "concat4d", function () {
+        return /* reexport */ concat4d;
+      });
+      __webpack_require__.d(__webpack_exports__, "conv1d", function () {
+        return /* reexport */ conv1d;
+      });
+      __webpack_require__.d(__webpack_exports__, "conv2d", function () {
+        return /* reexport */ conv2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "conv2dTranspose", function () {
+        return /* reexport */ conv2dTranspose;
+      });
+      __webpack_require__.d(__webpack_exports__, "conv3d", function () {
+        return /* reexport */ conv3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "conv3dTranspose", function () {
+        return /* reexport */ conv3dTranspose;
+      });
+      __webpack_require__.d(__webpack_exports__, "cumsum", function () {
+        return /* reexport */ cumsum;
+      });
+      __webpack_require__.d(__webpack_exports__, "depthToSpace", function () {
+        return /* reexport */ depthToSpace;
+      });
+      __webpack_require__.d(__webpack_exports__, "depthwiseConv2d", function () {
+        return /* reexport */ depthwiseConv2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "diag", function () {
+        return /* reexport */ diag;
+      });
+      __webpack_require__.d(__webpack_exports__, "div", function () {
+        return /* reexport */ div;
+      });
+      __webpack_require__.d(__webpack_exports__, "divNoNan", function () {
+        return /* reexport */ divNoNan;
+      });
+      __webpack_require__.d(__webpack_exports__, "dot", function () {
+        return /* reexport */ dot;
+      });
+      __webpack_require__.d(__webpack_exports__, "elu", function () {
+        return /* reexport */ elu;
+      });
+      __webpack_require__.d(__webpack_exports__, "equal", function () {
+        return /* reexport */ equal;
+      });
+      __webpack_require__.d(__webpack_exports__, "eye", function () {
+        return /* reexport */ eye;
+      });
+      __webpack_require__.d(__webpack_exports__, "fill", function () {
+        return /* reexport */ fill;
+      });
+      __webpack_require__.d(__webpack_exports__, "floorDiv", function () {
+        return /* reexport */ floorDiv;
+      });
+      __webpack_require__.d(__webpack_exports__, "greater", function () {
+        return /* reexport */ greater;
+      });
+      __webpack_require__.d(__webpack_exports__, "greaterEqual", function () {
+        return /* reexport */ greaterEqual;
+      });
+      __webpack_require__.d(__webpack_exports__, "imag", function () {
+        return /* reexport */ imag["a" /* imag */];
+      });
+      __webpack_require__.d(__webpack_exports__, "leakyRelu", function () {
+        return /* reexport */ leakyRelu;
+      });
+      __webpack_require__.d(__webpack_exports__, "less", function () {
+        return /* reexport */ less;
+      });
+      __webpack_require__.d(__webpack_exports__, "lessEqual", function () {
+        return /* reexport */ lessEqual;
+      });
+      __webpack_require__.d(__webpack_exports__, "localResponseNormalization", function () {
+        return /* reexport */ localResponseNormalization;
+      });
+      __webpack_require__.d(__webpack_exports__, "matMul", function () {
+        return /* reexport */ matMul;
+      });
+      __webpack_require__.d(__webpack_exports__, "max", function () {
+        return /* reexport */ max_max;
+      });
+      __webpack_require__.d(__webpack_exports__, "maxPool", function () {
+        return /* reexport */ maxPool;
+      });
+      __webpack_require__.d(__webpack_exports__, "maxPool3d", function () {
+        return /* reexport */ maxPool3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "maxPoolWithArgmax", function () {
+        return /* reexport */ maxPoolWithArgmax;
+      });
+      __webpack_require__.d(__webpack_exports__, "maximum", function () {
+        return /* reexport */ maximum;
+      });
+      __webpack_require__.d(__webpack_exports__, "minimum", function () {
+        return /* reexport */ minimum;
+      });
+      __webpack_require__.d(__webpack_exports__, "mod", function () {
+        return /* reexport */ mod;
+      });
+      __webpack_require__.d(__webpack_exports__, "mul", function () {
+        return /* reexport */ mul;
+      });
+      __webpack_require__.d(__webpack_exports__, "multinomial", function () {
+        return /* reexport */ multinomial;
+      });
+      __webpack_require__.d(__webpack_exports__, "notEqual", function () {
+        return /* reexport */ notEqual;
+      });
+      __webpack_require__.d(__webpack_exports__, "oneHot", function () {
+        return /* reexport */ oneHot;
+      });
+      __webpack_require__.d(__webpack_exports__, "outerProduct", function () {
+        return /* reexport */ outerProduct;
+      });
+      __webpack_require__.d(__webpack_exports__, "pad", function () {
+        return /* reexport */ pad_pad;
+      });
+      __webpack_require__.d(__webpack_exports__, "pad1d", function () {
+        return /* reexport */ pad1d;
+      });
+      __webpack_require__.d(__webpack_exports__, "pad2d", function () {
+        return /* reexport */ pad2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "pad3d", function () {
+        return /* reexport */ pad3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "pad4d", function () {
+        return /* reexport */ pad4d;
+      });
+      __webpack_require__.d(__webpack_exports__, "pool", function () {
+        return /* reexport */ pool;
+      });
+      __webpack_require__.d(__webpack_exports__, "pow", function () {
+        return /* reexport */ pow;
+      });
+      __webpack_require__.d(__webpack_exports__, "prelu", function () {
+        return /* reexport */ prelu;
+      });
+      __webpack_require__.d(__webpack_exports__, "rand", function () {
+        return /* reexport */ rand;
+      });
+      __webpack_require__.d(__webpack_exports__, "randomGamma", function () {
+        return /* reexport */ randomGamma;
+      });
+      __webpack_require__.d(__webpack_exports__, "randomNormal", function () {
+        return /* reexport */ randomNormal;
+      });
+      __webpack_require__.d(__webpack_exports__, "randomUniform", function () {
+        return /* reexport */ randomUniform;
+      });
+      __webpack_require__.d(__webpack_exports__, "real", function () {
+        return /* reexport */ real["a" /* real */];
+      });
+      __webpack_require__.d(__webpack_exports__, "relu", function () {
+        return /* reexport */ relu;
+      });
+      __webpack_require__.d(__webpack_exports__, "relu6", function () {
+        return /* reexport */ relu6;
+      });
+      __webpack_require__.d(__webpack_exports__, "selu", function () {
+        return /* reexport */ selu;
+      });
+      __webpack_require__.d(__webpack_exports__, "separableConv2d", function () {
+        return /* reexport */ separableConv2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "spaceToBatchND", function () {
+        return /* reexport */ spaceToBatchND;
+      });
+      __webpack_require__.d(__webpack_exports__, "split", function () {
+        return /* reexport */ split;
+      });
+      __webpack_require__.d(__webpack_exports__, "square", function () {
+        return /* reexport */ square;
+      });
+      __webpack_require__.d(__webpack_exports__, "squaredDifference", function () {
+        return /* reexport */ squaredDifference;
+      });
+      __webpack_require__.d(__webpack_exports__, "sub", function () {
+        return /* reexport */ sub;
+      });
+      __webpack_require__.d(__webpack_exports__, "tile", function () {
+        return /* reexport */ tile;
+      });
+      __webpack_require__.d(__webpack_exports__, "truncatedNormal", function () {
+        return /* reexport */ truncatedNormal;
+      });
+      __webpack_require__.d(__webpack_exports__, "booleanMaskAsync", function () {
+        return /* reexport */ booleanMaskAsync;
+      });
+      __webpack_require__.d(__webpack_exports__, "reverse", function () {
+        return /* reexport */ reverse_reverse;
+      });
+      __webpack_require__.d(__webpack_exports__, "reverse1d", function () {
+        return /* reexport */ reverse1d;
+      });
+      __webpack_require__.d(__webpack_exports__, "reverse2d", function () {
+        return /* reexport */ reverse2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "reverse3d", function () {
+        return /* reexport */ reverse3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "reverse4d", function () {
+        return /* reexport */ reverse4d;
+      });
+      __webpack_require__.d(__webpack_exports__, "slice", function () {
+        return /* reexport */ slice;
+      });
+      __webpack_require__.d(__webpack_exports__, "slice1d", function () {
+        return /* reexport */ slice1d;
+      });
+      __webpack_require__.d(__webpack_exports__, "slice2d", function () {
+        return /* reexport */ slice2d;
+      });
+      __webpack_require__.d(__webpack_exports__, "slice3d", function () {
+        return /* reexport */ slice3d;
+      });
+      __webpack_require__.d(__webpack_exports__, "slice4d", function () {
+        return /* reexport */ slice4d;
+      });
+      __webpack_require__.d(__webpack_exports__, "abs", function () {
+        return /* reexport */ abs;
+      });
+      __webpack_require__.d(__webpack_exports__, "acos", function () {
+        return /* reexport */ acos;
+      });
+      __webpack_require__.d(__webpack_exports__, "acosh", function () {
+        return /* reexport */ acosh;
+      });
+      __webpack_require__.d(__webpack_exports__, "asin", function () {
+        return /* reexport */ asin;
+      });
+      __webpack_require__.d(__webpack_exports__, "asinh", function () {
+        return /* reexport */ asinh;
+      });
+      __webpack_require__.d(__webpack_exports__, "atan", function () {
+        return /* reexport */ atan;
+      });
+      __webpack_require__.d(__webpack_exports__, "atanh", function () {
+        return /* reexport */ atanh;
+      });
+      __webpack_require__.d(__webpack_exports__, "ceil", function () {
+        return /* reexport */ ceil;
+      });
+      __webpack_require__.d(__webpack_exports__, "clipByValue", function () {
+        return /* reexport */ clipByValue;
+      });
+      __webpack_require__.d(__webpack_exports__, "cos", function () {
+        return /* reexport */ cos;
+      });
+      __webpack_require__.d(__webpack_exports__, "cosh", function () {
+        return /* reexport */ cosh;
+      });
+      __webpack_require__.d(__webpack_exports__, "erf", function () {
+        return /* reexport */ erf;
+      });
+      __webpack_require__.d(__webpack_exports__, "exp", function () {
+        return /* reexport */ unary_ops_exp;
+      });
+      __webpack_require__.d(__webpack_exports__, "expm1", function () {
+        return /* reexport */ expm1;
+      });
+      __webpack_require__.d(__webpack_exports__, "floor", function () {
+        return /* reexport */ floor;
+      });
+      __webpack_require__.d(__webpack_exports__, "log", function () {
+        return /* reexport */ log;
+      });
+      __webpack_require__.d(__webpack_exports__, "log1p", function () {
+        return /* reexport */ log1p;
+      });
+      __webpack_require__.d(__webpack_exports__, "logSigmoid", function () {
+        return /* reexport */ logSigmoid;
+      });
+      __webpack_require__.d(__webpack_exports__, "neg", function () {
+        return /* reexport */ neg;
+      });
+      __webpack_require__.d(__webpack_exports__, "reciprocal", function () {
+        return /* reexport */ reciprocal;
+      });
+      __webpack_require__.d(__webpack_exports__, "round", function () {
+        return /* reexport */ round;
+      });
+      __webpack_require__.d(__webpack_exports__, "rsqrt", function () {
+        return /* reexport */ rsqrt;
+      });
+      __webpack_require__.d(__webpack_exports__, "sigmoid", function () {
+        return /* reexport */ sigmoid;
+      });
+      __webpack_require__.d(__webpack_exports__, "sign", function () {
+        return /* reexport */ sign;
+      });
+      __webpack_require__.d(__webpack_exports__, "isNaN", function () {
+        return /* reexport */ unary_ops_isNaN;
+      });
+      __webpack_require__.d(__webpack_exports__, "isInf", function () {
+        return /* reexport */ isInf;
+      });
+      __webpack_require__.d(__webpack_exports__, "isFinite", function () {
+        return /* reexport */ unary_ops_isFinite;
+      });
+      __webpack_require__.d(__webpack_exports__, "sin", function () {
+        return /* reexport */ sin;
+      });
+      __webpack_require__.d(__webpack_exports__, "sinh", function () {
+        return /* reexport */ sinh;
+      });
+      __webpack_require__.d(__webpack_exports__, "softplus", function () {
+        return /* reexport */ softplus;
+      });
+      __webpack_require__.d(__webpack_exports__, "sqrt", function () {
+        return /* reexport */ sqrt;
+      });
+      __webpack_require__.d(__webpack_exports__, "step", function () {
+        return /* reexport */ unary_ops_step;
+      });
+      __webpack_require__.d(__webpack_exports__, "tan", function () {
+        return /* reexport */ tan;
+      });
+      __webpack_require__.d(__webpack_exports__, "tanh", function () {
+        return /* reexport */ tanh;
+      });
+      __webpack_require__.d(__webpack_exports__, "all", function () {
+        return /* reexport */ reduction_ops_all;
+      });
+      __webpack_require__.d(__webpack_exports__, "any", function () {
+        return /* reexport */ any;
+      });
+      __webpack_require__.d(__webpack_exports__, "argMax", function () {
+        return /* reexport */ argMax;
+      });
+      __webpack_require__.d(__webpack_exports__, "argMin", function () {
+        return /* reexport */ argMin;
+      });
+      __webpack_require__.d(__webpack_exports__, "logSumExp", function () {
+        return /* reexport */ logSumExp;
+      });
+      __webpack_require__.d(__webpack_exports__, "mean", function () {
+        return /* reexport */ reduction_ops_mean;
+      });
+      __webpack_require__.d(__webpack_exports__, "min", function () {
+        return /* reexport */ reduction_ops_min;
+      });
+      __webpack_require__.d(__webpack_exports__, "moments", function () {
+        return /* reexport */ moments;
+      });
+      __webpack_require__.d(__webpack_exports__, "sum", function () {
+        return /* reexport */ sum;
+      });
+      __webpack_require__.d(__webpack_exports__, "prod", function () {
+        return /* reexport */ reduction_ops_prod;
+      });
+      __webpack_require__.d(__webpack_exports__, "equalStrict", function () {
+        return /* reexport */ equalStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "greaterEqualStrict", function () {
+        return /* reexport */ greaterEqualStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "greaterStrict", function () {
+        return /* reexport */ greaterStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "lessEqualStrict", function () {
+        return /* reexport */ lessEqualStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "lessStrict", function () {
+        return /* reexport */ lessStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "notEqualStrict", function () {
+        return /* reexport */ notEqualStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "addStrict", function () {
+        return /* reexport */ addStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "divStrict", function () {
+        return /* reexport */ divStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "maximumStrict", function () {
+        return /* reexport */ maximumStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "minimumStrict", function () {
+        return /* reexport */ minimumStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "modStrict", function () {
+        return /* reexport */ modStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "mulStrict", function () {
+        return /* reexport */ mulStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "powStrict", function () {
+        return /* reexport */ powStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "squaredDifferenceStrict", function () {
+        return /* reexport */ squaredDifferenceStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "subStrict", function () {
+        return /* reexport */ subStrict;
+      });
+      __webpack_require__.d(__webpack_exports__, "logicalAnd", function () {
+        return /* reexport */ logicalAnd;
+      });
+      __webpack_require__.d(__webpack_exports__, "logicalNot", function () {
+        return /* reexport */ logicalNot;
+      });
+      __webpack_require__.d(__webpack_exports__, "logicalOr", function () {
+        return /* reexport */ logicalOr;
+      });
+      __webpack_require__.d(__webpack_exports__, "logicalXor", function () {
+        return /* reexport */ logicalXor;
+      });
+      __webpack_require__.d(__webpack_exports__, "where", function () {
+        return /* reexport */ where;
+      });
+      __webpack_require__.d(__webpack_exports__, "whereAsync", function () {
+        return /* reexport */ whereAsync;
+      });
+      __webpack_require__.d(__webpack_exports__, "buffer", function () {
+        return /* reexport */ array_ops_buffer;
+      });
+      __webpack_require__.d(__webpack_exports__, "print", function () {
+        return /* reexport */ print;
+      });
+      __webpack_require__.d(__webpack_exports__, "cast", function () {
+        return /* reexport */ cast;
+      });
+      __webpack_require__.d(__webpack_exports__, "expandDims", function () {
+        return /* reexport */ expandDims;
+      });
+      __webpack_require__.d(__webpack_exports__, "reshape", function () {
+        return /* reexport */ reshape;
+      });
+      __webpack_require__.d(__webpack_exports__, "squeeze", function () {
+        return /* reexport */ squeeze;
+      });
+      __webpack_require__.d(__webpack_exports__, "stack", function () {
+        return /* reexport */ stack;
+      });
+      __webpack_require__.d(__webpack_exports__, "unstack", function () {
+        return /* reexport */ unstack;
+      });
+      __webpack_require__.d(__webpack_exports__, "setdiff1dAsync", function () {
+        return /* reexport */ setdiff1dAsync;
+      });
+      __webpack_require__.d(__webpack_exports__, "linspace", function () {
+        return /* reexport */ tensor_ops["a" /* linspace */];
+      });
+      __webpack_require__.d(__webpack_exports__, "ones", function () {
+        return /* reexport */ tensor_ops["b" /* ones */];
+      });
+      __webpack_require__.d(__webpack_exports__, "range", function () {
+        return /* reexport */ tensor_ops["d" /* range */];
+      });
+      __webpack_require__.d(__webpack_exports__, "scalar", function () {
+        return /* reexport */ tensor_ops["e" /* scalar */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor", function () {
+        return /* reexport */ tensor_ops["f" /* tensor */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor1d", function () {
+        return /* reexport */ tensor_ops["g" /* tensor1d */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor2d", function () {
+        return /* reexport */ tensor_ops["h" /* tensor2d */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor3d", function () {
+        return /* reexport */ tensor_ops["i" /* tensor3d */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor4d", function () {
+        return /* reexport */ tensor_ops["j" /* tensor4d */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor5d", function () {
+        return /* reexport */ tensor_ops["k" /* tensor5d */];
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor6d", function () {
+        return /* reexport */ tensor_ops["l" /* tensor6d */];
+      });
+      __webpack_require__.d(__webpack_exports__, "variable", function () {
+        return /* reexport */ tensor_ops["m" /* variable */];
+      });
+      __webpack_require__.d(__webpack_exports__, "zeros", function () {
+        return /* reexport */ tensor_ops["n" /* zeros */];
+      });
+      __webpack_require__.d(__webpack_exports__, "onesLike", function () {
+        return /* reexport */ tensor_ops["c" /* onesLike */];
+      });
+      __webpack_require__.d(__webpack_exports__, "zerosLike", function () {
+        return /* reexport */ tensor_ops["o" /* zerosLike */];
+      });
+      __webpack_require__.d(__webpack_exports__, "transpose", function () {
+        return /* reexport */ transpose;
+      });
+      __webpack_require__.d(__webpack_exports__, "softmax", function () {
+        return /* reexport */ softmax;
+      });
+      __webpack_require__.d(__webpack_exports__, "logSoftmax", function () {
+        return /* reexport */ logSoftmax;
+      });
+      __webpack_require__.d(__webpack_exports__, "norm", function () {
+        return /* reexport */ norm_norm;
+      });
+      __webpack_require__.d(__webpack_exports__, "gather", function () {
+        return /* reexport */ gather;
+      });
+      __webpack_require__.d(__webpack_exports__, "unsortedSegmentSum", function () {
+        return /* reexport */ unsortedSegmentSum;
+      });
+      __webpack_require__.d(__webpack_exports__, "basicLSTMCell", function () {
+        return /* reexport */ basicLSTMCell;
+      });
+      __webpack_require__.d(__webpack_exports__, "multiRNNCell", function () {
+        return /* reexport */ multiRNNCell;
+      });
+      __webpack_require__.d(__webpack_exports__, "movingAverage", function () {
+        return /* reexport */ movingAverage;
+      });
+      __webpack_require__.d(__webpack_exports__, "stridedSlice", function () {
+        return /* reexport */ stridedSlice;
+      });
+      __webpack_require__.d(__webpack_exports__, "topk", function () {
+        return /* reexport */ topk;
+      });
+      __webpack_require__.d(__webpack_exports__, "scatterND", function () {
+        return /* reexport */ scatterND;
+      });
+      __webpack_require__.d(__webpack_exports__, "fft", function () {
+        return /* reexport */ fft;
+      });
+      __webpack_require__.d(__webpack_exports__, "ifft", function () {
+        return /* reexport */ ifft;
+      });
+      __webpack_require__.d(__webpack_exports__, "rfft", function () {
+        return /* reexport */ rfft;
+      });
+      __webpack_require__.d(__webpack_exports__, "irfft", function () {
+        return /* reexport */ irfft;
+      });
+      __webpack_require__.d(__webpack_exports__, "sparseToDense", function () {
+        return /* reexport */ sparseToDense;
+      });
+      __webpack_require__.d(__webpack_exports__, "gatherND", function () {
+        return /* reexport */ gatherND;
+      });
+      __webpack_require__.d(__webpack_exports__, "dropout", function () {
+        return /* reexport */ dropout;
+      });
+      __webpack_require__.d(__webpack_exports__, "hannWindow", function () {
+        return /* reexport */ hannWindow;
+      });
+      __webpack_require__.d(__webpack_exports__, "hammingWindow", function () {
+        return /* reexport */ hammingWindow;
+      });
+      __webpack_require__.d(__webpack_exports__, "frame", function () {
+        return /* reexport */ signal_ops_frame;
+      });
+      __webpack_require__.d(__webpack_exports__, "stft", function () {
+        return /* reexport */ stft;
+      });
+      __webpack_require__.d(__webpack_exports__, "inTopKAsync", function () {
+        return /* reexport */ inTopKAsync;
+      });
+      __webpack_require__.d(__webpack_exports__, "op", function () {
+        return /* reexport */ operation["a" /* op */];
+      });
+      __webpack_require__.d(__webpack_exports__, "image", function () {
+        return /* reexport */ image_ops_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "linalg", function () {
+        return /* reexport */ linalg_ops_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "losses", function () {
+        return /* reexport */ loss_ops_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "spectral", function () {
+        return /* reexport */ spectral_ops_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "fused", function () {
+        return /* reexport */ fused_ops_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "signal", function () {
+        return /* reexport */ signal_ops_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "Reduction", function () {
+        return /* reexport */ Reduction;
+      });
+      __webpack_require__.d(__webpack_exports__, "train", function () {
+        return /* reexport */ train;
+      });
+      __webpack_require__.d(__webpack_exports__, "enableProdMode", function () {
+        return /* reexport */ enableProdMode;
+      });
+      __webpack_require__.d(__webpack_exports__, "enableDebugMode", function () {
+        return /* reexport */ enableDebugMode;
+      });
+      __webpack_require__.d(__webpack_exports__, "disableDeprecationWarnings", function () {
+        return /* reexport */ disableDeprecationWarnings;
+      });
+      __webpack_require__.d(__webpack_exports__, "deprecationWarn", function () {
+        return /* reexport */ deprecationWarn;
+      });
+      __webpack_require__.d(__webpack_exports__, "disposeVariables", function () {
+        return /* reexport */ disposeVariables;
+      });
+      __webpack_require__.d(__webpack_exports__, "engine", function () {
+        return /* reexport */ globals_engine;
+      });
+      __webpack_require__.d(__webpack_exports__, "memory", function () {
+        return /* reexport */ memory;
+      });
+      __webpack_require__.d(__webpack_exports__, "profile", function () {
+        return /* reexport */ profile;
+      });
+      __webpack_require__.d(__webpack_exports__, "tidy", function () {
+        return /* reexport */ tidy;
+      });
+      __webpack_require__.d(__webpack_exports__, "dispose", function () {
+        return /* reexport */ dispose;
+      });
+      __webpack_require__.d(__webpack_exports__, "keep", function () {
+        return /* reexport */ keep;
+      });
+      __webpack_require__.d(__webpack_exports__, "time", function () {
+        return /* reexport */ time;
+      });
+      __webpack_require__.d(__webpack_exports__, "setBackend", function () {
+        return /* reexport */ setBackend;
+      });
+      __webpack_require__.d(__webpack_exports__, "ready", function () {
+        return /* reexport */ ready;
+      });
+      __webpack_require__.d(__webpack_exports__, "getBackend", function () {
+        return /* reexport */ getBackend;
+      });
+      __webpack_require__.d(__webpack_exports__, "removeBackend", function () {
+        return /* reexport */ removeBackend;
+      });
+      __webpack_require__.d(__webpack_exports__, "findBackend", function () {
+        return /* reexport */ findBackend;
+      });
+      __webpack_require__.d(__webpack_exports__, "findBackendFactory", function () {
+        return /* reexport */ findBackendFactory;
+      });
+      __webpack_require__.d(__webpack_exports__, "registerBackend", function () {
+        return /* reexport */ registerBackend;
+      });
+      __webpack_require__.d(__webpack_exports__, "backend", function () {
+        return /* reexport */ globals_backend;
+      });
+      __webpack_require__.d(__webpack_exports__, "setPlatform", function () {
+        return /* reexport */ setPlatform;
+      });
+      __webpack_require__.d(__webpack_exports__, "getKernel", function () {
+        return /* reexport */ kernel_registry["b" /* getKernel */];
+      });
+      __webpack_require__.d(__webpack_exports__, "getGradient", function () {
+        return /* reexport */ kernel_registry["a" /* getGradient */];
+      });
+      __webpack_require__.d(__webpack_exports__, "getKernelsForBackend", function () {
+        return /* reexport */ kernel_registry["c" /* getKernelsForBackend */];
+      });
+      __webpack_require__.d(__webpack_exports__, "registerKernel", function () {
+        return /* reexport */ kernel_registry["e" /* registerKernel */];
+      });
+      __webpack_require__.d(__webpack_exports__, "registerGradient", function () {
+        return /* reexport */ kernel_registry["d" /* registerGradient */];
+      });
+      __webpack_require__.d(__webpack_exports__, "unregisterKernel", function () {
+        return /* reexport */ kernel_registry["g" /* unregisterKernel */];
+      });
+      __webpack_require__.d(__webpack_exports__, "unregisterGradient", function () {
+        return /* reexport */ kernel_registry["f" /* unregisterGradient */];
+      });
+      __webpack_require__.d(__webpack_exports__, "customGrad", function () {
+        return /* reexport */ customGrad;
+      });
+      __webpack_require__.d(__webpack_exports__, "grad", function () {
+        return /* reexport */ gradients_grad;
+      });
+      __webpack_require__.d(__webpack_exports__, "grads", function () {
+        return /* reexport */ gradients_grads;
+      });
+      __webpack_require__.d(__webpack_exports__, "valueAndGrad", function () {
+        return /* reexport */ valueAndGrad;
+      });
+      __webpack_require__.d(__webpack_exports__, "valueAndGrads", function () {
+        return /* reexport */ valueAndGrads;
+      });
+      __webpack_require__.d(__webpack_exports__, "variableGrads", function () {
+        return /* reexport */ variableGrads;
+      });
+      __webpack_require__.d(__webpack_exports__, "Environment", function () {
+        return /* reexport */ environment["b" /* Environment */];
+      });
+      __webpack_require__.d(__webpack_exports__, "env", function () {
+        return /* reexport */ environment["c" /* env */];
+      });
+      __webpack_require__.d(__webpack_exports__, "ENV", function () {
+        return /* reexport */ environment["a" /* ENV */];
+      });
+      __webpack_require__.d(__webpack_exports__, "version_core", function () {
+        return /* reexport */ version;
+      });
+      __webpack_require__.d(__webpack_exports__, "nextFrame", function () {
+        return /* reexport */ browser_util["a" /* nextFrame */];
+      });
+      __webpack_require__.d(__webpack_exports__, "browser", function () {
+        return /* reexport */ browser_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "io", function () {
+        return /* reexport */ io_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "math", function () {
+        return /* reexport */ math_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "serialization", function () {
+        return /* reexport */ serialization_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "test_util", function () {
+        return /* reexport */ test_util_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "util", function () {
+        return /* reexport */ util;
+      });
+      __webpack_require__.d(__webpack_exports__, "backend_util", function () {
+        return /* reexport */ backend_util_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "tensor_util", function () {
+        return /* reexport */ tensor_util;
+      });
+      __webpack_require__.d(__webpack_exports__, "slice_util", function () {
+        return /* reexport */ slice_util_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "gather_util", function () {
+        return /* reexport */ gather_nd_util_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "scatter_util", function () {
+        return /* reexport */ scatter_nd_util_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "device_util", function () {
+        return /* reexport */ device_util;
+      });
+      __webpack_require__.d(__webpack_exports__, "kernel_impls", function () {
+        return /* reexport */ kernel_impls_namespaceObject;
+      });
+      __webpack_require__.d(__webpack_exports__, "KernelBackend", function () {
+        return /* reexport */ KernelBackend;
+      });
+      __webpack_require__.d(__webpack_exports__, "DataStorage", function () {
+        return /* reexport */ DataStorage;
+      });
+      __webpack_require__.d(__webpack_exports__, "Add", function () {
+        return /* reexport */ kernel_names["a" /* Add */];
+      });
+      __webpack_require__.d(__webpack_exports__, "AddN", function () {
+        return /* reexport */ kernel_names["b" /* AddN */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Atan2", function () {
+        return /* reexport */ kernel_names["c" /* Atan2 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "AvgPool", function () {
+        return /* reexport */ kernel_names["d" /* AvgPool */];
+      });
+      __webpack_require__.d(__webpack_exports__, "AvgPoolBackprop", function () {
+        return /* reexport */ kernel_names["g" /* AvgPoolBackprop */];
+      });
+      __webpack_require__.d(__webpack_exports__, "AvgPool3D", function () {
+        return /* reexport */ kernel_names["e" /* AvgPool3D */];
+      });
+      __webpack_require__.d(__webpack_exports__, "AvgPool3DBackprop", function () {
+        return /* reexport */ kernel_names["f" /* AvgPool3DBackprop */];
+      });
+      __webpack_require__.d(__webpack_exports__, "BatchMatMul", function () {
+        return /* reexport */ kernel_names["h" /* BatchMatMul */];
+      });
+      __webpack_require__.d(__webpack_exports__, "BatchToSpaceND", function () {
+        return /* reexport */ kernel_names["i" /* BatchToSpaceND */];
+      });
+      __webpack_require__.d(__webpack_exports__, "BroadcastTo", function () {
+        return /* reexport */ kernel_names["j" /* BroadcastTo */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Complex", function () {
+        return /* reexport */ kernel_names["k" /* Complex */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Concat", function () {
+        return /* reexport */ kernel_names["l" /* Concat */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Conv2D", function () {
+        return /* reexport */ kernel_names["m" /* Conv2D */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Conv2DBackpropFilter", function () {
+        return /* reexport */ kernel_names["n" /* Conv2DBackpropFilter */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Conv2DBackpropInput", function () {
+        return /* reexport */ kernel_names["o" /* Conv2DBackpropInput */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Conv3D", function () {
+        return /* reexport */ kernel_names["p" /* Conv3D */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Conv3DBackpropFilterV2", function () {
+        return /* reexport */ kernel_names["q" /* Conv3DBackpropFilterV2 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Conv3DBackpropInputV2", function () {
+        return /* reexport */ kernel_names["r" /* Conv3DBackpropInputV2 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Cumsum", function () {
+        return /* reexport */ kernel_names["s" /* Cumsum */];
+      });
+      __webpack_require__.d(__webpack_exports__, "DepthToSpace", function () {
+        return /* reexport */ kernel_names["t" /* DepthToSpace */];
+      });
+      __webpack_require__.d(__webpack_exports__, "DepthwiseConv2dNative", function () {
+        return /* reexport */ kernel_names["u" /* DepthwiseConv2dNative */];
+      });
+      __webpack_require__.d(
+        __webpack_exports__,
+        "DepthwiseConv2dNativeBackpropFilter",
+        function () {
+          return /* reexport */ kernel_names["v" /* DepthwiseConv2dNativeBackpropFilter */];
+        }
+      );
+      __webpack_require__.d(__webpack_exports__, "DepthwiseConv2dNativeBackpropInput", function () {
+        return /* reexport */ kernel_names["w" /* DepthwiseConv2dNativeBackpropInput */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Diag", function () {
+        return /* reexport */ kernel_names["x" /* Diag */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Div", function () {
+        return /* reexport */ kernel_names["y" /* Div */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Elu", function () {
+        return /* reexport */ kernel_names["z" /* Elu */];
+      });
+      __webpack_require__.d(__webpack_exports__, "EluGrad", function () {
+        return /* reexport */ kernel_names["A" /* EluGrad */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Equal", function () {
+        return /* reexport */ kernel_names["B" /* Equal */];
+      });
+      __webpack_require__.d(__webpack_exports__, "FloorDiv", function () {
+        return /* reexport */ kernel_names["D" /* FloorDiv */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Fill", function () {
+        return /* reexport */ kernel_names["C" /* Fill */];
+      });
+      __webpack_require__.d(__webpack_exports__, "FusedBatchNorm", function () {
+        return /* reexport */ kernel_names["F" /* FusedBatchNorm */];
+      });
+      __webpack_require__.d(__webpack_exports__, "GatherNd", function () {
+        return /* reexport */ kernel_names["G" /* GatherNd */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Greater", function () {
+        return /* reexport */ kernel_names["H" /* Greater */];
+      });
+      __webpack_require__.d(__webpack_exports__, "GreaterEqual", function () {
+        return /* reexport */ kernel_names["I" /* GreaterEqual */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Identity", function () {
+        return /* reexport */ kernel_names["J" /* Identity */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Imag", function () {
+        return /* reexport */ kernel_names["K" /* Imag */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Less", function () {
+        return /* reexport */ kernel_names["N" /* Less */];
+      });
+      __webpack_require__.d(__webpack_exports__, "LessEqual", function () {
+        return /* reexport */ kernel_names["O" /* LessEqual */];
+      });
+      __webpack_require__.d(__webpack_exports__, "LRN", function () {
+        return /* reexport */ kernel_names["L" /* LRN */];
+      });
+      __webpack_require__.d(__webpack_exports__, "LRNBackprop", function () {
+        return /* reexport */ kernel_names["M" /* LRNBackprop */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Max", function () {
+        return /* reexport */ kernel_names["P" /* Max */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Maximum", function () {
+        return /* reexport */ kernel_names["V" /* Maximum */];
+      });
+      __webpack_require__.d(__webpack_exports__, "MaxPool", function () {
+        return /* reexport */ kernel_names["Q" /* MaxPool */];
+      });
+      __webpack_require__.d(__webpack_exports__, "MaxPoolBackprop", function () {
+        return /* reexport */ kernel_names["T" /* MaxPoolBackprop */];
+      });
+      __webpack_require__.d(__webpack_exports__, "MaxPool3D", function () {
+        return /* reexport */ kernel_names["R" /* MaxPool3D */];
+      });
+      __webpack_require__.d(__webpack_exports__, "MaxPool3DBackprop", function () {
+        return /* reexport */ kernel_names["S" /* MaxPool3DBackprop */];
+      });
+      __webpack_require__.d(__webpack_exports__, "MaxPoolWithArgmax", function () {
+        return /* reexport */ kernel_names["U" /* MaxPoolWithArgmax */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Minimum", function () {
+        return /* reexport */ kernel_names["W" /* Minimum */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Mod", function () {
+        return /* reexport */ kernel_names["X" /* Mod */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Multiply", function () {
+        return /* reexport */ kernel_names["Y" /* Multiply */];
+      });
+      __webpack_require__.d(__webpack_exports__, "NotEqual", function () {
+        return /* reexport */ kernel_names["bb" /* NotEqual */];
+      });
+      __webpack_require__.d(__webpack_exports__, "NonMaxSuppressionV3", function () {
+        return /* reexport */ kernel_names["Z" /* NonMaxSuppressionV3 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "NonMaxSuppressionV5", function () {
+        return /* reexport */ kernel_names["ab" /* NonMaxSuppressionV5 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "OneHot", function () {
+        return /* reexport */ kernel_names["cb" /* OneHot */];
+      });
+      __webpack_require__.d(__webpack_exports__, "PadV2", function () {
+        return /* reexport */ kernel_names["db" /* PadV2 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Pool", function () {
+        return /* reexport */ kernel_names["eb" /* Pool */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Pow", function () {
+        return /* reexport */ kernel_names["fb" /* Pow */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Prelu", function () {
+        return /* reexport */ kernel_names["gb" /* Prelu */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Real", function () {
+        return /* reexport */ kernel_names["hb" /* Real */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Relu", function () {
+        return /* reexport */ kernel_names["ib" /* Relu */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Relu6", function () {
+        return /* reexport */ kernel_names["jb" /* Relu6 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "SelectV2", function () {
+        return /* reexport */ kernel_names["kb" /* SelectV2 */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Selu", function () {
+        return /* reexport */ kernel_names["lb" /* Selu */];
+      });
+      __webpack_require__.d(__webpack_exports__, "SpaceToBatchND", function () {
+        return /* reexport */ kernel_names["mb" /* SpaceToBatchND */];
+      });
+      __webpack_require__.d(__webpack_exports__, "SplitV", function () {
+        return /* reexport */ kernel_names["nb" /* SplitV */];
+      });
+      __webpack_require__.d(__webpack_exports__, "SquaredDifference", function () {
+        return /* reexport */ kernel_names["pb" /* SquaredDifference */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Square", function () {
+        return /* reexport */ kernel_names["ob" /* Square */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Sub", function () {
+        return /* reexport */ kernel_names["qb" /* Sub */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Tile", function () {
+        return /* reexport */ kernel_names["rb" /* Tile */];
+      });
+      __webpack_require__.d(__webpack_exports__, "Transpose", function () {
+        return /* reexport */ kernel_names["sb" /* Transpose */];
+      });
+      __webpack_require__.d(__webpack_exports__, "FromPixels", function () {
+        return /* reexport */ kernel_names["E" /* FromPixels */];
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/slice_util.js
+      var slice_util_namespaceObject = {};
+      __webpack_require__.r(slice_util_namespaceObject);
+      __webpack_require__.d(slice_util_namespaceObject, "assertParamsValid", function () {
+        return assertParamsValid;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "maskToAxes", function () {
+        return maskToAxes;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "computeOutShape", function () {
+        return slice_util_computeOutShape;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "stridesWithElidedDims", function () {
+        return stridesWithElidedDims;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "startIndicesWithElidedDims", function () {
+        return startIndicesWithElidedDims;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "stopIndicesWithElidedDims", function () {
+        return stopIndicesWithElidedDims;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "stridesForAxis", function () {
+        return stridesForAxis;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "startForAxis", function () {
+        return startForAxis;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "stopForAxis", function () {
+        return stopForAxis;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "isSliceContinous", function () {
+        return isSliceContinous;
+      });
+      __webpack_require__.d(slice_util_namespaceObject, "computeFlatOffset", function () {
+        return computeFlatOffset;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/io/io.js
+      var io_namespaceObject = {};
+      __webpack_require__.r(io_namespaceObject);
+      __webpack_require__.d(io_namespaceObject, "copyModel", function () {
+        return copyModel;
+      });
+      __webpack_require__.d(io_namespaceObject, "listModels", function () {
+        return listModels;
+      });
+      __webpack_require__.d(io_namespaceObject, "moveModel", function () {
+        return moveModel;
+      });
+      __webpack_require__.d(io_namespaceObject, "removeModel", function () {
+        return removeModel;
+      });
+      __webpack_require__.d(io_namespaceObject, "browserFiles", function () {
+        return browserFiles;
+      });
+      __webpack_require__.d(io_namespaceObject, "browserHTTPRequest", function () {
+        return browserHTTPRequest;
+      });
+      __webpack_require__.d(io_namespaceObject, "concatenateArrayBuffers", function () {
+        return io_utils["d" /* concatenateArrayBuffers */];
+      });
+      __webpack_require__.d(io_namespaceObject, "decodeWeights", function () {
+        return io_utils["e" /* decodeWeights */];
+      });
+      __webpack_require__.d(io_namespaceObject, "encodeWeights", function () {
+        return io_utils["f" /* encodeWeights */];
+      });
+      __webpack_require__.d(io_namespaceObject, "fromMemory", function () {
+        return fromMemory;
+      });
+      __webpack_require__.d(io_namespaceObject, "getLoadHandlers", function () {
+        return getLoadHandlers;
+      });
+      __webpack_require__.d(io_namespaceObject, "getModelArtifactsInfoForJSON", function () {
+        return io_utils["g" /* getModelArtifactsInfoForJSON */];
+      });
+      __webpack_require__.d(io_namespaceObject, "getSaveHandlers", function () {
+        return getSaveHandlers;
+      });
+      __webpack_require__.d(io_namespaceObject, "http", function () {
+        return http;
+      });
+      __webpack_require__.d(io_namespaceObject, "isHTTPScheme", function () {
+        return isHTTPScheme;
+      });
+      __webpack_require__.d(io_namespaceObject, "loadWeights", function () {
+        return loadWeights;
+      });
+      __webpack_require__.d(io_namespaceObject, "registerLoadRouter", function () {
+        return registerLoadRouter;
+      });
+      __webpack_require__.d(io_namespaceObject, "registerSaveRouter", function () {
+        return registerSaveRouter;
+      });
+      __webpack_require__.d(io_namespaceObject, "weightsLoaderFactory", function () {
+        return weightsLoaderFactory;
+      });
+      __webpack_require__.d(io_namespaceObject, "withSaveHandler", function () {
+        return withSaveHandler;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/math.js
+      var math_namespaceObject = {};
+      __webpack_require__.r(math_namespaceObject);
+      __webpack_require__.d(math_namespaceObject, "confusionMatrix", function () {
+        return confusionMatrix;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/browser.js
+      var browser_namespaceObject = {};
+      __webpack_require__.r(browser_namespaceObject);
+      __webpack_require__.d(browser_namespaceObject, "toPixels", function () {
+        return toPixels;
+      });
+      __webpack_require__.d(browser_namespaceObject, "fromPixels", function () {
+        return fromPixels;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/gather_nd_util.js
+      var gather_nd_util_namespaceObject = {};
+      __webpack_require__.r(gather_nd_util_namespaceObject);
+      __webpack_require__.d(gather_nd_util_namespaceObject, "prepareAndValidate", function () {
+        return prepareAndValidate;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/scatter_nd_util.js
+      var scatter_nd_util_namespaceObject = {};
+      __webpack_require__.r(scatter_nd_util_namespaceObject);
+      __webpack_require__.d(scatter_nd_util_namespaceObject, "validateUpdateShape", function () {
+        return validateUpdateShape;
+      });
+      __webpack_require__.d(scatter_nd_util_namespaceObject, "validateInput", function () {
+        return validateInput;
+      });
+      __webpack_require__.d(scatter_nd_util_namespaceObject, "calculateShapes", function () {
+        return calculateShapes;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/serialization.js
+      var serialization_namespaceObject = {};
+      __webpack_require__.r(serialization_namespaceObject);
+      __webpack_require__.d(serialization_namespaceObject, "Serializable", function () {
+        return Serializable;
+      });
+      __webpack_require__.d(serialization_namespaceObject, "SerializationMap", function () {
+        return SerializationMap;
+      });
+      __webpack_require__.d(serialization_namespaceObject, "registerClass", function () {
+        return registerClass;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/test_util.js
+      var test_util_namespaceObject = {};
+      __webpack_require__.r(test_util_namespaceObject);
+      __webpack_require__.d(test_util_namespaceObject, "TEST_EPSILON_FLOAT16", function () {
+        return TEST_EPSILON_FLOAT16;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "expectArraysClose", function () {
+        return expectArraysClose;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "testEpsilon", function () {
+        return testEpsilon;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "expectPromiseToFail", function () {
+        return expectPromiseToFail;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "expectArraysEqual", function () {
+        return expectArraysEqual;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "expectNumbersClose", function () {
+        return expectNumbersClose;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "expectValuesInRange", function () {
+        return expectValuesInRange;
+      });
+      __webpack_require__.d(test_util_namespaceObject, "expectArrayBuffersEqual", function () {
+        return expectArrayBuffersEqual;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/segment_util.js
+      var segment_util_namespaceObject = {};
+      __webpack_require__.r(segment_util_namespaceObject);
+      __webpack_require__.d(
+        segment_util_namespaceObject,
+        "segOpComputeOptimalWindowSize",
+        function () {
+          return segOpComputeOptimalWindowSize;
+        }
+      );
+      __webpack_require__.d(segment_util_namespaceObject, "computeOutShape", function () {
+        return segment_util_computeOutShape;
+      });
+      __webpack_require__.d(segment_util_namespaceObject, "collectGatherOpShapeInfo", function () {
+        return collectGatherOpShapeInfo;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/spectral_ops.js
+      var spectral_ops_namespaceObject = {};
+      __webpack_require__.r(spectral_ops_namespaceObject);
+      __webpack_require__.d(spectral_ops_namespaceObject, "fft", function () {
+        return fft;
+      });
+      __webpack_require__.d(spectral_ops_namespaceObject, "ifft", function () {
+        return ifft;
+      });
+      __webpack_require__.d(spectral_ops_namespaceObject, "rfft", function () {
+        return rfft;
+      });
+      __webpack_require__.d(spectral_ops_namespaceObject, "irfft", function () {
+        return irfft;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/signal_ops.js
+      var signal_ops_namespaceObject = {};
+      __webpack_require__.r(signal_ops_namespaceObject);
+      __webpack_require__.d(signal_ops_namespaceObject, "hannWindow", function () {
+        return hannWindow;
+      });
+      __webpack_require__.d(signal_ops_namespaceObject, "hammingWindow", function () {
+        return hammingWindow;
+      });
+      __webpack_require__.d(signal_ops_namespaceObject, "frame", function () {
+        return signal_ops_frame;
+      });
+      __webpack_require__.d(signal_ops_namespaceObject, "stft", function () {
+        return stft;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/loss_ops.js
+      var loss_ops_namespaceObject = {};
+      __webpack_require__.r(loss_ops_namespaceObject);
+      __webpack_require__.d(loss_ops_namespaceObject, "Reduction", function () {
+        return Reduction;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "absoluteDifference", function () {
+        return absoluteDifference;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "computeWeightedLoss", function () {
+        return computeWeightedLoss;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "cosineDistance", function () {
+        return cosineDistance;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "hingeLoss", function () {
+        return hingeLoss;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "huberLoss", function () {
+        return huberLoss;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "logLoss", function () {
+        return logLoss;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "meanSquaredError", function () {
+        return meanSquaredError;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "sigmoidCrossEntropy", function () {
+        return sigmoidCrossEntropy;
+      });
+      __webpack_require__.d(loss_ops_namespaceObject, "softmaxCrossEntropy", function () {
+        return softmaxCrossEntropy;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/linalg_ops.js
+      var linalg_ops_namespaceObject = {};
+      __webpack_require__.r(linalg_ops_namespaceObject);
+      __webpack_require__.d(linalg_ops_namespaceObject, "bandPart", function () {
+        return bandPart;
+      });
+      __webpack_require__.d(linalg_ops_namespaceObject, "gramSchmidt", function () {
+        return gramSchmidt;
+      });
+      __webpack_require__.d(linalg_ops_namespaceObject, "qr", function () {
+        return qr;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/image_ops.js
+      var image_ops_namespaceObject = {};
+      __webpack_require__.r(image_ops_namespaceObject);
+      __webpack_require__.d(image_ops_namespaceObject, "nonMaxSuppression", function () {
+        return nonMaxSuppression;
+      });
+      __webpack_require__.d(image_ops_namespaceObject, "resizeBilinear", function () {
+        return resizeBilinear;
+      });
+      __webpack_require__.d(image_ops_namespaceObject, "resizeNearestNeighbor", function () {
+        return resizeNearestNeighbor;
+      });
+      __webpack_require__.d(image_ops_namespaceObject, "nonMaxSuppressionAsync", function () {
+        return nonMaxSuppressionAsync;
+      });
+      __webpack_require__.d(image_ops_namespaceObject, "nonMaxSuppressionWithScore", function () {
+        return nonMaxSuppressionWithScore;
+      });
+      __webpack_require__.d(
+        image_ops_namespaceObject,
+        "nonMaxSuppressionWithScoreAsync",
+        function () {
+          return nonMaxSuppressionWithScoreAsync;
+        }
+      );
+      __webpack_require__.d(image_ops_namespaceObject, "cropAndResize", function () {
+        return cropAndResize;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/fused_ops.js
+      var fused_ops_namespaceObject = {};
+      __webpack_require__.r(fused_ops_namespaceObject);
+      __webpack_require__.d(fused_ops_namespaceObject, "matMul", function () {
+        return fused_ops_matMul;
+      });
+      __webpack_require__.d(fused_ops_namespaceObject, "conv2d", function () {
+        return fused_ops_conv2d;
+      });
+      __webpack_require__.d(fused_ops_namespaceObject, "depthwiseConv2d", function () {
+        return fused_ops_depthwiseConv2d;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/ops/ops.js
+      var ops_namespaceObject = {};
+      __webpack_require__.r(ops_namespaceObject);
+      __webpack_require__.d(ops_namespaceObject, "add", function () {
+        return add;
+      });
+      __webpack_require__.d(ops_namespaceObject, "addN", function () {
+        return addN;
+      });
+      __webpack_require__.d(ops_namespaceObject, "atan2", function () {
+        return atan2;
+      });
+      __webpack_require__.d(ops_namespaceObject, "avgPool", function () {
+        return avgPool;
+      });
+      __webpack_require__.d(ops_namespaceObject, "avgPool3d", function () {
+        return avgPool3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "batchToSpaceND", function () {
+        return batchToSpaceND;
+      });
+      __webpack_require__.d(ops_namespaceObject, "batchNorm", function () {
+        return batchNorm;
+      });
+      __webpack_require__.d(ops_namespaceObject, "batchNorm2d", function () {
+        return batchNorm2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "batchNorm3d", function () {
+        return batchNorm3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "batchNorm4d", function () {
+        return batchNorm4d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "broadcastTo", function () {
+        return broadcastTo;
+      });
+      __webpack_require__.d(ops_namespaceObject, "clone", function () {
+        return clone;
+      });
+      __webpack_require__.d(ops_namespaceObject, "complex", function () {
+        return complex["a" /* complex */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "concat", function () {
+        return concat;
+      });
+      __webpack_require__.d(ops_namespaceObject, "concat1d", function () {
+        return concat1d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "concat2d", function () {
+        return concat2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "concat3d", function () {
+        return concat3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "concat4d", function () {
+        return concat4d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "conv1d", function () {
+        return conv1d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "conv2d", function () {
+        return conv2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "conv2dTranspose", function () {
+        return conv2dTranspose;
+      });
+      __webpack_require__.d(ops_namespaceObject, "conv3d", function () {
+        return conv3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "conv3dTranspose", function () {
+        return conv3dTranspose;
+      });
+      __webpack_require__.d(ops_namespaceObject, "cumsum", function () {
+        return cumsum;
+      });
+      __webpack_require__.d(ops_namespaceObject, "depthToSpace", function () {
+        return depthToSpace;
+      });
+      __webpack_require__.d(ops_namespaceObject, "depthwiseConv2d", function () {
+        return depthwiseConv2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "diag", function () {
+        return diag;
+      });
+      __webpack_require__.d(ops_namespaceObject, "div", function () {
+        return div;
+      });
+      __webpack_require__.d(ops_namespaceObject, "divNoNan", function () {
+        return divNoNan;
+      });
+      __webpack_require__.d(ops_namespaceObject, "dot", function () {
+        return dot;
+      });
+      __webpack_require__.d(ops_namespaceObject, "elu", function () {
+        return elu;
+      });
+      __webpack_require__.d(ops_namespaceObject, "equal", function () {
+        return equal;
+      });
+      __webpack_require__.d(ops_namespaceObject, "eye", function () {
+        return eye;
+      });
+      __webpack_require__.d(ops_namespaceObject, "fill", function () {
+        return fill;
+      });
+      __webpack_require__.d(ops_namespaceObject, "floorDiv", function () {
+        return floorDiv;
+      });
+      __webpack_require__.d(ops_namespaceObject, "greater", function () {
+        return greater;
+      });
+      __webpack_require__.d(ops_namespaceObject, "greaterEqual", function () {
+        return greaterEqual;
+      });
+      __webpack_require__.d(ops_namespaceObject, "imag", function () {
+        return imag["a" /* imag */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "leakyRelu", function () {
+        return leakyRelu;
+      });
+      __webpack_require__.d(ops_namespaceObject, "less", function () {
+        return less;
+      });
+      __webpack_require__.d(ops_namespaceObject, "lessEqual", function () {
+        return lessEqual;
+      });
+      __webpack_require__.d(ops_namespaceObject, "localResponseNormalization", function () {
+        return localResponseNormalization;
+      });
+      __webpack_require__.d(ops_namespaceObject, "matMul", function () {
+        return matMul;
+      });
+      __webpack_require__.d(ops_namespaceObject, "max", function () {
+        return max_max;
+      });
+      __webpack_require__.d(ops_namespaceObject, "maxPool", function () {
+        return maxPool;
+      });
+      __webpack_require__.d(ops_namespaceObject, "maxPool3d", function () {
+        return maxPool3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "maxPoolWithArgmax", function () {
+        return maxPoolWithArgmax;
+      });
+      __webpack_require__.d(ops_namespaceObject, "maximum", function () {
+        return maximum;
+      });
+      __webpack_require__.d(ops_namespaceObject, "minimum", function () {
+        return minimum;
+      });
+      __webpack_require__.d(ops_namespaceObject, "mod", function () {
+        return mod;
+      });
+      __webpack_require__.d(ops_namespaceObject, "mul", function () {
+        return mul;
+      });
+      __webpack_require__.d(ops_namespaceObject, "multinomial", function () {
+        return multinomial;
+      });
+      __webpack_require__.d(ops_namespaceObject, "notEqual", function () {
+        return notEqual;
+      });
+      __webpack_require__.d(ops_namespaceObject, "oneHot", function () {
+        return oneHot;
+      });
+      __webpack_require__.d(ops_namespaceObject, "outerProduct", function () {
+        return outerProduct;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pad", function () {
+        return pad_pad;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pad1d", function () {
+        return pad1d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pad2d", function () {
+        return pad2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pad3d", function () {
+        return pad3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pad4d", function () {
+        return pad4d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pool", function () {
+        return pool;
+      });
+      __webpack_require__.d(ops_namespaceObject, "pow", function () {
+        return pow;
+      });
+      __webpack_require__.d(ops_namespaceObject, "prelu", function () {
+        return prelu;
+      });
+      __webpack_require__.d(ops_namespaceObject, "rand", function () {
+        return rand;
+      });
+      __webpack_require__.d(ops_namespaceObject, "randomGamma", function () {
+        return randomGamma;
+      });
+      __webpack_require__.d(ops_namespaceObject, "randomNormal", function () {
+        return randomNormal;
+      });
+      __webpack_require__.d(ops_namespaceObject, "randomUniform", function () {
+        return randomUniform;
+      });
+      __webpack_require__.d(ops_namespaceObject, "real", function () {
+        return real["a" /* real */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "relu", function () {
+        return relu;
+      });
+      __webpack_require__.d(ops_namespaceObject, "relu6", function () {
+        return relu6;
+      });
+      __webpack_require__.d(ops_namespaceObject, "selu", function () {
+        return selu;
+      });
+      __webpack_require__.d(ops_namespaceObject, "separableConv2d", function () {
+        return separableConv2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "spaceToBatchND", function () {
+        return spaceToBatchND;
+      });
+      __webpack_require__.d(ops_namespaceObject, "split", function () {
+        return split;
+      });
+      __webpack_require__.d(ops_namespaceObject, "square", function () {
+        return square;
+      });
+      __webpack_require__.d(ops_namespaceObject, "squaredDifference", function () {
+        return squaredDifference;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sub", function () {
+        return sub;
+      });
+      __webpack_require__.d(ops_namespaceObject, "tile", function () {
+        return tile;
+      });
+      __webpack_require__.d(ops_namespaceObject, "truncatedNormal", function () {
+        return truncatedNormal;
+      });
+      __webpack_require__.d(ops_namespaceObject, "booleanMaskAsync", function () {
+        return booleanMaskAsync;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reverse", function () {
+        return reverse_reverse;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reverse1d", function () {
+        return reverse1d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reverse2d", function () {
+        return reverse2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reverse3d", function () {
+        return reverse3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reverse4d", function () {
+        return reverse4d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "slice", function () {
+        return slice;
+      });
+      __webpack_require__.d(ops_namespaceObject, "slice1d", function () {
+        return slice1d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "slice2d", function () {
+        return slice2d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "slice3d", function () {
+        return slice3d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "slice4d", function () {
+        return slice4d;
+      });
+      __webpack_require__.d(ops_namespaceObject, "abs", function () {
+        return abs;
+      });
+      __webpack_require__.d(ops_namespaceObject, "acos", function () {
+        return acos;
+      });
+      __webpack_require__.d(ops_namespaceObject, "acosh", function () {
+        return acosh;
+      });
+      __webpack_require__.d(ops_namespaceObject, "asin", function () {
+        return asin;
+      });
+      __webpack_require__.d(ops_namespaceObject, "asinh", function () {
+        return asinh;
+      });
+      __webpack_require__.d(ops_namespaceObject, "atan", function () {
+        return atan;
+      });
+      __webpack_require__.d(ops_namespaceObject, "atanh", function () {
+        return atanh;
+      });
+      __webpack_require__.d(ops_namespaceObject, "ceil", function () {
+        return ceil;
+      });
+      __webpack_require__.d(ops_namespaceObject, "clipByValue", function () {
+        return clipByValue;
+      });
+      __webpack_require__.d(ops_namespaceObject, "cos", function () {
+        return cos;
+      });
+      __webpack_require__.d(ops_namespaceObject, "cosh", function () {
+        return cosh;
+      });
+      __webpack_require__.d(ops_namespaceObject, "erf", function () {
+        return erf;
+      });
+      __webpack_require__.d(ops_namespaceObject, "exp", function () {
+        return unary_ops_exp;
+      });
+      __webpack_require__.d(ops_namespaceObject, "expm1", function () {
+        return expm1;
+      });
+      __webpack_require__.d(ops_namespaceObject, "floor", function () {
+        return floor;
+      });
+      __webpack_require__.d(ops_namespaceObject, "log", function () {
+        return log;
+      });
+      __webpack_require__.d(ops_namespaceObject, "log1p", function () {
+        return log1p;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logSigmoid", function () {
+        return logSigmoid;
+      });
+      __webpack_require__.d(ops_namespaceObject, "neg", function () {
+        return neg;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reciprocal", function () {
+        return reciprocal;
+      });
+      __webpack_require__.d(ops_namespaceObject, "round", function () {
+        return round;
+      });
+      __webpack_require__.d(ops_namespaceObject, "rsqrt", function () {
+        return rsqrt;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sigmoid", function () {
+        return sigmoid;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sign", function () {
+        return sign;
+      });
+      __webpack_require__.d(ops_namespaceObject, "isNaN", function () {
+        return unary_ops_isNaN;
+      });
+      __webpack_require__.d(ops_namespaceObject, "isInf", function () {
+        return isInf;
+      });
+      __webpack_require__.d(ops_namespaceObject, "isFinite", function () {
+        return unary_ops_isFinite;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sin", function () {
+        return sin;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sinh", function () {
+        return sinh;
+      });
+      __webpack_require__.d(ops_namespaceObject, "softplus", function () {
+        return softplus;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sqrt", function () {
+        return sqrt;
+      });
+      __webpack_require__.d(ops_namespaceObject, "step", function () {
+        return unary_ops_step;
+      });
+      __webpack_require__.d(ops_namespaceObject, "tan", function () {
+        return tan;
+      });
+      __webpack_require__.d(ops_namespaceObject, "tanh", function () {
+        return tanh;
+      });
+      __webpack_require__.d(ops_namespaceObject, "all", function () {
+        return reduction_ops_all;
+      });
+      __webpack_require__.d(ops_namespaceObject, "any", function () {
+        return any;
+      });
+      __webpack_require__.d(ops_namespaceObject, "argMax", function () {
+        return argMax;
+      });
+      __webpack_require__.d(ops_namespaceObject, "argMin", function () {
+        return argMin;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logSumExp", function () {
+        return logSumExp;
+      });
+      __webpack_require__.d(ops_namespaceObject, "mean", function () {
+        return reduction_ops_mean;
+      });
+      __webpack_require__.d(ops_namespaceObject, "min", function () {
+        return reduction_ops_min;
+      });
+      __webpack_require__.d(ops_namespaceObject, "moments", function () {
+        return moments;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sum", function () {
+        return sum;
+      });
+      __webpack_require__.d(ops_namespaceObject, "prod", function () {
+        return reduction_ops_prod;
+      });
+      __webpack_require__.d(ops_namespaceObject, "equalStrict", function () {
+        return equalStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "greaterEqualStrict", function () {
+        return greaterEqualStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "greaterStrict", function () {
+        return greaterStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "lessEqualStrict", function () {
+        return lessEqualStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "lessStrict", function () {
+        return lessStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "notEqualStrict", function () {
+        return notEqualStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "addStrict", function () {
+        return addStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "divStrict", function () {
+        return divStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "maximumStrict", function () {
+        return maximumStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "minimumStrict", function () {
+        return minimumStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "modStrict", function () {
+        return modStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "mulStrict", function () {
+        return mulStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "powStrict", function () {
+        return powStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "squaredDifferenceStrict", function () {
+        return squaredDifferenceStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "subStrict", function () {
+        return subStrict;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logicalAnd", function () {
+        return logicalAnd;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logicalNot", function () {
+        return logicalNot;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logicalOr", function () {
+        return logicalOr;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logicalXor", function () {
+        return logicalXor;
+      });
+      __webpack_require__.d(ops_namespaceObject, "where", function () {
+        return where;
+      });
+      __webpack_require__.d(ops_namespaceObject, "whereAsync", function () {
+        return whereAsync;
+      });
+      __webpack_require__.d(ops_namespaceObject, "buffer", function () {
+        return array_ops_buffer;
+      });
+      __webpack_require__.d(ops_namespaceObject, "print", function () {
+        return print;
+      });
+      __webpack_require__.d(ops_namespaceObject, "cast", function () {
+        return cast;
+      });
+      __webpack_require__.d(ops_namespaceObject, "expandDims", function () {
+        return expandDims;
+      });
+      __webpack_require__.d(ops_namespaceObject, "reshape", function () {
+        return reshape;
+      });
+      __webpack_require__.d(ops_namespaceObject, "squeeze", function () {
+        return squeeze;
+      });
+      __webpack_require__.d(ops_namespaceObject, "stack", function () {
+        return stack;
+      });
+      __webpack_require__.d(ops_namespaceObject, "unstack", function () {
+        return unstack;
+      });
+      __webpack_require__.d(ops_namespaceObject, "setdiff1dAsync", function () {
+        return setdiff1dAsync;
+      });
+      __webpack_require__.d(ops_namespaceObject, "linspace", function () {
+        return tensor_ops["a" /* linspace */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "ones", function () {
+        return tensor_ops["b" /* ones */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "range", function () {
+        return tensor_ops["d" /* range */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "scalar", function () {
+        return tensor_ops["e" /* scalar */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor", function () {
+        return tensor_ops["f" /* tensor */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor1d", function () {
+        return tensor_ops["g" /* tensor1d */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor2d", function () {
+        return tensor_ops["h" /* tensor2d */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor3d", function () {
+        return tensor_ops["i" /* tensor3d */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor4d", function () {
+        return tensor_ops["j" /* tensor4d */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor5d", function () {
+        return tensor_ops["k" /* tensor5d */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "tensor6d", function () {
+        return tensor_ops["l" /* tensor6d */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "variable", function () {
+        return tensor_ops["m" /* variable */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "zeros", function () {
+        return tensor_ops["n" /* zeros */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "onesLike", function () {
+        return tensor_ops["c" /* onesLike */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "zerosLike", function () {
+        return tensor_ops["o" /* zerosLike */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "transpose", function () {
+        return transpose;
+      });
+      __webpack_require__.d(ops_namespaceObject, "softmax", function () {
+        return softmax;
+      });
+      __webpack_require__.d(ops_namespaceObject, "logSoftmax", function () {
+        return logSoftmax;
+      });
+      __webpack_require__.d(ops_namespaceObject, "norm", function () {
+        return norm_norm;
+      });
+      __webpack_require__.d(ops_namespaceObject, "gather", function () {
+        return gather;
+      });
+      __webpack_require__.d(ops_namespaceObject, "unsortedSegmentSum", function () {
+        return unsortedSegmentSum;
+      });
+      __webpack_require__.d(ops_namespaceObject, "basicLSTMCell", function () {
+        return basicLSTMCell;
+      });
+      __webpack_require__.d(ops_namespaceObject, "multiRNNCell", function () {
+        return multiRNNCell;
+      });
+      __webpack_require__.d(ops_namespaceObject, "movingAverage", function () {
+        return movingAverage;
+      });
+      __webpack_require__.d(ops_namespaceObject, "stridedSlice", function () {
+        return stridedSlice;
+      });
+      __webpack_require__.d(ops_namespaceObject, "topk", function () {
+        return topk;
+      });
+      __webpack_require__.d(ops_namespaceObject, "scatterND", function () {
+        return scatterND;
+      });
+      __webpack_require__.d(ops_namespaceObject, "fft", function () {
+        return fft;
+      });
+      __webpack_require__.d(ops_namespaceObject, "ifft", function () {
+        return ifft;
+      });
+      __webpack_require__.d(ops_namespaceObject, "rfft", function () {
+        return rfft;
+      });
+      __webpack_require__.d(ops_namespaceObject, "irfft", function () {
+        return irfft;
+      });
+      __webpack_require__.d(ops_namespaceObject, "sparseToDense", function () {
+        return sparseToDense;
+      });
+      __webpack_require__.d(ops_namespaceObject, "gatherND", function () {
+        return gatherND;
+      });
+      __webpack_require__.d(ops_namespaceObject, "dropout", function () {
+        return dropout;
+      });
+      __webpack_require__.d(ops_namespaceObject, "hannWindow", function () {
+        return hannWindow;
+      });
+      __webpack_require__.d(ops_namespaceObject, "hammingWindow", function () {
+        return hammingWindow;
+      });
+      __webpack_require__.d(ops_namespaceObject, "frame", function () {
+        return signal_ops_frame;
+      });
+      __webpack_require__.d(ops_namespaceObject, "stft", function () {
+        return stft;
+      });
+      __webpack_require__.d(ops_namespaceObject, "inTopKAsync", function () {
+        return inTopKAsync;
+      });
+      __webpack_require__.d(ops_namespaceObject, "op", function () {
+        return operation["a" /* op */];
+      });
+      __webpack_require__.d(ops_namespaceObject, "image", function () {
+        return image_ops_namespaceObject;
+      });
+      __webpack_require__.d(ops_namespaceObject, "linalg", function () {
+        return linalg_ops_namespaceObject;
+      });
+      __webpack_require__.d(ops_namespaceObject, "losses", function () {
+        return loss_ops_namespaceObject;
+      });
+      __webpack_require__.d(ops_namespaceObject, "spectral", function () {
+        return spectral_ops_namespaceObject;
+      });
+      __webpack_require__.d(ops_namespaceObject, "fused", function () {
+        return fused_ops_namespaceObject;
+      });
+      __webpack_require__.d(ops_namespaceObject, "signal", function () {
+        return signal_ops_namespaceObject;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/backends/backend_util.js
+      var backend_util_namespaceObject = {};
+      __webpack_require__.r(backend_util_namespaceObject);
+      __webpack_require__.d(backend_util_namespaceObject, "axesAreInnerMostDims", function () {
+        return axesAreInnerMostDims;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "combineLocations", function () {
+        return combineLocations;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computeOutAndReduceShapes", function () {
+        return computeOutAndReduceShapes;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "expandShapeToKeepDim", function () {
+        return expandShapeToKeepDim;
+      });
+      __webpack_require__.d(
+        backend_util_namespaceObject,
+        "assertAxesAreInnerMostDims",
+        function () {
+          return assertAxesAreInnerMostDims;
+        }
+      );
+      __webpack_require__.d(backend_util_namespaceObject, "getAxesPermutation", function () {
+        return getAxesPermutation;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getUndoAxesPermutation", function () {
+        return getUndoAxesPermutation;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getInnerMostAxes", function () {
+        return getInnerMostAxes;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getBroadcastDims", function () {
+        return getBroadcastDims;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getReductionAxes", function () {
+        return getReductionAxes;
+      });
+      __webpack_require__.d(
+        backend_util_namespaceObject,
+        "assertAndGetBroadcastShape",
+        function () {
+          return assertAndGetBroadcastShape;
+        }
+      );
+      __webpack_require__.d(backend_util_namespaceObject, "assertParamsConsistent", function () {
+        return assertParamsConsistent;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computeOutShape", function () {
+        return computeOutShape;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computePool2DInfo", function () {
+        return computePool2DInfo;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computePool3DInfo", function () {
+        return computePool3DInfo;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computeConv2DInfo", function () {
+        return computeConv2DInfo;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computeConv3DInfo", function () {
+        return computeConv3DInfo;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computeDefaultPad", function () {
+        return computeDefaultPad;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "tupleValuesAreOne", function () {
+        return tupleValuesAreOne;
+      });
+      __webpack_require__.d(
+        backend_util_namespaceObject,
+        "eitherStridesOrDilationsAreOne",
+        function () {
+          return eitherStridesOrDilationsAreOne;
+        }
+      );
+      __webpack_require__.d(backend_util_namespaceObject, "convertConv2DDataFormat", function () {
+        return convertConv2DDataFormat;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "PARALLELIZE_THRESHOLD", function () {
+        return PARALLELIZE_THRESHOLD;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "computeOptimalWindowSize", function () {
+        return computeOptimalWindowSize;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "nonMaxSuppressionV3", function () {
+        return nonMaxSuppressionV3;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "nonMaxSuppressionV5", function () {
+        return nonMaxSuppressionV5;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "upcastType", function () {
+        return dist_types["c" /* upcastType */];
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getReshaped", function () {
+        return getReshaped;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getPermuted", function () {
+        return getPermuted;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getReshapedPermuted", function () {
+        return getReshapedPermuted;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getSliceBeginCoords", function () {
+        return getSliceBeginCoords;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getSliceSize", function () {
+        return getSliceSize;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "prepareAndValidate", function () {
+        return prepareAndValidate;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "validateUpdateShape", function () {
+        return validateUpdateShape;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "validateInput", function () {
+        return validateInput;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "calculateShapes", function () {
+        return calculateShapes;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "SELU_SCALEALPHA", function () {
+        return SELU_SCALEALPHA;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "SELU_SCALE", function () {
+        return SELU_SCALE;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "shouldFuse", function () {
+        return shouldFuse;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "ERF_P", function () {
+        return ERF_P;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "ERF_A1", function () {
+        return ERF_A1;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "ERF_A2", function () {
+        return ERF_A2;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "ERF_A3", function () {
+        return ERF_A3;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "ERF_A4", function () {
+        return ERF_A4;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "ERF_A5", function () {
+        return ERF_A5;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "warn", function () {
+        return warn;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "log", function () {
+        return log_log;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "mergeRealAndImagArrays", function () {
+        return mergeRealAndImagArrays;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "splitRealAndImagArrays", function () {
+        return splitRealAndImagArrays;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "complexWithEvenIndex", function () {
+        return complexWithEvenIndex;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "complexWithOddIndex", function () {
+        return complexWithOddIndex;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "getComplexWithIndex", function () {
+        return getComplexWithIndex;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "assignToTypedArray", function () {
+        return assignToTypedArray;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "exponents", function () {
+        return exponents;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "exponent", function () {
+        return exponent;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "segment_util", function () {
+        return segment_util_namespaceObject;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "castTensor", function () {
+        return castTensor;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "reshapeTensor", function () {
+        return reshapeTensor;
+      });
+      __webpack_require__.d(backend_util_namespaceObject, "linspaceImpl", function () {
+        return linspaceImpl;
+      });
+
+      // NAMESPACE OBJECT: ./node_modules/@tensorflow/tfjs-core/dist/backends/kernel_impls.js
+      var kernel_impls_namespaceObject = {};
+      __webpack_require__.r(kernel_impls_namespaceObject);
+      __webpack_require__.d(kernel_impls_namespaceObject, "nonMaxSuppressionV3", function () {
+        return nonMaxSuppressionV3;
+      });
+      __webpack_require__.d(kernel_impls_namespaceObject, "nonMaxSuppressionV5", function () {
+        return nonMaxSuppressionV5;
+      });
+      __webpack_require__.d(kernel_impls_namespaceObject, "split", function () {
+        return split_shared_split;
+      });
+      __webpack_require__.d(kernel_impls_namespaceObject, "tile", function () {
+        return tile_impl_tile;
+      });
+      __webpack_require__.d(kernel_impls_namespaceObject, "topkImpl", function () {
+        return topkImpl;
+      });
+      __webpack_require__.d(kernel_impls_namespaceObject, "whereImpl", function () {
+        return whereImpl;
+      });
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/engine.js + 2 modules
+      var engine = __webpack_require__(5);
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/flags.js
+      var flags = __webpack_require__(61);
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/kernel_names.js
+      var kernel_names = __webpack_require__(6);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/broadcast_util.js
+      /**
+       * @license
+       * Copyright 2017 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      /**
+       * Returns the dimensions in the input shape that are broadcasted to
+       * produce the provided output shape.
+       *
+       * The returned dimensions are 0-indexed and sorted. An example:
+       * inShape = [4, 1, 3]
+       * outShape = [5, 4, 3, 3]
+       * result = [1]. Dimension 1 (2nd dimension of input) gets broadcasted 1 => 3.
+       */
+      function getBroadcastDims(inShape, outShape) {
+        const inRank = inShape.length;
+        const dims = [];
+        for (let i = 0; i < inRank; i++) {
+          const dim = inRank - 1 - i;
+          const a = inShape[dim] || 1;
+          const b = outShape[outShape.length - 1 - i] || 1;
+          if (b > 1 && a === 1) {
+            dims.unshift(dim);
+          }
+        }
+        return dims;
+      }
+      /**
+       * Returns the axes in the output space that should be reduced to produce
+       * the input space.
+       */
+      function getReductionAxes(inShape, outShape) {
+        const result = [];
+        for (let i = 0; i < outShape.length; i++) {
+          const inDim = inShape[inShape.length - i - 1];
+          const outAxis = outShape.length - i - 1;
+          const outDim = outShape[outAxis];
+          if (inDim == null || (inDim === 1 && outDim > 1)) {
+            result.unshift(outAxis);
+          }
+        }
+        return result;
+      }
+      function assertAndGetBroadcastShape(shapeA, shapeB) {
+        const result = [];
+        const l = Math.max(shapeA.length, shapeB.length);
+        for (let i = 0; i < l; i++) {
+          let a = shapeA[shapeA.length - i - 1];
+          if (a == null) {
+            a = 1;
+          }
+          let b = shapeB[shapeB.length - i - 1];
+          if (b == null) {
+            b = 1;
+          }
+          if (a === 1) {
+            result.unshift(b);
+          } else if (b === 1) {
+            result.unshift(a);
+          } else if (a !== b) {
+            const errMsg =
+              `Operands could not be broadcast together with shapes ` + `${shapeA} and ${shapeB}.`;
+            throw Error(errMsg);
+          } else {
+            result.unshift(a);
+          }
+        }
+        return result;
+      }
+      //# sourceMappingURL=broadcast_util.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Add_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const addGradConfig = {
+        kernelName: kernel_names["a" /* Add */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            let res = dy;
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = res.sum(reduceAxes);
+            }
+            return res.reshape(a.shape);
+          };
+          const derB = () => {
+            let res = dy;
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = res.sum(reduceAxes);
+            }
+            return res.reshape(b.shape);
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Add_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/AddN_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const addNGradConfig = {
+        kernelName: kernel_names["b" /* AddN */],
+        saveAllInputs: true,
+        gradFunc: (dy, saved) => {
+          const ders = {};
+          saved.forEach((_, i) => {
+            ders[i] = () => dy.clone();
+          });
+          return ders;
+        },
+      };
+      //# sourceMappingURL=AddN_grad.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/tensor_util.js
+      var tensor_util = __webpack_require__(11);
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/tensor_util_env.js
+      var tensor_util_env = __webpack_require__(3);
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/operation.js
+      var operation = __webpack_require__(4);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/add.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Adds two `tf.Tensor`s element-wise, A + B. Supports broadcasting.
+       *
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2, 3, 4]);
+       * const b = tf.tensor1d([10, 20, 30, 40]);
+       *
+       * a.add(b).print();  // or tf.add(a, b)
+       * ```
+       *
+       * ```js
+       * // Broadcast add a with b.
+       * const a = tf.scalar(5);
+       * const b = tf.tensor1d([10, 20, 30, 40]);
+       *
+       * a.add(b).print();  // or tf.add(a, b)
+       * ```
+       * @param a The first `tf.Tensor` to add.
+       * @param b The second `tf.Tensor` to add. Must have the same type as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Arithmetic'} */
+      function add_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "add");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "add");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        const forward = (backend, save) => {
+          const res = backend.add($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["a" /* Add */]
+        );
+      }
+      const add = Object(operation["a" /* op */])({ add_ });
+      //# sourceMappingURL=add.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/tensor.js + 1 modules
+      var dist_tensor = __webpack_require__(7);
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/util.js
+      var util = __webpack_require__(1);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/concat_util.js
+      /**
+       * @license
+       * Copyright 2017 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      function assertParamsConsistent(shapes, axis) {
+        const rank = shapes[0].length;
+        shapes.forEach((shape, i) => {
+          util["assert"](
+            shape.length === rank,
+            () =>
+              `Error in concat${rank}D: rank of tensors[${i}] must be the same ` +
+              `as the rank of the rest (${rank})`
+          );
+        });
+        util["assert"](
+          axis >= 0 && axis < rank,
+          () => `Error in concat${rank}D: axis must be between 0 and ${rank - 1}.`
+        );
+        const firstShape = shapes[0];
+        shapes.forEach((shape, i) => {
+          for (let r = 0; r < rank; r++) {
+            util["assert"](
+              r === axis || shape[r] === firstShape[r],
+              () =>
+                `Error in concat${rank}D: Shape of tensors[${i}] (${shape}) ` +
+                `does not match the shape of the rest (${firstShape}) ` +
+                `along the non-concatenated axis ${i}.`
+            );
+          }
+        });
+      }
+      function computeOutShape(shapes, axis) {
+        const outputShape = shapes[0].slice();
+        for (let i = 1; i < shapes.length; i++) {
+          outputShape[axis] += shapes[i][axis];
+        }
+        return outputShape;
+      }
+      //# sourceMappingURL=concat_util.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/tensor_ops.js
+      var tensor_ops = __webpack_require__(8);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/concat.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Concatenates a list of `tf.Tensor`s along a given axis.
+       *
+       * The tensors ranks and types must match, and their sizes must match in all
+       * dimensions except `axis`.
+       *
+       * Also available are stricter rank-specific methods that assert that
+       * `tensors` are of the given rank:
+       *   - `tf.concat1d`
+       *   - `tf.concat2d`
+       *   - `tf.concat3d`
+       *   - `tf.concat4d`
+       *
+       * Except `tf.concat1d` (which does not have axis param), all methods have
+       * same signature as this method.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2]);
+       * const b = tf.tensor1d([3, 4]);
+       * a.concat(b).print();  // or a.concat(b)
+       * ```
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2]);
+       * const b = tf.tensor1d([3, 4]);
+       * const c = tf.tensor1d([5, 6]);
+       * tf.concat([a, b, c]).print();
+       * ```
+       *
+       * ```js
+       * const a = tf.tensor2d([[1, 2], [10, 20]]);
+       * const b = tf.tensor2d([[3, 4], [30, 40]]);
+       * const axis = 1;
+       * tf.concat([a, b], axis).print();
+       * ```
+       * @param tensors A list of tensors to concatenate.
+       * @param axis The axis to concate along. Defaults to 0 (the first dim).
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Slicing and Joining'} */
+      function concat_(tensors, axis = 0) {
+        Object(util["assert"])(tensors.length >= 1, () => "Pass at least one tensor to concat");
+        let $tensors = Object(tensor_util_env["b" /* convertToTensorArray */])(
+          tensors,
+          "tensors",
+          "concat"
+        );
+        if ($tensors[0].dtype === "complex64") {
+          $tensors.forEach((tensor) => {
+            if (tensor.dtype !== "complex64") {
+              throw new Error(`Cannot concatenate complex64 tensors with a tensor
+          with dtype ${tensor.dtype}. `);
+            }
+          });
+        }
+        const $axis = Object(util["parseAxisParam"])(axis, $tensors[0].shape)[0];
+        const outShape = computeOutShape(
+          $tensors.map((t) => t.shape),
+          $axis
+        );
+        if (Object(util["sizeFromShape"])(outShape) === 0) {
+          return Object(tensor_ops["f" /* tensor */])([], outShape);
+        }
+        // Keep only non-empty tensors (ignore tensors with 0 in their shape).
+        $tensors = $tensors.filter((t) => t.size > 0);
+        if ($tensors.length === 1) {
+          return $tensors[0];
+        }
+        const shapes = $tensors.map((t) => t.shape);
+        assertParamsConsistent(shapes, $axis);
+        const forward = (backend, save) => {
+          const res = backend.concat($tensors, $axis);
+          save($tensors);
+          return res;
+        };
+        const inputs = $tensors;
+        const attr = { axis };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["l" /* Concat */],
+          attr
+        );
+      }
+      const concat = Object(operation["a" /* op */])({ concat_ });
+      //# sourceMappingURL=concat.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/array_ops.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Reshapes a `tf.Tensor` to a given shape.
+       *
+       * Given an input tensor, returns a new tensor with the same values as the
+       * input tensor with shape `shape`.
+       *
+       * If one component of shape is the special value -1, the size of that
+       * dimension is computed so that the total size remains constant. In
+       * particular, a shape of [-1] flattens into 1-D. At most one component of
+       * shape can be -1.
+       *
+       * If shape is 1-D or higher, then the operation returns a tensor with shape
+       * shape filled with the values of tensor. In this case, the number of
+       * elements implied by shape must be the same as the number of elements in
+       * tensor.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3, 4]);
+       * x.reshape([2, 2]).print();
+       * ```
+       *
+       * @param x The input tensor to be reshaped.
+       * @param shape An array of integers defining the output tensor shape.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function reshape_(x, shape) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "reshape", null);
+        shape = util["inferFromImplicitShape"](shape, $x.size);
+        util["assert"](
+          $x.size === util["sizeFromShape"](shape),
+          () => "new shape and old shape must have the same number of elements."
+        );
+        const grad = (dy) => {
+          return { x: () => dy.reshape($x.shape) };
+        };
+        const attrs = { shape };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.reshape($x, shape),
+          { x: $x },
+          grad,
+          "Reshape",
+          attrs
+        );
+      }
+      /**
+       * Removes dimensions of size 1 from the shape of a `tf.Tensor`.
+       *
+       * ```js
+       * const x = tf.tensor([1, 2, 3, 4], [1, 1, 4]);
+       * x.squeeze().print();
+       * ```
+       *
+       * @param x The input tensor to be squeezed.
+       * @param axis An optional list of numbers. If specified, only
+       *     squeezes the dimensions listed. The dimension index starts at 0. It
+       * is an error to squeeze a dimension that is not 1.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function squeeze_(x, axis) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "squeeze");
+        return reshape($x, util["squeezeShape"]($x.shape, axis).newShape);
+      }
+      /**
+       * Casts a `tf.Tensor` to a new dtype.
+       *
+       * ```js
+       * const x = tf.tensor1d([1.5, 2.5, 3]);
+       * tf.cast(x, 'int32').print();
+       * ```
+       * @param x The input tensor to be casted.
+       * @param dtype The dtype to cast the input tensor to.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function cast_(x, dtype) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "cast");
+        // Sanity checks.
+        if (!util["isValidDtype"](dtype)) {
+          throw new Error(`Failed to cast to unknown dtype ${dtype}`);
+        }
+        if (
+          (dtype === "string" && $x.dtype !== "string") ||
+          (dtype !== "string" && $x.dtype === "string")
+        ) {
+          throw new Error("Only strings can be casted to strings");
+        }
+        const grad = (dy) => {
+          return { x: () => dy.clone() };
+        };
+        const attrs = { dtype };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.cast($x, dtype),
+          { x: $x },
+          grad,
+          "Cast",
+          attrs
+        );
+      }
+      /**
+       * Stacks a list of rank-`R` `tf.Tensor`s into one rank-`(R+1)` `tf.Tensor`.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2]);
+       * const b = tf.tensor1d([3, 4]);
+       * const c = tf.tensor1d([5, 6]);
+       * tf.stack([a, b, c]).print();
+       * ```
+       *
+       * @param tensors A list of tensor objects with the same shape and dtype.
+       * @param axis The axis to stack along. Defaults to 0 (the first dim).
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Slicing and Joining'} */
+      function stack_(tensors, axis = 0) {
+        const $tensors = Object(tensor_util_env["b" /* convertToTensorArray */])(
+          tensors,
+          "tensors",
+          "stack"
+        );
+        util["assert"]($tensors.length >= 1, () => "Pass at least one tensor to tf.stack");
+        if ($tensors.length === 1) {
+          return $tensors[0].expandDims(axis);
+        }
+        const rank = $tensors[0].rank;
+        const shape = $tensors[0].shape;
+        const dtype = $tensors[0].dtype;
+        util["assert"](axis <= rank, () => "Axis must be <= rank of the tensor");
+        $tensors.forEach((t) => {
+          util["assertShapesMatch"](
+            shape,
+            t.shape,
+            "All tensors passed to stack must have matching shapes"
+          );
+        });
+        $tensors.forEach((t) => {
+          util["assert"](
+            dtype === t.dtype,
+            () => "All tensors passed to stack must have matching dtypes"
+          );
+        });
+        const expandedTensors = $tensors.map((t) => t.expandDims(axis));
+        return concat(expandedTensors, axis);
+      }
+      /**
+       * Unstacks a `tf.Tensor` of rank-`R` into a list of rank-`(R-1)` `tf.Tensor`s.
+       *
+       * ```js
+       * const a = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * tf.unstack(a).forEach(tensor => tensor.print());
+       * ```
+       *
+       * @param x A tensor object.
+       * @param axis The axis to unstack along. Defaults to 0 (the first dim).
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Slicing and Joining'} */
+      function unstack_(x, axis = 0) {
+        axis = axis || 0;
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "unstack");
+        util["assert"](
+          axis >= -$x.shape.length && axis < $x.shape.length,
+          () => `Axis = ${axis} is not in [-${$x.shape.length}, ${$x.shape.length})`
+        );
+        if (axis < 0) {
+          axis += $x.shape.length;
+        }
+        const grad = (dy) => {
+          return { x: () => stack(dy, axis) };
+        };
+        const attrs = { axis };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.unstack($x, axis),
+          { x: $x },
+          grad,
+          "Unpack",
+          attrs
+        );
+      }
+      /**
+       * Returns a `tf.Tensor` that has expanded rank, by inserting a dimension
+       * into the tensor's shape.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3, 4]);
+       * const axis = 1;
+       * x.expandDims(axis).print();
+       * ```
+       *
+       * @param x The input tensor whose dimensions to be expanded.
+       * @param axis The dimension index at which to insert shape of `1`. Defaults
+       *     to 0 (the first dimension).
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function expandDims_(x, axis = 0) {
+        const parseAs = null;
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(
+          x,
+          "x",
+          "expandDims",
+          parseAs
+        );
+        util["assert"](axis <= $x.rank, () => "Axis must be <= rank of the tensor");
+        const newShape = $x.shape.slice();
+        if (axis < 0) {
+          // Negative value is counted from the tail of rank.
+          util["assert"](
+            -($x.rank + 1) <= axis,
+            () => `Axis must be in the interval [${-($x.rank + 1)}, ${$x.rank}]`
+          );
+          axis = $x.rank + axis + 1;
+        }
+        newShape.splice(axis, 0, 1);
+        return reshape($x, newShape);
+      }
+      /**
+       * Computes the difference between two lists of numbers.
+       *
+       * Given a Tensor `x` and a Tensor `y`, this operation returns a Tensor `out`
+       * that represents all values that are in `x` but not in `y`. The returned
+       * Tensor `out` is sorted in the same order that the numbers appear in `x`
+       * (duplicates are preserved). This operation also returns a Tensor indices that
+       * represents the position of each out element in `x`. In other words:
+       *
+       * `out[i] = x[idx[i]] for i in [0, 1, ..., out.length - 1]`
+       *
+       * ```js
+       * const x = [1, 2, 3, 4, 5, 6];
+       * const y = [1, 3, 5];
+       *
+       * const [out, indices] = await tf.setdiff1dAsync(x, y);
+       * out.print(); // [2, 4, 6]
+       * indices.print(); // [1, 3, 5]
+       * ```
+       *
+       * @param x 1-D Tensor. Values to keep.
+       * @param y 1-D Tensor. Must have the same type as x. Values to exclude in the
+       *     output.
+       * @returns Promise of Tensor tuple [out, indices].
+       *  out: Tensor with the same type as x.
+       *  indices: A Tensor of type int32.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      async function setdiff1dAsync_(x, y) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "setdiff1d");
+        const $y = Object(tensor_util_env["a" /* convertToTensor */])(y, "y", "setdiff1d");
+        util["assert"](
+          $x.dtype === $y.dtype,
+          () => `x and y should have the same dtype, but got x (${$x.dtype}) and y (${$y.dtype}).`
+        );
+        util["assert"]($x.rank === 1, () => `x should be 1D tensor, but got x (${$x.shape}).`);
+        util["assert"]($y.rank === 1, () => `y should be 1D tensor, but got y (${$y.shape}).`);
+        const xVals = await $x.data();
+        const yVals = await $y.data();
+        const ySet = new Set(yVals);
+        let outputSize = 0;
+        for (let i = 0; i < xVals.length; i++) {
+          if (!ySet.has(xVals[i])) {
+            outputSize++;
+          }
+        }
+        const buffer = new dist_tensor["b" /* TensorBuffer */]([outputSize], $x.dtype);
+        const indices = new dist_tensor["b" /* TensorBuffer */]([outputSize], "int32");
+        for (let i = 0, p = 0; i < xVals.length; i++) {
+          if (!ySet.has(xVals[i])) {
+            buffer.values[p] = xVals[i];
+            indices.values[p] = i;
+            p++;
+          }
+        }
+        return [buffer.toTensor(), indices.toTensor()];
+      }
+      /**
+       * Creates an empty `tf.TensorBuffer` with the specified `shape` and `dtype`.
+       *
+       * The values are stored in CPU as `TypedArray`. Fill the buffer using
+       * `buffer.set()`, or by modifying directly `buffer.values`.
+       *
+       * When done, call `buffer.toTensor()` to get an immutable `tf.Tensor` with
+       * those values.
+       *
+       * ```js
+       * // Create a buffer and set values at particular indices.
+       * const buffer = tf.buffer([2, 2]);
+       * buffer.set(3, 0, 0);
+       * buffer.set(5, 1, 0);
+       *
+       * // Convert the buffer back to a tensor.
+       * buffer.toTensor().print();
+       * ```
+       *
+       * @param shape An array of integers defining the output tensor shape.
+       * @param dtype The dtype of the buffer. Defaults to 'float32'.
+       * @param values The values of the buffer as `TypedArray`. Defaults to
+       * zeros.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Creation'} */
+      function array_ops_buffer(shape, dtype = "float32", values) {
+        dtype = dtype || "float32";
+        util["assertNonNegativeIntegerDimensions"](shape);
+        return new dist_tensor["b" /* TensorBuffer */](shape, dtype, values);
+      }
+      /**
+       * Prints information about the `tf.Tensor` including its data.
+       *
+       * ```js
+       * const verbose = true;
+       * tf.tensor2d([1, 2, 3, 4], [2, 2]).print(verbose);
+       * ```
+       * @param x The tensor to be printed.
+       * @param verbose Whether to print verbose information about the ` Tensor`,
+       * including dtype and size.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Creation'} */
+      function print(x, verbose = false) {
+        console.log(x.toString(verbose));
+      }
+
+      const cast = Object(operation["a" /* op */])({ cast_ });
+      const expandDims = Object(operation["a" /* op */])({ expandDims_ });
+      const reshape = Object(operation["a" /* op */])({ reshape_ });
+      const squeeze = Object(operation["a" /* op */])({ squeeze_ });
+      const stack = Object(operation["a" /* op */])({ stack_ });
+      const unstack = Object(operation["a" /* op */])({ unstack_ });
+      const setdiff1dAsync = setdiff1dAsync_;
+      //# sourceMappingURL=array_ops.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/floorDiv.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Divides two `tf.Tensor`s element-wise, A / B. Supports broadcasting.
+       * The result is rounded with floor function.
+       *
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 4, 9, 16]);
+       * const b = tf.tensor1d([1, 2, 3, 4]);
+       *
+       * a.floorDiv(b).print();  // or tf.div(a, b)
+       * ```
+       *
+       * ```js
+       * // Broadcast div a with b.
+       * const a = tf.tensor1d([2, 4, 6, 8]);
+       * const b = tf.scalar(2);
+       *
+       * a.floorDiv(b).print();  // or tf.floorDiv(a, b)
+       * ```
+       *
+       * @param a The first tensor as the numerator.
+       * @param b The second tensor as the denominator. Must have the same dtype as
+       * `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Arithmetic'} */
+      function floorDiv_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "floorDiv");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "floorDiv");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        const forward = (backend, save) => {
+          const res = backend.floorDiv($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["D" /* FloorDiv */]
+        );
+      }
+      const floorDiv = Object(operation["a" /* op */])({ floorDiv_ });
+      //# sourceMappingURL=floorDiv.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/div.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Divides two `tf.Tensor`s element-wise, A / B. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 4, 9, 16]);
+       * const b = tf.tensor1d([1, 2, 3, 4]);
+       *
+       * a.div(b).print();  // or tf.div(a, b)
+       * ```
+       *
+       * ```js
+       * // Broadcast div a with b.
+       * const a = tf.tensor1d([2, 4, 6, 8]);
+       * const b = tf.scalar(2);
+       *
+       * a.div(b).print();  // or tf.div(a, b)
+       * ```
+       *
+       * @param a The first tensor as the numerator.
+       * @param b The second tensor as the denominator. Must have the same dtype as
+       * `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Arithmetic'} */
+      function div_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "div");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "div");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        if ($a.dtype === "int32" && $b.dtype === "int32") {
+          return floorDiv($a, $b);
+        }
+        const forward = (backend, save) => {
+          const res = backend.realDivide($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        const attrs = {};
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["y" /* Div */],
+          attrs
+        );
+      }
+      const div = Object(operation["a" /* op */])({ div_ });
+      //# sourceMappingURL=div.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/mul.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Multiplies two `tf.Tensor`s element-wise, A * B. Supports broadcasting.
+       *
+       * We also expose `tf.mulStrict` which has the same signature as this op and
+       * asserts that `a` and `b` are the same shape (does not broadcast).
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2, 3, 4]);
+       * const b = tf.tensor1d([2, 3, 4, 5]);
+       *
+       * a.mul(b).print();  // or tf.mul(a, b)
+       * ```
+       *
+       * ```js
+       * // Broadcast mul a with b.
+       * const a = tf.tensor1d([1, 2, 3, 4]);
+       * const b = tf.scalar(5);
+       *
+       * a.mul(b).print();  // or tf.mul(a, b)
+       * ```
+       * @param a The first tensor to multiply.
+       * @param b The second tensor to multiply. Must have the same dtype as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Arithmetic'} */
+      function mul_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "mul");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "mul");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        const forward = (backend, save) => {
+          const res = backend.multiply($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["Y" /* Multiply */]
+        );
+      }
+      const mul = Object(operation["a" /* op */])({ mul_ });
+      //# sourceMappingURL=mul.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Provided `f(x)`, returns another function `g(x, dy?)`, which gives the
+       * gradient of `f(x)` with respect to `x`.
+       *
+       * If `dy` is provided, the gradient of `f(x).mul(dy).sum()` with respect to
+       * `x` is computed instead. `f(x)` must take a single tensor `x` and return a
+       * single tensor `y`. If `f()` takes multiple inputs, use `tf.grads` instead.
+       *
+       * ```js
+       * // f(x) = x ^ 2
+       * const f = x => x.square();
+       * // f'(x) = 2x
+       * const g = tf.grad(f);
+       *
+       * const x = tf.tensor1d([2, 3]);
+       * g(x).print();
+       * ```
+       *
+       * ```js
+       * // f(x) = x ^ 3
+       * const f = x => x.pow(tf.scalar(3, 'int32'));
+       * // f'(x) = 3x ^ 2
+       * const g = tf.grad(f);
+       * // f''(x) = 6x
+       * const gg = tf.grad(g);
+       *
+       * const x = tf.tensor1d([2, 3]);
+       * gg(x).print();
+       * ```
+       *
+       * @param f The function f(x), to compute gradient for.
+       */
+      /** @doc {heading: 'Training', subheading: 'Gradients'} */
+      function gradients_grad(f) {
+        util["assert"](util["isFunction"](f), () => "The f passed in grad(f) must be a function");
+        return (x, dy) => {
+          // x can be of any dtype, thus null as the last argument.
+          const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "tf.grad", null);
+          const $dy =
+            dy != null
+              ? Object(tensor_util_env["a" /* convertToTensor */])(dy, "dy", "tf.grad")
+              : null;
+          return engine["a" /* ENGINE */].tidy(() => {
+            const { value, grads } = engine["a" /* ENGINE */].gradients(() => f($x), [$x], $dy);
+            if ($dy != null) {
+              util["assertShapesMatch"](
+                value.shape,
+                $dy.shape,
+                "The shape of dy passed in grad(f)(x, dy) must match the shape " +
+                  "returned by f(x)"
+              );
+            }
+            checkGrads(grads);
+            return grads[0];
+          });
+        };
+      }
+      /**
+       * Provided `f(x1, x2,...)`, returns another function `g([x1, x2,...], dy?)`,
+       * which gives an array of gradients of `f()` with respect to each input
+       * [`x1`,`x2`,...].
+       *
+       * If `dy` is passed when calling `g()`, the gradient of
+       * `f(x1,...).mul(dy).sum()` with respect to each input is computed instead.
+       * The provided `f` must take one or more tensors and return a single tensor
+       * `y`. If `f()` takes a single input, we recommend using `tf.grad` instead.
+       *
+       * ```js
+       * // f(a, b) = a * b
+       * const f = (a, b) => a.mul(b);
+       * // df / da = b, df / db = a
+       * const g = tf.grads(f);
+       *
+       * const a = tf.tensor1d([2, 3]);
+       * const b = tf.tensor1d([-2, -3]);
+       * const [da, db] = g([a, b]);
+       * console.log('da');
+       * da.print();
+       * console.log('db');
+       * db.print();
+       * ```
+       *
+       * @param f The function `f(x1, x2,...)` to compute gradients for.
+       */
+      /** @doc {heading: 'Training', subheading: 'Gradients'} */
+      function gradients_grads(f) {
+        util["assert"](util["isFunction"](f), () => "The f passed in grads(f) must be a function");
+        return (args, dy) => {
+          util["assert"](
+            Array.isArray(args),
+            () =>
+              "The args passed in grads(f)(args) must be an array " +
+              "of `Tensor`s or `TensorLike`s"
+          );
+          // args can be of any dtype, thus null as the last argument.
+          const $args = Object(tensor_util_env["b" /* convertToTensorArray */])(
+            args,
+            "args",
+            "tf.grads",
+            null
+          );
+          const $dy =
+            dy != null
+              ? Object(tensor_util_env["a" /* convertToTensor */])(dy, "dy", "tf.grads")
+              : null;
+          return engine["a" /* ENGINE */].tidy(() => {
+            const { value, grads } = engine["a" /* ENGINE */].gradients(
+              () => f(...$args),
+              $args,
+              $dy
+            );
+            if ($dy != null) {
+              util["assertShapesMatch"](
+                value.shape,
+                $dy.shape,
+                "The shape of dy passed in grads(f)([x1,...], dy) must " +
+                  "match the shape returned by f([x1,...])"
+              );
+            }
+            checkGrads(grads);
+            return grads;
+          });
+        };
+      }
+      /**
+       * Like `tf.grad`, but also returns the value of `f()`. Useful when `f()`
+       * returns a metric you want to show.
+       *
+       * The result is a rich object with the following properties:
+       * - grad: The gradient of `f(x)` w.r.t `x` (result of `tf.grad`).
+       * - value: The value returned by `f(x)`.
+       *
+       * ```js
+       * // f(x) = x ^ 2
+       * const f = x => x.square();
+       * // f'(x) = 2x
+       * const g = tf.valueAndGrad(f);
+       *
+       * const x = tf.tensor1d([2, 3]);
+       * const {value, grad} = g(x);
+       *
+       * console.log('value');
+       * value.print();
+       * console.log('grad');
+       * grad.print();
+       * ```
+       */
+      /** @doc {heading: 'Training', subheading: 'Gradients'} */
+      function valueAndGrad(f) {
+        util["assert"](
+          util["isFunction"](f),
+          () => "The f passed in valueAndGrad(f) must be a function"
+        );
+        return (x, dy) => {
+          util["assert"](
+            x instanceof dist_tensor["a" /* Tensor */],
+            () => "The x passed in valueAndGrad(f)(x) must be a tensor"
+          );
+          util["assert"](
+            dy == null || dy instanceof dist_tensor["a" /* Tensor */],
+            () => "The dy passed in valueAndGrad(f)(x, dy) must be a tensor"
+          );
+          const { grads, value } = engine["a" /* ENGINE */].gradients(() => f(x), [x], dy);
+          checkGrads(grads);
+          return { grad: grads[0], value };
+        };
+      }
+      /**
+       * Like `tf.grads`, but returns also the value of `f()`. Useful when `f()`
+       * returns a metric you want to show.
+       *
+       * The result is a rich object with the following properties:
+       * - grads: The gradients of `f()` w.r.t each input (result of `tf.grads`).
+       * - value: The value returned by `f(x)`.
+       *
+       * ```js
+       * // f(a, b) = a * b
+       * const f = (a, b) => a.mul(b);
+       * // df/da = b, df/db = a
+       * const g = tf.valueAndGrads(f);
+       *
+       * const a = tf.tensor1d([2, 3]);
+       * const b = tf.tensor1d([-2, -3]);
+       * const {value, grads} = g([a, b]);
+       *
+       * const [da, db] = grads;
+       *
+       * console.log('value');
+       * value.print();
+       *
+       * console.log('da');
+       * da.print();
+       * console.log('db');
+       * db.print();
+       * ```
+       */
+      /** @doc {heading: 'Training', subheading: 'Gradients'} */
+      function valueAndGrads(f) {
+        util["assert"](
+          util["isFunction"](f),
+          () => "The f passed in valueAndGrads(f) must be a function"
+        );
+        return (args, dy) => {
+          util["assert"](
+            Array.isArray(args) &&
+              args.every((arg) => arg instanceof dist_tensor["a" /* Tensor */]),
+            () => "The args passed in valueAndGrads(f)(args) must be array of " + "tensors"
+          );
+          util["assert"](
+            dy == null || dy instanceof dist_tensor["a" /* Tensor */],
+            () => "The dy passed in valueAndGrads(f)(args, dy) must be a tensor"
+          );
+          const res = engine["a" /* ENGINE */].gradients(() => f(...args), args, dy);
+          if (dy != null) {
+            util["assertShapesMatch"](
+              res.value.shape,
+              dy.shape,
+              "The shape of dy passed in valueAndGrads(f)([x1,...], dy) must " +
+                "match the shape returned by f([x1,...])"
+            );
+          }
+          checkGrads(res.grads);
+          return res;
+        };
+      }
+      /**
+       * Computes and returns the gradient of f(x) with respect to the list of
+       * trainable variables provided by `varList`. If no list is provided, it
+       * defaults to all trainable variables.
+       *
+       * ```js
+       * const a = tf.variable(tf.tensor1d([3, 4]));
+       * const b = tf.variable(tf.tensor1d([5, 6]));
+       * const x = tf.tensor1d([1, 2]);
+       *
+       * // f(a, b) = a * x ^ 2 + b * x
+       * const f = () => a.mul(x.square()).add(b.mul(x)).sum();
+       * // df/da = x ^ 2, df/db = x
+       * const {value, grads} = tf.variableGrads(f);
+       *
+       * Object.keys(grads).forEach(varName => grads[varName].print());
+       * ```
+       *
+       * @param f The function to execute. f() should return a scalar.
+       * @param varList The list of variables to compute the gradients with respect
+       *     to. Defaults to all trainable variables.
+       * @returns An object with the following keys and values:
+       *   - `value`: The value of the function `f`.
+       *   - `grads`: A map from the names of the variables to the gradients.
+       *     If the `varList` argument is provided explicitly and contains a subset of
+       *     non-trainable variables, this map in the return value will contain keys
+       *     that map the names of the non-trainable variables to `null`.
+       */
+      /** @doc {heading: 'Training', subheading: 'Gradients'} */
+      function variableGrads(f, varList) {
+        util["assert"](
+          util["isFunction"](f),
+          () => "The f passed in variableGrads(f) must be a function"
+        );
+        util["assert"](
+          varList == null ||
+            (Array.isArray(varList) &&
+              varList.every((v) => v instanceof dist_tensor["c" /* Variable */])),
+          () => "The varList passed in variableGrads(f, varList) must be an array " + "of variables"
+        );
+        const specifiedVarList = varList != null;
+        if (!specifiedVarList) {
+          // Get all of the trainable variables.
+          varList = [];
+          for (const varName in engine["a" /* ENGINE */].registeredVariables) {
+            varList.push(engine["a" /* ENGINE */].registeredVariables[varName]);
+          }
+        }
+        const specifiedNonTrainable = specifiedVarList
+          ? varList.filter((variable) => !variable.trainable)
+          : null;
+        // Prune non-trainable variables.
+        const originalVarCount = varList.length;
+        varList = varList.filter((variable) => variable.trainable);
+        util["assert"](
+          varList.length > 0,
+          () =>
+            `variableGrads() expects at least one of the input variables to ` +
+            `be trainable, but none of the ${originalVarCount} variables is ` +
+            `trainable.`
+        );
+        const allowNoGradients = true;
+        const { value, grads } = engine["a" /* ENGINE */].gradients(
+          f,
+          varList,
+          null,
+          allowNoGradients
+        );
+        util["assert"](
+          grads.some((g) => g != null),
+          () =>
+            "Cannot find a connection between any variable and the result of " +
+            "the loss function y=f(x). Please make sure the operations that " +
+            "use variables are inside the function f passed to minimize()."
+        );
+        util["assert"](
+          value.rank === 0,
+          () =>
+            `The f passed in variableGrads(f) must return a scalar, but it ` +
+            `returned a rank-${value.rank} tensor`
+        );
+        const namedGrads = {};
+        varList.forEach((v, i) => {
+          if (grads[i] != null) {
+            namedGrads[v.name] = grads[i];
+          }
+        });
+        if (specifiedNonTrainable != null) {
+          // If varList is explicitly provided and contains non-trainable values,
+          // add them to the returned gradients with `null` values.
+          specifiedNonTrainable.forEach((v) => (namedGrads[v.name] = null));
+        }
+        return { value, grads: namedGrads };
+      }
+      /**
+       * Overrides the gradient computation of a function `f`.
+       *
+       * Takes a function
+       * `f(...inputs, save) => {value: Tensor, gradFunc: (dy, saved) => Tensor[]}`
+       * and returns another function `g(...inputs)` which takes the same inputs as
+       * `f`. When called, `g` returns `f().value`. In backward mode, custom gradients
+       * with respect to each input of `f` are computed using `f().gradFunc`.
+       *
+       * The `save` function passsed to `f` should be used for saving tensors needed
+       * in the gradient. And the `saved` passed to the `gradFunc` is a
+       * `NamedTensorMap`, which contains those saved tensor.
+       *
+       * ```js
+       * const customOp = tf.customGrad((x, save) => {
+       *   // Save x to make sure it's available later for the gradient.
+       *   save([x]);
+       *   // Override gradient of our custom x ^ 2 op to be dy * abs(x);
+       *   return {
+       *     value: x.square(),
+       *     // Note `saved.x` which points to the `x` we saved earlier.
+       *     gradFunc: (dy, saved) => [dy.mul(saved[0].abs())]
+       *   };
+       * });
+       *
+       * const x = tf.tensor1d([-1, -2, 3]);
+       * const dx = tf.grad(x => customOp(x));
+       *
+       * console.log(`f(x):`);
+       * customOp(x).print();
+       * console.log(`f'(x):`);
+       * dx(x).print();
+       * ```
+       *
+       * @param f The function to evaluate in forward mode, which should return
+       *     `{value: Tensor, gradFunc: (dy, saved) => Tensor[]}`, where `gradFunc`
+       *     returns the custom gradients of `f` with respect to its inputs.
+       */
+      /** @doc {heading: 'Training', subheading: 'Gradients'} */
+      function customGrad(f) {
+        return engine["a" /* ENGINE */].customGrad(f);
+      }
+      function checkGrads(grads) {
+        const numNullGradients = grads.filter((g) => g == null).length;
+        if (numNullGradients > 0) {
+          throw new Error(`Cannot compute gradient of y=f(x) with respect to x. Make sure that
+    the f you passed encloses all operations that lead from x to y.`);
+        }
+      }
+
+      //# sourceMappingURL=gradients.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/axis_util.js
+      /**
+       * @license
+       * Copyright 2017 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Returns true if the axis specifies the inner most dimensions of the
+       * array.
+       */
+      function axesAreInnerMostDims(axes, rank) {
+        for (let i = 0; i < axes.length; ++i) {
+          if (axes[axes.length - i - 1] !== rank - 1 - i) {
+            return false;
+          }
+        }
+        return true;
+      }
+      function combineLocations(outputLoc, reduceLoc, axes) {
+        const rank = outputLoc.length + reduceLoc.length;
+        const loc = [];
+        let outIdx = 0;
+        let reduceIdx = 0;
+        for (let dim = 0; dim < rank; dim++) {
+          if (axes.indexOf(dim) === -1) {
+            loc.push(outputLoc[outIdx++]);
+          } else {
+            loc.push(reduceLoc[reduceIdx++]);
+          }
+        }
+        return loc;
+      }
+      function computeOutAndReduceShapes(aShape, axes) {
+        const outShape = [];
+        const rank = aShape.length;
+        for (let dim = 0; dim < rank; dim++) {
+          if (axes.indexOf(dim) === -1) {
+            outShape.push(aShape[dim]);
+          }
+        }
+        const reduceShape = axes.map((dim) => aShape[dim]);
+        return [outShape, reduceShape];
+      }
+      function expandShapeToKeepDim(shape, axes) {
+        const reduceSubShape = axes.map((x) => 1);
+        return combineLocations(shape, reduceSubShape, axes);
+      }
+      function assertAxesAreInnerMostDims(msg, axes, rank) {
+        util["assert"](
+          axesAreInnerMostDims(axes, rank),
+          () =>
+            `${msg} supports only inner-most axes for now. ` +
+            `Got axes ${axes} and rank-${rank} input.`
+        );
+      }
+      /**
+       * Returns the axes permutation to be used with `tf.transpose`, if such
+       * permutation is necessary. Otherwise it returns null. This method is used by
+       * operations that operate only on inner-most axes.
+       */
+      function getAxesPermutation(axes, rank) {
+        if (axesAreInnerMostDims(axes, rank)) {
+          return null;
+        }
+        const result = [];
+        for (let i = 0; i < rank; ++i) {
+          if (axes.indexOf(i) === -1) {
+            result.push(i);
+          }
+        }
+        axes.forEach((axis) => result.push(axis));
+        return result;
+      }
+      /** Returns the axes permutation that undoes the original permutation. */
+      function getUndoAxesPermutation(axes) {
+        return axes
+          .map((axis, i) => [i, axis])
+          .sort((a, b) => a[1] - b[1])
+          .map((x) => x[0]);
+      }
+      function getInnerMostAxes(numAxes, rank) {
+        const res = [];
+        for (let i = rank - numAxes; i < rank; ++i) {
+          res.push(i);
+        }
+        return res;
+      }
+      //# sourceMappingURL=axis_util.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/reduction_ops_util.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Gradient helper function for the min and max operations.
+       */
+      function gradForMinAndMax(dy, y, xOrig, origAxes, permutedAxes) {
+        if (y.rank < xOrig.rank) {
+          y = y.reshape(expandShapeToKeepDim(y.shape, origAxes));
+        }
+        if (dy.rank < xOrig.rank) {
+          dy = dy.reshape(expandShapeToKeepDim(dy.shape, origAxes));
+        }
+        return {
+          x: () => {
+            const dx = dy.mul(xOrig.equal(y).cast(dy.dtype));
+            return permutedAxes == null ? dx : dx.transpose(permutedAxes);
+          },
+        };
+      }
+      //# sourceMappingURL=reduction_ops_util.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/reduction_ops.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the log(sum(exp(elements across the reduction dimensions)).
+       *
+       * Reduces the input along the dimensions given in `axis`. Unless `keepDims`
+       * is true, the rank of the array is reduced by 1 for each entry in `axis`.
+       * If `keepDims` is true, the reduced dimensions are retained with length 1.
+       * If `axis` has no entries, all dimensions are reduced, and an array with a
+       * single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.logSumExp().print();  // or tf.logSumExp(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * const axis = 1;
+       * x.logSumExp(axis).print();  // or tf.logSumExp(a, axis)
+       * ```
+       * @param x The input tensor.
+       * @param axis The dimension(s) to reduce. If null (the default),
+       *     reduces all dimensions.
+       * @param keepDims If true, retains reduced dimensions with length
+       *     of 1. Defaults to false.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function logSumExp_(x, axis = null, keepDims = false) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "logSumExp");
+        const axes = util["parseAxisParam"](axis, $x.shape);
+        const xMax = $x.max(axes, true /* keepDims */);
+        const a = $x.sub(xMax);
+        const b = a.exp();
+        const c = b.sum(axes);
+        const d = c.log();
+        const res = xMax.reshape(d.shape).add(d);
+        if (keepDims) {
+          const newShape = expandShapeToKeepDim(res.shape, axes);
+          return res.reshape(newShape);
+        }
+        return res;
+      }
+      /**
+       * Computes the sum of elements across dimensions of a `tf.Tensor`.
+       *
+       * Reduces the input along the dimensions given in `axes`. Unless `keepDims`
+       * is true, the rank of the `tf.Tensor` is reduced by 1 for each entry in
+       * `axes`. If `keepDims` is true, the reduced dimensions are retained with
+       * length 1. If axes has no entries, all dimensions are reduced, and a
+       * `tf.Tensor` with a single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.sum().print();  // or tf.sum(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * const axis = 1;
+       * x.sum(axis).print();  // or tf.sum(x, axis)
+       * ```
+       *
+       * @param x The input tensor to compute the sum over. If the dtype is `bool`
+       *   it will be converted to `int32` and the output dtype will be `int32`.
+       * @param axis The dimension(s) to reduce. By default it reduces
+       *     all dimensions.
+       * @param keepDims If true, retains reduced dimensions with size 1.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function sum_(x, axis = null, keepDims = false) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "sum");
+        if ($x.dtype === "bool") {
+          $x = $x.toInt();
+        }
+        const axes = util["parseAxisParam"](axis, $x.shape);
+        // Use a custom gradient to bypass 2 gradient backprops since sum is used
+        // extremely often.
+        const customOp = customGrad((x) => {
+          const permutation = getAxesPermutation(axes, x.rank);
+          let reductionAxes = axes;
+          let permutedX = x;
+          if (permutation != null) {
+            permutedX = x.transpose(permutation);
+            reductionAxes = getInnerMostAxes(reductionAxes.length, x.rank);
+          }
+          const gradFunc = (dy) => {
+            const expandedDyShape = x.shape.slice();
+            axes.forEach((axis) => {
+              expandedDyShape[axis] = 1;
+            });
+            const expandedDy = dy.reshape(expandedDyShape);
+            const derX = expandedDy.mul(Object(tensor_ops["b" /* ones */])(x.shape, "float32"));
+            return derX;
+          };
+          const gradInputs = (dy) => {
+            return { x: () => gradFunc(dy) };
+          };
+          const attrs = { axes: reductionAxes };
+          let value = engine["a" /* ENGINE */].runKernelFunc(
+            (backend) => backend.sum(permutedX, reductionAxes),
+            { x: permutedX },
+            gradInputs,
+            "Sum",
+            attrs
+          );
+          if (keepDims) {
+            const newShape = expandShapeToKeepDim(value.shape, axes);
+            value = value.reshape(newShape);
+          }
+          return { value, gradFunc };
+        });
+        return customOp($x);
+      }
+      /**
+       * Computes the product of elements across dimensions of a `tf.Tensor`.
+       *
+       * Reduces the input along the dimensions given in `axes`. Unless `keepDims`
+       * is true, the rank of the `tf.Tensor` is reduced by 1 for each entry in
+       * `axes`. If `keepDims` is true, the reduced dimensions are retained with
+       * length 1. If `axes` has no entries, all dimensions are reduced, and a
+       * `tf.Tensor` with a single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.prod().print();  // or tf.prod(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * const axis = 1;
+       * x.prod(axis).print();  // or tf.prod(x, axis)
+       * ```
+       *
+       * @param x The input tensor to compute the product over. If the dtype is `bool`
+       *   it will be converted to `int32` and the output dtype will be `int32`.
+       * @param axis The dimension(s) to reduce. By default it reduces
+       *     all dimensions.
+       * @param keepDims If true, retains reduced dimensions with size 1.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function prod_(x, axis = null, keepDims = false) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "prod");
+        if ($x.dtype === "bool") {
+          $x = $x.toInt();
+        }
+        const axes = util["parseAxisParam"](axis, $x.shape);
+        const permutation = getAxesPermutation(axes, $x.rank);
+        let reductionAxes = axes;
+        let permutedX = $x;
+        if (permutation != null) {
+          permutedX = $x.transpose(permutation);
+          reductionAxes = getInnerMostAxes(reductionAxes.length, $x.rank);
+        }
+        let value = engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.prod(permutedX, reductionAxes),
+          { permutedX }
+        );
+        if (keepDims) {
+          const newShape = expandShapeToKeepDim(value.shape, axes);
+          value = value.reshape(newShape);
+        }
+        return value;
+      }
+      /**
+       * Computes the mean of elements across dimensions of a `tf.Tensor`.
+       *
+       * Reduces `x` along the dimensions given in `axis`. Unless `keepDims` is
+       * true, the rank of the `tf.Tensor` is reduced by 1 for each entry in `axis`.
+       * If `keepDims` is true, the reduced dimensions are retained with length 1.
+       * If `axis` has no entries, all dimensions are reduced, and a `tf.Tensor` with
+       * a single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.mean().print();  // or tf.mean(a)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * const axis = 1;
+       * x.mean(axis).print();  // or tf.mean(x, axis)
+       * ```
+       *
+       * @param x The input tensor.
+       * @param axis The dimension(s) to reduce. By default it reduces
+       *     all dimensions.
+       * @param keepDims If true, retains reduced dimensions with size 1.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function mean_(x, axis = null, keepDims = false) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "mean");
+        const axes = util["parseAxisParam"](axis, $x.shape);
+        const shapes = computeOutAndReduceShapes($x.shape, axes);
+        const reduceShape = shapes[1];
+        const reduceSize = util["sizeFromShape"](reduceShape);
+        // Use a custom gradient to bypass 2 gradient backprops since mean is used
+        // extremely often.
+        const customOp = customGrad((x) => {
+          const reduceSizeScalar = Object(tensor_ops["e" /* scalar */])(reduceSize);
+          // Cast if needed.
+          const xReduce = reduceSizeScalar.dtype === x.dtype ? x : x.cast(reduceSizeScalar.dtype);
+          const res = xReduce.div(reduceSizeScalar);
+          const value = res.sum(axis, keepDims);
+          const gradFunc = (dy) => {
+            const expandedDyShape = x.shape.slice();
+            axes.forEach((axis) => {
+              expandedDyShape[axis] = 1;
+            });
+            const expandedDy = dy.reshape(expandedDyShape);
+            const derX = expandedDy
+              .mul(Object(tensor_ops["b" /* ones */])(x.shape, "float32"))
+              .div(reduceSize);
+            return derX;
+          };
+          return { value, gradFunc };
+        });
+        return customOp($x);
+      }
+      /**
+       * Computes the minimum value from the input.
+       *
+       * Reduces the input along the dimensions given in `axes`. Unless `keepDims`
+       * is true, the rank of the array is reduced by 1 for each entry in `axes`.
+       * If `keepDims` is true, the reduced dimensions are retained with length 1.
+       * If `axes` has no entries, all dimensions are reduced, and an array with a
+       * single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.min().print();  // or tf.min(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * const axis = 1;
+       * x.min(axis).print();  // or tf.min(x, axis)
+       * ```
+       *
+       * @param x The input Tensor.
+       * @param axis The dimension(s) to reduce. By default it reduces
+       *     all dimensions.
+       * @param keepDims If true, retains reduced dimensions with size 1.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function min_(x, axis = null, keepDims = false) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "min");
+        const xOrig = $x;
+        const origAxes = util["parseAxisParam"](axis, $x.shape);
+        let axes = origAxes;
+        const permutedAxes = getAxesPermutation(axes, $x.rank);
+        if (permutedAxes != null) {
+          $x = $x.transpose(permutedAxes);
+          axes = getInnerMostAxes(axes.length, $x.rank);
+        }
+        const grad = (dy, saved) =>
+          gradForMinAndMax(dy, saved[1], saved[0], origAxes, permutedAxes);
+        const inputsToSave = [$x];
+        const outputsToSave = [true];
+        let res = engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const y = backend.min($x, axes);
+            save([xOrig, y]);
+            return y;
+          },
+          { x: $x },
+          grad,
+          "Min",
+          { axes },
+          inputsToSave,
+          outputsToSave
+        );
+        if (keepDims) {
+          const newShape = expandShapeToKeepDim(res.shape, origAxes);
+          res = res.reshape(newShape);
+        }
+        return res;
+      }
+      /**
+       * Returns the indices of the minimum values along an `axis`.
+       *
+       * The result has the same shape as `input` with the dimension along `axis`
+       * removed.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.argMin().print();  // or tf.argMin(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 4, 3], [2, 2]);
+       *
+       * const axis = 1;
+       * x.argMin(axis).print();  // or tf.argMin(x, axis)
+       * ```
+       *
+       * @param x The input tensor.
+       * @param axis The dimension to reduce. Defaults to 0 (outer-most dimension).
+       *
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function argMin_(x, axis = 0) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "argMin");
+        if (axis == null) {
+          axis = 0;
+        }
+        let axes = util["parseAxisParam"](axis, $x.shape);
+        const permutedAxes = getAxesPermutation(axes, $x.rank);
+        if (permutedAxes != null) {
+          $x = $x.transpose(permutedAxes);
+          axes = getInnerMostAxes(axes.length, $x.rank);
+        }
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])($x) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.argMin($x, axes[0]);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Returns the indices of the maximum values along an `axis`.
+       *
+       * The result has the same shape as `input` with the dimension along `axis`
+       * removed.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3]);
+       *
+       * x.argMax().print();  // or tf.argMax(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 4, 3], [2, 2]);
+       *
+       * const axis = 1;
+       * x.argMax(axis).print();  // or tf.argMax(x, axis)
+       * ```
+       *
+       * @param x The input tensor.
+       * @param axis The dimension to reduce. Defaults to 0 (outer-most dimension).
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function argMax_(x, axis = 0) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "argMax");
+        if (axis == null) {
+          axis = 0;
+        }
+        let axes = util["parseAxisParam"](axis, $x.shape);
+        const permutedAxes = getAxesPermutation(axes, $x.rank);
+        if (permutedAxes != null) {
+          $x = $x.transpose(permutedAxes);
+          axes = getInnerMostAxes(axes.length, $x.rank);
+        }
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => Object(tensor_ops["o" /* zerosLike */])($x) };
+        };
+        const attrs = { axis: axes[0] };
+        const inputsToSave = [$x];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.argMax($x, axes[0]);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "ArgMax",
+          attrs,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes the logical and of elements across dimensions of a `tf.Tensor`.
+       *
+       * Reduces the input along the dimensions given in `axes`. Unless `keepDims`
+       * is true, the rank of the `tf.Tensor` is reduced by 1 for each entry in
+       * `axes`. If `keepDims` is true, the reduced dimensions are retained with
+       * length 1. If `axes` has no entries, all dimensions are reduced, and an
+       * `tf.Tensor` with a single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 1, 1], 'bool');
+       *
+       * x.all().print();  // or tf.all(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 1, 0, 0], [2, 2], 'bool');
+       *
+       * const axis = 1;
+       * x.all(axis).print();  // or tf.all(x, axis)
+       * ```
+       *
+       * @param x The input tensor. Must be of dtype bool.
+       * @param axis The dimension(s) to reduce. By default it reduces
+       *     all dimensions.
+       * @param keepDims If true, retains reduced dimensions with size 1.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function all_(x, axis = null, keepDims = false) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "all", "bool");
+        const origAxes = util["parseAxisParam"](axis, $x.shape);
+        let axes = origAxes;
+        const permutedAxes = getAxesPermutation(axes, $x.rank);
+        if (permutedAxes != null) {
+          $x = $x.transpose(permutedAxes);
+          axes = getInnerMostAxes(axes.length, $x.rank);
+        }
+        const res = engine["a" /* ENGINE */].runKernelFunc((backend) => backend.all($x, axes), {
+          $x,
+        });
+        if (keepDims) {
+          const newShape = expandShapeToKeepDim(res.shape, origAxes);
+          return res.reshape(newShape);
+        }
+        return res;
+      }
+      /**
+       * Computes the logical or of elements across dimensions of a `tf.Tensor`.
+       *
+       * Reduces the input along the dimensions given in `axes`. Unless `keepDims`
+       * is true, the rank of the `tf.Tensor` is reduced by 1 for each entry in
+       * `axes`. If `keepDims` is true, the reduced dimensions are retained with
+       * length 1. If `axes` has no entries, all dimensions are reduced, and an
+       * `tf.Tensor` with a single element is returned.
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 1, 1], 'bool');
+       *
+       * x.any().print();  // or tf.any(x)
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 1, 0, 0], [2, 2], 'bool');
+       *
+       * const axis = 1;
+       * x.any(axis).print();  // or tf.any(x, axis)
+       * ```
+       *
+       * @param x The input tensor. Must be of dtype bool.
+       * @param axis The dimension(s) to reduce. By default it reduces
+       *     all dimensions.
+       * @param keepDims If true, retains reduced dimensions with size 1.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Reduction'} */
+      function any_(x, axis = null, keepDims = false) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "any", "bool");
+        const origAxes = util["parseAxisParam"](axis, $x.shape);
+        let axes = origAxes;
+        const permutedAxes = getAxesPermutation(axes, $x.rank);
+        if (permutedAxes != null) {
+          $x = $x.transpose(permutedAxes);
+          axes = getInnerMostAxes(axes.length, $x.rank);
+        }
+        const res = engine["a" /* ENGINE */].runKernelFunc((backend) => backend.any($x, axes), {
+          $x,
+        });
+        if (keepDims) {
+          const newShape = expandShapeToKeepDim(res.shape, origAxes);
+          return res.reshape(newShape);
+        }
+        return res;
+      }
+      /**
+       * Calculates the mean and variance of `x`. The mean and variance are
+       * calculated by aggregating the contents of `x` across `axes`. If `x` is
+       * 1-D and `axes = [0]` this is just the mean and variance of a vector.
+       *
+       * @param x The input tensor.
+       * @param axis The dimension(s) along with to compute mean and
+       *     variance. By default it reduces all dimensions.
+       * @param keepDims If true, the moments have the same dimensionality as the
+       *     input.
+       * @return An object with two keys: `mean` and `variance`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Normalization'} */
+      function moments_(x, axis = null, keepDims = false) {
+        x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "moments");
+        const axes = util["parseAxisParam"](axis, x.shape);
+        const mean = x.mean(axes, keepDims);
+        let keepDimsShape = mean.shape;
+        if (!keepDims) {
+          keepDimsShape = expandShapeToKeepDim(mean.shape, axes);
+        }
+        const devSquared = x.toFloat().sub(mean.reshape(keepDimsShape)).square();
+        const variance = devSquared.mean(axes, keepDims);
+        return { mean, variance };
+      }
+      const reduction_ops_all = Object(operation["a" /* op */])({ all_ });
+      // tslint:disable-next-line:variable-name
+      const any = Object(operation["a" /* op */])({ any_ });
+      const argMax = Object(operation["a" /* op */])({ argMax_ });
+      const argMin = Object(operation["a" /* op */])({ argMin_ });
+      const logSumExp = Object(operation["a" /* op */])({ logSumExp_ });
+      const reduction_ops_mean = Object(operation["a" /* op */])({ mean_ });
+      const reduction_ops_min = Object(operation["a" /* op */])({ min_ });
+      const moments = Object(operation["a" /* op */])({ moments_ });
+      const sum = Object(operation["a" /* op */])({ sum_ });
+      const reduction_ops_prod = Object(operation["a" /* op */])({ prod_ });
+      //# sourceMappingURL=reduction_ops.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/square.js
+      /**
+       * @license
+       * Copyright 2019 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes square of `x` element-wise: `x ^ 2`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, Math.sqrt(2), -1]);
+       *
+       * x.square().print();  // or tf.square(x)
+       * ```
+       * @param x The input Tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function square_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "square");
+        const attrs = {};
+        const inputsToSave = [$x];
+        const outputsToSave = [];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            save([$x]);
+            return backend.square($x);
+          },
+          { x: $x },
+          null /* grad */,
+          "Square",
+          attrs,
+          inputsToSave,
+          outputsToSave
+        );
+      }
+      const square = Object(operation["a" /* op */])({ square_ });
+      //# sourceMappingURL=square.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/unary_ops.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes `-1 * x` element-wise.
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, -2, 0], [2, 2]);
+       *
+       * x.neg().print();  // or tf.neg(x)
+       * ```
+       *
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function neg_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "neg");
+        const grad = (dy) => {
+          return { x: () => dy.neg() };
+        };
+        const attrs = {};
+        const inputsToSave = [$x];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.neg($x),
+          { x: $x },
+          grad,
+          "Neg",
+          attrs,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes ceiling of input `tf.Tensor` element-wise: `ceil(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([.6, 1.1, -3.3]);
+       *
+       * x.ceil().print();  // or tf.ceil(x)
+       * ```
+       * @param x The input Tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function ceil_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "ceil");
+        // TODO(manrajgrover): Return null for gradients when backprop supports it.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.ceil($x), { $x }, grad);
+      }
+      /**
+       * Computes floor of input `tf.Tensor` element-wise: `floor(x)`.
+       *
+       * ```js
+       * const x = tf.tensor1d([.6, 1.1, -3.3]);
+       *
+       * x.floor().print();  // or tf.floor(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function floor_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "floor");
+        // TODO(nsthorat): Let gradients be null for cases where we want to stop
+        // backpropgation.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.floor($x), { $x }, grad);
+      }
+      /**
+       * Returns an element-wise indication of the sign of a number.
+       *
+       * ```js
+       * const x = tf.tensor1d([.6, 1.1, -3.3, NaN, 0]);
+       *
+       * x.sign().print();  // or tf.sign(x)
+       * ```
+       * @param x The input Tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function sign_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "sign");
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.sign($x), { $x }, grad);
+      }
+      /**
+       * RReturns which elements of x are NaN.
+       *
+       * ```js
+       * const x = tf.tensor1d([NaN, Infinity, -Infinity, 0, 1]);
+       *
+       * x.isNaN().print();  // or tf.isNaN(x)
+       * ```
+       * @param x The input Tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function isNaN_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "isNaN");
+        // TODO(nsthorat): Let gradients be null for cases where we want to stop
+        // backpropgation.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.isNaN($x), { $x }, grad);
+      }
+      /**
+       * Returns which elements of x are Infinity or -Infinity.
+       *
+       * ```js
+       * const x = tf.tensor1d([NaN, Infinity, -Infinity, 0, 1]);
+       *
+       * x.isInf().print();  // or tf.isNaN(x)
+       * ```
+       * @param x The input Tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function isInf_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "isInf");
+        // TODO(nsthorat): Let gradients be null for cases where we want to stop
+        // backpropgation.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.isInf($x), { $x }, grad);
+      }
+      /**
+       * Returns which elements of x are finite.
+       *
+       * ```js
+       * const x = tf.tensor1d([NaN, Infinity, -Infinity, 0, 1]);
+       *
+       * x.isFinite().print();  // or tf.isNaN(x)
+       * ```
+       * @param x The input Tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function isFinite_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "isFinite");
+        // TODO(nsthorat): Let gradients be null for cases where we want to stop
+        // backpropgation.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.isFinite($x),
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes round of input `tf.Tensor` element-wise: `round(x)`.
+       * It implements banker's rounding.
+       *
+       * ```js
+       * const x = tf.tensor1d([.6, 1.1, -3.3]);
+       *
+       * x.round().print();  // or tf.round(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function round_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "round");
+        // TODO(nsthorat): Let gradients be null for cases where we want to stop
+        // backpropgation.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.round($x), { $x }, grad);
+      }
+      /**
+       * Computes exponential of the input `tf.Tensor` element-wise. `e ^ x`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, -3]);
+       *
+       * x.exp().print();  // or tf.exp(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function exp_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "exp");
+        const bck = (dy, saved) => {
+          // tslint:disable-next-line: no-unnecessary-type-assertion
+          return { x: () => dy.mul(saved[0]) };
+        };
+        const attrs = {};
+        const inputsToSave = [];
+        const outputsToSave = [true];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const y = backend.exp($x);
+            save([y]);
+            return y;
+          },
+          { x: $x },
+          bck,
+          "Exp",
+          attrs,
+          inputsToSave,
+          outputsToSave
+        );
+      }
+      /**
+       * Computes exponential of the input `tf.Tensor` minus one element-wise.
+       * `e ^ x - 1`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, -3]);
+       *
+       * x.expm1().print();  // or tf.expm1(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function expm1_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "expm1");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.mul($x.exp()) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.expm1($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes natural logarithm of the input `tf.Tensor` element-wise: `ln(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, Math.E]);
+       *
+       * x.log().print();  // or tf.log(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function log_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "log");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => dy.div($x.toFloat()) };
+        };
+        const attrs = {};
+        const inputsToSave = [$x];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.log($x);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "Log",
+          attrs,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes natural logarithm of the input `tf.Tensor` plus one
+       * element-wise: `ln(1 + x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, Math.E - 1]);
+       *
+       * x.log1p().print();  // or tf.log1p(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function log1p_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "log1p");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.div($x.add(1)) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.log1p($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes square root of the input `tf.Tensor` element-wise: `y = sqrt(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 4, -1]);
+       *
+       * x.sqrt().print();  // or tf.sqrt(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function sqrt_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "sqrt");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => dy.div($x.toFloat().sqrt().mul(2)) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.sqrt($x);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "Sqrt",
+          {}
+        );
+      }
+      /**
+       * Computes reciprocal of square root of the input `tf.Tensor` element-wise:
+       * `y = 1 / sqrt(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 4, -1]);
+       *
+       * x.rsqrt().print();  // or tf.rsqrt(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function rsqrt_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "rsqrt");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => dy.div($x.pow(1.5).mul(2)).neg() };
+        };
+        const inputsToSave = [$x];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.rsqrt($x);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "Rsqrt",
+          {} /* attrs */,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes reciprocal of x element-wise: `1 / x`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, 2]);
+       *
+       * x.reciprocal().print();  // or tf.reciprocal(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function reciprocal_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "reciprocal");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.div($x.square().neg()) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.reciprocal($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes absolute value element-wise: `abs(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([-1, 2, -3, 4]);
+       *
+       * x.abs().print();  // or tf.abs(x)
+       * ```
+       * @param x The input `tf.Tensor`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function abs_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "abs");
+        if ($x.dtype === "complex64") {
+          return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.complexAbs($x), {
+            $x,
+          });
+        }
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => dy.mul($x.toFloat().step(-1)) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.abs($x);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "Abs"
+        );
+      }
+      /**
+       * Clips values element-wise. `max(min(x, clipValueMax), clipValueMin)`
+       *
+       * ```js
+       * const x = tf.tensor1d([-1, 2, -3, 4]);
+       *
+       * x.clipByValue(-2, 3).print();  // or tf.clipByValue(x, -2, 3)
+       * ```
+       * @param x The input tensor.
+       * @param clipValueMin Lower-bound of range to be clipped to.
+       * @param clipValueMax Upper-bound of range to be clipped to.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function clipByValue_(x, clipValueMin, clipValueMax) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "clipByValue");
+        util["assert"](
+          clipValueMin <= clipValueMax,
+          () =>
+            `Error in clip: min (${clipValueMin}) must be ` +
+            `less than or equal to max (${clipValueMax}).`
+        );
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            x: () =>
+              dy.where(
+                $x.greaterEqual(clipValueMin).logicalAnd($x.lessEqual(clipValueMax)),
+                Object(tensor_ops["o" /* zerosLike */])(dy)
+              ),
+          };
+        };
+        const inputsToSave = [$x];
+        const attr = { min: clipValueMin, max: clipValueMax };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.clip($x, clipValueMin, clipValueMax);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "ClipByValue",
+          attr,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes sigmoid element-wise, `1 / (1 + exp(-x))`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, -1, 2, -3]);
+       *
+       * x.sigmoid().print();  // or tf.sigmoid(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function sigmoid_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "sigmoid");
+        const grad = (dy, saved) => {
+          const [y] = saved;
+          return { x: () => dy.mul(y.mul(Object(tensor_ops["e" /* scalar */])(1).sub(y))) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const y = backend.sigmoid($x);
+            save([y]);
+            return y;
+          },
+          { x: $x },
+          grad,
+          "Sigmoid"
+        );
+      }
+      /**
+       * Computes log sigmoid of the input `tf.Tensor` element-wise:
+       * `logSigmoid(x)`. For numerical stability, we use `-tf.softplus(-x)`.
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.logSigmoid().print();  // or tf.logSigmoid(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function logSigmoid_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "logSigmoid");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.mul($x.neg().sigmoid()) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.softplus($x.neg()).neg();
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes softplus of the input `tf.Tensor` element-wise: `log(exp(x) + 1)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.softplus().print();  // or tf.softplus(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function softplus_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "softplus");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.mul($x.sigmoid()) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.softplus($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes sin of the input Tensor element-wise: `sin(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, Math.PI / 2, Math.PI * 3 / 4]);
+       *
+       * x.sin().print();  // or tf.sin(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function sin_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "sin");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => $x.toFloat().cos().mul(dy) };
+        };
+        const inputsToSave = [$x];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.sin($x);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "Sin",
+          {} /* attrs */,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes cos of the input `tf.Tensor` element-wise: `cos(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, Math.PI / 2, Math.PI * 3 / 4]);
+       *
+       * x.cos().print();  // or tf.cos(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function cos_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "cos");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { x: () => $x.toFloat().sin().neg().mul(dy) };
+        };
+        const inputsToSave = [$x];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.cos($x);
+            save([$x]);
+            return res;
+          },
+          { x: $x },
+          grad,
+          "Cos",
+          {} /* attrs */,
+          inputsToSave
+        );
+      }
+      /**
+       * Computes tan of the input `tf.Tensor` element-wise, `tan(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, Math.PI / 2, Math.PI * 3 / 4]);
+       *
+       * x.tan().print();  // or tf.tan(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function tan_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "tan");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.div($x.cos().square()) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.tan($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes asin of the input `tf.Tensor` element-wise: `asin(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.asin().print();  // or tf.asin(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function asin_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "asin");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            // tslint:disable-next-line: no-unnecessary-type-assertion
+            $x: () =>
+              dy.div(Object(tensor_ops["e" /* scalar */])(1).sub($x.toFloat().square()).sqrt()),
+          };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.asin($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes acos of the input `tf.Tensor` element-wise: `acos(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.acos().print();  // or tf.acos(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function acos_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "acos");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            $x: () => {
+              const a = $x.toFloat().square();
+              const b = Object(tensor_ops["e" /* scalar */])(1).sub(a).sqrt();
+              // tslint:disable-next-line: no-unnecessary-type-assertion
+              return dy.div(b).neg();
+            },
+          };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.acos($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes atan of the input `tf.Tensor` element-wise: `atan(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.atan().print();  // or tf.atan(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function atan_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "atan");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return { $x: () => dy.div($x.toFloat().square().add(1)) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.atan($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes hyperbolic sin of the input `tf.Tensor` element-wise: `sinh(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.sinh().print();  // or tf.sinh(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function sinh_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "sinh");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          // tslint:disable-next-line: no-unnecessary-type-assertion
+          return { $x: () => $x.toFloat().cosh().mul(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.sinh($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes hyperbolic cos of the input `tf.Tensor` element-wise: `cosh(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.cosh().print();  // or tf.cosh(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function cosh_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "cosh");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          // tslint:disable-next-line: no-unnecessary-type-assertion
+          return { $x: () => $x.toFloat().sinh().mul(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.cosh($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes hyperbolic tangent of the input `tf.Tensor` element-wise: `tanh(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, 70]);
+       *
+       * x.tanh().print();  // or tf.tanh(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function tanh_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "tanh");
+        const grad = (dy, saved) => {
+          const [y] = saved;
+          // tslint:disable-next-line: no-unnecessary-type-assertion
+          return { x: () => Object(tensor_ops["e" /* scalar */])(1).sub(y.square()).mul(dy) };
+        };
+        const outputsToSave = [true];
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const y = backend.tanh($x);
+            save([y]);
+            return y;
+          },
+          { x: $x },
+          grad,
+          "Tanh",
+          {} /* attrs */,
+          null /* inputsToSave */,
+          outputsToSave
+        );
+      }
+      /**
+       * Computes inverse hyperbolic sin of the input `tf.Tensor` element-wise:
+       * `asinh(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 1, -1, .7]);
+       *
+       * x.asinh().print();  // or tf.asinh(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function asinh_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "asinh");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            $x: () => {
+              const a = Object(tensor_ops["e" /* scalar */])(1).add($x.toFloat().square()).sqrt();
+              // tslint:disable-next-line: no-unnecessary-type-assertion
+              return dy.div(a);
+            },
+          };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.asinh($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes the inverse hyperbolic cos of the input `tf.Tensor` element-wise:
+       * `acosh(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([10, 1, 3, 5.7]);
+       *
+       * x.acosh().print();  // or tf.acosh(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function acosh_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "acosh");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            $x: () => {
+              const a = $x.toFloat().square().sub(1).sqrt();
+              // tslint:disable-next-line: no-unnecessary-type-assertion
+              return dy.div(a);
+            },
+          };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.acosh($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes inverse hyperbolic tan of the input `tf.Tensor` element-wise:
+       * `atanh(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, .1, -.1, .7]);
+       *
+       * x.atanh().print();  // or tf.atanh(x)
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function atanh_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "atanh");
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            $x: () => dy.div(Object(tensor_ops["e" /* scalar */])(1).sub($x.toFloat().square())),
+          };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.atanh($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes gause error function of the input `tf.Tensor` element-wise:
+       * `erf(x)`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, .1, -.1, .7]);
+       *
+       * x.erf().print(); // or tf.erf(x);
+       * ```
+       * @param x The input tensor.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function erf_(x) {
+        let $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "erf");
+        util["assert"](
+          $x.dtype === "int32" || $x.dtype === "float32",
+          () => "Input dtype must be `int32` or `float32`."
+        );
+        if ($x.dtype === "int32") {
+          $x = $x.toFloat();
+        }
+        const grad = (dy, saved) => {
+          const [$x] = saved;
+          return {
+            $x: () =>
+              dy.mul(
+                $x
+                  .square()
+                  .neg()
+                  .exp()
+                  .mul(2 / Math.sqrt(Math.PI))
+              ),
+          };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.erf($x);
+            save([$x]);
+            return res;
+          },
+          { $x },
+          grad
+        );
+      }
+      /**
+       * Computes step of the input `tf.Tensor` element-wise: `x > 0 ? 1 : alpha * x`
+       *
+       * ```js
+       * const x = tf.tensor1d([0, 2, -1, -3]);
+       *
+       * x.step(.5).print();  // or tf.step(x, .5)
+       * ```
+       * @param x The input tensor.
+       * @param alpha The gradient when input is negative.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Basic math'} */
+      function step_(x, alpha = 0.0) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "step");
+        // TODO(manrajgrover): Return null for gradients when backprop supports
+        // it.
+        const grad = (dy) => {
+          return { $x: () => Object(tensor_ops["o" /* zerosLike */])(dy) };
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.step($x, alpha),
+          { $x },
+          grad
+        );
+      }
+      const abs = Object(operation["a" /* op */])({ abs_ });
+      const acos = Object(operation["a" /* op */])({ acos_ });
+      const acosh = Object(operation["a" /* op */])({ acosh_ });
+      const asin = Object(operation["a" /* op */])({ asin_ });
+      const asinh = Object(operation["a" /* op */])({ asinh_ });
+      const atan = Object(operation["a" /* op */])({ atan_ });
+      const atanh = Object(operation["a" /* op */])({ atanh_ });
+      const ceil = Object(operation["a" /* op */])({ ceil_ });
+      const clipByValue = Object(operation["a" /* op */])({ clipByValue_ });
+      const cos = Object(operation["a" /* op */])({ cos_ });
+      const cosh = Object(operation["a" /* op */])({ cosh_ });
+      const erf = Object(operation["a" /* op */])({ erf_ });
+      const unary_ops_exp = Object(operation["a" /* op */])({ exp_ });
+      const expm1 = Object(operation["a" /* op */])({ expm1_ });
+      const floor = Object(operation["a" /* op */])({ floor_ });
+      const log = Object(operation["a" /* op */])({ log_ });
+      const log1p = Object(operation["a" /* op */])({ log1p_ });
+      const logSigmoid = Object(operation["a" /* op */])({ logSigmoid_ });
+      const neg = Object(operation["a" /* op */])({ neg_ });
+      const reciprocal = Object(operation["a" /* op */])({ reciprocal_ });
+      const round = Object(operation["a" /* op */])({ round_ });
+      const rsqrt = Object(operation["a" /* op */])({ rsqrt_ });
+      const sigmoid = Object(operation["a" /* op */])({ sigmoid_ });
+      const sign = Object(operation["a" /* op */])({ sign_ });
+      const unary_ops_isNaN = Object(operation["a" /* op */])({ isNaN_ });
+      const isInf = Object(operation["a" /* op */])({ isInf_ });
+      const unary_ops_isFinite = Object(operation["a" /* op */])({ isFinite_ });
+      const sin = Object(operation["a" /* op */])({ sin_ });
+      const sinh = Object(operation["a" /* op */])({ sinh_ });
+      const softplus = Object(operation["a" /* op */])({ softplus_ });
+      const sqrt = Object(operation["a" /* op */])({ sqrt_ });
+      const unary_ops_step = Object(operation["a" /* op */])({ step_ });
+      const tan = Object(operation["a" /* op */])({ tan_ });
+      const tanh = Object(operation["a" /* op */])({ tanh_ });
+      //# sourceMappingURL=unary_ops.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Atan2_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const atan2GradConfig = {
+        kernelName: kernel_names["c" /* Atan2 */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            const d = add(square(a), square(b));
+            let res = mul(dy, div(b, d));
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = sum(res, reduceAxes);
+            }
+            return reshape(res, a.shape);
+          };
+          const derB = () => {
+            const d = add(square(a), square(b));
+            let res = neg(mul(dy, div(a, d)));
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = sum(res, reduceAxes);
+            }
+            return reshape(res, b.shape);
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Atan2_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/conv_util.js
+      /**
+       * @license
+       * Copyright 2017 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      function computePool2DInfo(
+        inShape,
+        filterSize,
+        strides,
+        dilations,
+        pad,
+        roundingMode,
+        dataFormat = "channelsLast"
+      ) {
+        const [filterHeight, filterWidth] = parseTupleParam(filterSize);
+        let filterShape;
+        if (dataFormat === "channelsLast") {
+          filterShape = [filterHeight, filterWidth, inShape[3], inShape[3]];
+        } else if (dataFormat === "channelsFirst") {
+          filterShape = [filterHeight, filterWidth, inShape[1], inShape[1]];
+        } else {
+          throw new Error(`Unknown dataFormat ${dataFormat}`);
+        }
+        return computeConv2DInfo(
+          inShape,
+          filterShape,
+          strides,
+          dilations,
+          pad,
+          roundingMode,
+          false,
+          dataFormat
+        );
+      }
+      /**
+       * Computes the information for a forward pass of a pooling3D operation.
+       */
+      function computePool3DInfo(
+        inShape,
+        filterSize,
+        strides,
+        dilations,
+        pad,
+        roundingMode,
+        dataFormat = "NDHWC"
+      ) {
+        const [filterDepth, filterHeight, filterWidth] = parse3TupleParam(filterSize);
+        let filterShape;
+        let $dataFormat;
+        if (dataFormat === "NDHWC") {
+          $dataFormat = "channelsLast";
+          filterShape = [filterDepth, filterHeight, filterWidth, inShape[4], inShape[4]];
+        } else if (dataFormat === "NCDHW") {
+          $dataFormat = "channelsFirst";
+          filterShape = [filterDepth, filterHeight, filterWidth, inShape[1], inShape[1]];
+        } else {
+          throw new Error(`Unknown dataFormat ${dataFormat}`);
+        }
+        return computeConv3DInfo(
+          inShape,
+          filterShape,
+          strides,
+          dilations,
+          pad,
+          false,
+          $dataFormat,
+          roundingMode
+        );
+      }
+      /**
+       * Computes the information for a forward pass of a convolution/pooling
+       * operation.
+       */
+      function computeConv2DInfo(
+        inShape,
+        filterShape,
+        strides,
+        dilations,
+        pad,
+        roundingMode,
+        depthwise = false,
+        dataFormat = "channelsLast"
+      ) {
+        let [batchSize, inHeight, inWidth, inChannels] = [-1, -1, -1, -1];
+        if (dataFormat === "channelsLast") {
+          [batchSize, inHeight, inWidth, inChannels] = inShape;
+        } else if (dataFormat === "channelsFirst") {
+          [batchSize, inChannels, inHeight, inWidth] = inShape;
+        } else {
+          throw new Error(`Unknown dataFormat ${dataFormat}`);
+        }
+        const [filterHeight, filterWidth, , filterChannels] = filterShape;
+        const [strideHeight, strideWidth] = parseTupleParam(strides);
+        const [dilationHeight, dilationWidth] = parseTupleParam(dilations);
+        const effectiveFilterHeight = getEffectiveFilterSize(filterHeight, dilationHeight);
+        const effectiveFilterWidth = getEffectiveFilterSize(filterWidth, dilationWidth);
+        const { padInfo, outHeight, outWidth } = getPadAndOutInfo(
+          pad,
+          inHeight,
+          inWidth,
+          strideHeight,
+          strideWidth,
+          effectiveFilterHeight,
+          effectiveFilterWidth,
+          roundingMode,
+          dataFormat
+        );
+        const outChannels = depthwise ? filterChannels * inChannels : filterChannels;
+        let outShape;
+        if (dataFormat === "channelsFirst") {
+          outShape = [batchSize, outChannels, outHeight, outWidth];
+        } else if (dataFormat === "channelsLast") {
+          outShape = [batchSize, outHeight, outWidth, outChannels];
+        }
+        return {
+          batchSize,
+          dataFormat,
+          inHeight,
+          inWidth,
+          inChannels,
+          outHeight,
+          outWidth,
+          outChannels,
+          padInfo,
+          strideHeight,
+          strideWidth,
+          filterHeight,
+          filterWidth,
+          effectiveFilterHeight,
+          effectiveFilterWidth,
+          dilationHeight,
+          dilationWidth,
+          inShape,
+          outShape,
+          filterShape,
+        };
+      }
+      /**
+       * Computes the information for a forward pass of a 3D convolution/pooling
+       * operation.
+       */
+      function computeConv3DInfo(
+        inShape,
+        filterShape,
+        strides,
+        dilations,
+        pad,
+        depthwise = false,
+        dataFormat = "channelsLast",
+        roundingMode
+      ) {
+        let [batchSize, inDepth, inHeight, inWidth, inChannels] = [-1, -1, -1, -1, -1];
+        if (dataFormat === "channelsLast") {
+          [batchSize, inDepth, inHeight, inWidth, inChannels] = inShape;
+        } else if (dataFormat === "channelsFirst") {
+          [batchSize, inChannels, inDepth, inHeight, inWidth] = inShape;
+        } else {
+          throw new Error(`Unknown dataFormat ${dataFormat}`);
+        }
+        const [filterDepth, filterHeight, filterWidth, , filterChannels] = filterShape;
+        const [strideDepth, strideHeight, strideWidth] = parse3TupleParam(strides);
+        const [dilationDepth, dilationHeight, dilationWidth] = parse3TupleParam(dilations);
+        const effectiveFilterDepth = getEffectiveFilterSize(filterDepth, dilationDepth);
+        const effectiveFilterHeight = getEffectiveFilterSize(filterHeight, dilationHeight);
+        const effectiveFilterWidth = getEffectiveFilterSize(filterWidth, dilationWidth);
+        const { padInfo, outDepth, outHeight, outWidth } = get3DPadAndOutInfo(
+          pad,
+          inDepth,
+          inHeight,
+          inWidth,
+          strideDepth,
+          strideHeight,
+          strideWidth,
+          effectiveFilterDepth,
+          effectiveFilterHeight,
+          effectiveFilterWidth,
+          roundingMode
+        );
+        const outChannels = depthwise ? filterChannels * inChannels : filterChannels;
+        let outShape;
+        if (dataFormat === "channelsFirst") {
+          outShape = [batchSize, outChannels, outDepth, outHeight, outWidth];
+        } else if (dataFormat === "channelsLast") {
+          outShape = [batchSize, outDepth, outHeight, outWidth, outChannels];
+        }
+        return {
+          batchSize,
+          dataFormat,
+          inDepth,
+          inHeight,
+          inWidth,
+          inChannels,
+          outDepth,
+          outHeight,
+          outWidth,
+          outChannels,
+          padInfo,
+          strideDepth,
+          strideHeight,
+          strideWidth,
+          filterDepth,
+          filterHeight,
+          filterWidth,
+          effectiveFilterDepth,
+          effectiveFilterHeight,
+          effectiveFilterWidth,
+          dilationDepth,
+          dilationHeight,
+          dilationWidth,
+          inShape,
+          outShape,
+          filterShape,
+        };
+      }
+      function computeOutputShape2D(inShape, fieldSize, stride, zeroPad, roundingMode) {
+        if (zeroPad == null) {
+          zeroPad = computeDefaultPad(inShape, fieldSize, stride);
+        }
+        const inputRows = inShape[0];
+        const inputCols = inShape[1];
+        const outputRows = conditionalRound(
+          (inputRows - fieldSize + 2 * zeroPad) / stride + 1,
+          roundingMode
+        );
+        util["assert"](
+          util["isInt"](outputRows),
+          () =>
+            `The output # of rows (${outputRows}) must be an integer. ` +
+            `Change the stride and/or zero pad parameters`
+        );
+        const outputCols = conditionalRound(
+          (inputCols - fieldSize + 2 * zeroPad) / stride + 1,
+          roundingMode
+        );
+        util["assert"](
+          util["isInt"](outputCols),
+          () =>
+            `The output # of columns (${outputCols}) must be an integer. ` +
+            `Change the stride and/or zero pad parameters`
+        );
+        return [outputRows, outputCols];
+      }
+      function computeOutputShape4D(
+        inShape,
+        fieldSize,
+        outChannels,
+        stride,
+        zeroPad,
+        roundingMode
+      ) {
+        if (zeroPad == null) {
+          zeroPad = computeDefaultPad(inShape, fieldSize, stride);
+        }
+        const inputDepth = inShape[0];
+        const inputRows = inShape[1];
+        const inputCols = inShape[2];
+        const outputDepths = conditionalRound(
+          (inputDepth - fieldSize + 2 * zeroPad) / stride + 1,
+          roundingMode
+        );
+        util["assert"](
+          util["isInt"](outputDepths),
+          () =>
+            `The output # of depths (${outputDepths}) must be an integer. ` +
+            `Change the stride and/or zero pad parameters`
+        );
+        const outputRows = conditionalRound(
+          (inputRows - fieldSize + 2 * zeroPad) / stride + 1,
+          roundingMode
+        );
+        util["assert"](
+          util["isInt"](outputRows),
+          () =>
+            `The output # of rows (${outputRows}) must be an integer. ` +
+            `Change the stride and/or zero pad parameters`
+        );
+        const outputCols = conditionalRound(
+          (inputCols - fieldSize + 2 * zeroPad) / stride + 1,
+          roundingMode
+        );
+        util["assert"](
+          util["isInt"](outputCols),
+          () =>
+            `The output # of columns (${outputCols}) must be an integer. ` +
+            `Change the stride and/or zero pad parameters`
+        );
+        return [outputDepths, outputRows, outputCols, outChannels];
+      }
+      function computeDefaultPad(inputShape, fieldSize, stride, dilation = 1) {
+        const effectiveFieldSize = getEffectiveFilterSize(fieldSize, dilation);
+        return Math.floor((inputShape[0] * (stride - 1) - stride + effectiveFieldSize) / 2);
+      }
+      function parseTupleParam(param) {
+        if (typeof param === "number") {
+          return [param, param, param];
+        }
+        if (param.length === 2) {
+          return [param[0], param[1], 1];
+        }
+        return param;
+      }
+      function parse3TupleParam(param) {
+        return typeof param === "number" ? [param, param, param] : param;
+      }
+      /* See https://www.tensorflow.org/api_docs/python/tf/nn/atrous_conv2d
+       * Atrous convolution is equivalent to standard convolution with upsampled
+       * filters with effective_filter_height =
+       * filter_height + (filter_height - 1) * (dilation - 1)
+       * and effective_filter_width =
+       * filter_width + (filter_width - 1) * (dilation - 1),
+       * produced by inserting dilation - 1 zeros along consecutive elements across
+       * the filters' spatial dimensions.
+       * When there is a dilation, this converts a filter dimension to the
+       * effective filter dimension, so it can be used in a standard convolution.
+       */
+      function getEffectiveFilterSize(filterSize, dilation) {
+        if (dilation <= 1) {
+          return filterSize;
+        }
+        return filterSize + (filterSize - 1) * (dilation - 1);
+      }
+      function getPadAndOutInfo(
+        pad,
+        inHeight,
+        inWidth,
+        strideHeight,
+        strideWidth,
+        filterHeight,
+        filterWidth,
+        roundingMode,
+        dataFormat
+      ) {
+        let padInfo;
+        let outHeight;
+        let outWidth;
+        if (typeof pad === "number") {
+          const padType = pad === 0 ? "VALID" : "NUMBER";
+          padInfo = { top: pad, bottom: pad, left: pad, right: pad, type: padType };
+          const outShape = computeOutputShape2D(
+            [inHeight, inWidth],
+            filterHeight,
+            strideHeight,
+            pad,
+            roundingMode
+          );
+          outHeight = outShape[0];
+          outWidth = outShape[1];
+        } else if (pad === "same") {
+          outHeight = Math.ceil(inHeight / strideHeight);
+          outWidth = Math.ceil(inWidth / strideWidth);
+          const padAlongHeight = Math.max(
+            0,
+            (outHeight - 1) * strideHeight + filterHeight - inHeight
+          );
+          const padAlongWidth = Math.max(0, (outWidth - 1) * strideWidth + filterWidth - inWidth);
+          const top = Math.floor(padAlongHeight / 2);
+          const bottom = padAlongHeight - top;
+          const left = Math.floor(padAlongWidth / 2);
+          const right = padAlongWidth - left;
+          padInfo = { top, bottom, left, right, type: "SAME" };
+        } else if (pad === "valid") {
+          padInfo = { top: 0, bottom: 0, left: 0, right: 0, type: "VALID" };
+          outHeight = Math.ceil((inHeight - filterHeight + 1) / strideHeight);
+          outWidth = Math.ceil((inWidth - filterWidth + 1) / strideWidth);
+        } else if (typeof pad === "object") {
+          const top = dataFormat === "channelsLast" ? pad[1][0] : pad[2][0];
+          const bottom = dataFormat === "channelsLast" ? pad[1][1] : pad[2][1];
+          const left = dataFormat === "channelsLast" ? pad[2][0] : pad[3][0];
+          const right = dataFormat === "channelsLast" ? pad[2][1] : pad[3][1];
+          const padType =
+            top === 0 && bottom === 0 && left === 0 && right === 0 ? "VALID" : "EXPLICIT";
+          padInfo = { top, bottom, left, right, type: padType };
+          outHeight = conditionalRound(
+            (inHeight - filterHeight + top + bottom) / strideHeight + 1,
+            roundingMode
+          );
+          outWidth = conditionalRound(
+            (inWidth - filterWidth + left + right) / strideWidth + 1,
+            roundingMode
+          );
+        } else {
+          throw Error(`Unknown padding parameter: ${pad}`);
+        }
+        return { padInfo, outHeight, outWidth };
+      }
+      function get3DPadAndOutInfo(
+        pad,
+        inDepth,
+        inHeight,
+        inWidth,
+        strideDepth,
+        strideHeight,
+        strideWidth,
+        filterDepth,
+        filterHeight,
+        filterWidth,
+        roundingMode
+      ) {
+        let padInfo;
+        let outDepth;
+        let outHeight;
+        let outWidth;
+        if (typeof pad === "number") {
+          const padType = pad === 0 ? "VALID" : "NUMBER";
+          padInfo = {
+            top: pad,
+            bottom: pad,
+            left: pad,
+            right: pad,
+            front: pad,
+            back: pad,
+            type: padType,
+          };
+          const outShape = computeOutputShape4D(
+            [inDepth, inHeight, inWidth, 1],
+            filterDepth,
+            1,
+            strideDepth,
+            pad,
+            roundingMode
+          );
+          outDepth = outShape[0];
+          outHeight = outShape[1];
+          outWidth = outShape[2];
+        } else if (pad === "same") {
+          outDepth = Math.ceil(inDepth / strideDepth);
+          outHeight = Math.ceil(inHeight / strideHeight);
+          outWidth = Math.ceil(inWidth / strideWidth);
+          const padAlongDepth = (outDepth - 1) * strideDepth + filterDepth - inDepth;
+          const padAlongHeight = (outHeight - 1) * strideHeight + filterHeight - inHeight;
+          const padAlongWidth = (outWidth - 1) * strideWidth + filterWidth - inWidth;
+          const front = Math.floor(padAlongDepth / 2);
+          const back = padAlongDepth - front;
+          const top = Math.floor(padAlongHeight / 2);
+          const bottom = padAlongHeight - top;
+          const left = Math.floor(padAlongWidth / 2);
+          const right = padAlongWidth - left;
+          padInfo = { top, bottom, left, right, front, back, type: "SAME" };
+        } else if (pad === "valid") {
+          padInfo = {
+            top: 0,
+            bottom: 0,
+            left: 0,
+            right: 0,
+            front: 0,
+            back: 0,
+            type: "VALID",
+          };
+          outDepth = Math.ceil((inDepth - filterDepth + 1) / strideDepth);
+          outHeight = Math.ceil((inHeight - filterHeight + 1) / strideHeight);
+          outWidth = Math.ceil((inWidth - filterWidth + 1) / strideWidth);
+        } else {
+          throw Error(`Unknown padding parameter: ${pad}`);
+        }
+        return { padInfo, outDepth, outHeight, outWidth };
+      }
+      /**
+       * Rounds a value depending on the rounding mode
+       * @param value
+       * @param roundingMode
+       */
+      function conditionalRound(value, roundingMode) {
+        if (!roundingMode) {
+          return value;
+        }
+        switch (roundingMode) {
+          case "round":
+            // used for Caffe Conv
+            return Math.round(value);
+          case "ceil":
+            // used for Caffe Pool
+            return Math.ceil(value);
+          case "floor":
+            return Math.floor(value);
+          default:
+            throw new Error(`Unknown roundingMode ${roundingMode}`);
+        }
+      }
+      function tupleValuesAreOne(param) {
+        const [dimA, dimB, dimC] = parseTupleParam(param);
+        return dimA === 1 && dimB === 1 && dimC === 1;
+      }
+      function eitherStridesOrDilationsAreOne(strides, dilations) {
+        return tupleValuesAreOne(strides) || tupleValuesAreOne(dilations);
+      }
+      /**
+       * Convert Conv2D dataFormat from 'NHWC'|'NCHW' to
+       *    'channelsLast'|'channelsFirst'
+       * @param dataFormat in 'NHWC'|'NCHW' mode
+       * @return dataFormat in 'channelsLast'|'channelsFirst' mode
+       * @throws unknown dataFormat
+       */
+      function convertConv2DDataFormat(dataFormat) {
+        if (dataFormat === "NHWC") {
+          return "channelsLast";
+        } else if (dataFormat === "NCHW") {
+          return "channelsFirst";
+        } else {
+          throw new Error(`Unknown dataFormat ${dataFormat}`);
+        }
+      }
+      //# sourceMappingURL=conv_util.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/avg_pool_3d_backprop.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the backprop of a 3d avg pool.
+       *
+       * @param dy The dy error, of rank 5 of shape
+       *     [batchSize, depth, height, width, channels].
+       * assumed.
+       * @param input The original input image, of rank 5 or rank4 of shape
+       *     [batchSize, depth, height, width, channels].
+       * @param filterSize The filter size:
+       *     `[filterDepth, filterHeight, filterWidth]`.
+       *     `filterSize` is a single number,
+       *     then `filterDepth == filterHeight == filterWidth`.
+       * @param strides The strides of the pooling:
+       *     `[strideDepth, strideHeight, strideWidth]`. If
+       *     `strides` is a single number, then `strideHeight == strideWidth`.
+       * @param dilations Deprecated, this field will be gone in v3.0.0. The dilation
+       *     rates: `[dilationDepth, dilationHeight, dilationWidth]`
+       *     in which we sample input values across the depth, height and width
+       *     dimensions in dilated pooling.
+       *     Defaults to `[1, 1, 1]`. If `dilations` is a single number,
+       *     then `dilationDepth == dilationHeight == dilationWidth`.
+       *     If it is greater than 1, then all values of `strides` must be 1.
+       * @param pad A string from: 'same', 'valid'. The type of padding algorithm
+       *     used in the forward prop of the op.
+       * @param dimRoundingMode A string from: 'ceil', 'round', 'floor'. The
+       *     rounding mode used when computing output dimensions if pad is a
+       *     number. If none is provided, it will not round and error if the output
+       *     is of fractional size.
+       */
+      function avgPool3dBackprop_(
+        dy,
+        input,
+        filterSize,
+        strides,
+        dilations = [1, 1, 1],
+        pad,
+        dimRoundingMode
+      ) {
+        const $dy = Object(tensor_util_env["a" /* convertToTensor */])(
+          dy,
+          "dy",
+          "avgPool3dBackprop"
+        );
+        const $input = Object(tensor_util_env["a" /* convertToTensor */])(
+          input,
+          "input",
+          "avgPool3dBackprop"
+        );
+        let dy5D = $dy;
+        let input5D = $input;
+        let reshapedTo5D = false;
+        if ($input.rank === 4) {
+          reshapedTo5D = true;
+          dy5D = reshape($dy, [1, $dy.shape[0], $dy.shape[1], $dy.shape[2], $dy.shape[3]]);
+          input5D = reshape($input, [
+            1,
+            $input.shape[0],
+            $input.shape[1],
+            $input.shape[2],
+            $input.shape[3],
+          ]);
+        }
+        util["assert"](
+          dy5D.rank === 5,
+          () => `Error in avgPool3dBackprop: dy must be rank 5 but got rank ` + `${dy5D.rank}.`
+        );
+        util["assert"](
+          input5D.rank === 5,
+          () =>
+            `Error in avgPool3dBackprop: input must be rank 5 but got rank ` + `${input5D.rank}.`
+        );
+        util["assert"](
+          eitherStridesOrDilationsAreOne(strides, dilations),
+          () =>
+            "Error in avgPool3dBackprop: Either strides or dilations " +
+            `must be 1. Got strides ${strides} and dilations '${dilations}'`
+        );
+        if (dimRoundingMode != null) {
+          util["assert"](
+            util["isInt"](pad),
+            () =>
+              `Error in maxPool3dBackprop: pad must be an integer when ` +
+              `using, dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+          );
+        }
+        const forward = (backend) => {
+          const convInfo = computePool3DInfo(
+            input5D.shape,
+            filterSize,
+            strides,
+            dilations,
+            pad,
+            dimRoundingMode
+          );
+          return backend.avgPool3dBackprop(dy5D, input5D, convInfo);
+        };
+        const inputs = { dy: dy5D, input: input5D };
+        const attrs = { filterSize, strides, dilations, pad, dimRoundingMode };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["f" /* AvgPool3DBackprop */],
+          attrs
+        );
+        if (reshapedTo5D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3], res.shape[4]]);
+        }
+        return res;
+      }
+      const avgPool3dBackprop = Object(operation["a" /* op */])({ avgPool3dBackprop_ });
+      //# sourceMappingURL=avg_pool_3d_backprop.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/AvgPool3D_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const avgPool3DGradConfig = {
+        kernelName: kernel_names["e" /* AvgPool3D */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved, attrs) => {
+          const [x] = saved;
+          const { filterSize, strides, dilations, pad, dimRoundingMode } = attrs;
+          const $dilations = dilations == null ? [1, 1, 1] : dilations;
+          return {
+            x: () =>
+              avgPool3dBackprop(dy, x, filterSize, strides, $dilations, pad, dimRoundingMode),
+          };
+        },
+      };
+      //# sourceMappingURL=AvgPool3D_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/avg_pool_backprop.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the backprop of an 2D avg pool.
+       *
+       * @param dy The dy error, of rank 4 or rank 3 of shape
+       *     [batchSize, height, width, channels]. If rank 3, batch of 1 is
+       * assumed.
+       * @param input The input image, of rank 4 or rank 3 of shape
+       *     [batchSize, height, width, channels]. If rank 3, batch of 1 is
+       * assumed.
+       * @param filterSize The filter size: `[filterHeight, filterWidth]`. If
+       *     `filterSize` is a single number, then `filterHeight == filterWidth`.
+       * @param strides The strides of the pooling: `[strideHeight, strideWidth]`. If
+       *     `strides` is a single number, then `strideHeight == strideWidth`.
+       * @param pad A string from: 'same', 'valid'. The type of padding algorithm
+       *     used in the forward prop of the op.
+       */
+      function avgPoolBackprop_(dy, input, filterSize, strides, pad) {
+        const $dy = Object(tensor_util_env["a" /* convertToTensor */])(dy, "dy", "avgPoolBackprop");
+        const $input = Object(tensor_util_env["a" /* convertToTensor */])(
+          input,
+          "input",
+          "avgPoolBackprop"
+        );
+        util["assert"](
+          $input.rank === $dy.rank,
+          () => `Rank of input (${$input.rank}) does not match rank of dy (${$dy.rank})`
+        );
+        let input4D = $input;
+        let dy4D = $dy;
+        let reshapedTo4D = false;
+        if ($input.rank === 3) {
+          reshapedTo4D = true;
+          input4D = reshape($input, [1, $input.shape[0], $input.shape[1], $input.shape[2]]);
+          dy4D = reshape($dy, [1, $dy.shape[0], $dy.shape[1], $dy.shape[2]]);
+        }
+        util["assert"](
+          dy4D.rank === 4,
+          () => `Error in avgPoolBackprop: dy must be rank 4 but got rank ` + `${dy4D.rank}.`
+        );
+        util["assert"](
+          input4D.rank === 4,
+          () => `Error in avgPoolBackprop: input must be rank 4 but got rank ` + `${input4D.rank}.`
+        );
+        const forward = (backend) => {
+          const convInfo = computePool2DInfo(
+            input4D.shape,
+            filterSize,
+            strides,
+            1 /* dilations */,
+            pad
+          );
+          return backend.avgPoolBackprop(dy4D, input4D, convInfo);
+        };
+        const inputs = { dy: dy4D, input: input4D };
+        const attrs = { filterSize, strides, pad };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["g" /* AvgPoolBackprop */],
+          attrs
+        );
+        if (reshapedTo4D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3]]);
+        }
+        return res;
+      }
+      const avgPoolBackprop = Object(operation["a" /* op */])({ avgPoolBackprop_ });
+      //# sourceMappingURL=avg_pool_backprop.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/AvgPool_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const avgPoolGradConfig = {
+        kernelName: kernel_names["d" /* AvgPool */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved, attrs) => {
+          const [x] = saved;
+          const { filterSize, strides, pad } = attrs;
+          return {
+            x: () => avgPoolBackprop(dy, x, filterSize, strides, pad),
+          };
+        },
+      };
+      //# sourceMappingURL=AvgPool_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/mat_mul.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the dot product of two matrices, A * B. These must be matrices.
+       *
+       * ```js
+       * const a = tf.tensor2d([1, 2], [1, 2]);
+       * const b = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * a.matMul(b).print();  // or tf.matMul(a, b)
+       * ```
+       * @param a First matrix in dot product operation.
+       * @param b Second matrix in dot product operation.
+       * @param transposeA If true, `a` is transposed before multiplication.
+       * @param transposeB If true, `b` is transposed before multiplication.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Matrices'} */
+      function matMul_(a, b, transposeA = false, transposeB = false) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "matMul");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "matMul");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        util["assert"](
+          $a.rank >= 2 && $b.rank >= 2 && $a.rank === $b.rank,
+          () =>
+            `Error in matMul: inputs must have the same rank of at least 2, ` +
+            `got ranks ${$a.rank} and ${$b.rank}.`
+        );
+        const innerShapeA = transposeA ? $a.shape[$a.rank - 2] : $a.shape[$a.rank - 1];
+        const innerShapeB = transposeB ? $b.shape[$b.rank - 1] : $b.shape[$b.rank - 2];
+        const outerShapeA = transposeA ? $a.shape[$a.rank - 1] : $a.shape[$a.rank - 2];
+        const outerShapeB = transposeB ? $b.shape[$b.rank - 2] : $b.shape[$b.rank - 1];
+        const outerDimsA = $a.shape.slice(0, -2);
+        const outerDimsB = $b.shape.slice(0, -2);
+        const batchDimA = util["sizeFromShape"](outerDimsA);
+        const batchDimB = util["sizeFromShape"](outerDimsB);
+        util["assert"](
+          util["arraysEqual"](outerDimsA, outerDimsB),
+          () =>
+            `Error in matMul: outer dimensions (${outerDimsA}) and (` +
+            `${outerDimsB}) of Tensors with shapes ${$a.shape} and ` +
+            `${$b.shape} must match.`
+        );
+        util["assert"](
+          innerShapeA === innerShapeB,
+          () =>
+            `Error in matMul: inner shapes (${innerShapeA}) and (` +
+            `${innerShapeB}) of Tensors with shapes ${$a.shape} and ` +
+            `${$b.shape} and transposeA=${transposeA}` +
+            ` and transposeB=${transposeB} must match.`
+        );
+        const outShape = $a.shape.slice(0, -2).concat([outerShapeA, outerShapeB]);
+        const a3D = transposeA
+          ? reshape($a, [batchDimA, innerShapeA, outerShapeA])
+          : reshape($a, [batchDimA, outerShapeA, innerShapeA]);
+        const b3D = transposeB
+          ? reshape($b, [batchDimB, outerShapeB, innerShapeB])
+          : reshape($b, [batchDimB, innerShapeB, outerShapeB]);
+        const forward = (backend, save) => {
+          save([a3D, b3D]);
+          return backend.batchMatMul(a3D, b3D, transposeA, transposeB);
+        };
+        const inputs = { a: a3D, b: b3D };
+        const attrs = { transposeA, transposeB };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["h" /* BatchMatMul */],
+          attrs
+        );
+        return reshape(res, outShape);
+      }
+      const matMul = Object(operation["a" /* op */])({ matMul_ });
+      //# sourceMappingURL=mat_mul.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/BatchMatMul_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const batchMatMulGradConfig = {
+        kernelName: kernel_names["h" /* BatchMatMul */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved, attrs) => {
+          const [a, b] = saved;
+          const { transposeA, transposeB } = attrs;
+          if (!transposeA && !transposeB) {
+            return {
+              a: () => matMul(dy, b, false, true),
+              b: () => matMul(a, dy, true, false),
+            };
+          } else if (!transposeA && transposeB) {
+            return {
+              a: () => matMul(dy, b, false, false),
+              b: () => matMul(dy, a, true, false),
+            };
+          } else if (transposeA && !transposeB) {
+            return {
+              a: () => matMul(b, dy, false, true),
+              b: () => matMul(a, dy, false, false),
+            };
+          } else {
+            return {
+              a: () => matMul(b, dy, true, true),
+              b: () => matMul(dy, a, true, true),
+            };
+          }
+        },
+      };
+      //# sourceMappingURL=BatchMatMul_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/space_to_batch_nd.js
+      /**
+       * @license
+       * Copyright 2020 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * This operation divides "spatial" dimensions `[1, ..., M]` of the input into
+       * a grid of blocks of shape `blockShape`, and interleaves these blocks with
+       * the "batch" dimension (0) such that in the output, the spatial
+       * dimensions `[1, ..., M]` correspond to the position within the grid,
+       * and the batch dimension combines both the position within a spatial block
+       * and the original batch position. Prior to division into blocks,
+       * the spatial dimensions of the input are optionally zero padded
+       * according to `paddings`. See below for a precise description.
+       *
+       * ```js
+       * const x = tf.tensor4d([1, 2, 3, 4], [1, 2, 2, 1]);
+       * const blockShape = [2, 2];
+       * const paddings = [[0, 0], [0, 0]];
+       *
+       * x.spaceToBatchND(blockShape, paddings).print();
+       * ```
+       *
+       * @param x A `tf.Tensor`. N-D with `x.shape` = `[batch] + spatialShape +
+       * remainingShape`, where spatialShape has `M` dimensions.
+       * @param blockShape A 1-D array. Must have shape `[M]`, all values must
+       * be >= 1.
+       * @param paddings A 2-D array. Must have shape `[M, 2]`, all values must be >=
+       *     0. `paddings[i] = [padStart, padEnd]` specifies the amount to zero-pad
+       * from input dimension `i + 1`, which corresponds to spatial dimension `i`. It
+       * is required that
+       * `(inputShape[i + 1] + padStart + padEnd) % blockShape[i] === 0`
+       *
+       * This operation is equivalent to the following steps:
+       *
+       * 1. Zero-pad the start and end of dimensions `[1, ..., M]` of the input
+       * according to `paddings` to produce `padded` of shape paddedShape.
+       *
+       * 2. Reshape `padded` to `reshapedPadded` of shape:
+       * `[batch] + [paddedShape[1] / blockShape[0], blockShape[0], ...,
+       * paddedShape[M] / blockShape[M-1], blockShape[M-1]] + remainingShape`
+       *
+       * 3. Permute dimensions of `reshapedPadded` to produce `permutedReshapedPadded`
+       * of shape: `blockShape + [batch] + [paddedShape[1] / blockShape[0], ...,
+       * paddedShape[M] / blockShape[M-1]] + remainingShape`
+       *
+       * 4. Reshape `permutedReshapedPadded` to flatten `blockShape` into the
+       * batch dimension, producing an output tensor of shape:
+       * `[batch * prod(blockShape)] + [paddedShape[1] / blockShape[0], ...,
+       * paddedShape[M] / blockShape[M-1]] + remainingShape`
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function spaceToBatchND_(x, blockShape, paddings) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "spaceToBatchND");
+        util["assert"](
+          $x.rank >= 1 + blockShape.length,
+          () => `input rank ${$x.rank} should be > than [blockShape] ${blockShape.length}`
+        );
+        util["assert"](
+          paddings.length === blockShape.length,
+          () =>
+            `paddings.shape[0] ${paddings.length} must be equal to [blockShape] ${blockShape.length}`
+        );
+        util["assert"](
+          $x.shape.reduce((a, b, i) => {
+            if (i > 0 && i <= blockShape.length) {
+              return a && (b + paddings[i - 1][0] + paddings[i - 1][1]) % blockShape[i - 1] === 0;
+            }
+            return a;
+          }, true),
+          () =>
+            `input spatial dimensions ${$x.shape.slice(
+              1
+            )} with paddings ${paddings.toString()} must be divisible by blockShapes ${blockShape.toString()}`
+        );
+        const forward = (backend) => backend.spaceToBatchND($x, blockShape, paddings);
+        const inputs = { x: $x };
+        const attrs = { blockShape, paddings };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["mb" /* SpaceToBatchND */],
+          attrs
+        );
+      }
+      const spaceToBatchND = Object(operation["a" /* op */])({ spaceToBatchND_ });
+      //# sourceMappingURL=space_to_batch_nd.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/BatchToSpaceND_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const batchToSpaceNDGradConfig = {
+        kernelName: kernel_names["i" /* BatchToSpaceND */],
+        gradFunc: (dy, saved, attrs) => {
+          const { blockShape, crops } = attrs;
+          return { x: () => spaceToBatchND(dy, blockShape, crops) };
+        },
+      };
+      //# sourceMappingURL=BatchToSpaceND_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/BroadcastTo_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const broadcastToGradConfig = {
+        kernelName: kernel_names["j" /* BroadcastTo */],
+        gradFunc: (dy, saved, attrs) => {
+          const broadCastToAttrs = attrs;
+          const inputShape = broadCastToAttrs.inputShape;
+          const outputShape = broadCastToAttrs.shape;
+          const reps = Array.from(outputShape);
+          for (let i = inputShape.length - 1; i >= 0; i--) {
+            if (inputShape[i] === outputShape[i]) {
+              reps[i] = 1;
+            } else if (inputShape[i] !== 1) {
+              throw new Error(
+                `broadcastTo(): [${inputShape}] cannot be broadcast to [${outputShape}].`
+              );
+            }
+          }
+          const axes = [];
+          for (let i = 0; i < reps.length; i++) {
+            if (reps[i] > 1) {
+              axes.push(i);
+            }
+          }
+          return { x: () => sum(dy, axes, true /* keepDims */) };
+        },
+      };
+      //# sourceMappingURL=BroadcastTo_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/split.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Splits a `tf.Tensor` into sub tensors.
+       *
+       * If `numOrSizeSplits` is a number, splits `x` along dimension `axis`
+       * into `numOrSizeSplits` smaller tensors.
+       * Requires that `numOrSizeSplits` evenly divides `x.shape[axis]`.
+       *
+       * If `numOrSizeSplits` is a number array, splits `x` into
+       * `numOrSizeSplits.length` pieces. The shape of the `i`-th piece has the
+       * same size as `x` except along dimension `axis` where the size is
+       * `numOrSizeSplits[i]`.
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4, 5, 6, 7, 8], [2, 4]);
+       * const [a, b] = tf.split(x, 2, 1);
+       * a.print();
+       * b.print();
+       *
+       * const [c, d, e] = tf.split(x, [1, 2, 1], 1);
+       * c.print();
+       * d.print();
+       * e.print();
+       * ```
+       *
+       * @param x The input tensor to split.
+       * @param numOrSizeSplits Either an integer indicating the number of
+       * splits along the axis or an array of integers containing the sizes of
+       * each output tensor along the axis. If a number then it must evenly divide
+       * `x.shape[axis]`; otherwise the sum of sizes must match `x.shape[axis]`.
+       * @param axis The dimension along which to split. Defaults to 0 (the first
+       * dim).
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Slicing and Joining'} */
+      function split_(x, numOrSizeSplits, axis = 0) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "split");
+        const $axis = Object(util["parseAxisParam"])(axis, $x.shape)[0];
+        let splitSizes;
+        if (typeof numOrSizeSplits === "number") {
+          Object(util["assert"])(
+            $x.shape[$axis] % numOrSizeSplits === 0,
+            () => "Number of splits must evenly divide the axis."
+          );
+          splitSizes = new Array(numOrSizeSplits).fill($x.shape[$axis] / numOrSizeSplits);
+        } else {
+          Object(util["assert"])(
+            $x.shape[$axis] === numOrSizeSplits.reduce((a, b) => a + b),
+            () => "The sum of sizes must match the size of the axis dimension."
+          );
+          splitSizes = numOrSizeSplits;
+        }
+        const forward = (backend, _) => {
+          return backend.split($x, splitSizes, $axis);
+        };
+        const inputs = { x: $x };
+        const attr = { numOrSizeSplits, axis };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["nb" /* SplitV */],
+          attr
+        );
+      }
+      const split = Object(operation["a" /* op */])({ split_ });
+      //# sourceMappingURL=split.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Concat_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const concatGradConfig = {
+        kernelName: kernel_names["l" /* Concat */],
+        saveAllInputs: true,
+        gradFunc: (dy, saved, attrs) => {
+          const shapes = saved.map((t) => t.shape);
+          const { axis } = attrs;
+          const $axis = Object(util["parseAxisParam"])(axis, saved[0].shape)[0];
+          const sizeSplits = shapes.map((s) => s[$axis]);
+          const derTensors = split(dy, sizeSplits, $axis);
+          return derTensors.map((t) => () => t);
+        },
+      };
+      //# sourceMappingURL=Concat_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/conv2d_backprop_filter.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the derivative of the filter of a 2D convolution.
+       *
+       * @param x The input tensor, of rank 4 or rank 3 of shape
+       *     [batch, height, width, inChannels]. If rank 3, batch of 1 is assumed.
+       * @param dy The dy image, of rank 4 or rank 3, of shape
+       *     [batch, height, width, outDepth]. If rank 3, batch of 1 is assumed.
+       * @param filterShape The shape of the filter, length 4,
+       *     [filterHeight, filterWidth, inDepth, outDepth].
+       * @param strides The strides of the convolution: [strideHeight,
+       * strideWidth].
+       * @param pad A string from: 'same', 'valid'. The type of padding algorithm
+       *     used in the forward prop of the op.
+       * @param dataFormat: An optional string from: "NHWC", "NCHW". Defaults to
+       *     "NHWC". Specify the data format of the input and output data. With the
+       *     default format "NHWC", the data is stored in the order of: [batch,
+       *     height, width, channels].
+       * @param dimRoundingMode A string from: 'ceil', 'round', 'floor'. The
+       *     rounding mode used when computing output dimensions if pad is a
+       *     number. If none is provided, it will not round and error if the output
+       *     is of fractional size.
+       */
+      function conv2DBackpropFilter_(
+        x,
+        dy,
+        filterShape,
+        strides,
+        pad,
+        dataFormat = "NHWC",
+        dimRoundingMode
+      ) {
+        let x4D = x;
+        if (x.rank === 3) {
+          x4D = reshape(x, [1, x.shape[0], x.shape[1], x.shape[2]]);
+        }
+        let dy4D = dy;
+        if (dy4D.rank === 3) {
+          dy4D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2]]);
+        }
+        util["assert"](
+          x4D.rank === 4,
+          () => `Error in conv2dDerFilter: input must be rank 4, but got shape ` + `${x4D.shape}.`
+        );
+        util["assert"](
+          dy4D.rank === 4,
+          () => `Error in conv2dDerFilter: dy must be rank 4, but got shape ` + `${dy4D.shape}.`
+        );
+        util["assert"](
+          filterShape.length === 4,
+          () =>
+            `Error in conv2dDerFilter: filterShape must be length 4, but got ` + `${filterShape}.`
+        );
+        const inDepth = dataFormat === "NHWC" ? x4D.shape[3] : x4D.shape[1];
+        const outDepth = dataFormat === "NHWC" ? dy4D.shape[3] : dy4D.shape[1];
+        util["assert"](
+          inDepth === filterShape[2],
+          () =>
+            `Error in conv2dDerFilter: depth of input ${inDepth}) must ` +
+            `match input depth in filter (${filterShape[2]}.`
+        );
+        util["assert"](
+          outDepth === filterShape[3],
+          () =>
+            `Error in conv2dDerFilter: depth of dy (${outDepth}) must ` +
+            `match output depth for filter (${filterShape[3]}).`
+        );
+        if (dimRoundingMode != null) {
+          util["assert"](
+            util["isInt"](pad),
+            () =>
+              `Error in conv2dDerFilter: pad must be an integer when using, ` +
+              `dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+          );
+        }
+        const forward = (backend) => {
+          const dilations = 1;
+          const $dataFormat = convertConv2DDataFormat(dataFormat);
+          const convInfo = computeConv2DInfo(
+            x4D.shape,
+            filterShape,
+            strides,
+            dilations,
+            pad,
+            dimRoundingMode,
+            false,
+            $dataFormat
+          );
+          return backend.conv2dDerFilter(x4D, dy4D, convInfo);
+        };
+        const inputs = { x: x4D, dy: dy4D };
+        const attrs = { strides, pad, dataFormat, dimRoundingMode };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["n" /* Conv2DBackpropFilter */],
+          attrs
+        );
+      }
+      const conv2DBackpropFilter = Object(operation["a" /* op */])({ conv2DBackpropFilter_ });
+      //# sourceMappingURL=conv2d_backprop_filter.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/conv2d_backprop_input.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the derivative of the input of a 2D convolution.
+       *
+       * @param xShape The shape of the input: [batch, height, width, inDepth].
+       * If length of 3, batch of 1 is assumed.
+       * @param dy The derivative of the output, of rank 4 or rank 3 of shape
+       *   `[batch, outHeight, outWidth, outDepth]`. If rank 3, batch of 1 is
+       * assumed.
+       * @param filter The filter, rank 4, of shape
+       *     `[filterHeight, filterWidth, inDepth, outDepth]`.
+       * @param strides The strides of the convolution: `[strideHeight,
+       * strideWidth]`.
+       * @param pad The type of padding algorithm used:
+       *    - `same` and stride 1: output will be of same size as input,
+       *       regardless of filter size.
+       *    - `valid`: output will be smaller than input if filter is larger
+       *       than 1x1.
+       * @param dataFormat: An optional string from: "NHWC", "NCHW". Defaults to
+       *     "NHWC". Specify the data format of the input and output data. With the
+       *     default format "NHWC", the data is stored in the order of: [batch,
+       *     height, width, channels].
+       * @param dimRoundingMode The rounding mode used when computing output
+       *     dimensions if pad is a number. If none is provided, it will not round
+       *     and error if the output is of fractional size.
+       */
+      function conv2DBackpropInput_(
+        xShape,
+        dy,
+        filter,
+        strides,
+        pad,
+        dataFormat = "NHWC",
+        dimRoundingMode
+      ) {
+        util["assert"](
+          xShape.length === dy.rank,
+          () => `Length of inShape ` + `(${xShape.length}) and rank of dy (${dy.rank}) must match`
+        );
+        let xShape4D = xShape;
+        let dy4D = dy;
+        let reshapedTo4D = false;
+        if (dy.rank === 3) {
+          reshapedTo4D = true;
+          dy4D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2]]);
+          xShape4D = [1, xShape[0], xShape[1], xShape[2]];
+        }
+        util["assert"](
+          xShape4D.length === 4,
+          () =>
+            `Error in conv2dDerInput: inShape must be length 4, but got length ` +
+            `${xShape4D.length}.`
+        );
+        util["assert"](
+          dy4D.rank === 4,
+          () => `Error in conv2dDerInput: dy must be rank 4, but got ` + `rank ${dy4D.rank}`
+        );
+        util["assert"](
+          filter.rank === 4,
+          () => `Error in conv2dDerInput: filter must be rank 4, but got ` + `rank ${filter.rank}`
+        );
+        const inDepth = dataFormat === "NHWC" ? xShape4D[3] : xShape4D[1];
+        const outDepth = dataFormat === "NHWC" ? dy4D.shape[3] : dy4D.shape[1];
+        util["assert"](
+          inDepth === filter.shape[2],
+          () =>
+            `Error in conv2dDerInput: depth of input (${inDepth}) must ` +
+            `match input depth for filter ${filter.shape[2]}.`
+        );
+        util["assert"](
+          outDepth === filter.shape[3],
+          () =>
+            `Error in conv2dDerInput: depth of output (${outDepth}) must ` +
+            `match output depth for filter ${filter.shape[3]}.`
+        );
+        if (dimRoundingMode != null) {
+          util["assert"](
+            util["isInt"](pad),
+            () =>
+              `Error in conv2dDerInput: pad must be an integer when using, ` +
+              `dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+          );
+        }
+        const forward = (backend, save) => {
+          const dilations = 1;
+          const $dataFormat = convertConv2DDataFormat(dataFormat);
+          const convInfo = computeConv2DInfo(
+            xShape4D,
+            filter.shape,
+            strides,
+            dilations,
+            pad,
+            dimRoundingMode,
+            false,
+            $dataFormat
+          );
+          const res = backend.conv2dDerInput(dy4D, filter, convInfo);
+          save([dy4D, filter]);
+          return res;
+        };
+        const inputs = { dy: dy4D, filter };
+        const attrs = { strides, pad, dataFormat, dimRoundingMode };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["o" /* Conv2DBackpropInput */],
+          attrs
+        );
+        if (reshapedTo4D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3]]);
+        }
+        return res;
+      }
+      const conv2DBackpropInput = Object(operation["a" /* op */])({ conv2DBackpropInput_ });
+      //# sourceMappingURL=conv2d_backprop_input.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Conv2D_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const conv2DGradConfig = {
+        kernelName: kernel_names["m" /* Conv2D */],
+        inputsToSave: ["x", "filter"],
+        gradFunc: (dy, saved, attrs) => {
+          const [x4D, $filter] = saved;
+          const { dilations, strides, pad, dataFormat } = attrs;
+          util["assert"](
+            tupleValuesAreOne(dilations),
+            () =>
+              "Error in gradient of conv2D: dilation rates greater than 1 " +
+              `are not yet supported in gradients. Got dilations '${dilations}'`
+          );
+          return {
+            x: () => conv2DBackpropInput(x4D.shape, dy, $filter, strides, pad, dataFormat),
+            filter: () => conv2DBackpropFilter(x4D, dy, $filter.shape, strides, pad, dataFormat),
+          };
+        },
+      };
+      //# sourceMappingURL=Conv2D_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/conv2d.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes a 2D convolution over the input x.
+       *
+       * @param x The input tensor, of rank 4 or rank 3, of shape
+       *     `[batch, height, width, inChannels]`. If rank 3, batch of 1 is
+       * assumed.
+       * @param filter The filter, rank 4, of shape
+       *     `[filterHeight, filterWidth, inDepth, outDepth]`.
+       * @param strides The strides of the convolution: `[strideHeight,
+       * strideWidth]`.
+       * @param pad The type of padding algorithm.
+       *    - `same` and stride 1: output will be of same size as input,
+       *       regardless of filter size.
+       *    - `valid`: output will be smaller than input if filter is larger
+       *       than 1x1.
+       *   - For more info, see this guide:
+       *     [https://www.tensorflow.org/api_guides/python/nn#Convolution](
+       *          https://www.tensorflow.org/api_guides/python/nn#Convolution)
+       * @param dataFormat: An optional string from: "NHWC", "NCHW". Defaults to
+       *     "NHWC". Specify the data format of the input and output data. With the
+       *     default format "NHWC", the data is stored in the order of: [batch,
+       *     height, width, channels].
+       * @param dilations The dilation rates: `[dilationHeight, dilationWidth]`
+       *     in which we sample input values across the height and width dimensions
+       *     in atrous convolution. Defaults to `[1, 1]`. If `dilations` is a single
+       *     number, then `dilationHeight == dilationWidth`. If it is greater than
+       *     1, then all values of `strides` must be 1.
+       * @param dimRoundingMode The rounding mode used when computing output
+       *     dimensions if pad is a number. If none is provided, it will not round
+       *     and error if the output is of fractional size.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Convolution'} */
+      function conv2d_(
+        x,
+        filter,
+        strides,
+        pad,
+        dataFormat = "NHWC",
+        dilations = [1, 1],
+        dimRoundingMode
+      ) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "conv2d");
+        const $filter = Object(tensor_util_env["a" /* convertToTensor */])(
+          filter,
+          "filter",
+          "conv2d"
+        );
+        let x4D = $x;
+        let reshapedTo4D = false;
+        if ($x.rank === 3) {
+          reshapedTo4D = true;
+          x4D = reshape($x, [1, $x.shape[0], $x.shape[1], $x.shape[2]]);
+        }
+        util["assert"](
+          x4D.rank === 4,
+          () => `Error in conv2d: input must be rank 4, but got rank ${x4D.rank}.`
+        );
+        util["assert"](
+          $filter.rank === 4,
+          () => `Error in conv2d: filter must be rank 4, but got rank ` + `${$filter.rank}.`
+        );
+        if (dimRoundingMode != null) {
+          util["assert"](
+            util["isInt"](pad),
+            () =>
+              `Error in conv2d: pad must be an integer when using, ` +
+              `dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+          );
+        }
+        const inDepth = dataFormat === "NHWC" ? x4D.shape[3] : x4D.shape[1];
+        util["assert"](
+          inDepth === $filter.shape[2],
+          () =>
+            `Error in conv2d: depth of input (${inDepth}) must match ` +
+            `input depth for filter ${$filter.shape[2]}.`
+        );
+        util["assert"](
+          eitherStridesOrDilationsAreOne(strides, dilations),
+          () =>
+            "Error in conv2D: Either strides or dilations must be 1. " +
+            `Got strides ${strides} and dilations '${dilations}'`
+        );
+        const forward = (backend, save) => {
+          const $dataFormat = convertConv2DDataFormat(dataFormat);
+          const convInfo = computeConv2DInfo(
+            x4D.shape,
+            $filter.shape,
+            strides,
+            dilations,
+            pad,
+            dimRoundingMode,
+            false,
+            $dataFormat
+          );
+          const res = backend.conv2d(x4D, $filter, convInfo);
+          save([x4D, $filter]);
+          return res;
+        };
+        const inputs = { x: x4D, filter: $filter };
+        const attrs = { strides, pad, dataFormat, dilations, dimRoundingMode };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["m" /* Conv2D */],
+          attrs
+        );
+        if (reshapedTo4D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3]]);
+        }
+        return res;
+      }
+      const conv2d = Object(operation["a" /* op */])({ conv2d_ });
+      //# sourceMappingURL=conv2d.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Conv2DBackpropInput_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const conv2DBackpropInputGradConfig = {
+        kernelName: kernel_names["o" /* Conv2DBackpropInput */],
+        inputsToSave: ["dy", "filter"],
+        gradFunc: (ddx, saved, attrs) => {
+          const [dy, filter] = saved;
+          const { strides, pad, dataFormat, dimRoundingMode } = attrs;
+          return {
+            dy: () =>
+              conv2d(ddx, filter, strides, pad, dataFormat, 1 /* dilations */, dimRoundingMode),
+            filter: () =>
+              conv2DBackpropFilter(
+                ddx,
+                dy,
+                filter.shape,
+                strides,
+                pad,
+                dataFormat,
+                dimRoundingMode
+              ),
+          };
+        },
+      };
+      //# sourceMappingURL=Conv2DBackpropInput_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/conv3d_backprop_filter.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the derivative of the filter of a 3D convolution.
+       *
+       * @param x The input tensor, of rank 5 or rank 4 of shape
+       *     [batch, depth, height, width, inChannels]. If rank 4, batch of 1 is
+       *     assumed.
+       * @param dy The dy image, of rank 5 or rank 4, of shape
+       *     [batch, depth, height, width, outDepth]. If rank 4, batch of 1 is
+       *     assumed.
+       * @param filterShape The shape of the filter, length 5,
+       *     [filterDepth, filterHeight, filterWidth, inDepth, outDepth].
+       * @param strides The strides of the convolution: [strideDepth, strideHeight,
+       * strideWidth].
+       * @param pad A string from: 'same', 'valid'. The type of padding algorithm
+       *     used in the forward prop of the op.
+       */
+      function conv3DBackpropFilter_(x, dy, filterShape, strides, pad) {
+        let x5D = x;
+        if (x.rank === 4) {
+          x5D = reshape(x, [1, x.shape[0], x.shape[1], x.shape[2], x.shape[3]]);
+        }
+        let dy5D = dy;
+        if (dy5D.rank === 4) {
+          dy5D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2], dy.shape[3]]);
+        }
+        util["assert"](
+          x5D.rank === 5,
+          () => `Error in conv3dDerFilter: input must be rank 5, but got shape ` + `${x5D.shape}.`
+        );
+        util["assert"](
+          dy5D.rank === 5,
+          () => `Error in conv3dDerFilter: dy must be rank 5, but got shape ` + `${dy5D.shape}.`
+        );
+        util["assert"](
+          filterShape.length === 5,
+          () =>
+            `Error in conv3dDerFilter: filterShape must be length 5, but got ` + `${filterShape}.`
+        );
+        util["assert"](
+          x5D.shape[4] === filterShape[3],
+          () =>
+            `Error in conv3dDerFilter: depth of input ${x5D.shape[4]}) must ` +
+            `match input depth in filter (${filterShape[3]}.`
+        );
+        util["assert"](
+          dy5D.shape[4] === filterShape[4],
+          () =>
+            `Error in conv3dDerFilter: depth of dy (${dy5D.shape[4]}) must ` +
+            `match output depth for filter (${filterShape[4]}).`
+        );
+        const forward = (backend) => {
+          const dilations = 1;
+          const convInfo = computeConv3DInfo(x5D.shape, filterShape, strides, dilations, pad);
+          return backend.conv3dDerFilter(x5D, dy5D, convInfo);
+        };
+        const inputs = { x: x5D, y: dy5D };
+        const attrs = { strides, pad };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["q" /* Conv3DBackpropFilterV2 */],
+          attrs
+        );
+      }
+      const conv3DBackpropFilter = Object(operation["a" /* op */])({ conv3DBackpropFilter_ });
+      //# sourceMappingURL=conv3d_backprop_filter.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/conv3d_backprop_input.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the derivative of the input of a 3D convolution.
+       *
+       * @param xShape The shape of the input: [batch, depth, height, width,
+       * in_channels]. If length of 4, batch of 1 is assumed.
+       * @param dy The derivative of the output, of rank 5 or rank 4 of shape
+       *   `[batch, outDepth, outHeight, outWidth, in_channels]`.
+       * If rank 4, batch of 1 is assumed.
+       * @param filter The filter, rank 5, of shape
+       *     `[filterDepth, filterHeight, filterWidth, inDepth, outDepth]`.
+       * @param strides The strides of the convolution: `[strideDepth, strideHeight,
+       * strideWidth]`.
+       * @param pad The type of padding algorithm used:
+       *    - `same` and stride 1: output will be of same size as input,
+       *       regardless of filter size.
+       *    - `valid`: output will be smaller than input if filter is larger
+       *       than 1x1.
+       */
+      function conv3DBackpropInput_(xShape, dy, filter, strides, pad) {
+        util["assert"](
+          xShape.length === dy.rank,
+          () => `Length of inShape ` + `(${xShape.length}) and rank of dy (${dy.rank}) must match`
+        );
+        let xShape5D = xShape;
+        let dy5D = dy;
+        let reshapedTo5D = false;
+        if (dy.rank === 4) {
+          reshapedTo5D = true;
+          dy5D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2], dy.shape[3]]);
+          xShape5D = [1, xShape[0], xShape[1], xShape[2], xShape[3]];
+        }
+        const inDepth = xShape5D[4];
+        const outDepth = dy5D.shape[4];
+        util["assert"](
+          xShape5D.length === 5,
+          () =>
+            `Error in conv3dDerInput: inShape must be length 5, but got length ` +
+            `${xShape5D.length}.`
+        );
+        util["assert"](
+          dy5D.rank === 5,
+          () => `Error in conv3dDerInput: dy must be rank 5, but got ` + `rank ${dy5D.rank}`
+        );
+        util["assert"](
+          filter.rank === 5,
+          () => `Error in conv3dDerInput: filter must be rank 5, but got ` + `rank ${filter.rank}`
+        );
+        util["assert"](
+          inDepth === filter.shape[3],
+          () =>
+            `Error in conv3dDerInput: depth of input (${inDepth}) must ` +
+            `match input depth for filter ${filter.shape[3]}.`
+        );
+        util["assert"](
+          outDepth === filter.shape[4],
+          () =>
+            `Error in conv3dDerInput: depth of output (${outDepth}) must ` +
+            `match output depth for filter ${filter.shape[4]}.`
+        );
+        const forward = (backend) => {
+          const dilations = 1;
+          const convInfo = computeConv3DInfo(xShape5D, filter.shape, strides, dilations, pad);
+          return backend.conv3dDerInput(dy5D, filter, convInfo);
+        };
+        const inputs = { dy: dy5D };
+        const attrs = { pad };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["r" /* Conv3DBackpropInputV2 */],
+          attrs
+        );
+        if (reshapedTo5D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3], res.shape[4]]);
+        }
+        return res;
+      }
+      const conv3DBackpropInput = Object(operation["a" /* op */])({ conv3DBackpropInput_ });
+      //# sourceMappingURL=conv3d_backprop_input.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Conv3D_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const conv3DGradConfig = {
+        kernelName: kernel_names["p" /* Conv3D */],
+        inputsToSave: ["x", "filter"],
+        gradFunc: (dy, saved, attrs) => {
+          const { dilations, strides, pad } = attrs;
+          util["assert"](
+            tupleValuesAreOne(dilations),
+            () =>
+              "Error in gradient of conv3D: dilation rates greater than 1 are " +
+              `not yet supported in gradients. Got dilations '${dilations}'`
+          );
+          const [x5D, $filter] = saved;
+          return {
+            x: () => conv3DBackpropInput(x5D.shape, dy, $filter, strides, pad),
+            filter: () => conv3DBackpropFilter(x5D, dy, $filter.shape, strides, pad),
+          };
+        },
+      };
+      //# sourceMappingURL=Conv3D_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/transpose.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Transposes the `tf.Tensor`. Permutes the dimensions according to `perm`.
+       *
+       * The returned `tf.Tensor`'s dimension `i` will correspond to the input
+       * dimension `perm[i]`. If `perm` is not given, it is set to `[n-1...0]`,
+       * where `n` is the rank of the input `tf.Tensor`. Hence by default, this
+       * operation performs a regular matrix transpose on 2-D input `tf.Tensor`s.
+       *
+       * ```js
+       * const a = tf.tensor2d([1, 2, 3, 4, 5, 6], [2, 3]);
+       *
+       * a.transpose().print();  // or tf.transpose(a)
+       * ```
+       *
+       * @param x The tensor to transpose.
+       * @param perm The permutation of the dimensions of a.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Matrices'} */
+      function transpose_(x, perm) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "transpose");
+        if (perm == null) {
+          perm = $x.shape.map((s, i) => i).reverse();
+        }
+        util["assert"](
+          $x.rank === perm.length,
+          () =>
+            `Error in transpose: rank of input ${$x.rank} ` + `must match length of perm ${perm}.`
+        );
+        perm.forEach((axis) => {
+          util["assert"](
+            axis >= 0 && axis < $x.rank,
+            () => `All entries in 'perm' must be between 0 and ${$x.rank - 1}` + ` but got ${perm}`
+          );
+        });
+        if ($x.rank <= 1) {
+          return $x.clone();
+        }
+        const attrs = { perm };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.transpose($x, perm),
+          { x: $x },
+          null /* gradient */,
+          "Transpose",
+          attrs
+        );
+      }
+      const transpose = Object(operation["a" /* op */])({ transpose_ });
+      //# sourceMappingURL=transpose.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/cumsum.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the cumulative sum of a `tf.Tensor` along `axis`.
+       *
+       * ```js
+       * const x = tf.tensor([1, 2, 3, 4]);
+       * x.cumsum().print();
+       * ```
+       * ```js
+       * const x = tf.tensor([[1, 2], [3, 4]]);
+       * x.cumsum().print();
+       * ```
+       *
+       * @param x The input tensor to be summed.
+       * @param axis The axis along which to sum. Optional. Defaults to 0.
+       * @param exclusive Whether to perform exclusive cumulative sum. Optional.
+       *     Defaults to false. If set to true then the sum of each tensor entry
+       *     does not include its own value, but only the values previous to it
+       *     along the specified axis.
+       * @param reverse Whether to sum in the opposite direction. Optional.
+       *     Defaults to false.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Scan'} */
+      function cumsum_(x, axis = 0, exclusive = false, reverse = false) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "cumsum");
+        const forward = (backend, save) => {
+          const permutation = getAxesPermutation([axis], $x.rank);
+          let permutedX = $x;
+          if (permutation != null) {
+            permutedX = transpose($x, permutation);
+          }
+          const permutedAxis = getInnerMostAxes(1, $x.rank)[0];
+          let value = backend.cumsum(permutedX, permutedAxis, exclusive, reverse);
+          save([$x]);
+          if (permutation != null) {
+            value = transpose(value, permutation);
+          }
+          return value;
+        };
+        const inputs = { x: $x };
+        const attrs = { axis, exclusive, reverse };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["s" /* Cumsum */],
+          attrs
+        );
+      }
+      const cumsum = Object(operation["a" /* op */])({ cumsum_ });
+      //# sourceMappingURL=cumsum.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Cumsum_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const cumsumGradConfig = {
+        kernelName: kernel_names["s" /* Cumsum */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved, attrs) => {
+          const [x] = saved;
+          const { axis, exclusive, reverse } = attrs;
+          return {
+            x: () => {
+              const permutation = getAxesPermutation([axis], x.rank);
+              let out = cumsum(dy, axis, exclusive, !reverse);
+              if (permutation != null) {
+                out = transpose(out, permutation);
+              }
+              return out;
+            },
+          };
+        },
+      };
+      //# sourceMappingURL=Cumsum_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/depthwise_conv2d_native_backprop_filter.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      function depthwiseConv2dNativeBackpropFilter_(x, dy, filterShape, convInfo) {
+        let x4D = x;
+        if (x.rank === 3) {
+          x4D = reshape(x, [1, x.shape[0], x.shape[1], x.shape[2]]);
+        }
+        let dy4D = dy;
+        if (dy4D.rank === 3) {
+          dy4D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2]]);
+        }
+        const forward = (backend) => backend.depthwiseConv2DDerFilter(x4D, dy4D, convInfo);
+        const inputs = { x: x4D, dy: dy4D };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["v" /* DepthwiseConv2dNativeBackpropFilter */]
+        );
+      }
+      const depthwiseConv2dNativeBackpropFilter = Object(operation["a" /* op */])({
+        depthwiseConv2dNativeBackpropFilter_,
+      });
+      //# sourceMappingURL=depthwise_conv2d_native_backprop_filter.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/depthwise_conv2d_native_backprop_input.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      function depthwiseConv2dNativeBackpropInput_(xShape, dy, filter, convInfo) {
+        let dy4D = dy;
+        let reshapedTo4D = false;
+        if (dy.rank === 3) {
+          reshapedTo4D = true;
+          dy4D = reshape(dy, [1, dy.shape[0], dy.shape[1], dy.shape[2]]);
+        }
+        const forward = (backend) => backend.depthwiseConv2DDerInput(dy4D, filter, convInfo);
+        const inputs = { dy: dy4D };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["w" /* DepthwiseConv2dNativeBackpropInput */]
+        );
+        if (reshapedTo4D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3]]);
+        }
+        return res;
+      }
+      const depthwiseConv2dNativeBackpropInput = Object(operation["a" /* op */])({
+        depthwiseConv2dNativeBackpropInput_,
+      });
+      //# sourceMappingURL=depthwise_conv2d_native_backprop_input.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/DepthwiseConv2dNative_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const depthwiseConv2dNativeGradConfig = {
+        kernelName: kernel_names["u" /* DepthwiseConv2dNative */],
+        inputsToSave: ["x", "filter"],
+        gradFunc: (dy, saved, attrs) => {
+          const { dilations, strides, pad, dimRoundingMode } = attrs;
+          const $dilations = dilations == null ? [1, 1] : dilations;
+          util["assert"](
+            tupleValuesAreOne($dilations),
+            () =>
+              "Error in gradient of depthwiseConv2dNative: dilation rates " +
+              `greater than 1 are not yet supported. Got dilations ` +
+              `'${$dilations}'`
+          );
+          const [x, filter] = saved;
+          util["assert"](
+            x.rank === 4,
+            () =>
+              `Error in gradient of depthwiseConv2dNative: input must be ` +
+              `rank 4, but got rank ${x.rank}.`
+          );
+          util["assert"](
+            filter.rank === 4,
+            () =>
+              `Error in gradient of depthwiseConv2dNative: filter must be ` +
+              `rank 4, but got rank ${filter.rank}.`
+          );
+          util["assert"](
+            x.shape[3] === filter.shape[2],
+            () =>
+              `Error in gradient of depthwiseConv2d: number of input ` +
+              `channels (${x.shape[3]}) must match the inChannels dimension ` +
+              `in filter ${filter.shape[2]}.`
+          );
+          util["assert"](
+            eitherStridesOrDilationsAreOne(strides, $dilations),
+            () =>
+              "Error in gradient of depthwiseConv2d: Either strides or " +
+              `dilations must be  1. Got strides ${strides} and dilations ` +
+              `'${$dilations}'.`
+          );
+          if (dimRoundingMode != null) {
+            util["assert"](
+              util["isInt"](pad),
+              () =>
+                `Error in depthwiseConv2d: pad must be an integer when using, ` +
+                `dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+            );
+          }
+          const convInfo = computeConv2DInfo(
+            x.shape,
+            filter.shape,
+            strides,
+            $dilations,
+            pad,
+            dimRoundingMode,
+            true /* depthwise */
+          );
+          return {
+            x: () => depthwiseConv2dNativeBackpropInput(x.shape, dy, filter, convInfo),
+            filter: () => depthwiseConv2dNativeBackpropFilter(x, dy, filter.shape, convInfo),
+          };
+        },
+      };
+      //# sourceMappingURL=DepthwiseConv2dNative_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Div_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const divGradConfig = {
+        kernelName: kernel_names["y" /* Div */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            const res = div(dy, b.toFloat());
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              return sum(res, reduceAxes).reshape(a.shape);
+            }
+            return res;
+          };
+          const derB = () => {
+            let res = mul(dy, a.toFloat());
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = reshape(sum(res, reduceAxes), b.shape);
+            }
+            const tmp = square(b);
+            return neg(div(res, tmp.toFloat()));
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Div_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Elu_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const eluGradConfig = {
+        kernelName: kernel_names["z" /* Elu */],
+        outputsToSave: [true],
+        gradFunc: (dy, saved) => {
+          const [y] = saved;
+          const backPropKernelFunc = (backend) => {
+            return backend.eluDer(dy, y);
+          };
+          const inputs = { dy, y };
+          return {
+            x: () =>
+              engine["a" /* ENGINE */].runKernelFunc(
+                backPropKernelFunc,
+                inputs,
+                null /* grad */,
+                kernel_names["A" /* EluGrad */]
+              ),
+          };
+        },
+      };
+      //# sourceMappingURL=Elu_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/FloorDiv_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const floorDivGradConfig = {
+        kernelName: kernel_names["D" /* FloorDiv */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            const res = dy.div(b.toFloat());
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              return res.sum(reduceAxes).reshape(a.shape);
+            }
+            return res;
+          };
+          const derB = () => {
+            let res = dy.mul(a.toFloat());
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = res.sum(reduceAxes).reshape(b.shape);
+            }
+            const tmp = b.square();
+            return res.div(tmp.toFloat()).neg();
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=FloorDiv_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/sub.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Subtracts two `tf.Tensor`s element-wise, A - B. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([10, 20, 30, 40]);
+       * const b = tf.tensor1d([1, 2, 3, 4]);
+       *
+       * a.sub(b).print();  // or tf.sub(a, b)
+       * ```
+       *
+       * ```js
+       * // Broadcast subtract a with b.
+       * const a = tf.tensor1d([10, 20, 30, 40]);
+       * const b = tf.scalar(5);
+       *
+       * a.sub(b).print();  // or tf.sub(a, b)
+       * ```
+       * @param a The first `tf.Tensor` to subtract from.
+       * @param b The second `tf.Tensor` to be subtracted. Must have the same dtype as
+       * `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Arithmetic'} */
+      function sub_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "sub");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "sub");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        const forward = (backend, save) => {
+          const res = backend.subtract($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["qb" /* Sub */]
+        );
+      }
+      const sub = Object(operation["a" /* op */])({ sub_ });
+      //# sourceMappingURL=sub.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/tile.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Construct a tensor by repeating it the number of times given by reps.
+       *
+       * This operation creates a new tensor by replicating `input` `reps`
+       * times. The output tensor's i'th dimension has `input.shape[i] *
+       * reps[i]` elements, and the values of `input` are replicated
+       * `reps[i]` times along the i'th dimension. For example, tiling
+       * `[a, b, c, d]` by `[2]` produces `[a, b, c, d, a, b, c, d]`.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2]);
+       *
+       * a.tile([2]).print();    // or a.tile([2])
+       * ```
+       *
+       * ```js
+       * const a = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * a.tile([1, 2]).print();  // or a.tile([1, 2])
+       * ```
+       * @param x The tensor to tile.
+       * @param reps Determines the number of replications per dimension.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Slicing and Joining'} */
+      function tile_(x, reps) {
+        const parseAs = null;
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "tile", parseAs);
+        util["assert"](
+          $x.rank === reps.length,
+          () =>
+            `Error in transpose: rank of input ${$x.rank} ` + `must match length of reps ${reps}.`
+        );
+        const forward = (backend, save) => {
+          const res = backend.tile($x, reps);
+          save([$x]);
+          return res;
+        };
+        const inputsToSave = [$x];
+        const inputs = { x: $x };
+        const attrs = { reps };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["rb" /* Tile */],
+          attrs,
+          inputsToSave
+        );
+      }
+      const tile = Object(operation["a" /* op */])({ tile_ });
+      //# sourceMappingURL=tile.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/FusedBatchNorm_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const fusedBatchNormGradConfig = {
+        kernelName: kernel_names["F" /* FusedBatchNorm */],
+        inputsToSave: ["x", "mean", "variance", "scale"],
+        gradFunc: (dy, saved, attrs) => {
+          const { varianceEpsilon } = attrs;
+          const [x, mean, variance, scale] = saved;
+          const scaleValue = scale == null ? Object(tensor_ops["e" /* scalar */])(1) : scale;
+          const reductionAxes = getReductionAxes(mean.shape, x.shape);
+          const tileShape = [];
+          if (mean.rank === 1) {
+            for (let i = 0; i < x.shape.length - 1; ++i) {
+              tileShape.push(x.shape[i]);
+            }
+            tileShape.push(1);
+          }
+          const xMinusMean = sub(x, mean);
+          const dyTimesScaleValue = mul(dy, scaleValue);
+          const oneOverSqrtVariance = rsqrt(
+            add(variance, Object(tensor_ops["e" /* scalar */])(varianceEpsilon))
+          );
+          const minusHalfRCube = mul(
+            mul(mul(oneOverSqrtVariance, oneOverSqrtVariance), oneOverSqrtVariance),
+            Object(tensor_ops["e" /* scalar */])(-0.5)
+          );
+          const derX = () => {
+            if (mean.rank === 1) {
+              return reshape(
+                mul(
+                  mul(dy, tile(oneOverSqrtVariance.as4D(1, 1, 1, mean.shape[0]), tileShape)),
+                  scaleValue
+                ),
+                x.shape
+              );
+            } else {
+              return reshape(mul(mul(dy, oneOverSqrtVariance), scaleValue), x.shape);
+            }
+          };
+          const derMean = () => {
+            let meanDer = mul(
+              mul(oneOverSqrtVariance, Object(tensor_ops["e" /* scalar */])(-1)),
+              dyTimesScaleValue
+            );
+            if (mean.rank === 1) {
+              meanDer = sum(meanDer, reductionAxes);
+            }
+            return reshape(meanDer, mean.shape);
+          };
+          const derVariance = () => {
+            let varianceDer = mul(mul(minusHalfRCube, xMinusMean), dyTimesScaleValue);
+            if (mean.rank === 1) {
+              varianceDer = sum(varianceDer, reductionAxes);
+            }
+            return reshape(varianceDer, mean.shape);
+          };
+          const derScale = () => {
+            const xMinusMean2TimesRsqrt = mul(xMinusMean, oneOverSqrtVariance);
+            let scaleDer = mul(dy, xMinusMean2TimesRsqrt);
+            if (mean.rank === 1) {
+              scaleDer = sum(scaleDer, reductionAxes);
+            }
+            return reshape(scaleDer, mean.shape);
+          };
+          const derOffset = () => {
+            let offsetDer = dy;
+            if (mean.rank === 1) {
+              offsetDer = sum(offsetDer, reductionAxes);
+            }
+            return reshape(offsetDer, mean.shape);
+          };
+          return {
+            x: derX,
+            mean: derMean,
+            variance: derVariance,
+            scale: derScale,
+            offset: derOffset,
+          };
+        },
+      };
+      //# sourceMappingURL=FusedBatchNorm_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/GreaterEqual_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const greaterEqualGradConfig = {
+        kernelName: kernel_names["I" /* GreaterEqual */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          return {
+            a: () => Object(tensor_ops["o" /* zerosLike */])(a),
+            b: () => Object(tensor_ops["o" /* zerosLike */])(b),
+          };
+        },
+      };
+      //# sourceMappingURL=GreaterEqual_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Identity_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const identityGradConfig = {
+        kernelName: kernel_names["J" /* Identity */],
+        gradFunc: (dy) => {
+          return { x: () => dy.toFloat() };
+        },
+      };
+      //# sourceMappingURL=Identity_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/local_response_normalization_backprop.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      function localResponseNormalizationBackprop_(
+        x,
+        y,
+        dy,
+        depthRadius = 5,
+        bias = 1,
+        alpha = 1,
+        beta = 0.5
+      ) {
+        const forward = (backend) => backend.LRNGrad(dy, x, y, depthRadius, bias, alpha, beta);
+        const inputs = { x, y, dy };
+        const attrs = { depthRadius, bias, alpha, beta };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["M" /* LRNBackprop */],
+          attrs
+        );
+      }
+      const localResponseNormalizationBackprop = Object(operation["a" /* op */])({
+        localResponseNormalizationBackprop_,
+      });
+      //# sourceMappingURL=local_response_normalization_backprop.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/LRN_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const lrnGradConfig = {
+        kernelName: kernel_names["L" /* LRN */],
+        inputsToSave: ["x"],
+        outputsToSave: [true],
+        gradFunc: (dy, saved, attrs) => {
+          const [x, y] = saved;
+          const { depthRadius, bias, alpha, beta } = attrs;
+          return {
+            x: () => localResponseNormalizationBackprop(x, y, dy, depthRadius, bias, alpha, beta),
+          };
+        },
+      };
+      //# sourceMappingURL=LRN_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Max_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const maxGradConfig = {
+        kernelName: kernel_names["P" /* Max */],
+        inputsToSave: ["x"],
+        outputsToSave: [true],
+        gradFunc: (dy, saved, attrs) => {
+          const maxAttrs = attrs;
+          const { reductionIndices } = maxAttrs;
+          const [x, y] = saved;
+          const origAxes = util["parseAxisParam"](reductionIndices, x.shape);
+          const permutedAxes = getAxesPermutation(origAxes, x.rank);
+          const maxGrad = gradForMinAndMax(dy, y, x, origAxes, permutedAxes);
+          return {
+            x: () => {
+              let out = maxGrad["x"]();
+              if (permutedAxes != null) {
+                out = transpose(out);
+              }
+              return out;
+            },
+          };
+        },
+      };
+      //# sourceMappingURL=Max_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/greater_equal.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Returns the truth value of (a >= b) element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2, 3]);
+       * const b = tf.tensor1d([2, 2, 2]);
+       *
+       * a.greaterEqual(b).print();
+       * ```
+       *
+       * @param a The first input tensor.
+       * @param b The second input tensor. Must have the same dtype as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function greaterEqual_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "greaterEqual");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "greaterEqual");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        const forward = (backend, save) => {
+          const res = backend.greaterEqual($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["I" /* GreaterEqual */]
+        );
+      }
+      const greaterEqual = Object(operation["a" /* op */])({ greaterEqual_ });
+      //# sourceMappingURL=greater_equal.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/less.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Returns the truth value of (a < b) element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2, 3]);
+       * const b = tf.tensor1d([2, 2, 2]);
+       *
+       * a.less(b).print();
+       * ```
+       * @param a The first input tensor.
+       * @param b The second input tensor. Must have the same dtype as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function less_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "less");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "less");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        const forward = (backend) => backend.less($a, $b);
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["N" /* Less */]
+        );
+      }
+      const less = Object(operation["a" /* op */])({ less_ });
+      //# sourceMappingURL=less.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Maximum_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const maximumGradConfig = {
+        kernelName: kernel_names["V" /* Maximum */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const derA = () => mul(dy, cast(greaterEqual(a, b), "float32"));
+          const derB = () => mul(dy, cast(less(a, b), "float32"));
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Maximum_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/max_pool_3d_backprop.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the backprop of a 3d max pool.
+       *
+       * @param dy The dy error, of rank 5 of shape
+       *     [batchSize, depth, height, width, channels].
+       * assumed.
+       * @param input The original input image, of rank 5 or rank 4 of shape
+       *     [batchSize, depth, height, width, channels].
+       * @param output The original output image, of rank 5 of shape
+       *     [batchSize, outDepth, outHeight, outWidth, channels].
+       * @param filterSize The filter size:
+       *     `[filterDepth, filterHeight, filterWidth]`.
+       *     `filterSize` is a single number,
+       *     then `filterDepth == filterHeight == filterWidth`.
+       * @param strides The strides of the pooling:
+       *     `[strideDepth, strideHeight, strideWidth]`. If
+       *     `strides` is a single number, then `strideHeight == strideWidth`.
+       * @param dilations Deprecated, this field will be gone in v3.0.0.
+       *     The dilation rates: `[dilationDepth, dilationHeight, dilationWidth]`
+       *     in which we sample input values across the depth, height and width
+       *     dimensions in dilated pooling.
+       *     Defaults to `[1, 1, 1]`. If `dilations` is a single number,
+       *     then `dilationDepth == dilationHeight == dilationWidth`.
+       *     If it is greater than 1, then all values of `strides` must be 1.
+       * @param pad A string from: 'same', 'valid'. The type of padding algorithm
+       *     used in the forward prop of the op.
+       * @param dimRoundingMode A string from: 'ceil', 'round', 'floor'. The
+       *     rounding mode used when computing output dimensions if pad is a
+       *     number. If none is provided, it will not round and error if the output
+       *     is of fractional size.
+       */
+      function maxPool3dBackprop_(
+        dy,
+        input,
+        output,
+        filterSize,
+        strides,
+        dilations = [1, 1, 1],
+        pad,
+        dimRoundingMode
+      ) {
+        const $dy = Object(tensor_util_env["a" /* convertToTensor */])(
+          dy,
+          "dy",
+          "maxPool3dBackprop"
+        );
+        const $input = Object(tensor_util_env["a" /* convertToTensor */])(
+          input,
+          "input",
+          "maxPool3dBackprop"
+        );
+        const $output = Object(tensor_util_env["a" /* convertToTensor */])(
+          output,
+          "output",
+          "maxPool3dBackprop"
+        );
+        let dy5D = $dy;
+        let input5D = $input;
+        let output5D = $output;
+        let reshapedTo5D = false;
+        if ($input.rank === 4) {
+          reshapedTo5D = true;
+          dy5D = reshape($dy, [1, $dy.shape[0], $dy.shape[1], $dy.shape[2], $dy.shape[3]]);
+          input5D = reshape($input, [
+            1,
+            $input.shape[0],
+            $input.shape[1],
+            $input.shape[2],
+            $input.shape[3],
+          ]);
+          output5D = reshape($output, [
+            1,
+            $output.shape[0],
+            $output.shape[1],
+            $output.shape[2],
+            $output.shape[3],
+          ]);
+        }
+        util["assert"](
+          dy5D.rank === 5,
+          () => `Error in maxPool3dBackprop: dy must be rank 5 but got rank ` + `${dy5D.rank}.`
+        );
+        util["assert"](
+          input5D.rank === 5,
+          () =>
+            `Error in maxPool3dBackprop: input must be rank 5 but got rank ` + `${input5D.rank}.`
+        );
+        util["assert"](
+          output5D.rank === 5,
+          () =>
+            `Error in maxPool3dBackprop: output must be rank 5 but got rank ` + `${output5D.rank}.`
+        );
+        util["assert"](
+          eitherStridesOrDilationsAreOne(strides, dilations),
+          () =>
+            "Error in maxPool3dBackprop: Either strides or dilations " +
+            `must be 1. Got strides ${strides} and dilations '${dilations}'`
+        );
+        if (dimRoundingMode != null) {
+          util["assert"](
+            util["isInt"](pad),
+            () =>
+              `Error in maxPool3dBackprop: pad must be an integer when ` +
+              `using, dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+          );
+        }
+        const forward = (backend) => {
+          const convInfo = computePool3DInfo(
+            input5D.shape,
+            filterSize,
+            strides,
+            dilations,
+            pad,
+            dimRoundingMode
+          );
+          return backend.maxPool3dBackprop(dy5D, input5D, output5D, convInfo);
+        };
+        const inputs = { dy: dy5D, input: input5D, output: output5D };
+        const attrs = { filterSize, strides, dilations, pad, dimRoundingMode };
+        const res = engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["S" /* MaxPool3DBackprop */],
+          attrs
+        );
+        if (reshapedTo5D) {
+          return reshape(res, [res.shape[1], res.shape[2], res.shape[3], res.shape[4]]);
+        }
+        return res;
+      }
+      const maxPool3dBackprop = Object(operation["a" /* op */])({ maxPool3dBackprop_ });
+      //# sourceMappingURL=max_pool_3d_backprop.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/MaxPool3D_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const maxPool3DGradConfig = {
+        kernelName: kernel_names["R" /* MaxPool3D */],
+        inputsToSave: ["x"],
+        outputsToSave: [true],
+        gradFunc: (dy, saved, attrs) => {
+          const [x, y] = saved;
+          const { filterSize, strides, dilations, pad, dimRoundingMode } = attrs;
+          const $dilations = dilations == null ? [1, 1, 1] : dilations;
+          return {
+            x: () =>
+              maxPool3dBackprop(dy, x, y, filterSize, strides, $dilations, pad, dimRoundingMode),
+          };
+        },
+      };
+      //# sourceMappingURL=MaxPool3D_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/max_pool_backprop.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the backprop of a 2D max pool.
+       *
+       * @param dy The dy error, of rank 4 or rank 3 of shape
+       *     [batchSize, height, width, channels]. If rank 3, batch of 1 is
+       * assumed.
+       * @param input The original input image, of rank 4, of shape
+       *     [batchSize, height, width, channels].
+       * @param output The original output image, of rank 4, of shape
+       *     [batchSize, outHeight, outWidth, channels].
+       * @param filterSize The filter size: `[filterHeight, filterWidth]`. If
+       *     `filterSize` is a single number, then `filterHeight == filterWidth`.
+       * @param strides The strides of the pooling: `[strideHeight, strideWidth]`. If
+       *     `strides` is a single number, then `strideHeight == strideWidth`.
+       * @param pad A string from: 'same', 'valid'. The type of padding algorithm
+       *     used in the forward prop of the op.
+       * @param dimRoundingMode A string from: 'ceil', 'round', 'floor'. The
+       *     rounding mode used when computing output dimensions if pad is a
+       *     number. If none is provided, it will not round and error if the output
+       *     is of fractional size.
+       */
+      function maxPoolBackprop_(dy, input, output, filterSize, strides, pad, dimRoundingMode) {
+        const $dy = Object(tensor_util_env["a" /* convertToTensor */])(dy, "dy", "maxPoolBackprop");
+        const $input = Object(tensor_util_env["a" /* convertToTensor */])(
+          input,
+          "input",
+          "maxPoolBackprop"
+        );
+        const $output = Object(tensor_util_env["a" /* convertToTensor */])(
+          output,
+          "output",
+          "maxPoolBackprop"
+        );
+        util["assert"](
+          $input.rank === $dy.rank,
+          () => `Rank of input (${$input.rank}) does not match rank of dy ` + `(${$dy.rank})`
+        );
+        util["assert"](
+          $dy.rank === 4,
+          () => `Error in maxPoolBackprop: dy must be rank 4 but got rank ` + `${$dy.rank}.`
+        );
+        util["assert"](
+          $input.rank === 4,
+          () => `Error in maxPoolBackprop: input must be rank 4 but got rank ` + `${$input.rank}.`
+        );
+        if (dimRoundingMode != null) {
+          util["assert"](
+            util["isInt"](pad),
+            () =>
+              `Error in maxPoolBackprop: pad must be an integer when using, ` +
+              `dimRoundingMode ${dimRoundingMode} but got pad ${pad}.`
+          );
+        }
+        const forward = (backend) => {
+          const convInfo = computePool2DInfo(
+            $input.shape,
+            filterSize,
+            strides,
+            1 /* dilations */,
+            pad,
+            dimRoundingMode
+          );
+          return backend.maxPoolBackprop($dy, $input, $output, convInfo);
+        };
+        const inputs = { dy: $dy, input: $input, output: $output };
+        const attrs = { filterSize, strides, pad, dimRoundingMode };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null,
+          kernel_names["T" /* MaxPoolBackprop */],
+          attrs
+        );
+      }
+      const maxPoolBackprop = Object(operation["a" /* op */])({ maxPoolBackprop_ });
+      //# sourceMappingURL=max_pool_backprop.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/MaxPool_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const maxPoolGradConfig = {
+        kernelName: kernel_names["Q" /* MaxPool */],
+        inputsToSave: ["x"],
+        outputsToSave: [true],
+        gradFunc: (dy, saved, attrs) => {
+          const [x, y] = saved;
+          const { filterSize, strides, pad } = attrs;
+          return {
+            x: () => maxPoolBackprop(dy, x, y, filterSize, strides, pad),
+          };
+        },
+      };
+      //# sourceMappingURL=MaxPool_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/greater.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Returns the truth value of (a > b) element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2, 3]);
+       * const b = tf.tensor1d([2, 2, 2]);
+       *
+       * a.greater(b).print();
+       * ```
+       *
+       * @param a The first input tensor.
+       * @param b The second input tensor. Must have the same dtype as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function greater_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "greater");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "greater");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        const forward = (backend) => backend.greater($a, $b);
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["H" /* Greater */]
+        );
+      }
+      const greater = Object(operation["a" /* op */])({ greater_ });
+      //# sourceMappingURL=greater.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/less_equal.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Returns the truth value of (a <= b) element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([1, 2, 3]);
+       * const b = tf.tensor1d([2, 2, 2]);
+       *
+       * a.lessEqual(b).print();
+       * ```
+       *
+       * @param a The first input tensor.
+       * @param b The second input tensor. Must have the same dtype as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function lessEqual_(a, b) {
+        let $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "lessEqual");
+        let $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "lessEqual");
+        [$a, $b] = Object(tensor_util["makeTypesMatch"])($a, $b);
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        const forward = (backend, save) => {
+          const res = backend.lessEqual($a, $b);
+          save([$a, $b]);
+          return res;
+        };
+        const inputs = { a: $a, b: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["O" /* LessEqual */]
+        );
+      }
+      const lessEqual = Object(operation["a" /* op */])({ lessEqual_ });
+      //# sourceMappingURL=less_equal.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Minimum_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const minimumGradConfig = {
+        kernelName: kernel_names["W" /* Minimum */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const derA = () => mul(dy, cast(lessEqual(a, b), "float32"));
+          const derB = () => mul(dy, cast(greater(a, b), "float32"));
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Minimum_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Mod_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const modGradConfig = {
+        kernelName: kernel_names["X" /* Mod */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              return reshape(sum(dy, reduceAxes), a.shape);
+            }
+            return dy;
+          };
+          const derB = () => {
+            const res = mul(dy, neg(floor(div(a, b))));
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              return reshape(sum(res, reduceAxes), b.shape);
+            }
+            return res;
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Mod_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Multiply_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const multiplyGradConfig = {
+        kernelName: kernel_names["Y" /* Multiply */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            const res = mul(dy, cast(b, "float32"));
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              return reshape(sum(res, reduceAxes), a.shape);
+            }
+            return res;
+          };
+          const derB = () => {
+            const res = mul(dy, cast(a, "float32"));
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              return reshape(sum(res, reduceAxes), b.shape);
+            }
+            return res;
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Multiply_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/OneHot_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const oneHotGradConfig = {
+        kernelName: kernel_names["cb" /* OneHot */],
+        inputsToSave: ["indices"],
+        gradFunc: (dy, saved) => {
+          const indices = saved[0];
+          return { indices: () => Object(tensor_ops["n" /* zeros */])(indices.shape, "float32") };
+        },
+      };
+      //# sourceMappingURL=OneHot_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/PadV2_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const padV2GradConfig = {
+        kernelName: kernel_names["db" /* PadV2 */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved, attrs) => {
+          // Pad introduces values around the original tensor, so the gradient
+          // slices the original shape out of the gradient.
+          const x = saved[0];
+          const { paddings } = attrs;
+          const begin = paddings.map((p) => p[0]);
+          return { x: () => dy.slice(begin, x.shape) };
+        },
+      };
+      //# sourceMappingURL=PadV2_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/backends/where_impl.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      /** An implementation of the Where kernel shared between cpu and webgl */
+
+      function whereImpl(condShape, condVals) {
+        const indices = [];
+        for (let i = 0; i < condVals.length; i++) {
+          if (condVals[i]) {
+            indices.push(i);
+          }
+        }
+        const inBuffer = array_ops_buffer(condShape, "int32");
+        const out = array_ops_buffer([indices.length, condShape.length], "int32");
+        for (let i = 0; i < indices.length; i++) {
+          const loc = inBuffer.indexToLoc(indices[i]);
+          const offset = i * condShape.length;
+          out.values.set(loc, offset);
+        }
+        return out.toTensor();
+      }
+      //# sourceMappingURL=where_impl.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/logical_ops.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Returns the truth value of `NOT x` element-wise.
+       *
+       * ```js
+       * const a = tf.tensor1d([false, true], 'bool');
+       *
+       * a.logicalNot().print();
+       * ```
+       *
+       * @param x The input tensor. Must be of dtype 'bool'.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function logicalNot_(x) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "logicalNot", "bool");
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.logicalNot($x), { $x });
+      }
+      /**
+       * Returns the truth value of `a AND b` element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([false, false, true, true], 'bool');
+       * const b = tf.tensor1d([false, true, false, true], 'bool');
+       *
+       * a.logicalAnd(b).print();
+       * ```
+       *
+       * @param a The first input tensor. Must be of dtype bool.
+       * @param b The second input tensor. Must be of dtype bool.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function logicalAnd_(a, b) {
+        const $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "logicalAnd", "bool");
+        const $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "logicalAnd", "bool");
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.logicalAnd($a, $b),
+          { a: $a, b: $b },
+          null /* grad */,
+          "LogicalAnd"
+        );
+      }
+      /**
+       * Returns the truth value of `a OR b` element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([false, false, true, true], 'bool');
+       * const b = tf.tensor1d([false, true, false, true], 'bool');
+       *
+       * a.logicalOr(b).print();
+       * ```
+       * @param a The first input tensor. Must be of dtype bool.
+       * @param b The second input tensor. Must be of dtype bool.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function logicalOr_(a, b) {
+        const $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "logicalOr", "bool");
+        const $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "logicalOr", "bool");
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        return engine["a" /* ENGINE */].runKernelFunc((backend) => backend.logicalOr($a, $b), {
+          $a,
+          $b,
+        });
+      }
+      /**
+       * Returns the truth value of `a XOR b` element-wise. Supports broadcasting.
+       *
+       * ```js
+       * const a = tf.tensor1d([false, false, true, true], 'bool');
+       * const b = tf.tensor1d([false, true, false, true], 'bool');
+       *
+       * a.logicalXor(b).print();
+       * ```
+       *
+       * @param a The first input tensor. Must be of dtype bool.
+       * @param b The second input tensor. Must be of dtype bool.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function logicalXor_(a, b) {
+        const $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "logicalXor", "bool");
+        const $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "logicalXor", "bool");
+        assertAndGetBroadcastShape($a.shape, $b.shape);
+        // x ^ y = (x | y) & ~(x & y)
+        return logicalOr(a, b).logicalAnd(logicalAnd(a, b).logicalNot());
+      }
+      /**
+       * Returns the elements, either `a` or `b` depending on the `condition`.
+       *
+       * If the condition is true, select from `a`, otherwise select from `b`.
+       *
+       * ```js
+       * const cond = tf.tensor1d([false, false, true], 'bool');
+       * const a = tf.tensor1d([1 , 2, 3]);
+       * const b = tf.tensor1d([-1, -2, -3]);
+       *
+       * a.where(cond, b).print();
+       * ```
+       *
+       * @param condition The input condition. Must be of dtype bool.
+       * @param a If `condition` is rank 1, `a` may have a higher rank but
+       *     its first dimension must match the size of `condition`.
+       * @param b A tensor with the same shape and type as `a`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      function where_(condition, a, b) {
+        const $a = Object(tensor_util_env["a" /* convertToTensor */])(a, "a", "where");
+        const $b = Object(tensor_util_env["a" /* convertToTensor */])(b, "b", "where");
+        const $condition = Object(tensor_util_env["a" /* convertToTensor */])(
+          condition,
+          "condition",
+          "where",
+          "bool"
+        );
+        Object(util["assertShapesMatch"])($a.shape, $b.shape, "Error in where: ");
+        if ($condition.rank === 1) {
+          // If condition rank is 1, then the first dimension must match the size of
+          // condition.
+          Object(util["assert"])(
+            $condition.shape[0] === $a.shape[0],
+            () => "The first dimension of `a` must match the size of `condition`."
+          );
+        } else {
+          // A must have the same shape as condition.
+          Object(util["assertShapesMatch"])($condition.shape, $b.shape, "Error in where: ");
+        }
+        // TODO(julianoks): Return null for condition gradient
+        // when backprop supports it.
+        const grad = (dy, saved) => {
+          const [$condition] = saved;
+          return {
+            condition: () => Object(tensor_ops["o" /* zerosLike */])($condition).toFloat(),
+            t: () => dy.mul($condition.cast(dy.dtype)),
+            e: () => dy.mul($condition.logicalNot().cast(dy.dtype)),
+          };
+        };
+        const inputs = { condition: $condition, t: $a, e: $b };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend, save) => {
+            const res = backend.select($condition, $a, $b);
+            save([$condition]);
+            return res;
+          },
+          inputs,
+          grad,
+          kernel_names["kb" /* SelectV2 */]
+        );
+      }
+      /**
+       * Returns the coordinates of true elements of condition.
+       *
+       * The coordinates are returned in a 2-D tensor where the first dimension (rows)
+       * represents the number of true elements, and the second dimension (columns)
+       * represents the coordinates of the true elements. Keep in mind, the shape of
+       * the output tensor can vary depending on how many true values there are in
+       * input. Indices are output in row-major order. The resulting tensor has the
+       * shape `[numTrueElems, condition.rank]`.
+       *
+       * This is analogous to calling the python `tf.where(cond)` without an x or y.
+       *
+       * ```js
+       * const cond = tf.tensor1d([false, false, true], 'bool');
+       * const result = await tf.whereAsync(cond);
+       * result.print();
+       * ```
+       */
+      /** @doc {heading: 'Operations', subheading: 'Logical'} */
+      async function whereAsync_(condition) {
+        const $condition = Object(tensor_util_env["a" /* convertToTensor */])(
+          condition,
+          "condition",
+          "whereAsync",
+          "bool"
+        );
+        const vals = await $condition.data();
+        const res = whereImpl($condition.shape, vals);
+        if (condition !== $condition) {
+          $condition.dispose();
+        }
+        return res;
+      }
+      const logicalAnd = Object(operation["a" /* op */])({ logicalAnd_ });
+      const logicalNot = Object(operation["a" /* op */])({ logicalNot_ });
+      const logicalOr = Object(operation["a" /* op */])({ logicalOr_ });
+      const logicalXor = Object(operation["a" /* op */])({ logicalXor_ });
+      const where = Object(operation["a" /* op */])({ where_ });
+      const whereAsync = whereAsync_;
+      //# sourceMappingURL=logical_ops.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/pow.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the power of one `tf.Tensor` to another. Supports broadcasting.
+       *
+       * Given a `tf.Tensor` x and a `tf.Tensor` y, this operation computes x^y for
+       * corresponding elements in x and y. The result's dtype will be the upcasted
+       * type of the `base` and `exp` dtypes.
+       *
+       * ```js
+       * const a = tf.tensor([[2, 3], [4, 5]])
+       * const b = tf.tensor([[1, 2], [3, 0]]).toInt();
+       *
+       * a.pow(b).print();  // or tf.pow(a, b)
+       * ```
+       *
+       * ```js
+       * const a = tf.tensor([[1, 2], [3, 4]])
+       * const b = tf.tensor(2).toInt();
+       *
+       * a.pow(b).print();  // or tf.pow(a, b)
+       * ```
+       * We also expose `powStrict` which has the same signature as this op and
+       * asserts that `base` and `exp` are the same shape (does not broadcast).
+       *
+       * @param base The base `tf.Tensor` to pow element-wise.
+       * @param exp The exponent `tf.Tensor` to pow element-wise.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Arithmetic'} */
+      function pow_(base, exp) {
+        let $base = Object(tensor_util_env["a" /* convertToTensor */])(base, "base", "pow");
+        let $exp = Object(tensor_util_env["a" /* convertToTensor */])(exp, "exp", "pow");
+        [$base, $exp] = Object(tensor_util["makeTypesMatch"])($base, $exp);
+        const inputs = { a: $base, b: $exp };
+        const forward = (backend, save) => {
+          const y = backend.pow($base, $exp);
+          save([$base, $exp, y]);
+          return y;
+        };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["fb" /* Pow */]
+        );
+      }
+      const pow = Object(operation["a" /* op */])({ pow_ });
+      //# sourceMappingURL=pow.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Pow_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const powGradConfig = {
+        kernelName: kernel_names["fb" /* Pow */],
+        inputsToSave: ["a", "b"],
+        outputsToSave: [true],
+        gradFunc: (dy, saved) => {
+          const [a, b, y] = saved;
+          const base = a;
+          const exp = b;
+          const outShape = assertAndGetBroadcastShape(base.shape, exp.shape);
+          const derBase = () => {
+            const expFloat = cast(exp, "float32");
+            let res = mul(
+              dy,
+              mul(expFloat, pow(base, sub(expFloat, Object(tensor_ops["e" /* scalar */])(1))))
+            );
+            const reduceAxes = getReductionAxes(base.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = sum(res, reduceAxes);
+            }
+            return reshape(res, base.shape);
+          };
+          const derExp = () => {
+            const condition = greater(base, 0);
+            const logBase = where(
+              condition,
+              log(base),
+              Object(tensor_ops["o" /* zerosLike */])(base)
+            );
+            let res = mul(dy, mul(y, logBase));
+            const reduceAxes = getReductionAxes(exp.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = sum(res, reduceAxes);
+            }
+            return reshape(res, exp.shape);
+          };
+          return { a: derBase, b: derExp };
+        },
+      };
+      //# sourceMappingURL=Pow_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Prelu_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const preluGradConfig = {
+        kernelName: kernel_names["gb" /* Prelu */],
+        inputsToSave: ["x", "alpha"],
+        gradFunc: (dy, saved) => {
+          const [x, alpha] = saved;
+          const mask = greater(x, 0);
+          return {
+            x: () => where(mask, dy, mul(dy, alpha)),
+            alpha: () => {
+              let res = where(mask, Object(tensor_ops["o" /* zerosLike */])(dy), mul(dy, x));
+              const reduceAxes = getReductionAxes(alpha.shape, dy.shape);
+              if (reduceAxes.length > 0) {
+                res = sum(res, reduceAxes);
+              }
+              return reshape(res, alpha.shape);
+            },
+          };
+        },
+      };
+      //# sourceMappingURL=Prelu_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Relu6_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const relu6GradConfig = {
+        kernelName: kernel_names["jb" /* Relu6 */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved) => {
+          const [x] = saved;
+          const mask = mul(lessEqual(x, 6), unary_ops_step(x));
+          return { x: () => mul(dy, cast(mask, "float32")) };
+        },
+      };
+      //# sourceMappingURL=Relu6_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Relu_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const reluGradConfig = {
+        kernelName: kernel_names["ib" /* Relu */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved) => {
+          const [x] = saved;
+          return { x: () => mul(dy, cast(unary_ops_step(x), "float32")) };
+        },
+      };
+      //# sourceMappingURL=Relu_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/selu_util.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      const SELU_SCALEALPHA = 1.7580993408473768599402175208123;
+      const SELU_SCALE = 1.0507009873554804934193349852946;
+      //# sourceMappingURL=selu_util.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Selu_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const seluGradConfig = {
+        kernelName: kernel_names["lb" /* Selu */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved) => {
+          const [x] = saved;
+          return {
+            x: () => {
+              const mask = greater(x, Object(tensor_ops["e" /* scalar */])(0));
+              const scaleAlpha = Object(tensor_ops["e" /* scalar */])(SELU_SCALEALPHA);
+              const scale = Object(tensor_ops["e" /* scalar */])(SELU_SCALE);
+              const greaterThanZeroDer = mul(dy, scale);
+              const lessEqualZeroDer = mul(mul(dy, scaleAlpha), unary_ops_exp(cast(x, "float32")));
+              return where(mask, greaterThanZeroDer, lessEqualZeroDer);
+            },
+          };
+        },
+      };
+      //# sourceMappingURL=Selu_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/batch_to_space_nd.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * This operation reshapes the "batch" dimension 0 into `M + 1` dimensions of
+       * shape `blockShape + [batch]`, interleaves these blocks back into the grid
+       * defined by the spatial dimensions `[1, ..., M]`, to obtain a result with
+       * the same rank as the input. The spatial dimensions of this intermediate
+       * result are then optionally cropped according to `crops` to produce the
+       * output. This is the reverse of `tf.spaceToBatchND`. See below for a precise
+       * description.
+       *
+       * ```js
+       * const x = tf.tensor4d([1, 2, 3, 4], [4, 1, 1, 1]);
+       * const blockShape = [2, 2];
+       * const crops = [[0, 0], [0, 0]];
+       *
+       * x.batchToSpaceND(blockShape, crops).print();
+       * ```
+       *
+       * @param x A `tf.Tensor`. N-D with `x.shape` = `[batch] + spatialShape +
+       * remainingShape`, where spatialShape has `M` dimensions.
+       * @param blockShape A 1-D array. Must have shape `[M]`, all values must
+       * be >= 1.
+       * @param crops A 2-D array.  Must have shape `[M, 2]`, all values must be >= 0.
+       * `crops[i] = [cropStart, cropEnd]` specifies the amount to crop from input
+       * dimension `i + 1`, which corresponds to spatial dimension `i`. It is required
+       * that `cropStart[i] + cropEnd[i] <= blockShape[i] * inputShape[i + 1]`
+       *
+       * This operation is equivalent to the following steps:
+       *
+       * 1. Reshape `x` to `reshaped` of shape: `[blockShape[0], ...,
+       * blockShape[M-1], batch / prod(blockShape), x.shape[1], ...,
+       * x.shape[N-1]]`
+       *
+       * 2. Permute dimensions of `reshaped`to produce `permuted` of shape `[batch /
+       * prod(blockShape),x.shape[1], blockShape[0], ..., x.shape[M],
+       * blockShape[M-1],x.shape[M+1], ..., x.shape[N-1]]`
+       *
+       * 3. Reshape `permuted` to produce `reshapedPermuted` of shape `[batch /
+       * prod(blockShape),x.shape[1] * blockShape[0], ..., x.shape[M] *
+       * blockShape[M-1],x.shape[M+1], ..., x.shape[N-1]]`
+       *
+       * 4. Crop the start and end of dimensions `[1, ..., M]` of `reshapedPermuted`
+       * according to `crops` to produce the output of shape: `[batch /
+       * prod(blockShape),x.shape[1] * blockShape[0] - crops[0,0] - crops[0,1],
+       * ..., x.shape[M] * blockShape[M-1] - crops[M-1,0] -
+       * crops[M-1,1],x.shape[M+1], ..., x.shape[N-1]]`
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function batchToSpaceND_(x, blockShape, crops) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "batchToSpaceND");
+        const prod = blockShape.reduce((a, b) => a * b);
+        util["assert"](
+          $x.rank >= 1 + blockShape.length,
+          () =>
+            `input rank is ${$x.rank} but should be > than blockShape.length ${blockShape.length}`
+        );
+        util["assert"](
+          crops.length === blockShape.length,
+          () =>
+            `crops.length is ${crops.length} but should be equal to blockShape.length  ${blockShape.length}`
+        );
+        util["assert"](
+          $x.shape[0] % prod === 0,
+          () =>
+            `input tensor batch is ${$x.shape[0]} but is not divisible by the product of ` +
+            `the elements of blockShape ${blockShape.join(" * ")} === ${prod}`
+        );
+        const forward = (backend) => {
+          return backend.batchToSpaceND($x, blockShape, crops);
+        };
+        const inputs = { x: $x };
+        const attrs = { blockShape, crops };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* gradient */,
+          kernel_names["i" /* BatchToSpaceND */],
+          attrs
+        );
+      }
+      const batchToSpaceND = Object(operation["a" /* op */])({ batchToSpaceND_ });
+      //# sourceMappingURL=batch_to_space_nd.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/SpaceToBatchND_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const spaceToBatchNDGradConfig = {
+        kernelName: kernel_names["mb" /* SpaceToBatchND */],
+        gradFunc: (dy, saved, attrs) => {
+          const { blockShape, paddings } = attrs;
+          return { x: () => batchToSpaceND(dy, blockShape, paddings) };
+        },
+      };
+      //# sourceMappingURL=SpaceToBatchND_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/SplitV_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const splitVGradConfig = {
+        kernelName: kernel_names["nb" /* SplitV */],
+        gradFunc: (dy, saved, attrs) => {
+          const { axis } = attrs;
+          return { x: () => concat(dy, axis) };
+        },
+      };
+      //# sourceMappingURL=SplitV_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Square_grad.js
+      /**
+       * @license
+       * Copyright 2019 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const squareGradConfig = {
+        kernelName: kernel_names["ob" /* Square */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved) => {
+          const [x] = saved;
+          return { x: () => mul(dy, mul(x.toFloat(), 2)) };
+        },
+      };
+      //# sourceMappingURL=Square_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/SquaredDifference_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const squaredDifferenceGradConfig = {
+        kernelName: kernel_names["pb" /* SquaredDifference */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const two = Object(tensor_ops["e" /* scalar */])(2);
+          const derA = () => mul(dy, mul(two, sub(a, b)));
+          const derB = () => mul(dy, mul(two, sub(b, a)));
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=SquaredDifference_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Sub_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const subGradConfig = {
+        kernelName: kernel_names["qb" /* Sub */],
+        inputsToSave: ["a", "b"],
+        gradFunc: (dy, saved) => {
+          const [a, b] = saved;
+          const outShape = assertAndGetBroadcastShape(a.shape, b.shape);
+          const derA = () => {
+            let res = dy;
+            const reduceAxes = getReductionAxes(a.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = sum(res, reduceAxes);
+            }
+            return reshape(res, a.shape);
+          };
+          const derB = () => {
+            let res = dy;
+            const reduceAxes = getReductionAxes(b.shape, outShape);
+            if (reduceAxes.length > 0) {
+              res = sum(res, reduceAxes);
+            }
+            return reshape(neg(res), b.shape);
+          };
+          return { a: derA, b: derB };
+        },
+      };
+      //# sourceMappingURL=Sub_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/pad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Pads a `tf.Tensor` with a given value and paddings.
+       *
+       * This operation currently only implements the `CONSTANT` mode.
+       *
+       * Also available are stricter rank-specific methods with the same signature
+       * as this method that assert that `paddings` is of given length.
+       *   - `tf.pad1d`
+       *   - `tf.pad2d`
+       *   - `tf.pad3d`
+       *   - `tf.pad4d`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3, 4]);
+       * x.pad([[1, 2]]).print();
+       * ```
+       * @param x The tensor to pad.
+       * @param paddings An array of length `R` (the rank of the tensor), where
+       * each element is a length-2 tuple of ints `[padBefore, padAfter]`,
+       * specifying how much to pad along each dimension of the tensor.
+       * @param constantValue The pad value to use. Defaults to 0.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Transformations'} */
+      function pad_(x, paddings, constantValue = 0) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "pad");
+        if ($x.rank === 0) {
+          throw new Error("pad(scalar) is not defined. Pass non-scalar to pad");
+        }
+        const forward = (backend, save) => {
+          save([$x]);
+          return backend.pad($x, paddings, constantValue);
+        };
+        const attrs = { paddings, constantValue };
+        const inputs = { x: $x };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["db" /* PadV2 */],
+          attrs
+        );
+      }
+      const pad_pad = Object(operation["a" /* op */])({ pad_ });
+      //# sourceMappingURL=pad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/slice_util.js
+      /**
+       * @license
+       * Copyright 2017 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      function assertParamsValid(input, begin, size) {
+        util["assert"](
+          input.rank === begin.length,
+          () =>
+            `Error in slice${input.rank}D: Length of begin ${begin} must ` +
+            `match the rank of the array (${input.rank}).`
+        );
+        util["assert"](
+          input.rank === size.length,
+          () =>
+            `Error in slice${input.rank}D: Length of size ${size} must ` +
+            `match the rank of the array (${input.rank}).`
+        );
+        for (let i = 0; i < input.rank; ++i) {
+          util["assert"](
+            begin[i] + size[i] <= input.shape[i],
+            () =>
+              `Error in slice${input.rank}D: begin[${i}] + size[${i}] ` +
+              `(${begin[i] + size[i]}) would overflow input.shape[${i}] (${input.shape[i]})`
+          );
+        }
+      }
+      /** Converts a binary mask to an array of axes. Used in stridedSlice(). */
+      function maskToAxes(mask) {
+        const axes = [];
+        let axis = 0;
+        while (mask > 0) {
+          if (mask & 1) {
+            axes.push(axis);
+          }
+          mask /= 2;
+          axis++;
+        }
+        return axes;
+      }
+      /** Computes the output shape given the strided slice params. */
+      function slice_util_computeOutShape(begin, end, strides) {
+        const size = [];
+        for (let axis = 0; axis < begin.length; axis++) {
+          size[axis] = Math.ceil((end[axis] - begin[axis]) / strides[axis]);
+        }
+        return size;
+      }
+      // Creates full selection at the elided dimensions. If the dimension matches
+      // the ellipsis mask, override the current stride value. Otherwise, insert.
+      function stridesWithElidedDims(strides, ellipsisInsertionIndex, numElidedAxes) {
+        const newStrides = [...strides];
+        for (let i = 0; i < numElidedAxes; i++) {
+          if (i === 0) {
+            newStrides[ellipsisInsertionIndex] = 1;
+          } else {
+            newStrides.splice(
+              ellipsisInsertionIndex,
+              0 /* num elements to delete */,
+              1 /* element to add */
+            );
+            newStrides.pop();
+          }
+        }
+        return newStrides;
+      }
+      // Creates full selection at the elided dimensions. If the dimension matches
+      // the ellipsis mask, override the current start value. Otherwise, insert.
+      function startIndicesWithElidedDims(startIndices, ellipsisInsertionIndex, numElidedAxes) {
+        const newIndices = [...startIndices];
+        for (let i = 0; i < numElidedAxes; i++) {
+          if (i === 0) {
+            newIndices[ellipsisInsertionIndex] = 0;
+          } else {
+            newIndices.splice(
+              ellipsisInsertionIndex,
+              0 /* num elements to delete */,
+              0 /* element to add */
+            );
+            newIndices.pop();
+          }
+        }
+        return newIndices;
+      }
+      // Creates full selection at the elided dimensions. If the dimension matches
+      // the ellipsis mask, override the current stop value. Otherwise, insert.
+      function stopIndicesWithElidedDims(
+        stopIndices,
+        ellipsisInsertionIndex,
+        numElidedAxes,
+        inputShape
+      ) {
+        const newIndices = [...stopIndices];
+        for (let i = 0; i < numElidedAxes; i++) {
+          if (i === 0) {
+            newIndices[ellipsisInsertionIndex] = Number.MAX_SAFE_INTEGER;
+          } else {
+            newIndices.splice(
+              ellipsisInsertionIndex,
+              0 /* num elements to delete */,
+              Number.MAX_SAFE_INTEGER /* element to add */
+            );
+            newIndices.pop();
+          }
+        }
+        for (let i = 0; i < newIndices.length; i++) {
+          newIndices[i] = util["clamp"](0, newIndices[i], inputShape[i]);
+        }
+        return newIndices;
+      }
+      function stridesForAxis(strides, axis, ellipsisMask) {
+        let stride = strides[axis];
+        if (ellipsisMask & (1 << axis) || stride == null) {
+          stride = 1;
+        }
+        return stride;
+      }
+      function startForAxis(beginMask, startIndices, strides, inputShape, axis, ellipsisMask) {
+        // Begin with the specified index
+        let start = startIndices[axis];
+        const stride = strides[axis] || 1;
+        // Check the axis bit from right of masked axes, or the begin index is not set
+        // for the axis.
+        if (beginMask & (1 << axis) || ellipsisMask & (1 << axis) || start == null) {
+          if (stride > 0) {
+            // Forward iteration - use the first element. These values will get
+            // clamped below (Note: We could have set them to 0 and axis_size-1, but
+            // use lowest() and max() to maintain symmetry with StopForAxis())
+            start = Number.MIN_SAFE_INTEGER;
+          } else {
+            // Backward iteration - use the last element.
+            start = Number.MAX_SAFE_INTEGER;
+          }
+        }
+        // Handle negative indices
+        const axisSize = inputShape[axis];
+        if (start < 0) {
+          start += axisSize;
+        }
+        // Clamping
+        start = util["clamp"](0, start, axisSize - 1);
+        return start;
+      }
+      function stopForAxis(endMask, stopIndices, strides, inputShape, axis, ellipsisMask) {
+        // Begin with the specified index
+        let stop = stopIndices[axis];
+        const stride = strides[axis] || 1;
+        // Check the axis bit from right of masked axes, or if the stop index is not
+        // set for this axis.
+        if (endMask & (1 << axis) || ellipsisMask & (1 << axis) || stop == null) {
+          if (stride > 0) {
+            // Forward iteration - use the last element. These values will get
+            // clamped below
+            stop = Number.MAX_SAFE_INTEGER;
+          } else {
+            // Backward iteration - use the first element.
+            stop = Number.MIN_SAFE_INTEGER;
+          }
+        }
+        // Handle negative indices
+        const axisSize = inputShape[axis];
+        if (stop < 0) {
+          stop += axisSize;
+        }
+        // Clamping
+        // Because the end index points one past the last element, we need slightly
+        // different clamping ranges depending on the direction.
+        if (stride > 0) {
+          // Forward iteration
+          stop = util["clamp"](0, stop, axisSize);
+        } else {
+          // Backward iteration
+          stop = util["clamp"](-1, stop, axisSize - 1);
+        }
+        return stop;
+      }
+      /**
+       * Returns true if the slice occupies a continous set of elements in the
+       * 'flat' space.
+       */
+      function isSliceContinous(shape, begin, size) {
+        // Index of the first axis that has size > 1.
+        let firstNonOneAxis = size.length;
+        for (let i = 0; i < size.length; i++) {
+          if (size[i] > 1) {
+            firstNonOneAxis = i;
+            break;
+          }
+        }
+        for (let i = firstNonOneAxis + 1; i < size.length; i++) {
+          if (begin[i] > 0 || size[i] !== shape[i]) {
+            return false;
+          }
+        }
+        return true;
+      }
+      function computeFlatOffset(begin, strides) {
+        let flatOffset = begin.length > 0 ? begin[begin.length - 1] : 1;
+        for (let i = 0; i < begin.length - 1; i++) {
+          flatOffset += begin[i] * strides[i];
+        }
+        return flatOffset;
+      }
+      //# sourceMappingURL=slice_util.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/slice.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Extracts a 1D slice from 1D array starting at coordinates `begin` and is
+       * of length `size`. See `slice` for details.
+       */
+      function slice1d_(x, begin, size) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "slice1d");
+        util["assert"](
+          $x.rank === 1,
+          () => `slice1d expects a rank-1 tensor, but got a rank-${$x.rank} tensor`
+        );
+        return slice($x, [begin], [size]);
+      }
+      /**
+       * Extracts a 2D slice from a 2D array starting at coordinates `begin` and
+       * is of size `size`. See `slice` for details.
+       */
+      function slice2d_(x, begin, size) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "slice2d");
+        util["assert"](
+          $x.rank === 2,
+          () => `slice2d expects a rank-2 tensor, but got a rank-${$x.rank} tensor`
+        );
+        return slice($x, begin, size);
+      }
+      /**
+       * Extracts a 3D slice from a 3D array starting at coordinates `begin` and
+       * is of size `size`. See `slice` for details.
+       */
+      function slice3d_(x, begin, size) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "slice3d");
+        util["assert"](
+          $x.rank === 3,
+          () => `slice3d expects a rank-3 tensor, but got a rank-${$x.rank} tensor`
+        );
+        return slice($x, begin, size);
+      }
+      /**
+       * Extracts a 4D slice from a 4D array starting at coordinates `begin` and
+       * is of size `size`. See `slice` for details.
+       */
+      function slice4d_(x, begin, size) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "slice4d");
+        util["assert"](
+          $x.rank === 4,
+          () => `slice4d expects a rank-4 tensor, but got a rank-${$x.rank} tensor`
+        );
+        return slice($x, begin, size);
+      }
+      /**
+       * Extracts a slice from a `tf.Tensor` starting at coordinates `begin`
+       * and is of size `size`.
+       *
+       * Also available are stricter rank-specific methods with the same signature
+       * as this method that assert that `x` is of the given rank:
+       *   - `tf.slice1d`
+       *   - `tf.slice2d`
+       *   - `tf.slice3d`
+       *   - `tf.slice4d`
+       *
+       * ```js
+       * const x = tf.tensor1d([1, 2, 3, 4]);
+       *
+       * x.slice([1], [2]).print();
+       * ```
+       *
+       * ```js
+       * const x = tf.tensor2d([1, 2, 3, 4], [2, 2]);
+       *
+       * x.slice([1, 0], [1, 2]).print();
+       * ```
+       * @param x The input `tf.Tensor` to slice from.
+       * @param begin The coordinates to start the slice from. The length can be
+       *     less than the rank of x - the rest of the axes will have implicit 0 as
+       *     start. Can also be a single number, in which case it specifies the
+       *     first axis.
+       * @param size The size of the slice. The length can be less than the rank of
+       *     x - the rest of the axes will have implicit -1. A value of -1 requests
+       *     the rest of the dimensions in the axis. Can also be a single number,
+       *     in which case it specifies the size of the first axis.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Slicing and Joining'} */
+      function slice_(x, begin, size) {
+        const $x = Object(tensor_util_env["a" /* convertToTensor */])(x, "x", "slice");
+        if ($x.rank === 0) {
+          throw new Error("Slicing scalar is not possible");
+        }
+        // The following logic allows for more ergonomic calls.
+        let begin_;
+        if (typeof begin === "number") {
+          begin_ = [begin, ...new Array($x.rank - 1).fill(0)];
+        } else if (begin.length < $x.rank) {
+          begin_ = begin.concat(new Array($x.rank - begin.length).fill(0));
+        } else {
+          begin_ = begin.slice();
+        }
+        begin_.forEach((d) => {
+          util["assert"](d !== -1, () => "slice() does not support negative begin indexing.");
+        });
+        let size_;
+        if (size == null) {
+          size_ = new Array($x.rank).fill(-1);
+        } else if (typeof size === "number") {
+          size_ = [size, ...new Array($x.rank - 1).fill(-1)];
+        } else if (size.length < $x.rank) {
+          size_ = size.concat(new Array($x.rank - size.length).fill(-1));
+        } else {
+          size_ = size;
+        }
+        size_ = size_.map((d, i) => {
+          if (d >= 0) {
+            return d;
+          } else {
+            util["assert"](
+              d === -1,
+              () =>
+                `Negative size values should be exactly -1 but got ` +
+                `${d} for the slice() size at index ${i}.`
+            );
+            return $x.shape[i] - begin_[i];
+          }
+        });
+        assertParamsValid($x, begin_, size_);
+        const inputShape = $x.shape;
+        const grad = (dy) => {
+          // Create an Nx2 padding where the first column represents how many
+          // zeros are prepended (at start) for each dimension, and the second
+          // column indicates how many zeros are appended (at end).
+          // The number of zeros to append is the shape of the input
+          // elementwise-subtracted by both the begin vector and sizes vector.
+          const paddings = [];
+          for (let i = 0; i < dy.rank; i++) {
+            paddings.push([begin_[i], inputShape[i] - begin_[i] - size_[i]]);
+          }
+          return { x: () => pad_pad(dy, paddings) };
+        };
+        const attrs = { begin: begin_, size: size_ };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          (backend) => backend.slice($x, begin_, size_),
+          { x: $x },
+          grad,
+          "Slice",
+          attrs
+        );
+      }
+      const slice = Object(operation["a" /* op */])({ slice_ });
+      const slice1d = Object(operation["a" /* op */])({ slice1d_ });
+      const slice2d = Object(operation["a" /* op */])({ slice2d_ });
+      const slice3d = Object(operation["a" /* op */])({ slice3d_ });
+      const slice4d = Object(operation["a" /* op */])({ slice4d_ });
+      //# sourceMappingURL=slice.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Tile_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const tileGradConfig = {
+        kernelName: kernel_names["rb" /* Tile */],
+        inputsToSave: ["x"],
+        gradFunc: (dy, saved, attrs) => {
+          const [x] = saved;
+          const { reps } = attrs;
+          const derX = () => {
+            let xGrad = Object(tensor_ops["o" /* zerosLike */])(x);
+            // TODO(cais): Maybe reduce memory footprint by avoiding repeated
+            // slicing.
+            if (x.rank === 1) {
+              for (let i = 0; i < reps[0]; ++i) {
+                xGrad = add(xGrad, slice(dy, [i * x.shape[0]], [x.shape[0]]));
+              }
+            } else if (x.rank === 2) {
+              for (let i = 0; i < reps[0]; ++i) {
+                for (let j = 0; j < reps[1]; ++j) {
+                  xGrad = add(
+                    xGrad,
+                    slice(dy, [i * x.shape[0], j * x.shape[1]], [x.shape[0], x.shape[1]])
+                  );
+                }
+              }
+            } else if (x.rank === 3) {
+              for (let i = 0; i < reps[0]; ++i) {
+                for (let j = 0; j < reps[1]; ++j) {
+                  for (let k = 0; k < reps[2]; ++k) {
+                    xGrad = add(
+                      xGrad,
+                      slice(
+                        dy,
+                        [i * x.shape[0], j * x.shape[1], k * x.shape[2]],
+                        [x.shape[0], x.shape[1], x.shape[2]]
+                      )
+                    );
+                  }
+                }
+              }
+            } else if (x.rank === 4) {
+              for (let i = 0; i < reps[0]; ++i) {
+                for (let j = 0; j < reps[1]; ++j) {
+                  for (let k = 0; k < reps[2]; ++k) {
+                    for (let l = 0; l < reps[3]; ++l) {
+                      xGrad = add(
+                        xGrad,
+                        slice(
+                          dy,
+                          [i * x.shape[0], j * x.shape[1], k * x.shape[2], l * x.shape[3]],
+                          [x.shape[0], x.shape[1], x.shape[2], x.shape[3]]
+                        )
+                      );
+                    }
+                  }
+                }
+              }
+            } else {
+              throw new Error(
+                `Gradient for tile operation is not implemented for rank-` +
+                  `${x.rank} tensors yet.`
+              );
+            }
+            return xGrad;
+          };
+          return { x: derX };
+        },
+      };
+      //# sourceMappingURL=Tile_grad.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/gradients/Transpose_grad.js
+      /**
+       * @license
+       * Copyright 2020 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const transposeGradConfig = {
+        kernelName: kernel_names["sb" /* Transpose */],
+        gradFunc: (dy, saved, attrs) => {
+          const transposeAttrs = attrs;
+          const { perm } = transposeAttrs;
+          const undoPerm = getUndoAxesPermutation(perm);
+          return { x: () => transpose(dy, undoPerm) };
+        },
+      };
+      //# sourceMappingURL=Transpose_grad.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/kernel_registry.js
+      var kernel_registry = __webpack_require__(17);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/register_all_gradients.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      // Export all kernel configs here so that the package can auto register them
+      const gradConfigs = [
+        addGradConfig,
+        addNGradConfig,
+        atan2GradConfig,
+        avgPoolGradConfig,
+        avgPool3DGradConfig,
+        batchMatMulGradConfig,
+        batchToSpaceNDGradConfig,
+        broadcastToGradConfig,
+        concatGradConfig,
+        conv2DGradConfig,
+        conv2DBackpropInputGradConfig,
+        conv3DGradConfig,
+        cumsumGradConfig,
+        depthwiseConv2dNativeGradConfig,
+        divGradConfig,
+        eluGradConfig,
+        floorDivGradConfig,
+        fusedBatchNormGradConfig,
+        greaterEqualGradConfig,
+        identityGradConfig,
+        lrnGradConfig,
+        oneHotGradConfig,
+        padV2GradConfig,
+        splitVGradConfig,
+        maxGradConfig,
+        spaceToBatchNDGradConfig,
+        maxGradConfig,
+        maximumGradConfig,
+        maxPoolGradConfig,
+        maxPool3DGradConfig,
+        minimumGradConfig,
+        modGradConfig,
+        multiplyGradConfig,
+        oneHotGradConfig,
+        padV2GradConfig,
+        powGradConfig,
+        preluGradConfig,
+        reluGradConfig,
+        relu6GradConfig,
+        seluGradConfig,
+        spaceToBatchNDGradConfig,
+        splitVGradConfig,
+        squareGradConfig,
+        squaredDifferenceGradConfig,
+        tileGradConfig,
+        transposeGradConfig,
+        subGradConfig,
+      ];
+      for (const gradientConfig of gradConfigs) {
+        Object(kernel_registry["d" /* registerGradient */])(gradientConfig);
+      }
+      //# sourceMappingURL=register_all_gradients.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/environment.js
+      var environment = __webpack_require__(10);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/platforms/platform_browser.js
+      /**
+       * @license
+       * Copyright 2019 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      class PlatformBrowser {
+        fetch(path, init) {
+          return fetch(path, init);
+        }
+        now() {
+          return performance.now();
+        }
+        encode(text, encoding) {
+          if (encoding !== "utf-8" && encoding !== "utf8") {
+            throw new Error(`Browser's encoder only supports utf-8, but got ${encoding}`);
+          }
+          if (this.textEncoder == null) {
+            this.textEncoder = new TextEncoder();
+          }
+          return this.textEncoder.encode(text);
+        }
+        decode(bytes, encoding) {
+          return new TextDecoder(encoding).decode(bytes);
+        }
+      }
+      if (Object(environment["c" /* env */])().get("IS_BROWSER")) {
+        Object(environment["c" /* env */])().setPlatform("browser", new PlatformBrowser());
+      }
+      //# sourceMappingURL=platform_browser.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/platforms/platform_node.js
+      var platform_node = __webpack_require__(62);
+
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/io_utils.js
+      var io_utils = __webpack_require__(13);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/router_registry.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      class IORouterRegistry {
+        constructor() {
+          this.saveRouters = [];
+          this.loadRouters = [];
+        }
+        static getInstance() {
+          if (IORouterRegistry.instance == null) {
+            IORouterRegistry.instance = new IORouterRegistry();
+          }
+          return IORouterRegistry.instance;
+        }
+        /**
+         * Register a save-handler router.
+         *
+         * @param saveRouter A function that maps a URL-like string onto an instance
+         * of `IOHandler` with the `save` method defined or `null`.
+         */
+        static registerSaveRouter(saveRouter) {
+          IORouterRegistry.getInstance().saveRouters.push(saveRouter);
+        }
+        /**
+         * Register a load-handler router.
+         *
+         * @param loadRouter A function that maps a URL-like string onto an instance
+         * of `IOHandler` with the `load` method defined or `null`.
+         */
+        static registerLoadRouter(loadRouter) {
+          IORouterRegistry.getInstance().loadRouters.push(loadRouter);
+        }
+        /**
+         * Look up IOHandler for saving, given a URL-like string.
+         *
+         * @param url
+         * @returns If only one match is found, an instance of IOHandler with the
+         * `save` method defined. If no match is found, `null`.
+         * @throws Error, if more than one match is found.
+         */
+        static getSaveHandlers(url) {
+          return IORouterRegistry.getHandlers(url, "save");
+        }
+        /**
+         * Look up IOHandler for loading, given a URL-like string.
+         *
+         * @param url
+         * @param loadOptions Optional, custom load options.
+         * @returns All valid handlers for `url`, given the currently registered
+         *   handler routers.
+         */
+        static getLoadHandlers(url, loadOptions) {
+          return IORouterRegistry.getHandlers(url, "load", loadOptions);
+        }
+        static getHandlers(url, handlerType, loadOptions) {
+          const validHandlers = [];
+          const routers =
+            handlerType === "load"
+              ? IORouterRegistry.getInstance().loadRouters
+              : IORouterRegistry.getInstance().saveRouters;
+          routers.forEach((router) => {
+            const handler = router(url, loadOptions);
+            if (handler !== null) {
+              validHandlers.push(handler);
+            }
+          });
+          return validHandlers;
+        }
+      }
+      const registerSaveRouter = (loudRouter) => IORouterRegistry.registerSaveRouter(loudRouter);
+      const registerLoadRouter = (loudRouter) => IORouterRegistry.registerLoadRouter(loudRouter);
+      const getSaveHandlers = (url) => IORouterRegistry.getSaveHandlers(url);
+      const getLoadHandlers = (url, loadOptions) =>
+        IORouterRegistry.getLoadHandlers(url, loadOptions);
+      //# sourceMappingURL=router_registry.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/model_management.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      /**
+       * Classes and functions for model management across multiple storage mediums.
+       *
+       * Supported client actions:
+       * - Listing models on all registered storage mediums.
+       * - Remove model by URL from any registered storage mediums, by using URL
+       *   string.
+       * - Moving or copying model from one path to another in the same medium or from
+       *   one medium to another, by using URL strings.
+       */
+
+      const URL_SCHEME_SUFFIX = "://";
+      class model_management_ModelStoreManagerRegistry {
+        constructor() {
+          this.managers = {};
+        }
+        static getInstance() {
+          if (model_management_ModelStoreManagerRegistry.instance == null) {
+            model_management_ModelStoreManagerRegistry.instance =
+              new model_management_ModelStoreManagerRegistry();
+          }
+          return model_management_ModelStoreManagerRegistry.instance;
+        }
+        /**
+         * Register a save-handler router.
+         *
+         * @param saveRouter A function that maps a URL-like string onto an instance
+         * of `IOHandler` with the `save` method defined or `null`.
+         */
+        static registerManager(scheme, manager) {
+          Object(util["assert"])(scheme != null, () => "scheme must not be undefined or null.");
+          if (scheme.endsWith(URL_SCHEME_SUFFIX)) {
+            scheme = scheme.slice(0, scheme.indexOf(URL_SCHEME_SUFFIX));
+          }
+          Object(util["assert"])(scheme.length > 0, () => "scheme must not be an empty string.");
+          const registry = model_management_ModelStoreManagerRegistry.getInstance();
+          Object(util["assert"])(
+            registry.managers[scheme] == null,
+            () => `A model store manager is already registered for scheme '${scheme}'.`
+          );
+          registry.managers[scheme] = manager;
+        }
+        static getManager(scheme) {
+          const manager = this.getInstance().managers[scheme];
+          if (manager == null) {
+            throw new Error(`Cannot find model manager for scheme '${scheme}'`);
+          }
+          return manager;
+        }
+        static getSchemes() {
+          return Object.keys(this.getInstance().managers);
+        }
+      }
+      /**
+       * Helper method for parsing a URL string into a scheme and a path.
+       *
+       * @param url E.g., 'localstorage://my-model'
+       * @returns A dictionary with two fields: scheme and path.
+       *   Scheme: e.g., 'localstorage' in the example above.
+       *   Path: e.g., 'my-model' in the example above.
+       */
+      function parseURL(url) {
+        if (url.indexOf(URL_SCHEME_SUFFIX) === -1) {
+          throw new Error(
+            `The url string provided does not contain a scheme. ` +
+              `Supported schemes are: ` +
+              `${model_management_ModelStoreManagerRegistry.getSchemes().join(",")}`
+          );
+        }
+        return {
+          scheme: url.split(URL_SCHEME_SUFFIX)[0],
+          path: url.split(URL_SCHEME_SUFFIX)[1],
+        };
+      }
+      async function cloneModelInternal(sourceURL, destURL, deleteSource = false) {
+        Object(util["assert"])(
+          sourceURL !== destURL,
+          () => `Old path and new path are the same: '${sourceURL}'`
+        );
+        const loadHandlers = IORouterRegistry.getLoadHandlers(sourceURL);
+        Object(util["assert"])(
+          loadHandlers.length > 0,
+          () => `Copying failed because no load handler is found for source URL ${sourceURL}.`
+        );
+        Object(util["assert"])(
+          loadHandlers.length < 2,
+          () =>
+            `Copying failed because more than one (${loadHandlers.length}) ` +
+            `load handlers for source URL ${sourceURL}.`
+        );
+        const loadHandler = loadHandlers[0];
+        const saveHandlers = IORouterRegistry.getSaveHandlers(destURL);
+        Object(util["assert"])(
+          saveHandlers.length > 0,
+          () =>
+            `Copying failed because no save handler is found for destination ` + `URL ${destURL}.`
+        );
+        Object(util["assert"])(
+          saveHandlers.length < 2,
+          () =>
+            `Copying failed because more than one (${loadHandlers.length}) ` +
+            `save handlers for destination URL ${destURL}.`
+        );
+        const saveHandler = saveHandlers[0];
+        const sourceScheme = parseURL(sourceURL).scheme;
+        const sourcePath = parseURL(sourceURL).path;
+        const sameMedium = sourceScheme === parseURL(sourceURL).scheme;
+        const modelArtifacts = await loadHandler.load();
+        // If moving within the same storage medium, remove the old model as soon as
+        // the loading is done. Without doing this, it is possible that the combined
+        // size of the two models will cause the cloning to fail.
+        if (deleteSource && sameMedium) {
+          await model_management_ModelStoreManagerRegistry
+            .getManager(sourceScheme)
+            .removeModel(sourcePath);
+        }
+        const saveResult = await saveHandler.save(modelArtifacts);
+        // If moving between mediums, the deletion is done after the save succeeds.
+        // This guards against the case in which saving to the destination medium
+        // fails.
+        if (deleteSource && !sameMedium) {
+          await model_management_ModelStoreManagerRegistry
+            .getManager(sourceScheme)
+            .removeModel(sourcePath);
+        }
+        return saveResult.modelArtifactsInfo;
+      }
+      /**
+       * List all models stored in registered storage mediums.
+       *
+       * For a web browser environment, the registered mediums are Local Storage and
+       * IndexedDB.
+       *
+       * ```js
+       * // First create and save a model.
+       * const model = tf.sequential();
+       * model.add(tf.layers.dense(
+       *     {units: 1, inputShape: [10], activation: 'sigmoid'}));
+       * await model.save('localstorage://demo/management/model1');
+       *
+       * // Then list existing models.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       *
+       * // Delete the model.
+       * await tf.io.removeModel('localstorage://demo/management/model1');
+       *
+       * // List models again.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       * ```
+       *
+       * @returns A `Promise` of a dictionary mapping URLs of existing models to
+       * their model artifacts info. URLs include medium-specific schemes, e.g.,
+       *   'indexeddb://my/model/1'. Model artifacts info include type of the
+       * model's topology, byte sizes of the topology, weights, etc.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Management',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      async function listModels() {
+        const schemes = model_management_ModelStoreManagerRegistry.getSchemes();
+        const out = {};
+        for (const scheme of schemes) {
+          const schemeOut = await model_management_ModelStoreManagerRegistry
+            .getManager(scheme)
+            .listModels();
+          for (const path in schemeOut) {
+            const url = scheme + URL_SCHEME_SUFFIX + path;
+            out[url] = schemeOut[path];
+          }
+        }
+        return out;
+      }
+      /**
+       * Remove a model specified by URL from a reigstered storage medium.
+       *
+       * ```js
+       * // First create and save a model.
+       * const model = tf.sequential();
+       * model.add(tf.layers.dense(
+       *     {units: 1, inputShape: [10], activation: 'sigmoid'}));
+       * await model.save('localstorage://demo/management/model1');
+       *
+       * // Then list existing models.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       *
+       * // Delete the model.
+       * await tf.io.removeModel('localstorage://demo/management/model1');
+       *
+       * // List models again.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       * ```
+       *
+       * @param url A URL to a stored model, with a scheme prefix, e.g.,
+       *   'localstorage://my-model-1', 'indexeddb://my/model/2'.
+       * @returns ModelArtifactsInfo of the deleted model (if and only if deletion
+       *   is successful).
+       * @throws Error if deletion fails, e.g., if no model exists at `path`.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Management',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      async function removeModel(url) {
+        const schemeAndPath = parseURL(url);
+        const manager = model_management_ModelStoreManagerRegistry.getManager(schemeAndPath.scheme);
+        return manager.removeModel(schemeAndPath.path);
+      }
+      /**
+       * Copy a model from one URL to another.
+       *
+       * This function supports:
+       *
+       * 1. Copying within a storage medium, e.g.,
+       *    `tf.io.copyModel('localstorage://model-1', 'localstorage://model-2')`
+       * 2. Copying between two storage mediums, e.g.,
+       *    `tf.io.copyModel('localstorage://model-1', 'indexeddb://model-1')`
+       *
+       * ```js
+       * // First create and save a model.
+       * const model = tf.sequential();
+       * model.add(tf.layers.dense(
+       *     {units: 1, inputShape: [10], activation: 'sigmoid'}));
+       * await model.save('localstorage://demo/management/model1');
+       *
+       * // Then list existing models.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       *
+       * // Copy the model, from Local Storage to IndexedDB.
+       * await tf.io.copyModel(
+       *     'localstorage://demo/management/model1',
+       *     'indexeddb://demo/management/model1');
+       *
+       * // List models again.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       *
+       * // Remove both models.
+       * await tf.io.removeModel('localstorage://demo/management/model1');
+       * await tf.io.removeModel('indexeddb://demo/management/model1');
+       * ```
+       *
+       * @param sourceURL Source URL of copying.
+       * @param destURL Destination URL of copying.
+       * @returns ModelArtifactsInfo of the copied model (if and only if copying
+       *   is successful).
+       * @throws Error if copying fails, e.g., if no model exists at `sourceURL`, or
+       *   if `oldPath` and `newPath` are identical.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Management',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      async function copyModel(sourceURL, destURL) {
+        const deleteSource = false;
+        return cloneModelInternal(sourceURL, destURL, deleteSource);
+      }
+      /**
+       * Move a model from one URL to another.
+       *
+       * This function supports:
+       *
+       * 1. Moving within a storage medium, e.g.,
+       *    `tf.io.moveModel('localstorage://model-1', 'localstorage://model-2')`
+       * 2. Moving between two storage mediums, e.g.,
+       *    `tf.io.moveModel('localstorage://model-1', 'indexeddb://model-1')`
+       *
+       * ```js
+       * // First create and save a model.
+       * const model = tf.sequential();
+       * model.add(tf.layers.dense(
+       *     {units: 1, inputShape: [10], activation: 'sigmoid'}));
+       * await model.save('localstorage://demo/management/model1');
+       *
+       * // Then list existing models.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       *
+       * // Move the model, from Local Storage to IndexedDB.
+       * await tf.io.moveModel(
+       *     'localstorage://demo/management/model1',
+       *     'indexeddb://demo/management/model1');
+       *
+       * // List models again.
+       * console.log(JSON.stringify(await tf.io.listModels()));
+       *
+       * // Remove the moved model.
+       * await tf.io.removeModel('indexeddb://demo/management/model1');
+       * ```
+       *
+       * @param sourceURL Source URL of moving.
+       * @param destURL Destination URL of moving.
+       * @returns ModelArtifactsInfo of the copied model (if and only if copying
+       *   is successful).
+       * @throws Error if moving fails, e.g., if no model exists at `sourceURL`, or
+       *   if `oldPath` and `newPath` are identical.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Management',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      async function moveModel(sourceURL, destURL) {
+        const deleteSource = true;
+        return cloneModelInternal(sourceURL, destURL, deleteSource);
+      }
+
+      //# sourceMappingURL=model_management.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/indexed_db.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const DATABASE_NAME = "tensorflowjs";
+      const DATABASE_VERSION = 1;
+      // Model data and ModelArtifactsInfo (metadata) are stored in two separate
+      // stores for efficient access of the list of stored models and their metadata.
+      // 1. The object store for model data: topology, weights and weight manifests.
+      const MODEL_STORE_NAME = "models_store";
+      // 2. The object store for ModelArtifactsInfo, including meta-information such
+      //    as the type of topology (JSON vs binary), byte size of the topology, byte
+      //    size of the weights, etc.
+      const INFO_STORE_NAME = "model_info_store";
+      /**
+       * Delete the entire database for tensorflow.js, including the models store.
+       */
+      async function deleteDatabase() {
+        const idbFactory = getIndexedDBFactory();
+        return new Promise((resolve, reject) => {
+          const deleteRequest = idbFactory.deleteDatabase(DATABASE_NAME);
+          deleteRequest.onsuccess = () => resolve();
+          deleteRequest.onerror = (error) => reject(error);
+        });
+      }
+      function getIndexedDBFactory() {
+        if (!Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+          // TODO(cais): Add more info about what IOHandler subtypes are available.
+          //   Maybe point to a doc page on the web and/or automatically determine
+          //   the available IOHandlers and print them in the error message.
+          throw new Error(
+            "Failed to obtain IndexedDB factory because the current environment" +
+              "is not a web browser."
+          );
+        }
+        // tslint:disable-next-line:no-any
+        const theWindow = typeof window === "undefined" ? self : window;
+        const factory =
+          theWindow.indexedDB ||
+          theWindow.mozIndexedDB ||
+          theWindow.webkitIndexedDB ||
+          theWindow.msIndexedDB ||
+          theWindow.shimIndexedDB;
+        if (factory == null) {
+          throw new Error("The current browser does not appear to support IndexedDB.");
+        }
+        return factory;
+      }
+      function setUpDatabase(openRequest) {
+        const db = openRequest.result;
+        db.createObjectStore(MODEL_STORE_NAME, { keyPath: "modelPath" });
+        db.createObjectStore(INFO_STORE_NAME, { keyPath: "modelPath" });
+      }
+      /**
+       * IOHandler subclass: Browser IndexedDB.
+       *
+       * See the doc string of `browserIndexedDB` for more details.
+       */
+      class indexed_db_BrowserIndexedDB {
+        constructor(modelPath) {
+          this.indexedDB = getIndexedDBFactory();
+          if (modelPath == null || !modelPath) {
+            throw new Error("For IndexedDB, modelPath must not be null, undefined or empty.");
+          }
+          this.modelPath = modelPath;
+        }
+        async save(modelArtifacts) {
+          // TODO(cais): Support saving GraphDef models.
+          if (modelArtifacts.modelTopology instanceof ArrayBuffer) {
+            throw new Error(
+              "BrowserLocalStorage.save() does not support saving model topology " +
+                "in binary formats yet."
+            );
+          }
+          return this.databaseAction(this.modelPath, modelArtifacts);
+        }
+        async load() {
+          return this.databaseAction(this.modelPath);
+        }
+        /**
+         * Perform database action to put model artifacts into or read model artifacts
+         * from IndexedDB object store.
+         *
+         * Whether the action is put or get depends on whether `modelArtifacts` is
+         * specified. If it is specified, the action will be put; otherwise the action
+         * will be get.
+         *
+         * @param modelPath A unique string path for the model.
+         * @param modelArtifacts If specified, it will be the model artifacts to be
+         *   stored in IndexedDB.
+         * @returns A `Promise` of `SaveResult`, if the action is put, or a `Promise`
+         *   of `ModelArtifacts`, if the action is get.
+         */
+        databaseAction(modelPath, modelArtifacts) {
+          return new Promise((resolve, reject) => {
+            const openRequest = this.indexedDB.open(DATABASE_NAME, DATABASE_VERSION);
+            openRequest.onupgradeneeded = () => setUpDatabase(openRequest);
+            openRequest.onsuccess = () => {
+              const db = openRequest.result;
+              if (modelArtifacts == null) {
+                // Read model out from object store.
+                const modelTx = db.transaction(MODEL_STORE_NAME, "readonly");
+                const modelStore = modelTx.objectStore(MODEL_STORE_NAME);
+                const getRequest = modelStore.get(this.modelPath);
+                getRequest.onsuccess = () => {
+                  if (getRequest.result == null) {
+                    db.close();
+                    return reject(
+                      new Error(
+                        `Cannot find model with path '${this.modelPath}' ` + `in IndexedDB.`
+                      )
+                    );
+                  } else {
+                    resolve(getRequest.result.modelArtifacts);
+                  }
+                };
+                getRequest.onerror = (error) => {
+                  db.close();
+                  return reject(getRequest.error);
+                };
+                modelTx.oncomplete = () => db.close();
+              } else {
+                // Put model into object store.
+                const modelArtifactsInfo = Object(io_utils["g" /* getModelArtifactsInfoForJSON */])(
+                  modelArtifacts
+                );
+                // First, put ModelArtifactsInfo into info store.
+                const infoTx = db.transaction(INFO_STORE_NAME, "readwrite");
+                let infoStore = infoTx.objectStore(INFO_STORE_NAME);
+                const putInfoRequest = infoStore.put({
+                  modelPath: this.modelPath,
+                  modelArtifactsInfo,
+                });
+                let modelTx;
+                putInfoRequest.onsuccess = () => {
+                  // Second, put model data into model store.
+                  modelTx = db.transaction(MODEL_STORE_NAME, "readwrite");
+                  const modelStore = modelTx.objectStore(MODEL_STORE_NAME);
+                  const putModelRequest = modelStore.put({
+                    modelPath: this.modelPath,
+                    modelArtifacts,
+                    modelArtifactsInfo,
+                  });
+                  putModelRequest.onsuccess = () => resolve({ modelArtifactsInfo });
+                  putModelRequest.onerror = (error) => {
+                    // If the put-model request fails, roll back the info entry as
+                    // well.
+                    infoStore = infoTx.objectStore(INFO_STORE_NAME);
+                    const deleteInfoRequest = infoStore.delete(this.modelPath);
+                    deleteInfoRequest.onsuccess = () => {
+                      db.close();
+                      return reject(putModelRequest.error);
+                    };
+                    deleteInfoRequest.onerror = (error) => {
+                      db.close();
+                      return reject(putModelRequest.error);
+                    };
+                  };
+                };
+                putInfoRequest.onerror = (error) => {
+                  db.close();
+                  return reject(putInfoRequest.error);
+                };
+                infoTx.oncomplete = () => {
+                  if (modelTx == null) {
+                    db.close();
+                  } else {
+                    modelTx.oncomplete = () => db.close();
+                  }
+                };
+              }
+            };
+            openRequest.onerror = (error) => reject(openRequest.error);
+          });
+        }
+      }
+      indexed_db_BrowserIndexedDB.URL_SCHEME = "indexeddb://";
+      const indexedDBRouter = (url) => {
+        if (!Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+          return null;
+        } else {
+          if (!Array.isArray(url) && url.startsWith(indexed_db_BrowserIndexedDB.URL_SCHEME)) {
+            return browserIndexedDB(url.slice(indexed_db_BrowserIndexedDB.URL_SCHEME.length));
+          } else {
+            return null;
+          }
+        }
+      };
+      IORouterRegistry.registerSaveRouter(indexedDBRouter);
+      IORouterRegistry.registerLoadRouter(indexedDBRouter);
+      /**
+       * Creates a browser IndexedDB IOHandler for saving and loading models.
+       *
+       * ```js
+       * const model = tf.sequential();
+       * model.add(
+       *     tf.layers.dense({units: 1, inputShape: [100], activation: 'sigmoid'}));
+       *
+       * const saveResult = await model.save('indexeddb://MyModel'));
+       * console.log(saveResult);
+       * ```
+       *
+       * @param modelPath A unique identifier for the model to be saved. Must be a
+       *   non-empty string.
+       * @returns An instance of `BrowserIndexedDB` (sublcass of `IOHandler`),
+       *   which can be used with, e.g., `tf.Model.save`.
+       */
+      function browserIndexedDB(modelPath) {
+        return new indexed_db_BrowserIndexedDB(modelPath);
+      }
+      function maybeStripScheme(key) {
+        return key.startsWith(indexed_db_BrowserIndexedDB.URL_SCHEME)
+          ? key.slice(indexed_db_BrowserIndexedDB.URL_SCHEME.length)
+          : key;
+      }
+      class BrowserIndexedDBManager {
+        constructor() {
+          this.indexedDB = getIndexedDBFactory();
+        }
+        async listModels() {
+          return new Promise((resolve, reject) => {
+            const openRequest = this.indexedDB.open(DATABASE_NAME, DATABASE_VERSION);
+            openRequest.onupgradeneeded = () => setUpDatabase(openRequest);
+            openRequest.onsuccess = () => {
+              const db = openRequest.result;
+              const tx = db.transaction(INFO_STORE_NAME, "readonly");
+              const store = tx.objectStore(INFO_STORE_NAME);
+              // tslint:disable:max-line-length
+              // Need to cast `store` as `any` here because TypeScript's DOM
+              // library does not have the `getAll()` method even though the
+              // method is supported in the latest version of most mainstream
+              // browsers:
+              // https://developer.mozilla.org/en-US/docs/Web/API/IDBObjectStore/getAll
+              // tslint:enable:max-line-length
+              // tslint:disable-next-line:no-any
+              const getAllInfoRequest = store.getAll();
+              getAllInfoRequest.onsuccess = () => {
+                const out = {};
+                for (const item of getAllInfoRequest.result) {
+                  out[item.modelPath] = item.modelArtifactsInfo;
+                }
+                resolve(out);
+              };
+              getAllInfoRequest.onerror = (error) => {
+                db.close();
+                return reject(getAllInfoRequest.error);
+              };
+              tx.oncomplete = () => db.close();
+            };
+            openRequest.onerror = (error) => reject(openRequest.error);
+          });
+        }
+        async removeModel(path) {
+          path = maybeStripScheme(path);
+          return new Promise((resolve, reject) => {
+            const openRequest = this.indexedDB.open(DATABASE_NAME, DATABASE_VERSION);
+            openRequest.onupgradeneeded = () => setUpDatabase(openRequest);
+            openRequest.onsuccess = () => {
+              const db = openRequest.result;
+              const infoTx = db.transaction(INFO_STORE_NAME, "readwrite");
+              const infoStore = infoTx.objectStore(INFO_STORE_NAME);
+              const getInfoRequest = infoStore.get(path);
+              let modelTx;
+              getInfoRequest.onsuccess = () => {
+                if (getInfoRequest.result == null) {
+                  db.close();
+                  return reject(
+                    new Error(`Cannot find model with path '${path}' ` + `in IndexedDB.`)
+                  );
+                } else {
+                  // First, delete the entry in the info store.
+                  const deleteInfoRequest = infoStore.delete(path);
+                  const deleteModelData = () => {
+                    // Second, delete the entry in the model store.
+                    modelTx = db.transaction(MODEL_STORE_NAME, "readwrite");
+                    const modelStore = modelTx.objectStore(MODEL_STORE_NAME);
+                    const deleteModelRequest = modelStore.delete(path);
+                    deleteModelRequest.onsuccess = () =>
+                      resolve(getInfoRequest.result.modelArtifactsInfo);
+                    deleteModelRequest.onerror = (error) => reject(getInfoRequest.error);
+                  };
+                  // Proceed with deleting model data regardless of whether deletion
+                  // of info data succeeds or not.
+                  deleteInfoRequest.onsuccess = deleteModelData;
+                  deleteInfoRequest.onerror = (error) => {
+                    deleteModelData();
+                    db.close();
+                    return reject(getInfoRequest.error);
+                  };
+                }
+              };
+              getInfoRequest.onerror = (error) => {
+                db.close();
+                return reject(getInfoRequest.error);
+              };
+              infoTx.oncomplete = () => {
+                if (modelTx == null) {
+                  db.close();
+                } else {
+                  modelTx.oncomplete = () => db.close();
+                }
+              };
+            };
+            openRequest.onerror = (error) => reject(openRequest.error);
+          });
+        }
+      }
+      if (Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+        // Wrap the construction and registration, to guard against browsers that
+        // don't support Local Storage.
+        try {
+          model_management_ModelStoreManagerRegistry.registerManager(
+            indexed_db_BrowserIndexedDB.URL_SCHEME,
+            new BrowserIndexedDBManager()
+          );
+        } catch (err) {}
+      }
+      //# sourceMappingURL=indexed_db.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/local_storage.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      const PATH_SEPARATOR = "/";
+      const PATH_PREFIX = "tensorflowjs_models";
+      const INFO_SUFFIX = "info";
+      const MODEL_TOPOLOGY_SUFFIX = "model_topology";
+      const WEIGHT_SPECS_SUFFIX = "weight_specs";
+      const WEIGHT_DATA_SUFFIX = "weight_data";
+      const MODEL_METADATA_SUFFIX = "model_metadata";
+      /**
+       * Purge all tensorflow.js-saved model artifacts from local storage.
+       *
+       * @returns Paths of the models purged.
+       */
+      function purgeLocalStorageArtifacts() {
+        if (
+          !Object(environment["c" /* env */])().getBool("IS_BROWSER") ||
+          typeof window === "undefined" ||
+          typeof window.localStorage === "undefined"
+        ) {
+          throw new Error(
+            "purgeLocalStorageModels() cannot proceed because local storage is " +
+              "unavailable in the current environment."
+          );
+        }
+        const LS = window.localStorage;
+        const purgedModelPaths = [];
+        for (let i = 0; i < LS.length; ++i) {
+          const key = LS.key(i);
+          const prefix = PATH_PREFIX + PATH_SEPARATOR;
+          if (key.startsWith(prefix) && key.length > prefix.length) {
+            LS.removeItem(key);
+            const modelName = getModelPathFromKey(key);
+            if (purgedModelPaths.indexOf(modelName) === -1) {
+              purgedModelPaths.push(modelName);
+            }
+          }
+        }
+        return purgedModelPaths;
+      }
+      function getModelKeys(path) {
+        return {
+          info: [PATH_PREFIX, path, INFO_SUFFIX].join(PATH_SEPARATOR),
+          topology: [PATH_PREFIX, path, MODEL_TOPOLOGY_SUFFIX].join(PATH_SEPARATOR),
+          weightSpecs: [PATH_PREFIX, path, WEIGHT_SPECS_SUFFIX].join(PATH_SEPARATOR),
+          weightData: [PATH_PREFIX, path, WEIGHT_DATA_SUFFIX].join(PATH_SEPARATOR),
+          modelMetadata: [PATH_PREFIX, path, MODEL_METADATA_SUFFIX].join(PATH_SEPARATOR),
+        };
+      }
+      /**
+       * Get model path from a local-storage key.
+       *
+       * E.g., 'tensorflowjs_models/my/model/1/info' --> 'my/model/1'
+       *
+       * @param key
+       */
+      function getModelPathFromKey(key) {
+        const items = key.split(PATH_SEPARATOR);
+        if (items.length < 3) {
+          throw new Error(`Invalid key format: ${key}`);
+        }
+        return items.slice(1, items.length - 1).join(PATH_SEPARATOR);
+      }
+      function local_storage_maybeStripScheme(key) {
+        return key.startsWith(local_storage_BrowserLocalStorage.URL_SCHEME)
+          ? key.slice(local_storage_BrowserLocalStorage.URL_SCHEME.length)
+          : key;
+      }
+      /**
+       * IOHandler subclass: Browser Local Storage.
+       *
+       * See the doc string to `browserLocalStorage` for more details.
+       */
+      class local_storage_BrowserLocalStorage {
+        constructor(modelPath) {
+          if (
+            !Object(environment["c" /* env */])().getBool("IS_BROWSER") ||
+            typeof window === "undefined" ||
+            typeof window.localStorage === "undefined"
+          ) {
+            // TODO(cais): Add more info about what IOHandler subtypes are
+            // available.
+            //   Maybe point to a doc page on the web and/or automatically determine
+            //   the available IOHandlers and print them in the error message.
+            throw new Error("The current environment does not support local storage.");
+          }
+          this.LS = window.localStorage;
+          if (modelPath == null || !modelPath) {
+            throw new Error("For local storage, modelPath must not be null, undefined or empty.");
+          }
+          this.modelPath = modelPath;
+          this.keys = getModelKeys(this.modelPath);
+        }
+        /**
+         * Save model artifacts to browser local storage.
+         *
+         * See the documentation to `browserLocalStorage` for details on the saved
+         * artifacts.
+         *
+         * @param modelArtifacts The model artifacts to be stored.
+         * @returns An instance of SaveResult.
+         */
+        async save(modelArtifacts) {
+          if (modelArtifacts.modelTopology instanceof ArrayBuffer) {
+            throw new Error(
+              "BrowserLocalStorage.save() does not support saving model topology " +
+                "in binary formats yet."
+            );
+          } else {
+            const topology = JSON.stringify(modelArtifacts.modelTopology);
+            const weightSpecs = JSON.stringify(modelArtifacts.weightSpecs);
+            const modelArtifactsInfo = Object(io_utils["g" /* getModelArtifactsInfoForJSON */])(
+              modelArtifacts
+            );
+            try {
+              this.LS.setItem(this.keys.info, JSON.stringify(modelArtifactsInfo));
+              this.LS.setItem(this.keys.topology, topology);
+              this.LS.setItem(this.keys.weightSpecs, weightSpecs);
+              this.LS.setItem(
+                this.keys.weightData,
+                Object(io_utils["a" /* arrayBufferToBase64String */])(modelArtifacts.weightData)
+              );
+              this.LS.setItem(
+                this.keys.modelMetadata,
+                JSON.stringify({
+                  format: modelArtifacts.format,
+                  generatedBy: modelArtifacts.generatedBy,
+                  convertedBy: modelArtifacts.convertedBy,
+                  userDefinedMetadata: modelArtifacts.userDefinedMetadata,
+                })
+              );
+              return { modelArtifactsInfo };
+            } catch (err) {
+              // If saving failed, clean up all items saved so far.
+              this.LS.removeItem(this.keys.info);
+              this.LS.removeItem(this.keys.topology);
+              this.LS.removeItem(this.keys.weightSpecs);
+              this.LS.removeItem(this.keys.weightData);
+              this.LS.removeItem(this.keys.modelMetadata);
+              throw new Error(
+                `Failed to save model '${this.modelPath}' to local storage: ` +
+                  `size quota being exceeded is a possible cause of this failure: ` +
+                  `modelTopologyBytes=${modelArtifactsInfo.modelTopologyBytes}, ` +
+                  `weightSpecsBytes=${modelArtifactsInfo.weightSpecsBytes}, ` +
+                  `weightDataBytes=${modelArtifactsInfo.weightDataBytes}.`
+              );
+            }
+          }
+        }
+        /**
+         * Load a model from local storage.
+         *
+         * See the documentation to `browserLocalStorage` for details on the saved
+         * artifacts.
+         *
+         * @returns The loaded model (if loading succeeds).
+         */
+        async load() {
+          const info = JSON.parse(this.LS.getItem(this.keys.info));
+          if (info == null) {
+            throw new Error(`In local storage, there is no model with name '${this.modelPath}'`);
+          }
+          if (info.modelTopologyType !== "JSON") {
+            throw new Error(
+              "BrowserLocalStorage does not support loading non-JSON model " + "topology yet."
+            );
+          }
+          const out = {};
+          // Load topology.
+          const topology = JSON.parse(this.LS.getItem(this.keys.topology));
+          if (topology == null) {
+            throw new Error(
+              `In local storage, the topology of model '${this.modelPath}' ` + `is missing.`
+            );
+          }
+          out.modelTopology = topology;
+          // Load weight specs.
+          const weightSpecs = JSON.parse(this.LS.getItem(this.keys.weightSpecs));
+          if (weightSpecs == null) {
+            throw new Error(
+              `In local storage, the weight specs of model '${this.modelPath}' ` + `are missing.`
+            );
+          }
+          out.weightSpecs = weightSpecs;
+          // Load meta-data fields.
+          const metadataString = this.LS.getItem(this.keys.modelMetadata);
+          if (metadataString != null) {
+            const metadata = JSON.parse(metadataString);
+            out.format = metadata["format"];
+            out.generatedBy = metadata["generatedBy"];
+            out.convertedBy = metadata["convertedBy"];
+            out.userDefinedMetadata = metadata["userDefinedMetadata"];
+          }
+          // Load weight data.
+          const weightDataBase64 = this.LS.getItem(this.keys.weightData);
+          if (weightDataBase64 == null) {
+            throw new Error(
+              `In local storage, the binary weight values of model ` +
+                `'${this.modelPath}' are missing.`
+            );
+          }
+          out.weightData = Object(io_utils["b" /* base64StringToArrayBuffer */])(weightDataBase64);
+          return out;
+        }
+      }
+      local_storage_BrowserLocalStorage.URL_SCHEME = "localstorage://";
+      const localStorageRouter = (url) => {
+        if (!Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+          return null;
+        } else {
+          if (!Array.isArray(url) && url.startsWith(local_storage_BrowserLocalStorage.URL_SCHEME)) {
+            return browserLocalStorage(
+              url.slice(local_storage_BrowserLocalStorage.URL_SCHEME.length)
+            );
+          } else {
+            return null;
+          }
+        }
+      };
+      IORouterRegistry.registerSaveRouter(localStorageRouter);
+      IORouterRegistry.registerLoadRouter(localStorageRouter);
+      /**
+       * Factory function for local storage IOHandler.
+       *
+       * This `IOHandler` supports both `save` and `load`.
+       *
+       * For each model's saved artifacts, four items are saved to local storage.
+       *   - `${PATH_SEPARATOR}/${modelPath}/info`: Contains meta-info about the
+       *     model, such as date saved, type of the topology, size in bytes, etc.
+       *   - `${PATH_SEPARATOR}/${modelPath}/topology`: Model topology. For Keras-
+       *     style models, this is a stringized JSON.
+       *   - `${PATH_SEPARATOR}/${modelPath}/weight_specs`: Weight specs of the
+       *     model, can be used to decode the saved binary weight values (see
+       *     item below).
+       *   - `${PATH_SEPARATOR}/${modelPath}/weight_data`: Concatenated binary
+       *     weight values, stored as a base64-encoded string.
+       *
+       * Saving may throw an `Error` if the total size of the artifacts exceed the
+       * browser-specific quota.
+       *
+       * @param modelPath A unique identifier for the model to be saved. Must be a
+       *   non-empty string.
+       * @returns An instance of `IOHandler`, which can be used with, e.g.,
+       *   `tf.Model.save`.
+       */
+      function browserLocalStorage(modelPath) {
+        return new local_storage_BrowserLocalStorage(modelPath);
+      }
+      class local_storage_BrowserLocalStorageManager {
+        constructor() {
+          Object(util["assert"])(
+            Object(environment["c" /* env */])().getBool("IS_BROWSER"),
+            () => "Current environment is not a web browser"
+          );
+          Object(util["assert"])(
+            typeof window === "undefined" || typeof window.localStorage !== "undefined",
+            () => "Current browser does not appear to support localStorage"
+          );
+          this.LS = window.localStorage;
+        }
+        async listModels() {
+          const out = {};
+          const prefix = PATH_PREFIX + PATH_SEPARATOR;
+          const suffix = PATH_SEPARATOR + INFO_SUFFIX;
+          for (let i = 0; i < this.LS.length; ++i) {
+            const key = this.LS.key(i);
+            if (key.startsWith(prefix) && key.endsWith(suffix)) {
+              const modelPath = getModelPathFromKey(key);
+              out[modelPath] = JSON.parse(this.LS.getItem(key));
+            }
+          }
+          return out;
+        }
+        async removeModel(path) {
+          path = local_storage_maybeStripScheme(path);
+          const keys = getModelKeys(path);
+          if (this.LS.getItem(keys.info) == null) {
+            throw new Error(`Cannot find model at path '${path}'`);
+          }
+          const info = JSON.parse(this.LS.getItem(keys.info));
+          this.LS.removeItem(keys.info);
+          this.LS.removeItem(keys.topology);
+          this.LS.removeItem(keys.weightSpecs);
+          this.LS.removeItem(keys.weightData);
+          return info;
+        }
+      }
+      if (Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+        // Wrap the construction and registration, to guard against browsers that
+        // don't support Local Storage.
+        try {
+          model_management_ModelStoreManagerRegistry.registerManager(
+            local_storage_BrowserLocalStorage.URL_SCHEME,
+            new local_storage_BrowserLocalStorageManager()
+          );
+        } catch (err) {}
+      }
+      //# sourceMappingURL=local_storage.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/browser_files.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      /**
+       * IOHandlers related to files, such as browser-triggered file downloads,
+       * user-selected files in browser.
+       */
+
+      const DEFAULT_FILE_NAME_PREFIX = "model";
+      const DEFAULT_JSON_EXTENSION_NAME = ".json";
+      const DEFAULT_WEIGHT_DATA_EXTENSION_NAME = ".weights.bin";
+      function defer(f) {
+        return new Promise((resolve) => setTimeout(resolve)).then(f);
+      }
+      class browser_files_BrowserDownloads {
+        constructor(fileNamePrefix) {
+          if (!Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+            // TODO(cais): Provide info on what IOHandlers are available under the
+            //   current environment.
+            throw new Error(
+              "browserDownloads() cannot proceed because the current environment " +
+                "is not a browser."
+            );
+          }
+          if (fileNamePrefix.startsWith(browser_files_BrowserDownloads.URL_SCHEME)) {
+            fileNamePrefix = fileNamePrefix.slice(browser_files_BrowserDownloads.URL_SCHEME.length);
+          }
+          if (fileNamePrefix == null || fileNamePrefix.length === 0) {
+            fileNamePrefix = DEFAULT_FILE_NAME_PREFIX;
+          }
+          this.modelTopologyFileName = fileNamePrefix + DEFAULT_JSON_EXTENSION_NAME;
+          this.weightDataFileName = fileNamePrefix + DEFAULT_WEIGHT_DATA_EXTENSION_NAME;
+        }
+        async save(modelArtifacts) {
+          if (typeof document === "undefined") {
+            throw new Error(
+              "Browser downloads are not supported in " +
+                "this environment since `document` is not present"
+            );
+          }
+          const weightsURL = window.URL.createObjectURL(
+            new Blob([modelArtifacts.weightData], { type: "application/octet-stream" })
+          );
+          if (modelArtifacts.modelTopology instanceof ArrayBuffer) {
+            throw new Error(
+              "BrowserDownloads.save() does not support saving model topology " +
+                "in binary formats yet."
+            );
+          } else {
+            const weightsManifest = [
+              {
+                paths: ["./" + this.weightDataFileName],
+                weights: modelArtifacts.weightSpecs,
+              },
+            ];
+            const modelTopologyAndWeightManifest = {
+              modelTopology: modelArtifacts.modelTopology,
+              format: modelArtifacts.format,
+              generatedBy: modelArtifacts.generatedBy,
+              convertedBy: modelArtifacts.convertedBy,
+              weightsManifest,
+            };
+            const modelTopologyAndWeightManifestURL = window.URL.createObjectURL(
+              new Blob([JSON.stringify(modelTopologyAndWeightManifest)], {
+                type: "application/json",
+              })
+            );
+            // If anchor elements are not provided, create them without attaching them
+            // to parents, so that the downloaded file names can be controlled.
+            const jsonAnchor =
+              this.jsonAnchor == null ? document.createElement("a") : this.jsonAnchor;
+            jsonAnchor.download = this.modelTopologyFileName;
+            jsonAnchor.href = modelTopologyAndWeightManifestURL;
+            // Trigger downloads by evoking a click event on the download anchors.
+            // When multiple downloads are started synchronously, Firefox will only
+            // save the last one.
+            await defer(() => jsonAnchor.dispatchEvent(new MouseEvent("click")));
+            if (modelArtifacts.weightData != null) {
+              const weightDataAnchor =
+                this.weightDataAnchor == null ? document.createElement("a") : this.weightDataAnchor;
+              weightDataAnchor.download = this.weightDataFileName;
+              weightDataAnchor.href = weightsURL;
+              await defer(() => weightDataAnchor.dispatchEvent(new MouseEvent("click")));
+            }
+            return {
+              modelArtifactsInfo: Object(io_utils["g" /* getModelArtifactsInfoForJSON */])(
+                modelArtifacts
+              ),
+            };
+          }
+        }
+      }
+      browser_files_BrowserDownloads.URL_SCHEME = "downloads://";
+      class browser_files_BrowserFiles {
+        constructor(files) {
+          if (files == null || files.length < 1) {
+            throw new Error(
+              `When calling browserFiles, at least 1 file is required, ` + `but received ${files}`
+            );
+          }
+          this.files = files;
+        }
+        async load() {
+          const jsonFile = this.files[0];
+          const weightFiles = this.files.slice(1);
+          return new Promise((resolve, reject) => {
+            const jsonReader = new FileReader();
+            jsonReader.onload = (event) => {
+              // tslint:disable-next-line:no-any
+              const modelJSON = JSON.parse(event.target.result);
+              const modelTopology = modelJSON.modelTopology;
+              if (modelTopology == null) {
+                reject(new Error(`modelTopology field is missing from file ${jsonFile.name}`));
+                return;
+              }
+              if (weightFiles.length === 0) {
+                resolve({ modelTopology });
+              }
+              const weightsManifest = modelJSON.weightsManifest;
+              if (weightsManifest == null) {
+                reject(new Error(`weightManifest field is missing from file ${jsonFile.name}`));
+                return;
+              }
+              let pathToFile;
+              try {
+                pathToFile = this.checkManifestAndWeightFiles(weightsManifest, weightFiles);
+              } catch (err) {
+                reject(err);
+                return;
+              }
+              const weightSpecs = [];
+              const paths = [];
+              const perFileBuffers = [];
+              weightsManifest.forEach((weightsGroup) => {
+                weightsGroup.paths.forEach((path) => {
+                  paths.push(path);
+                  perFileBuffers.push(null);
+                });
+                weightSpecs.push(...weightsGroup.weights);
+              });
+              weightsManifest.forEach((weightsGroup) => {
+                weightsGroup.paths.forEach((path) => {
+                  const weightFileReader = new FileReader();
+                  weightFileReader.onload = (event) => {
+                    // tslint:disable-next-line:no-any
+                    const weightData = event.target.result;
+                    const index = paths.indexOf(path);
+                    perFileBuffers[index] = weightData;
+                    if (perFileBuffers.indexOf(null) === -1) {
+                      resolve({
+                        modelTopology,
+                        weightSpecs,
+                        weightData: Object(io_utils["d" /* concatenateArrayBuffers */])(
+                          perFileBuffers
+                        ),
+                        format: modelJSON.format,
+                        generatedBy: modelJSON.generatedBy,
+                        convertedBy: modelJSON.convertedBy,
+                        userDefinedMetadata: modelJSON.userDefinedMetadata,
+                      });
+                    }
+                  };
+                  weightFileReader.onerror = (error) =>
+                    reject(`Failed to weights data from file of path '${path}'.`);
+                  weightFileReader.readAsArrayBuffer(pathToFile[path]);
+                });
+              });
+            };
+            jsonReader.onerror = (error) =>
+              reject(
+                `Failed to read model topology and weights manifest JSON ` +
+                  `from file '${jsonFile.name}'. BrowserFiles supports loading ` +
+                  `Keras-style tf.Model artifacts only.`
+              );
+            jsonReader.readAsText(jsonFile);
+          });
+        }
+        /**
+         * Check the compatibility between weights manifest and weight files.
+         */
+        checkManifestAndWeightFiles(manifest, files) {
+          const basenames = [];
+          const fileNames = files.map((file) => Object(io_utils["c" /* basename */])(file.name));
+          const pathToFile = {};
+          for (const group of manifest) {
+            group.paths.forEach((path) => {
+              const pathBasename = Object(io_utils["c" /* basename */])(path);
+              if (basenames.indexOf(pathBasename) !== -1) {
+                throw new Error(
+                  `Duplicate file basename found in weights manifest: ` + `'${pathBasename}'`
+                );
+              }
+              basenames.push(pathBasename);
+              if (fileNames.indexOf(pathBasename) === -1) {
+                throw new Error(`Weight file with basename '${pathBasename}' is not provided.`);
+              } else {
+                pathToFile[path] = files[fileNames.indexOf(pathBasename)];
+              }
+            });
+          }
+          if (basenames.length !== files.length) {
+            throw new Error(
+              `Mismatch in the number of files in weights manifest ` +
+                `(${basenames.length}) and the number of weight files provided ` +
+                `(${files.length}).`
+            );
+          }
+          return pathToFile;
+        }
+      }
+      const browserDownloadsRouter = (url) => {
+        if (!Object(environment["c" /* env */])().getBool("IS_BROWSER")) {
+          return null;
+        } else {
+          if (!Array.isArray(url) && url.startsWith(browser_files_BrowserDownloads.URL_SCHEME)) {
+            return browserDownloads(url.slice(browser_files_BrowserDownloads.URL_SCHEME.length));
+          } else {
+            return null;
+          }
+        }
+      };
+      IORouterRegistry.registerSaveRouter(browserDownloadsRouter);
+      /**
+       * Creates an IOHandler that triggers file downloads from the browser.
+       *
+       * The returned `IOHandler` instance can be used as model exporting methods such
+       * as `tf.Model.save` and supports only saving.
+       *
+       * ```js
+       * const model = tf.sequential();
+       * model.add(tf.layers.dense(
+       *     {units: 1, inputShape: [10], activation: 'sigmoid'}));
+       * const saveResult = await model.save('downloads://mymodel');
+       * // This will trigger downloading of two files:
+       * //   'mymodel.json' and 'mymodel.weights.bin'.
+       * console.log(saveResult);
+       * ```
+       *
+       * @param fileNamePrefix Prefix name of the files to be downloaded. For use with
+       *   `tf.Model`, `fileNamePrefix` should follow either of the following two
+       *   formats:
+       *   1. `null` or `undefined`, in which case the default file
+       *      names will be used:
+       *      - 'model.json' for the JSON file containing the model topology and
+       *        weights manifest.
+       *      - 'model.weights.bin' for the binary file containing the binary weight
+       *        values.
+       *   2. A single string or an Array of a single string, as the file name prefix.
+       *      For example, if `'foo'` is provided, the downloaded JSON
+       *      file and binary weights file will be named 'foo.json' and
+       *      'foo.weights.bin', respectively.
+       * @param config Additional configuration for triggering downloads.
+       * @returns An instance of `BrowserDownloads` `IOHandler`.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Loading',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      function browserDownloads(fileNamePrefix = "model") {
+        return new browser_files_BrowserDownloads(fileNamePrefix);
+      }
+      /**
+       * Creates an IOHandler that loads model artifacts from user-selected files.
+       *
+       * This method can be used for loading from files such as user-selected files
+       * in the browser.
+       * When used in conjunction with `tf.loadLayersModel`, an instance of
+       * `tf.LayersModel` (Keras-style) can be constructed from the loaded artifacts.
+       *
+       * ```js
+       * // Note: This code snippet won't run properly without the actual file input
+       * //   elements in the HTML DOM.
+       *
+       * // Suppose there are two HTML file input (``)
+       * // elements.
+       * const uploadJSONInput = document.getElementById('upload-json');
+       * const uploadWeightsInput = document.getElementById('upload-weights');
+       * const model = await tf.loadLayersModel(tf.io.browserFiles(
+       *     [uploadJSONInput.files[0], uploadWeightsInput.files[0]]));
+       * ```
+       *
+       * @param files `File`s to load from. Currently, this function supports only
+       *   loading from files that contain Keras-style models (i.e., `tf.Model`s), for
+       *   which an `Array` of `File`s is expected (in that order):
+       *   - A JSON file containing the model topology and weight manifest.
+       *   - Optionally, One or more binary files containing the binary weights.
+       *     These files must have names that match the paths in the `weightsManifest`
+       *     contained by the aforementioned JSON file, or errors will be thrown
+       *     during loading. These weights files have the same format as the ones
+       *     generated by `tensorflowjs_converter` that comes with the `tensorflowjs`
+       *     Python PIP package. If no weights files are provided, only the model
+       *     topology will be loaded from the JSON file above.
+       * @returns An instance of `Files` `IOHandler`.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Loading',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      function browserFiles(files) {
+        return new browser_files_BrowserFiles(files);
+      }
+      //# sourceMappingURL=browser_files.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/progress.js
+      /**
+       * @license
+       * Copyright 2019 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Monitor Promise.all progress, fire onProgress callback function.
+       *
+       * @param promises Promise list going to be monitored
+       * @param onProgress Callback function. Fired when a promise resolved.
+       * @param startFraction Optional fraction start. Default to 0.
+       * @param endFraction Optional fraction end. Default to 1.
+       */
+      function monitorPromisesProgress(promises, onProgress, startFraction, endFraction) {
+        checkPromises(promises);
+        startFraction = startFraction == null ? 0 : startFraction;
+        endFraction = endFraction == null ? 1 : endFraction;
+        checkFraction(startFraction, endFraction);
+        let resolvedPromise = 0;
+        const registerMonitor = (promise) => {
+          promise.then((value) => {
+            const fraction =
+              startFraction + (++resolvedPromise / promises.length) * (endFraction - startFraction);
+            // pass fraction as parameter to callback function.
+            onProgress(fraction);
+            return value;
+          });
+          return promise;
+        };
+        function checkPromises(promises) {
+          Object(util["assert"])(
+            promises != null && Array.isArray(promises) && promises.length > 0,
+            () => "promises must be a none empty array"
+          );
+        }
+        function checkFraction(startFraction, endFraction) {
+          Object(util["assert"])(
+            startFraction >= 0 && startFraction <= 1,
+            () =>
+              `Progress fraction must be in range [0, 1], but ` +
+              `got startFraction ${startFraction}`
+          );
+          Object(util["assert"])(
+            endFraction >= 0 && endFraction <= 1,
+            () =>
+              `Progress fraction must be in range [0, 1], but ` + `got endFraction ${endFraction}`
+          );
+          Object(util["assert"])(
+            endFraction >= startFraction,
+            () =>
+              `startFraction must be no more than endFraction, but ` +
+              `got startFraction ${startFraction} and endFraction ` +
+              `${endFraction}`
+          );
+        }
+        return Promise.all(promises.map(registerMonitor));
+      }
+      //# sourceMappingURL=progress.js.map
+      // EXTERNAL MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/types.js
+      var types = __webpack_require__(34);
+
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/weights_loader.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Reads binary weights data from a number of URLs.
+       *
+       * @param fetchURLs URLs to send the HTTP requests at, using `fetch` calls.
+       * @param requestOptions RequestInit (options) for the HTTP requests.
+       * @param fetchFunc Optional overriding value for the `window.fetch` function.
+       * @param onProgress Optional, progress callback function, fired periodically
+       *   before the load is completed.
+       * @returns A `Promise` of an Array of `ArrayBuffer`. The Array has the same
+       *   length as `fetchURLs`.
+       */
+      async function loadWeightsAsArrayBuffer(fetchURLs, loadOptions) {
+        if (loadOptions == null) {
+          loadOptions = {};
+        }
+        const fetchFunc =
+          loadOptions.fetchFunc == null
+            ? Object(environment["c" /* env */])().platform.fetch
+            : loadOptions.fetchFunc;
+        // Create the requests for all of the weights in parallel.
+        const requests = fetchURLs.map((fetchURL) =>
+          fetchFunc(fetchURL, loadOptions.requestInit, { isBinary: true })
+        );
+        const fetchStartFraction = 0;
+        const fetchEndFraction = 0.5;
+        const responses =
+          loadOptions.onProgress == null
+            ? await Promise.all(requests)
+            : await monitorPromisesProgress(
+                requests,
+                loadOptions.onProgress,
+                fetchStartFraction,
+                fetchEndFraction
+              );
+        const bufferPromises = responses.map((response) => response.arrayBuffer());
+        const bufferStartFraction = 0.5;
+        const bufferEndFraction = 1;
+        const buffers =
+          loadOptions.onProgress == null
+            ? await Promise.all(bufferPromises)
+            : await monitorPromisesProgress(
+                bufferPromises,
+                loadOptions.onProgress,
+                bufferStartFraction,
+                bufferEndFraction
+              );
+        return buffers;
+      }
+      /**
+       * Reads a weights manifest JSON configuration, fetches the weights and
+       * returns them as `Tensor`s.
+       *
+       * @param manifest The weights manifest JSON.
+       * @param filePathPrefix The path prefix for filenames given in the manifest.
+       *     Defaults to the empty string.
+       * @param weightNames The names of the weights to be fetched.
+       */
+      async function loadWeights(manifest, filePathPrefix = "", weightNames, requestInit) {
+        // TODO(nsthorat): Groups are currently fetched atomically. If you need a
+        // single weight from a group, the whole group will be fetched. At a future
+        // date, we should support fetching only the individual shards within a
+        // group that are needed to reconstruct the requested weight.
+        // TODO(cais): Use `decodeWeights` for implementation.
+        const fetchWeights = (fetchUrls) => loadWeightsAsArrayBuffer(fetchUrls, { requestInit });
+        const loadWeights = weightsLoaderFactory(fetchWeights);
+        return loadWeights(manifest, filePathPrefix, weightNames);
+      }
+      /**
+       * Creates a function, which reads a weights manifest JSON configuration,
+       * fetches the weight files using the specified function and returns them as
+       * `Tensor`s.
+       *
+       * ```js
+       * // example for creating a nodejs weight loader, which reads the weight files
+       * // from disk using fs.readFileSync
+       *
+       * import * as fs from 'fs'
+       *
+       * const fetchWeightsFromDisk = (filePaths: string[]) =>
+       *   filePaths.map(filePath => fs.readFileSync(filePath).buffer)
+       *
+       * const loadWeights = tf.io.weightsLoaderFactory(fetchWeightsFromDisk)
+       *
+       * const manifest = JSON.parse(
+       *   fs.readFileSync('./my_model-weights_manifest').toString()
+       * )
+       * const weightMap = await loadWeights(manifest, './')
+       * ```
+       * @param fetchWeightsFunction The function used for fetching the weight files.
+       * @returns Weight loading function.
+       */
+      function weightsLoaderFactory(fetchWeightsFunction) {
+        return async (manifest, filePathPrefix = "", weightNames) => {
+          // Collect all the groups, weights, and their relative offsets to be
+          // fetched.
+          const groupIndicesToFetchMap = manifest.map(() => false);
+          const groupWeightsToFetch = {};
+          const weightsFound = weightNames != null ? weightNames.map(() => false) : [];
+          const allManifestWeightNames = [];
+          manifest.forEach((manifestGroupConfig, groupIndex) => {
+            let groupOffset = 0;
+            manifestGroupConfig.weights.forEach((weightsEntry) => {
+              const rawDtype =
+                "quantization" in weightsEntry
+                  ? weightsEntry.quantization.dtype
+                  : weightsEntry.dtype;
+              const weightsBytes =
+                types["a" /* DTYPE_VALUE_SIZE_MAP */][rawDtype] *
+                util["sizeFromShape"](weightsEntry.shape);
+              const enqueueWeightsForFetchingFn = () => {
+                groupIndicesToFetchMap[groupIndex] = true;
+                if (groupWeightsToFetch[groupIndex] == null) {
+                  groupWeightsToFetch[groupIndex] = [];
+                }
+                groupWeightsToFetch[groupIndex].push({
+                  manifestEntry: weightsEntry,
+                  groupOffset,
+                  sizeBytes: weightsBytes,
+                });
+              };
+              if (weightNames != null) {
+                weightNames.forEach((weightName, weightIndex) => {
+                  if (weightName === weightsEntry.name) {
+                    enqueueWeightsForFetchingFn();
+                    weightsFound[weightIndex] = true;
+                  }
+                });
+              } else {
+                enqueueWeightsForFetchingFn();
+              }
+              allManifestWeightNames.push(weightsEntry.name);
+              groupOffset += weightsBytes;
+            });
+          });
+          if (!weightsFound.every((found) => found)) {
+            const weightsNotFound = weightNames.filter((_, i) => !weightsFound[i]);
+            throw new Error(
+              `Could not find weights in manifest with names: ` +
+                `${weightsNotFound.join(", ")}. \n` +
+                `Manifest JSON has weights with names: ` +
+                `${allManifestWeightNames.join(", ")}.`
+            );
+          }
+          // Convert the one-hot boolean groupId => shouldFetch map to a list of group
+          // IDs.
+          const groupIndicesToFetch = groupIndicesToFetchMap.reduce(
+            (accumulator, shouldFetch, i) => {
+              if (shouldFetch) {
+                accumulator.push(i);
+              }
+              return accumulator;
+            },
+            []
+          );
+          const fetchUrls = [];
+          groupIndicesToFetch.forEach((i) => {
+            manifest[i].paths.forEach((filepath) => {
+              const fetchUrl =
+                filePathPrefix + (!filePathPrefix.endsWith("/") ? "/" : "") + filepath;
+              fetchUrls.push(fetchUrl);
+            });
+          });
+          const buffers = await fetchWeightsFunction(fetchUrls);
+          const weightsTensorMap = {};
+          let bufferIndexOffset = 0;
+          groupIndicesToFetch.forEach((i) => {
+            const numBuffers = manifest[i].paths.length;
+            let groupBytes = 0;
+            for (let i = 0; i < numBuffers; i++) {
+              groupBytes += buffers[bufferIndexOffset + i].byteLength;
+            }
+            // Create a buffer for the whole group.
+            const groupBuffer = new ArrayBuffer(groupBytes);
+            const groupByteBuffer = new Uint8Array(groupBuffer);
+            let groupBufferOffset = 0;
+            for (let i = 0; i < numBuffers; i++) {
+              const buffer = new Uint8Array(buffers[bufferIndexOffset + i]);
+              groupByteBuffer.set(buffer, groupBufferOffset);
+              groupBufferOffset += buffer.byteLength;
+            }
+            const weightsEntries = groupWeightsToFetch[i];
+            weightsEntries.forEach((weightsEntry) => {
+              const byteBuffer = groupBuffer.slice(
+                weightsEntry.groupOffset,
+                weightsEntry.groupOffset + weightsEntry.sizeBytes
+              );
+              const nameToTensorMap = Object(io_utils["e" /* decodeWeights */])(byteBuffer, [
+                weightsEntry.manifestEntry,
+              ]);
+              for (const name in nameToTensorMap) {
+                weightsTensorMap[name] = nameToTensorMap[name];
+              }
+            });
+            bufferIndexOffset += numBuffers;
+          });
+          return weightsTensorMap;
+        };
+      }
+      //# sourceMappingURL=weights_loader.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/http.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      /**
+       * IOHandler implementations based on HTTP requests in the web browser.
+       *
+       * Uses [`fetch`](https://developer.mozilla.org/en-US/docs/Web/API/Fetch_API).
+       */
+
+      const OCTET_STREAM_MIME_TYPE = "application/octet-stream";
+      const JSON_TYPE = "application/json";
+      class http_HTTPRequest {
+        constructor(path, loadOptions) {
+          this.DEFAULT_METHOD = "POST";
+          if (loadOptions == null) {
+            loadOptions = {};
+          }
+          this.weightPathPrefix = loadOptions.weightPathPrefix;
+          this.onProgress = loadOptions.onProgress;
+          if (loadOptions.fetchFunc != null) {
+            Object(util["assert"])(
+              typeof loadOptions.fetchFunc === "function",
+              () =>
+                "Must pass a function that matches the signature of " +
+                "`fetch` (see " +
+                "https://developer.mozilla.org/en-US/docs/Web/API/Fetch_API)"
+            );
+            this.fetch = loadOptions.fetchFunc;
+          } else {
+            this.fetch = Object(environment["c" /* env */])().platform.fetch;
+          }
+          Object(util["assert"])(
+            path != null && path.length > 0,
+            () => "URL path for http must not be null, undefined or " + "empty."
+          );
+          if (Array.isArray(path)) {
+            Object(util["assert"])(
+              path.length === 2,
+              () =>
+                "URL paths for http must have a length of 2, " +
+                `(actual length is ${path.length}).`
+            );
+          }
+          this.path = path;
+          if (loadOptions.requestInit != null && loadOptions.requestInit.body != null) {
+            throw new Error("requestInit is expected to have no pre-existing body, but has one.");
+          }
+          this.requestInit = loadOptions.requestInit || {};
+        }
+        async save(modelArtifacts) {
+          if (modelArtifacts.modelTopology instanceof ArrayBuffer) {
+            throw new Error(
+              "BrowserHTTPRequest.save() does not support saving model topology " +
+                "in binary formats yet."
+            );
+          }
+          const init = Object.assign({ method: this.DEFAULT_METHOD }, this.requestInit);
+          init.body = new FormData();
+          const weightsManifest = [
+            {
+              paths: ["./model.weights.bin"],
+              weights: modelArtifacts.weightSpecs,
+            },
+          ];
+          const modelTopologyAndWeightManifest = {
+            modelTopology: modelArtifacts.modelTopology,
+            format: modelArtifacts.format,
+            generatedBy: modelArtifacts.generatedBy,
+            convertedBy: modelArtifacts.convertedBy,
+            userDefinedMetadata: modelArtifacts.userDefinedMetadata,
+            weightsManifest,
+          };
+          init.body.append(
+            "model.json",
+            new Blob([JSON.stringify(modelTopologyAndWeightManifest)], { type: JSON_TYPE }),
+            "model.json"
+          );
+          if (modelArtifacts.weightData != null) {
+            init.body.append(
+              "model.weights.bin",
+              new Blob([modelArtifacts.weightData], { type: OCTET_STREAM_MIME_TYPE }),
+              "model.weights.bin"
+            );
+          }
+          const response = await this.fetch(this.path, init);
+          if (response.ok) {
+            return {
+              modelArtifactsInfo: Object(io_utils["g" /* getModelArtifactsInfoForJSON */])(
+                modelArtifacts
+              ),
+              responses: [response],
+            };
+          } else {
+            throw new Error(
+              `BrowserHTTPRequest.save() failed due to HTTP response status ` +
+                `${response.status}.`
+            );
+          }
+        }
+        /**
+         * Load model artifacts via HTTP request(s).
+         *
+         * See the documentation to `tf.io.http` for details on the saved
+         * artifacts.
+         *
+         * @returns The loaded model artifacts (if loading succeeds).
+         */
+        async load() {
+          const modelConfigRequest = await this.fetch(this.path, this.requestInit);
+          if (!modelConfigRequest.ok) {
+            throw new Error(
+              `Request to ${this.path} failed with status code ` +
+                `${modelConfigRequest.status}. Please verify this URL points to ` +
+                `the model JSON of the model to load.`
+            );
+          }
+          let modelConfig;
+          try {
+            modelConfig = await modelConfigRequest.json();
+          } catch (e) {
+            let message = `Failed to parse model JSON of response from ${this.path}.`;
+            // TODO(nsthorat): Remove this after some time when we're comfortable that
+            // .pb files are mostly gone.
+            if (this.path.endsWith(".pb")) {
+              message +=
+                " Your path contains a .pb file extension. " +
+                "Support for .pb models have been removed in TensorFlow.js 1.0 " +
+                "in favor of .json models. You can re-convert your Python " +
+                "TensorFlow model using the TensorFlow.js 1.0 conversion scripts " +
+                "or you can convert your.pb models with the 'pb2json'" +
+                "NPM script in the tensorflow/tfjs-converter repository.";
+            } else {
+              message +=
+                " Please make sure the server is serving valid " + "JSON for this request.";
+            }
+            throw new Error(message);
+          }
+          const modelTopology = modelConfig.modelTopology;
+          const weightsManifest = modelConfig.weightsManifest;
+          const generatedBy = modelConfig.generatedBy;
+          const convertedBy = modelConfig.convertedBy;
+          const format = modelConfig.format;
+          const userDefinedMetadata = modelConfig.userDefinedMetadata;
+          // We do not allow both modelTopology and weightsManifest to be missing.
+          if (modelTopology == null && weightsManifest == null) {
+            throw new Error(
+              `The JSON from HTTP path ${this.path} contains neither model ` +
+                `topology or manifest for weights.`
+            );
+          }
+          let weightSpecs;
+          let weightData;
+          if (weightsManifest != null) {
+            const results = await this.loadWeights(weightsManifest);
+            [weightSpecs, weightData] = results;
+          }
+          return {
+            modelTopology,
+            weightSpecs,
+            weightData,
+            userDefinedMetadata,
+            generatedBy,
+            convertedBy,
+            format,
+          };
+        }
+        async loadWeights(weightsManifest) {
+          const weightPath = Array.isArray(this.path) ? this.path[1] : this.path;
+          const [prefix, suffix] = parseUrl(weightPath);
+          const pathPrefix = this.weightPathPrefix || prefix;
+          const weightSpecs = [];
+          for (const entry of weightsManifest) {
+            weightSpecs.push(...entry.weights);
+          }
+          const fetchURLs = [];
+          weightsManifest.forEach((weightsGroup) => {
+            weightsGroup.paths.forEach((path) => {
+              fetchURLs.push(pathPrefix + path + suffix);
+            });
+          });
+          const buffers = await loadWeightsAsArrayBuffer(fetchURLs, {
+            requestInit: this.requestInit,
+            fetchFunc: this.fetch,
+            onProgress: this.onProgress,
+          });
+          return [weightSpecs, Object(io_utils["d" /* concatenateArrayBuffers */])(buffers)];
+        }
+      }
+      http_HTTPRequest.URL_SCHEME_REGEX = /^https?:\/\//;
+      /**
+       * Extract the prefix and suffix of the url, where the prefix is the path before
+       * the last file, and suffix is the search params after the last file.
+       * ```
+       * const url = 'http://tfhub.dev/model/1/tensorflowjs_model.pb?tfjs-format=file'
+       * [prefix, suffix] = parseUrl(url)
+       * // prefix = 'http://tfhub.dev/model/1/'
+       * // suffix = '?tfjs-format=file'
+       * ```
+       * @param url the model url to be parsed.
+       */
+      function parseUrl(url) {
+        const lastSlash = url.lastIndexOf("/");
+        const lastSearchParam = url.lastIndexOf("?");
+        const prefix = url.substring(0, lastSlash);
+        const suffix = lastSearchParam > lastSlash ? url.substring(lastSearchParam) : "";
+        return [prefix + "/", suffix];
+      }
+      function isHTTPScheme(url) {
+        return url.match(http_HTTPRequest.URL_SCHEME_REGEX) != null;
+      }
+      const httpRouter = (url, loadOptions) => {
+        if (
+          typeof fetch === "undefined" &&
+          (loadOptions == null || loadOptions.fetchFunc == null)
+        ) {
+          // `http` uses `fetch` or `node-fetch`, if one wants to use it in
+          // an environment that is not the browser or node they have to setup a
+          // global fetch polyfill.
+          return null;
+        } else {
+          let isHTTP = true;
+          if (Array.isArray(url)) {
+            isHTTP = url.every((urlItem) => isHTTPScheme(urlItem));
+          } else {
+            isHTTP = isHTTPScheme(url);
+          }
+          if (isHTTP) {
+            return http(url, loadOptions);
+          }
+        }
+        return null;
+      };
+      IORouterRegistry.registerSaveRouter(httpRouter);
+      IORouterRegistry.registerLoadRouter(httpRouter);
+      /**
+       * Creates an IOHandler subtype that sends model artifacts to HTTP server.
+       *
+       * An HTTP request of the `multipart/form-data` mime type will be sent to the
+       * `path` URL. The form data includes artifacts that represent the topology
+       * and/or weights of the model. In the case of Keras-style `tf.Model`, two
+       * blobs (files) exist in form-data:
+       *   - A JSON file consisting of `modelTopology` and `weightsManifest`.
+       *   - A binary weights file consisting of the concatenated weight values.
+       * These files are in the same format as the one generated by
+       * [tfjs_converter](https://js.tensorflow.org/tutorials/import-keras.html).
+       *
+       * The following code snippet exemplifies the client-side code that uses this
+       * function:
+       *
+       * ```js
+       * const model = tf.sequential();
+       * model.add(
+       *     tf.layers.dense({units: 1, inputShape: [100], activation: 'sigmoid'}));
+       *
+       * const saveResult = await model.save(tf.io.http(
+       *     'http://model-server:5000/upload', {requestInit: {method: 'PUT'}}));
+       * console.log(saveResult);
+       * ```
+       *
+       * If the default `POST` method is to be used, without any custom parameters
+       * such as headers, you can simply pass an HTTP or HTTPS URL to `model.save`:
+       *
+       * ```js
+       * const saveResult = await model.save('http://model-server:5000/upload');
+       * ```
+       *
+       * The following GitHub Gist
+       * https://gist.github.com/dsmilkov/1b6046fd6132d7408d5257b0976f7864
+       * implements a server based on [flask](https://github.com/pallets/flask) that
+       * can receive the request. Upon receiving the model artifacts via the requst,
+       * this particular server reconsistutes instances of [Keras
+       * Models](https://keras.io/models/model/) in memory.
+       *
+       *
+       * @param path A URL path to the model.
+       *   Can be an absolute HTTP path (e.g.,
+       *   'http://localhost:8000/model-upload)') or a relative path (e.g.,
+       *   './model-upload').
+       * @param requestInit Request configurations to be used when sending
+       *    HTTP request to server using `fetch`. It can contain fields such as
+       *    `method`, `credentials`, `headers`, `mode`, etc. See
+       *    https://developer.mozilla.org/en-US/docs/Web/API/Request/Request
+       *    for more information. `requestInit` must not have a body, because the
+       * body will be set by TensorFlow.js. File blobs representing the model
+       * topology (filename: 'model.json') and the weights of the model (filename:
+       * 'model.weights.bin') will be appended to the body. If `requestInit` has a
+       * `body`, an Error will be thrown.
+       * @param loadOptions Optional configuration for the loading. It includes the
+       *   following fields:
+       *   - weightPathPrefix Optional, this specifies the path prefix for weight
+       *     files, by default this is calculated from the path param.
+       *   - fetchFunc Optional, custom `fetch` function. E.g., in Node.js,
+       *     the `fetch` from node-fetch can be used here.
+       *   - onProgress Optional, progress callback function, fired periodically
+       *     before the load is completed.
+       * @returns An instance of `IOHandler`.
+       */
+      /**
+       * @doc {
+       *   heading: 'Models',
+       *   subheading: 'Loading',
+       *   namespace: 'io',
+       *   ignoreCI: true
+       * }
+       */
+      function http(path, loadOptions) {
+        return new http_HTTPRequest(path, loadOptions);
+      }
+      /**
+       * Deprecated. Use `tf.io.http`.
+       * @param path
+       * @param loadOptions
+       */
+      function browserHTTPRequest(path, loadOptions) {
+        return http(path, loadOptions);
+      }
+      //# sourceMappingURL=http.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/passthrough.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      class PassthroughLoader {
+        constructor(modelArtifacts) {
+          this.modelArtifacts = modelArtifacts;
+        }
+        async load() {
+          return this.modelArtifacts;
+        }
+      }
+      class PassthroughSaver {
+        constructor(saveHandler) {
+          this.saveHandler = saveHandler;
+        }
+        async save(modelArtifacts) {
+          return this.saveHandler(modelArtifacts);
+        }
+      }
+      /**
+       * Creates an IOHandler that loads model artifacts from memory.
+       *
+       * When used in conjunction with `tf.loadLayersModel`, an instance of
+       * `tf.LayersModel` (Keras-style) can be constructed from the loaded artifacts.
+       *
+       * ```js
+       * const model = await tf.loadLayersModel(tf.io.fromMemory(
+       *     modelTopology, weightSpecs, weightData));
+       * ```
+       *
+       * @param modelArtifacts a object containing model topology (i.e., parsed from
+       *   the JSON format).
+       * @param weightSpecs An array of `WeightsManifestEntry` objects describing the
+       *   names, shapes, types, and quantization of the weight data.
+       * @param weightData A single `ArrayBuffer` containing the weight data,
+       *   concatenated in the order described by the weightSpecs.
+       * @param trainingConfig Model training configuration. Optional.
+       *
+       * @returns A passthrough `IOHandler` that simply loads the provided data.
+       */
+      function fromMemory(modelArtifacts, weightSpecs, weightData, trainingConfig) {
+        if (arguments.length === 1) {
+          const isModelArtifacts =
+            modelArtifacts.modelTopology != null || modelArtifacts.weightSpecs != null;
+          if (isModelArtifacts) {
+            return new PassthroughLoader(modelArtifacts);
+          } else {
+            // Legacy support: with only modelTopology.
+            // TODO(cais): Remove this deprecated API.
+            console.warn(
+              "Please call tf.io.fromMemory() with only one argument. " +
+                "The argument should be of type ModelArtifacts. " +
+                "The multi-argument signature of tf.io.fromMemory() has been " +
+                "deprecated and will be removed in a future release."
+            );
+            return new PassthroughLoader({ modelTopology: modelArtifacts });
+          }
+        } else {
+          // Legacy support.
+          // TODO(cais): Remove this deprecated API.
+          console.warn(
+            "Please call tf.io.fromMemory() with only one argument. " +
+              "The argument should be of type ModelArtifacts. " +
+              "The multi-argument signature of tf.io.fromMemory() has been " +
+              "deprecated and will be removed in a future release."
+          );
+          return new PassthroughLoader({
+            modelTopology: modelArtifacts,
+            weightSpecs,
+            weightData,
+            trainingConfig,
+          });
+        }
+      }
+      /**
+       * Creates an IOHandler that passes saved model artifacts to a callback.
+       *
+       * ```js
+       * function handleSave(artifacts) {
+       *   // ... do something with the artifacts ...
+       *   return {modelArtifactsInfo: {...}, ...};
+       * }
+       *
+       * const saveResult = model.save(tf.io.withSaveHandler(handleSave));
+       * ```
+       *
+       * @param saveHandler A function that accepts a `ModelArtifacts` and returns a
+       *     `SaveResult`.
+       */
+      function withSaveHandler(saveHandler) {
+        return new PassthroughSaver(saveHandler);
+      }
+      //# sourceMappingURL=passthrough.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/io/io.js
+      /**
+       * @license
+       * Copyright 2018 Google LLC. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      // Importing local_storage and indexed_db is necessary for the routers to be
+      // registered.
+
+      //# sourceMappingURL=io.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/one_hot.js
+      /**
+       * @license
+       * Copyright 2020 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Creates a one-hot `tf.Tensor`. The locations represented by `indices` take
+       * value `onValue` (defaults to 1), while all other locations take value
+       * `offValue` (defaults to 0). If `indices` is rank `R`, the output has rank
+       * `R+1` with the last axis of size `depth`.
+       *
+       * ```js
+       * tf.oneHot(tf.tensor1d([0, 1], 'int32'), 3).print();
+       * ```
+       *
+       * @param indices `tf.Tensor` of indices with dtype `int32`.
+       * @param depth The depth of the one hot dimension.
+       * @param onValue A number used to fill in the output when the index matches
+       * the location.
+       * @param offValue A number used to fill in the output when the index does
+       *     not match the location.
+       */
+      /** @doc {heading: 'Tensors', subheading: 'Creation'} */
+      function oneHot_(indices, depth, onValue = 1, offValue = 0) {
+        if (depth < 2) {
+          throw new Error(`Error in oneHot: depth must be >=2, but it is ${depth}`);
+        }
+        let $indices = Object(tensor_util_env["a" /* convertToTensor */])(
+          indices,
+          "indices",
+          "oneHot",
+          "int32"
+        );
+        const outShape = [...$indices.shape, depth];
+        $indices = $indices.flatten();
+        const forward = (backend, save) => {
+          save([$indices]);
+          return reshape(backend.oneHot($indices, depth, onValue, offValue), outShape);
+        };
+        const inputs = { indices: $indices };
+        const attrs = { depth, onValue, offValue };
+        return engine["a" /* ENGINE */].runKernelFunc(
+          forward,
+          inputs,
+          null /* grad */,
+          kernel_names["cb" /* OneHot */],
+          attrs
+        );
+      }
+      const oneHot = Object(operation["a" /* op */])({ oneHot_ });
+      //# sourceMappingURL=one_hot.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/confusion_matrix.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      /**
+       * Computes the confusion matrix from true labels and predicted labels.
+       *
+       * ```js
+       * const labels = tf.tensor1d([0, 1, 2, 1, 0], 'int32');
+       * const predictions = tf.tensor1d([0, 2, 2, 1, 0], 'int32');
+       * const numClasses = 3;
+       * const out = tf.math.confusionMatrix(labels, predictions, numClasses);
+       * out.print();
+       * // Expected output matrix:
+       * // [[2, 0, 0],
+       * //  [0, 1, 1],
+       * //  [0, 0, 1]]
+       * ```
+       *
+       * @param labels The target labels, assumed to be 0-based integers
+       *   for the classes. The shape is `[numExamples]`, where
+       *   `numExamples` is the number of examples included.
+       * @param predictions The predicted classes, assumed to be
+       *   0-based integers for the classes. Must have the same shape as `labels`.
+       * @param numClasses Number of all classes, as an integer.
+       *   Its value must be larger than the largest element in `labels` and
+       *   `predictions`.
+       * @returns The confusion matrix as a int32-type 2D tensor. The value at
+       *   row `r` and column `c` is the number of times examples of actual class
+       *   `r` were predicted as class `c`.
+       */
+      /** @doc {heading: 'Operations', subheading: 'Evaluation'} */
+      function confusionMatrix_(labels, predictions, numClasses) {
+        const $labels = Object(tensor_util_env["a" /* convertToTensor */])(
+          labels,
+          "labels",
+          "confusionMatrix"
+        );
+        const $predictions = Object(tensor_util_env["a" /* convertToTensor */])(
+          predictions,
+          "predictions",
+          "confusionMatrix"
+        );
+        util["assert"](
+          numClasses == null || (numClasses > 0 && Number.isInteger(numClasses)),
+          () => `If provided, numClasses must be a positive integer, ` + `but got ${numClasses}`
+        );
+        util["assert"](
+          $labels.rank === 1,
+          () => `Expected the rank of labels to be 1, but got ${$labels.rank}`
+        );
+        util["assert"](
+          $predictions.rank === 1,
+          () => `Expected the rank of predictions to be 1, ` + `but got ${$predictions.rank}`
+        );
+        util["assert"](
+          $labels.shape[0] === $predictions.shape[0],
+          () =>
+            `Mismatch in the number of examples: ` +
+            `${$labels.shape[0]} vs. ${$predictions.shape[0]}. ` +
+            `Labels and predictions should have the same number of elements.`
+        );
+        util["assert"](
+          numClasses > 0 && Number.isInteger(numClasses),
+          () => `numClasses is required to be a positive integer, but got ` + `${numClasses}`
+        );
+        // TODO(cais): In the future, if oneHot supports tensors inputs for
+        //   `numClasses`, `confusionMatrix` can make `numClasses` optional.
+        const oneHotLabels = oneHot($labels.asType("int32"), numClasses);
+        const oneHotPredictions = oneHot($predictions.asType("int32"), numClasses);
+        const oneHotLabelsT = oneHotLabels.transpose();
+        return oneHotLabelsT.matMul(oneHotPredictions).asType("int32");
+      }
+      const confusionMatrix = Object(operation["a" /* op */])({ confusionMatrix_ });
+      //# sourceMappingURL=confusion_matrix.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/math.js
+      /**
+       * @license
+       * Copyright 2018 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+      /**
+       * Exports under the tf.math.* namespace.
+       */
+
+      //# sourceMappingURL=math.js.map
+      // CONCATENATED MODULE: ./node_modules/@tensorflow/tfjs-core/dist/ops/browser.js
+      /**
+       * @license
+       * Copyright 2019 Google Inc. All Rights Reserved.
+       * Licensed under the Apache License, Version 2.0 (the "License");
+       * you may not use this file except in compliance with the License.
+       * You may obtain a copy of the License at
+       *
+       * http://www.apache.org/licenses/LICENSE-2.0
+       *
+       * Unless required by applicable law or agreed to in writing, software
+       * distributed under the License is distributed on an "AS IS" BASIS,
+       * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+       * See the License for the specific language governing permissions and
+       * limitations under the License.
+       * =============================================================================
+       */
+
+      let fromPixels2DContext;
+      /**
+       * Creates a `tf.Tensor` from an image.
+       *
+       * ```js
+       * const image = new ImageData(1, 1);
+       * image.data[0] = 100;
+       * image.data[1] = 150;
+       * image.data[2] = 200;
+       * image.data[3] = 255;
+       *
+       * tf.browser.fromPixels(image).print();
+       * ```
+       *
+       * @param pixels The input image to construct the tensor from. The
+       * supported image types are all 4-channel. You can also pass in an image
+       * object with following attributes:
+       * `{data: Uint8Array; width: number; height: number}`
+       * @param numChannels The number of channels of the output tensor. A
+       * numChannels value less than 4 allows you to ignore channels. Defaults to
+       * 3 (ignores alpha channel of input image).
+       */
+      /** @doc {heading: 'Browser', namespace: 'browser', ignoreCI: true} */
+      function fromPixels_(pixels, numChannels = 3) {
+        // Sanity checks.
+        if (numChannels > 4) {
+          throw new Error("Cannot construct Tensor with more than 4 channels from pixels.");
+        }
+        if (pixels == null) {
+          throw new Error("pixels passed to tf.browser.fromPixels() can not be null");
+        }
+        let isPixelData = false;
+        let isImageData = false;
+        let isVideo = false;
+        let isImage = false;
+        let isCanvasLike = false;
+        if (pixels.data instanceof Uint8Array) {
+          isPixelData = true;
+        } else if (typeof ImageData !== "undefined" && pixels instanceof ImageData) {
+          isImageData = true;
+        } else if (typeof HTMLVideoElement !== "undefined" && pixels instanceof HTMLVideoElement) {
+          isVideo = true;
+        } else if (typeof HTMLImageElement !== "undefined" && pixels instanceof HTMLImageElement) {
+          isImage = true;
+          // tslint:disable-next-line: no-any
+        } else if (pixels.getContext != null) {
+          isCanvasLike = true;
+        } else {
+          throw new Error(
+            "pixels passed to tf.browser.fromPixels() must be either an " +
+              `HTMLVideoElement, HTMLImageElement, HTMLCanvasElement, ImageData ` +
+              `in browser, or OffscreenCanvas, ImageData in webworker` +
+              ` or {data: Uint32Array, width: number, height: number}, ` +
+              `but was ${pixels.constructor.name}`
+          );
+        }
+        if (isVideo) {
+          const HAVE_CURRENT_DATA_READY_STATE = 2;
+          if (isVideo && pixels.readyState < HAVE_CURRENT_DATA_READY_STATE) {
+            throw new Error(
+              "The video element has not loaded data yet. Please wait for " +
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diff --git a/7.3/demos/sound/speech_green.mp3 b/7.3/demos/sound/speech_green.mp3
new file mode 100755
index 0000000000000000000000000000000000000000..aa08b80a4a435a393b32ab60f27e08089648ba87
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+
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+
+  
+    
+      
+      
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+        
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+      
+        Configuration - jsPsych
+      
+    
+    
+      
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+        
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+
+
    Configuring the jsPsych development environment
    
+
    Setup
    
+
    JsPsych is written using TypeScript, a superset of JavaScript that adds static typing, but compiles to plain JavaScript.
+The TypeScript compiler itself is written in JavaScript and can be run by Node.js, a runtime to execute JavaScript code without a web browser.
+Node.js comes with a package manager called NPM (Node Package Manager) that can install JavaScript libraries to run on your machine, such as TypeScript and other build tools for jsPsych.
+In order to work on code in the jsPsych or the jspsych-contrib repository, it is recommended that you follow the steps below to set up your development environment.
    
+
    Install Node.js
    
+
    The jsPsych development setup requires Node.js >= v14 to be installed on your machine.
+We recommend that you install version 16 since it includes version 7 of NPM (required for the workspaces feature that the jsPsych repositories use).
+If you are bound to Node.js v14, make sure to install NPM v7 manually (via npm install -g npm@7).
    
+
    Clone the repository and install the dependencies
    
+
    Clone either the jsPsych repository or the jspsych-contrib repository by running
    
+
    git clone https://github.com/jspsych/jsPsych.git && cd jsPsych
+
    
+
    or
    
+
    git clone https://github.com/jspsych/jspsych-contrib.git && cd jspsych-contrib
+
    
+in a terminal.
    
+
    Then run npm install.
+This will create a node_modules directory and install all the dependencies into it that are required to build and test jsPsych.
    
+
    
+
    Attention
    
+
    It is important that npm install is only run in the root directory of the repository (due to the NPM workspaces feature).
+If you accidentally ran npm install anywhere else, remove the node_modules directory and the package-lock.json file that were created at that location and run npm install in the root directory again.
    
+
    
+
    
+
    Info
    
+
    If you are running npm install in the core jsPsych repository, this will also execute the build chain for all packages in the jsPsych repository.
+This step may take a few minutes.
+If you would like to use that time efficiently, consider reading the following two sections to know what's happening.
    
+
    
+
    Repository structure
    
+
    A Node.js package is a directory that contains a package.json file describing it.
+Most importantly, a package.json file lists other packages that the package depends on.
+The jsPsych and jspsych-contrib repositories use NPM workspaces.
+That means, running npm install in the repository root will install the dependencies for all packages in the packages directory.
+The core jsPsych library and every jsPsych plugin or extension is laid out as an individual package.
+These packages are published to the NPM registry where they can be downloaded by NPM or any CDN (such as unpkg).
    
+
    Build chain and build artifacts
    
+
    JsPsych comes with a build chain (specified in the @jspsych/config package) that can be executed by running npm run build in a package's directory.
+The build chain will read the package (starting at its src/index.ts file) and create the following build artifacts in the package's dist directory:
    
+
      
+
    • 
+
      index.js 
+  This file contains everything from index.ts, but as plain JavaScript and bundled in a single file (i.e. without importing files from the same package).
+  It is used by bundlers like webpack.
      
+
      • 
+
    • 
+
      index.cjs
+  Like index.js, but using the old CommonJS standard to support backwards-compatible tools like the Jest testing framework.
      
+
      • 
+
    • 
+
      index.browser.js
+  This file, like index.js, contains the entire package as plain JavaScript, but this time wrapped in a function so that it can be included directly by browsers using the <script> tag.
+  For plugins or extensions, the default export of a module (i.e. whatever statement comes after export default in the index.ts file) is assigned to a global variable.
+  The name of this global variable is specified in the package's rollup.config.mjs file, as a parameter to the makeRollupConfig() function.
+  Hence, for instance, including the index.browser.js file from the plugin-html-keyboard-response package would assign the HtmlKeyboardResponsePlugin class to the global jsPsychHtmlKeyboardResponse variable.
+  Because the code in index.browser.js looks very similar to the index.ts code but is fully supported by modern web browsers, all examples in the examples directory reference the index.browser.js files so users can also modify the source code directly without running the build chain.
      
+
      • 
+
    • 
+
      index.browser.min.js
+  There are different versions of the JavaScript language specification and not all web browsers and browser versions support all JavaScript features.
+  That's why the jsPsych build chain uses Babel to translate the source files into code that a majority of web browsers can understand.
+  The result of this operation is index.browser.min.js.
+  It behaves just like index.browser.js, but adds support for older browsers by substituting new JavaScript features using older ones.
+  Because this is the recommended build artifact for production usage (and is automatically served by unpkg), the code in index.browser.min.js is also processed by Terser to reduce its size and speed up experiment loading times.
      
+
      • 
+
    • 
+
      *.js.map
+  When debugging code in a browser (especially index.browser.min.js, which is not easily readable due to Terser and Babel), it is important to be able to read the original source code in the debugger.
+  For every build artifact, there is a .map file which contains a mapping of the generated code to the original source code.
+  Browsers automatically read these .map files and display the original code in their debuggers instead of the generated one.
      
+
      • 
+
    • 
+
      *.d.ts
+  The .d.ts files contain the TypeScript type definitions that would otherwise be lost during compilation to plain JavaScript.
+  They are read by Typescript and editors when a package is imported into another TypeScript project.
      
+
      • 
+
    
+
    Testing
    
+
    Automated code testing for jsPsych is implemented with Jest. 
    
+
    To run the tests, install Node and npm. Run npm install in the root jsPsych directory. Then run npm test. You can also run npm test in the directory of the package that you would like to test. For example, if you are developing tests for the html-keyboard-response plugin you can run npm test in /packages/plugin-html-keyboard-response.
    
+
    Tests for the core jsPsych library are located in /packages/jspsych/tests.
    
+
    Tests for plugins and extensions are located in the /src folder of the corresponding package. Test files for plugins and extensions are named index.spec.ts.
    
+
    There are helper functions for testing in /packages/jspsych/tests/utils.ts. We recommend looking at other test files to observe conventions for testing.
    
+
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diff --git a/7.3/developers/contributing/index.html b/7.3/developers/contributing/index.html
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--- /dev/null
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Contributing to jsPsych - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
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+    
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+    
+      
+  
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+  
+  
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+      
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+  
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+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Contributing to jsPsych
    
+
    We welcome contributions of all kinds, including changes to the core codebase, the development of new plugins and extensions, and improvements to the documentation. 
    
+
    The project is managed entirely through the GitHub repository. There you can:
    
+
      
+
    • Use discussions to propose ideas for development and seek feedback on contributions, such as a new plugin.
      • 
+
    • Use issues to identify anything with an actionable next step. For example, a page in the documentation that needs to be fixed, a bug in the code, or a specific feature that has a clear scope.
      • 
+
    • Submit a pull request with modifications to the codebase. Pull requests will be reviewed by one or more members of the core team.
      • 
+
    
+
    Guidelines for contibuting
    
+
    Contributing to the codebase
    
+
    We welcome contributions of any scope. Before we can merge changes into the main codebase, we generally require a few things. Note that you are welcome to contribute code without these things in place, but it will help us get to your contribution faster if you take care of whatever components you are comfortable doing.
    
+
      
+
    • 
+
      The code must be tested through our automated testing system. We use Jest as the testing framework. If you are fixing a bug, consider adding a test case that shows the bug has been resolved. If you are contributing new features, like a new plugin, a test suite for the plugin is very helpful. See testing jsPsych for more information about configuring the test tools and writing tests.
      
+
      • 
+
    • 
+
      Relevant documentation must be updated. Any pages in /docs that are affected by the contribution should be updated, and if new pages are needed they should be created. For example, if you are contributing a plugin then adding documentation for the plugin and updating the list of available plugins as well as the mkdocs configuration file is very helpful!
      
+
      • 
+
    • 
+
      An example file should be included if applicable. If you are contributing a new feature, new plugin, or new extension, or contributing a modification that changes the behavior of the library in some important way, consider adding an example file to the /examples folder in the repository.
      
+
      • 
+
    • 
+
      A changeset must be included in the pull request. We use changesets to generate new releases and their corresponding release notes. This is a good overview of changesets that explains how to add one to your pull request. Feel free to ask for help with this!
      
+
      • 
+
    • 
+
      Update the contributors.md file. If you are a first time contributor to jsPsych please add your name to our contributors file. And thanks!
      
+
      • 
+
    
+
    Contributing to the documentation
    
+
    We are very appreciative of both small and large contributions to the documentation, from fixing a typo to adding a whole new tutorial. All of the documentation that appears on this site is contained in the /docs folder of the repository. The documentation is built using MkDocs and themed using Material for MkDocs. You can edit any of the markdown files and submit a pull request to modify documentation.
    
+
    If you'd like to test your changes to the documentation locally you'll need to install MkDocs and Material for MkDocs. Then you can run the command mike serve in the root folder of the repository to launch a local webserver and view the documentation.
    
+
    Contributing to jspsych vs. jspsych-contrib
    
+
    If you are developing a new plugin or extension there are two different repositories that you can contribute to: jspsych or jspsych-contrib. 
    
+
    The main jspsych repository is open to new plugins and extensions that are likely to be widely used. We require that contributions to main repository are well documented and tested before they are merged. Contributions to the main repository must use TypeScript. We limit contributions to this repository because once a plugin or extension is in the main codebase we are generally committed to providing updates as we develop new versions of jsPsych. Each new plugin and extension potentially increases the amount of development work that we will need to do in the future, so we are somewhat selective about what we will merge. If you have an idea that you'd like to discuss please open a discussion thread and we'd love to chat about it!
    
+
    The jspsych-contrib repository is open to any contributions that are complete and working code. There are some minimal guidelines in place about basic documentation that should be provided. Contributors can choose whether to develop their plugin or extension using our TypeScript template or using our JavaScript template. Contributions to jspsych-contrib are not evaluated for general usefulness in the same way that contributions to the main repository are. We also periodically consider whether to move contributions into the main repository from jspsych-contrib based on their popularity and completeness (documentation and testing).
    
+
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+
\ No newline at end of file
diff --git a/7.3/developers/documentation/index.html b/7.3/developers/documentation/index.html
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--- /dev/null
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Building the Documentation - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
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+      
+  
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+  
+  
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+  
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+  
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+    
    
+      
+    
    
+    
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+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
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+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
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+            
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+                    
+
+
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+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Building the jsPsych documentation
    
+
    The documentation hosted at https://www.jspsych.org is generated using mkdocs and the mkdocs-material theme. The documentation files are located in the /docs directory of the GitHub repository. The documentation is written using markdown.
    
+
    To build a local copy of the docs, you will need to install mkdocs, mkdocs-material, and mike using poetry. 
    
+
    Install poetry
    
+
    Poetry is a package manager for python. Follow the install instructions on the poetry website to get it running.
    
+
    Install dev dependencies
    
+
    Run the command poetry install in the root directory of jsPsych to install mkdocs, mkdocs-material, and their dependencies.
    
+
    Building a local copy of the docs
    
+
    Run poetry run mike deploy [version] -u to build a new version of the documentation or to override an existing version. For example, if you are testing an edit to version 7.2 of the documentation, run poetry mike deploy 7.2 -u.
    
+
    This will build the documentation and commit it directly to the gh-pages branch.
    
+
    We use mike instead of mkdocs for the build step to support versioning of the documentation. mike runs the mkdocs command under the hood.
    
+
    Viewing the local docs
    
+
    Run poetry run mike serve to launch a local webserver. The docs will be viewable at http://localhost:8000.
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
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+    
    
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+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/developers/extension-development/index.html b/7.3/developers/extension-development/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Extension Development - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
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+            
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+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
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+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Extension development
    
+
    Requirements for an extension
    
+
    As of version 7.0, extensions are JavaScript Classes. An extension must implement:
    
+
+
    Templates
    
+
    Plugins can be written in either plain JavaScript or in TypeScript. Template files for both JavaScript and TypeScript are available in the jspsych-contrib repository.
    
+
    Extension components
    
+
    constructor()
    
+
    The extension's constructor() will be passed a reference to the instance of the JsPsych class that is running the experiment. The constructor should store this reference so that the plugin can access functionality from the core library and its modules.
    
+
    class MyAwesomeExtension {
+  constructor(jsPsych){
+    this.jsPsych = jsPsych;
+  }
+}
+
    
+
    initialize()
    
+
    The initialize() function is called when an instance of jsPsych is first initialized, either through initJsPsych() or new JsPsych(). This is where setup code for the extension should be run. This event will happen once per experiment, unlike the other events which occur with each trial. The params object can include whatever parameters are necessary to configure the extension. The params object is passed from the call to initJsPsych() to initialize() method. initialize() must return a Promise that resolves when the extension is finished initializing. 
    
+
    //... experiment code ...//
+let jsPsych = initJsPsych({
+  extensions: [
+    {type: myAwesomeExtension, params: {demo: 'value'}}
+  ]
+});
+
+//... extension code ...//
+class MyAwesomeExtension {
+
+  initialize(params){
+    return new Promise((resolve, reject)=>{
+      console.log(params.demo); // will output 'value'
+
+      resolve(); // finish initialzing
+    })
+  }
+}
+
    
+
    on_start()
    
+
    on_start() is called at the start of the plugin execution, prior to calling plugin.trial. This is where trial-specific initialization can happen, such as creating empty containers to hold data or resetting internal state. The params object is passed from the declaration of the extension in the trial object. You can use params to customize the behavior of the extension for each trial.
    
+
    //... experiment code ...//
+let trial = {
+  type: htmlKeyboardResponse,
+  stimulus: "You're awesome!",
+  extensions: [
+    {type: myAwesomeExtension, params: {demo: 'value'}}
+  ]
+});
+
+//... extension code ...//
+class MyAwesomeExtension {
+
+  initialize(params){ ... }
+
+  on_start(params){
+    console.log(params.demo); // outputs 'value' before the trial begins.
+  }
+}
+
    
+
    on_load()
    
+
    on_load() is called after the on_load event for the plugin has completed, which is typically when the plugin has finished executing initial DOM-modifying code and has set up various event listeners. This is where the extension can begin actively interacting with the DOM and recording data. The params object is passed from the declaration of the extension in the trial object. You can use params to customize the behavior of the extension for each trial.
    
+
    //... experiment code ...//
+let trial = {
+  type: htmlKeyboardResponse,
+  stimulus: "You're awesome!",
+  extensions: [
+    {type: myAwesomeExtension, params: {demo: 'value'}}
+  ]
+});
+
+//... extension code ...//
+class MyAwesomeExtension {
+
+  initialize(params){ ... }
+
+  on_start(params){ ... }
+
+  on_load(params){
+    // replaces the contents of the display with 'value';
+    this.jsPsych.getDisplayElement().innerHTML = params.demo;
+  }
+}
+
    
+
    on_finish()
    
+
    on_finish() is called after the plugin invokes jsPsych.finishTrial(). This can be used for any teardown at the end of the trial. This method should return an object of data to append to the plugin's data. Note that this event fires before the on_finish event for the plugin, so data added by the extension is accessible in any trial on_finish event handlers. The params object is passed from the declaration of the extension in the trial object. You can use params to customize the behavior of the extension for each trial.
    
+
    //... experiment code ...//
+let trial = {
+  type: htmlKeyboardResponse,
+  stimulus: "You're awesome!",
+  extensions: [
+    {type: myAwesomeExtension, params: {demo: 'value'}}
+  ],
+  on_finish: (data) => {
+    console.log(data.awesome); // will output 'value'.
+  }
+});
+
+//... extension code ...//
+class MyAwesomeExtension {
+
+  initialize(params){ ... }
+
+  on_start(params){ ... }
+
+  on_load(params){ ... }
+
+  on_finish(params){
+    return {
+      awesome: params.value
+    }
+  }
+}
+
    
+
    static .info
    
+
    The info property for the class must contain an object with a name property that has a unique name for the extension.
    
+
    class MyAwesomeExtension {
+
+}
+
+MyAwesomeExtension.info = {
+  name: 'awesome'
+}
+
    
+
    Optional methods
    
+
    The extension can also include any additional methods that are necessary for interacting with it. See the webgazer extension for an example.
    
+
    Advice for writing extensions
    
+
    If you are developing an extension with the aim of including it in the main jsPsych repository we encourage you to follow the contribution guidelines. 
    
+
    In general, extensions should be able to work with any plugin. They should make very few assumptions about what the DOM will contain beyond the container elements generated by jsPsych. If you are making an extension targeted at one or a small number of specific plugins, consider modifying the plugin code instead.
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/developers/plugin-development/index.html b/7.3/developers/plugin-development/index.html
new file mode 100755
index 00000000..aaedc360
--- /dev/null
+++ b/7.3/developers/plugin-development/index.html
@@ -0,0 +1,2430 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Plugin Development - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Plugin development
    
+
    Requirements for a plugin
    
+
    As of version 7.0, plugins are JavaScript Classes. A plugin must implement:
    
+
+
    Templates
    
+
    Plugins can be written in either plain JavaScript or in TypeScript. Template files for both JavaScript and TypeScript are available in the jspsych-contrib repository.
    
+
    Plugin components
    
+
    constructor()
    
+
    The plugin's constructor() will be passed a reference to the instance of the JsPsych class that is running the experiment. The constructor should store this reference so that the plugin can access functionality from the core library and its modules.
    
+
    constructor(jsPsych){
+  this.jsPsych = jsPsych;
+}
+
    
+
    trial()
    
+
    The plugin's trial() method is responsible for running a single trial. When the jsPsych timeline reaches a trial using the plugin it will invoke the trial() method for the plugin.
    
+
    There are three parameters that are passed into the trial method. 
    
+
      
+
    • display_element is the DOM element where jsPsych content is being rendered. This parameter will be an HTMLElement, and you can use it to modify the portion of the document that jsPsych controls.
      • 
+
    • trial is an object containing all of the parameters specified in the corresponding TimelineNode. 
      • 
+
    • on_load is an optional parameter that contains a callback function to invoke when trial() has completed its initial loading. See handling the on_load event.
      • 
+
    
+
    The only requirement for the trial method is that it calls jsPsych.finishTrial() when it is done. This is how jsPsych knows to advance to the next trial in the experiment (or end the experiment if it is the last trial). The plugin can do whatever it needs to do before that point.
    
+
    static info
    
+
    The plugin's info property is an object with a name and parameters property. 
    
+
    const info = {
+  name: 'my-awesome-plugin',
+  parameters: { }
+}
+
    
+
    The parameters property is an object containing all of the parameters for the plugin. Each parameter has a type and default property.
    
+
    const info = {
+  name: 'my-awesome-plugin',
+  parameters: { 
+    image: {
+      type: jspsych.ParameterType.IMAGE,
+      default: undefined
+    },
+    image_duration: {
+      type: jspsych.ParameterType.INT,
+      default: 500
+    }
+  }
+}
+
    
+
    If the default value is undefined then a user must specify a value for this parameter when creating a trial using the plugin on the timeline. If they do not, then an error will be generated and shown in the console. If a default value is specified in info then that value will be used by the plugin unless the user overrides it by specifying that property.
    
+
    jsPsych allows most plugin parameters to be dynamic, which means that the parameter value can be a function that will be evaluated right before the trial starts. However, if you want your plugin to have a parameter that is a function that shouldn't be evaluated before the trial starts, then you should make sure that the parameter type is 'FUNCTION'. This tells jsPsych not to evaluate the function as it normally does for dynamic parameters. See the canvas-* plugins for examples.
    
+
    The info object should be a static member of the class, as shown below.
    
+
    const info = {
+  name: 'my-awesome-plugin',
+  parameters: { 
+    image: {
+      type: jspsych.ParameterType.IMAGE,
+      default: undefined
+    },
+    image_duration: {
+      type: jspsych.ParameterType.INT,
+      default: 500
+    }
+  }
+}
+
+class MyAwesomePlugin {
+  constructor(...)
+
+  trial(...)
+}
+
+MyAwesomePlugin.info = info;
+
    
+
    Plugin functionality
    
+
    Inside the .trial() method you can do pretty much anything that you want, including modifying the DOM, setting up event listeners, and making asynchronous requests. In this section we'll highlight a few common things that you might want to do as examples.
    
+
    Changing the content of the display
    
+
    There are a few ways to change the content of the display. The display_element parameter of the trial method contains the HTMLElement for displaying jsPsych content, so you can use various JavaScript methods for interaction with the display element. A common one is to change the innerHTML. Here's an example of using innerHTML to display an image specified in the trial parameters.
    
+
    trial(display_element, trial){
+  let html_content = `<img src="${trial.image}"></img>`;
+
+  display_element.innerHTML = html_content;
+}
+
    
+
    jsPsych doesn't clear the display before or after each trial, so it is usually appropriate to use innerHTML to clear the display at the end of a trial.
    
+
    display_element.innerHTML = '';
+
    
+
    Waiting for specified durations
    
+
    If you need to delay code execution for a fixed amount of time, we recommend using jsPsych's wrapper of the setTimeout() function, jsPsych.pluginAPI.setTimeout(). In 7.0 the only advantage of using this method is that it registers the timeout handler so that it can be easily cleared at the end of the trial using jsPsych.pluginAPI.clearAllTimeouts(). In future versions we may replace the implementation of jsPsych.pluginAPI.setTimeout() with improved timing functionality based on requestAnimationFrame. 
    
+
    trial(display_element, trial){
+  // show image
+  display_element.innerHTML = `<img src="${trial.image}"></img>`;
+
+  // hide image after trial.image_duration milliseconds
+  this.jsPsych.pluginAPI.setTimeout(()=>{
+    display_element.innerHTML = '';
+  }, trial.image_duration);
+}
+
    
+
    Responding to keyboard events
    
+
    While the plugin framework allows you to set up any events that you would like to, including normal handling of keyup or keydown events, the jsPsych.pluginAPI module contains the getKeyboardResponse function, which implements some additional helpful functionality for key responses in an experiment.
    
+
    Here's a basic example. See the getKeyboardResponse docs for additional examples.
    
+
    trial(display_element, trial){
+  // show image
+  display_element.innerHTML = `<img src="${trial.image}"></img>`;
+
+  const after_key_response = (info) => {
+    // hide the image
+    display_element.innerHTML = '';
+
+    // record the response time as data
+    let data = {
+      rt: info.rt
+    }
+
+    // end the trial
+    this.jsPsych.finishTrial(data);
+  }
+
+  // set up a keyboard event to respond only to the spacebar
+  this.jsPsych.pluginAPI.getKeyboardResponse({
+    callback_function: after_key_response,
+    valid_responses: [' '],
+    persist: false
+  });
+}
+
    
+
    Asynchronous loading
    
+
    One of the trial events is on_load, which is normally triggered automatically when the .trial() method returns. In most cases, this return happens after the plugin has done its initial setup of the DOM (e.g., rendering an image, setting up event listeners and timers, etc.). However, in some cases a plugin may implement an asynchronous operation that needs to complete before the initial loading of the plugin is considered done. An example of this is the audio-keyboard-response plugin, in which the check to see if the audio file is loaded is asynchronous and the .trial() method returns before the audio file has been initialized and the display updated. 
    
+
    If you would like to manually trigger the on_load event for a plugin, the .trial() method accepts an optional third parameter that is a callback function to invoke when loading is complete. 
    
+
    In order to tell jsPsych to not invoke the regular callback when the .trial() method returns, you need to explicitly return a Promise. As of version 7.0 this Promise only serves as a flag to tell jsPsych that the on_load event should not be triggered. In future versions we may make the Promise functional so that the trial operation can be an async function.
    
+
    Here's a sketch of how the on_load event can be utilized in a plugin. Note that this example is only a sketch and leaves out all the stuff that happens between loading and finishing the trial. See the source for the audio-keyboard-response plugin for a complete exampe.
    
+
    trial(display_element, trial, on_load){
+  let trial_complete;
+
+  do_something_asynchronous().then(()=>{
+    on_load();
+  });
+
+  const end_trial = () => {
+    this.jsPsych.finishTrial({...})
+    trial_complete(); // not strictly necessary, but doesn't hurt.
+  }
+
+  return new Promise((resolve)=>{
+    trial_complete = resolve;
+  })
+}
+
    
+
    Save data
    
+
    To write data to jsPsych's data collection pass an object of data as the parameter to jsPsych.finishTrial().
    
+
    constructor(jsPsych){
+  this.jsPsych = jsPsych;
+}
+
+trial(display_element, trial){
+  let data = {
+    correct: true,
+    rt: 350
+  }
+
+  this.jsPsych.finishTrial(data);
+}
+
    
+
    The data recorded will be that correct is true and that rt is 350. Additional data for the trial will also be collected automatically.
    
+
    Simulation mode
    
+
    Plugins can optionally support simulation modes.
    
+
    To add simulation support, a plugin needs a simulate() function that accepts four arguments
    
+
    simulate(trial, simulation_mode, simulation_options, load_callback)
    
+
      
+
    • trial: This is the same as the trial parameter passed to the plugin's trial() method. It contains an object of the parameters for the trial.
      • 
+
    • simulation_mode: A string, either "data-only" or "visual". This specifies which simulation mode is being requested. Plugins can optionally support "visual" mode. If "visual" mode is not supported, the plugin should default to "data-only" mode when "visual" mode is requested.
      • 
+
    • simulation_options: An object of simulation-specific options.
      • 
+
    • load_callback: A function handle to invoke when the simulation is ready to trigger the on_load event for the trial. It is important to invoke this at the correct time during the simulation so that any on_load events in the experiment execute as expected.
      • 
+
    
+
    Typically the flow for supporting simulation mode involves:
    
+
      
+
    1. Generating artificial data that is consistent with the trial parameters.
      2. 
+
    2. Merging that data with any data specified by the user in simulation_options.
      3. 
+
    3. Verifying that the final data object is still consistent with the trial parameters. For example, checking that RTs are not longer than the duration of the trial.
      4. 
+
    4. In data-only mode, call jsPsych.finishTrial() with the artificial data.
      5. 
+
    5. In visual mode, invoke the trial() method of the plugin and then use the artificial data to trigger the appropriate events. There are a variety of methods in the Plugin API module to assist with things like simulating key presses and mouse clicks.
      6. 
+
    
+
    We plan to add a longer guide about simulation development in the future. For now, we recommend browsing the source code of plugins that support simulation mode to see how the flow described above is implemented.
    
+
    Advice for writing plugins
    
+
    If you are developing a plugin with the aim of including it in the main jsPsych repository we encourage you to follow the contribution guidelines. 
    
+
    We also recommend that you make your plugin as general as possible. Consider using parameters to give the user of the plugin as many options for customization as possible. For example, if you have any text that displays in the plugin including things like button labels, implement the text as a parameter. This allows users running experiments in other languages to replace text values as needed.
    
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diff --git a/7.3/extensions/list-of-extensions/index.html b/7.3/extensions/list-of-extensions/index.html
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+
+
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+  
+    
+      
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+      
+        List of Extensions - jsPsych
+      
+    
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+
+
    List of Plugins
    
+
    These are the extensions that are included in the jsPsych release. 
    
+
    Additional extensions may be available in the community contributions repository. 
    
+
    For an overview of what extensions are and how they work, see our extensions overview.
    
+
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    ExtensionDescription
    mouse‑trackingEnables tracking of mouse events and recording location of objects on screen.
    record‑videoRecord video data from the participant's webcam during a trial.
    webgazerEnables eye tracking using the WebGazer library.
    
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diff --git a/7.3/extensions/mouse-tracking/index.html b/7.3/extensions/mouse-tracking/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
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+      
+    
+    
+      
+        mouse-tracking - jsPsych
+      
+    
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+
+
    mouse-tracking
    
+
    This extension supports mouse tracking. 
+Specifically, it can record the x y coordinates and time of mousemove events, mousedown events, and mouseup events.
+It also allows recording of the bounding rectangle of elements on the screen to support the calculation of mouse events relative to different elements.
    
+
    Parameters
    
+
    Initialization Parameters
    
+
    Initialization parameters can be set when calling initJsPsych()
    
+
    initJsPsych({
+  extensions: [
+    {type: jsPsychExtensionMouseTracking, params: {...}}
+  ]
+})
+
    
+
+
+
+
+
+
+
+
+
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+
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+
+
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+
+
    ParameterTypeDefault ValueDescription
    minimum_sample_timenumber0The minimum time between samples for mousemove events in milliseconds. If mousemove events occur more rapidly than this limit, they will not be recorded. Use this if you want to keep the data files smaller and don't need high resolution tracking data. The default value of 0 means that all events will be recorded.
    
+
    Trial Parameters
    
+
    Trial parameters can be set when adding the extension to a trial object.
    
+
    var trial = {
+  type: jsPsych...,
+  extensions: [
+    {type: jsPsychExtensionMouseTracking, params: {...}}
+  ]
+}
+
    
+
+
+
+
+
+
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+
+
    ParameterTypeDefault ValueDescription
    targetsarray[]A list of elements on the page that you would like to record the coordinates of for comparison with the mouse tracking data. Each entry in the array should be a valid CSS selector string that identifies the element. The selector string should be valid for exactly one element on the page. If the selector is valid for more than one element then only the first matching element will be recorded.
    eventsarray['mousemove']A list of events to track. Can include 'mousemove', 'mousedown', and 'mouseup'.
    
+
    Data Generated
    
+
+
+
+
+
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+
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+
    NameTypeValue
    mouse_tracking_dataarrayAn array of objects containing mouse movement data for the trial. Each object has an x, a y,  a t, and an event property. The x and y properties specify the mouse coordinates in pixels relative to the top left corner of the viewport and t specifies the time in milliseconds since the start of the trial. The event will be either 'mousemove', 'mousedown', or 'mouseup' depending on which event was generated.
    mouse_tracking_targetsobjectAn object contain the pixel coordinates of elements on the screen specified by the .targets parameter. Each key in this object will be a selector property, containing the CSS selector string used to find the element. The object corresponding to each key will contain x and y properties specifying the top-left corner of the object, width and height values, plus top, bottom, left, and right parameters which specify the bounding rectangle of the element.
    
+
    Examples
    
+
    
+Record mouse movement data and play it back
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: '<div id="target" style="width:250px; height: 250px; background-color: #333; margin: auto;"></div>',
+  choices: ['Done'],
+  prompt: "<p>Move your mouse around inside the square.</p>",
+  extensions: [
+    {type: jsPsychExtensionMouseTracking, params: {targets: ['#target']}}
+  ],
+  data: {
+    task: 'draw'
+  }
+};
+
+var replay = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: '<div id="target" style="width:250px; height: 250px; background-color: #333; margin: auto; position: relative;"></div>',
+  choices: ['Done'],
+  prompt: "<p>Here's the recording of your mouse movements</p>",
+  on_load: function(){
+    var mouseMovements = jsPsych.data.get().last(1).values()[0].mouse_tracking_data;
+    var targetRect = jsPsych.data.get().last(1).values()[0].mouse_tracking_targets['#target'];
+
+    var startTime = performance.now();
+
+    function draw_frame() {
+      var timeElapsed = performance.now() - startTime;
+      var points = mouseMovements.filter((x) => x.t <= timeElapsed);
+      var html = ``;
+      for(var p of points){
+        html += `<div style="width: 3px; height: 3px; background-color: blue; position: absolute; top: ${p.y - 1 - targetRect.top}px; left: ${p.x - 1 - targetRect.left}px;"></div>`
+      }
+      document.querySelector('#target').innerHTML = html;
+      if(points.length < mouseMovements.length) {
+        requestAnimationFrame(draw_frame);
+      }
+    }
+
+    requestAnimationFrame(draw_frame);
+
+  },
+  data: {
+    task: 'replay'
+  }
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
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diff --git a/7.3/extensions/record-video/index.html b/7.3/extensions/record-video/index.html
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+
+
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+  
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+      
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+        record-video - jsPsych
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+
    record-video
    
+
    This extension records video from the participant's webcam during a trial. 
    
+
    This extension encodes the video data in base 64 format. 
+This is a text-based representation of the video which can be coverted to various video formats using a variety of online tools as well as in languages like python and R.
    
+
    Parameters
    
+
    Initialization Parameters
    
+
    Initialization parameters can be set when calling initJsPsych()
    
+
    initJsPsych({
+  extensions: [
+    {type: jsPsychExtensionRecordVideo, params: {...}}
+  ]
+})
+
    
+
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+
    ParameterTypeDefault ValueDescription
    None
    
+
    Trial Parameters
    
+
    Trial parameters can be set when adding the extension to a trial object.
    
+
    var trial = {
+  type: jsPsych...,
+  extensions: [
+    {type: jsPsychExtensionRecordVideo, params: {...}}
+  ]
+}
+
    
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    None
    
+
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    NameTypeValue
    record_video_database64 stringBase 64 encoded representation of the video data.
    
+
    Examples
    
+
    
+Record video data during a trial
+
    
+
    
+
    
+
    const init_camera = {
+  type: jsPsychInitializeCamera
+};
+
+const trial = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: `<div id="target" style="width:250px; height: 250px; background-color: #333; position: relative; margin: 2em auto;">
+      <div class="orbit" style="width:25px; height:25px; border-radius:25px;background-color: #f00; position: absolute; top:calc(50% - 12px); left:calc(50% - 12px);"></div>
+    </div>
+    <style>
+      .orbit {
+        transform: translateX(100px);
+        animation: orbit 4s infinite;
+      }
+      @keyframes orbit {
+        0% {
+          transform: rotate(0deg) translateX(100px);
+        }
+        100% {
+          transform: rotate(360deg) translateX(100px);
+        }
+      }
+    </style>`,
+  choices: ['Done'],
+  prompt: "<p>Video is recording. Click done after a few seconds.</p>",
+  extensions: [
+    {type: jsPsychExtensionRecordVideo}
+  ]
+};
+
    
+
    
+
    
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+
    Open demo in new tab
    
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diff --git a/7.3/extensions/webgazer/index.html b/7.3/extensions/webgazer/index.html
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+  
+    
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+        webgazer - jsPsych
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+    
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+
    webgazer
    
+
    This extension supports eye tracking through the WebGazer library. For a narrative description of how to use this extension see the eye tracking overview.
    
+
    Parameters
    
+
    Initialization Parameters
    
+
    Initialization parameters can be set when calling initJsPsych()
    
+
    initJsPsych({
+  extensions: [
+    {type: jsPsychExtensionWebgazer, params: {...}}
+  ]
+})
+
    
+
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    ParameterTypeDefault ValueDescription
    webgazerobjectundefinedYou can explicitly pass a reference to a loaded instance of the webgazer.js library. If no explicit reference is passed then the extension will look for a global webgazer object. If you are loading webgazer.js via a <script> tag you do not need to set this parameter in most circumstances.
    auto_initializeboolfalseWhether to automatically initialize webgazer when the experiment begins. If set to true then the experiment will attempt to access the user's webcam immediately upon page load. The default value is false because it is probably a good idea to explain to the user why camera permission will be needed before asking for it. The webgazer-init-camera plugin can be used to initialize the camera during the experiment.
    round_predictionsbooltrueWhether to round the x,y coordinates predicted by WebGazer to the nearest whole number. This greatly reduces the size of the data, as WebGazer records data to 15 decimal places by default. Given the noise of the system, there's really no need to record data to this level of precision.
    sampling_intervalnumeric34Sets the interval between gaze predictions. Because the underlying code is partially asynchronous, this interval is only approximate. The sampling interval will not be faster than this, on average, but the time between samples may fluctuate. Setting the interval too fast will create performance problems and produce redundant data, as the video feed from most webcams only updates about 30 times per second.
    
+
    Trial Parameters
    
+
    Trial parameters can be set when adding the extension to a trial object.
    
+
    var trial = {
+  type: jsPsych...,
+  extensions: [
+    {type: jsPsychExtensionWebgazer, params: {...}}
+  ]
+}
+
    
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    ParameterTypeDefault ValueDescription
    targetsarray[]A list of elements on the page that you would like to record the coordinates of for comparison with the WebGazer data. Each entry in the array should be a valid CSS selector string that identifies the element. The selector string should be valid for exactly one element on the page. If the selector is valid for more than one element then only the first matching element will be recorded.
    
+
    Data Generated
    
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+
    NameTypeValue
    webgazer_dataarrayAn array of objects containing gaze data for the trial. Each object has an x, a y, and a t property. The x and y properties specify the gaze location in pixels and t specifies the time in milliseconds since the start of the trial.
    webgazer_targetsobjectAn object contain the pixel coordinates of elements on the screen specified by the .targets parameter. Each key in this object will be a selector property, containing the CSS selector string used to find the element. The object corresponding to each key will contain x and y properties specifying the top-left corner of the object, width and height values, plus top, bottom, left, and right parameters which specify the bounding rectangle of the element.
    
+
    Functions
    
+
    In addition to the jsPsych webgazer-* plugins, the jsPsych webgazer extension provides a set of functions that allow the researcher to interact more directly with WebGazer. These functions can be called at any point during an experiment, and are crucial for building trial plugins that interact with WebGazer. All of the functions below must be prefixed with jsPsych.extensions.webgazer (e.g. jsPsych.extensions.webgazer.faceDetected()).
    
+
    start()
    
+
    Performs initialization of webgazer, including requesting permissions from the user to access the camera. Returns a Promise that resolves when the camera is initialized and fails if the camera cannot be accessed, e.g., because the user denies permission. This is handled automatically if using the webgazer-init-camera plugin or setting auto_initialize to true in the extension parameters.
    
+
    isInitialized()
    
+
    Returns true if start() has been successfully called at some point, and false otherwise.
    
+
    faceDetected()
    
+
    Returns true if WebGazer is ready to make predictions (webgazer.getTracker().predictionReady is true).
    
+
    showPredictions()
    
+
    Turns on WebGazer's real-time visualization of predicted gaze location.
    
+
    hidePredictions()
    
+
    Turns off WebGazer's real-time visualization of predicted gaze location.
    
+
    showVideo()
    
+
    Turns on a display of the webcam image, guiding box for positioning the face, and WebGazer's estimate of the location of facial landmarks.
    
+
    hideVideo()
    
+
    Turns off the camera display.
    
+
    resume()
    
+
    Turns on gaze prediction. The extension will automatically handle this for you in most cases. You probably only need to use this if you are writing your own plugin that interfaces directly with WebGazer.
    
+
    pause()
    
+
    Turns off gaze prediction. The extension will automatically handle this for you in most cases. You probably only need to use this if you are writing your own plugin that interfaces directly with WebGazer.
    
+
    resetCalibration()
    
+
    Clears all calibration data.
    
+
    startMouseCalibration()
    
+
    Turns on mouse movement and mouse clicks as calibration events. While the webgazer-calibration plugin can also be used to run a parmeterized calibration routine, this calibration function call allows you to continuously calibrate WebGazer to any mouse movements or clicks throughout the experiment. For example, any *-button-response trial would also function as a WebGazer calibration event. 
    
+
    stopMouseCalibration()
    
+
    Stops WebGazer from using mouse movements and mouse clicks as calibration events.
    
+
    calibratePoint(x, y)
    
+
    Instructs WebGazer to register the location x, y (in screen pixel coordinates) as a calibration event. Can be used for passive viewing calibration, i.e., instructing participants to fixate at a particular location.
    
+
    setRegressionType(regression_type)
    
+
    Change the method that WebGazer is using to perform feature -> location regression. Valid options are ridge, weightedRidge, and threadedRidge. See the WebGazer docs for more information about these options.
+The extension uses the default mode specified by WebGazer (currently ridge).
    
+
    getCurrentPrediction()
    
+
    Get the current predicted gaze location from WebGazer. This returns a Promise that resolves once WebGazer has finished computing the gaze prediction. The Promise has a single parameter with an object with x, y, and, t parameters. t will be the value of performance.now() at approximately the time that the video frame was recorded. 
    
+
    startSampleInterval(interval)
    
+
    Starts sampling gaze predictions every interval milliseconds. If interval is left undefined then the default value at extension initialization is used. Every sample will trigger an onGazeUpdate callback, as well as side effects that result in data storage within the extension.
    
+
    stopSampleInterval()
    
+
    Stops the sampling started by startSampleInterval().
    
+
    onGazeUpdate(callback)
    
+
    Subscribe to gaze updates. The callback will be invoked every time a new gaze prediction is generated. The first argument of the callback will be an object with x, y, and, if currently in a trial with the extension turned on, the time t in ms since the start of the trial. t will be the value of performance.now() at approximately the time that the video frame was recorded. If currently in an active trial then t will be relative to the start of the trial.
    
+
    This function returns a close handler. When you no longer need to subscribe to gaze updates, call the close handler. Example:
    
+
    var cancelGazeUpdateHandler = jsPsych.extensions.webgazer.onGazeUpdate(function(prediction){
+  console.log(`Currently looking at ${prediction.x}, ${prediction.y}`);
+});
+
+cancelGazeUpdateHandler();
+
    
+
    You can add multiple handlers. Handlers are not closed automatically, so be sure to cancel them when no longer needed.
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
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+
+  
+    
+      
+      
+      
+      
+      
+        
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+        jsPsych
+      
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+
    
+
    jsPsych
    
+
    jsPsych is a JavaScript framework for creating behavioral experiments that run in a web browser. 
    
+
    Experiments in jsPsych are created using plugins. 
+Each plugin defines different kinds of events, like showing an image on the screen, and collects different kinds of data, like recording which key was pressed at which time. 
+You can use the plugins that are included with jsPsych, use plugins that are developed by community members in the contrib repository, or create your own plugins.
+By assembling different plugins together into a timeline, it is possible to create a wide range of experiments. 
    
+
    The page on timelines is a good place to start learning about jsPsych. 
+From there, you might want to complete the hello world tutorial to learn how to set up a jsPsych experiment and the reaction time experiment tutorial to learn the core features of the framework.
    
+
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\ No newline at end of file
diff --git a/7.3/overview/browser-device-support/index.html b/7.3/overview/browser-device-support/index.html
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+
+
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+  
+    
+      
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+        Browser and Device Support - jsPsych
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+
    Browser and Device Support
    
+
    Desktop and Laptop Browsers
    
+
    Supported
    
+
    jsPsych supports recent versions of the four most commonly-used web browsers:
    
+
      
+
    • Chrome
      • 
+
    • Firefox
      • 
+
    • Safari
      • 
+
    • Edge
      • 
+
    
+
    This means that jsPsych should work on these browsers. If something doesn't work as you expect on one of the browsers above, it might be a bug that should be fixed. You can search for and report bugs on the jsPsych GitHub Issues page. We're very grateful for anyone who takes the time to report bugs - it helps improve the library for everyone!
    
+
    Unsupported
    
+
    There are many other web browsers that are available, but that are not commonly used. The most well-known of these are Internet Explorer and Opera. jsPsych is not tested on these and other browsers not listed in the Supported section above. jsPsych experiments might work in these browsers, but they might not. If you want to give participants the option to use unsupported browsers, then we recommend carefully testing your experiment to make sure that everything works as expected. Otherwise, we suggest asking your participants to only use a supported browser, or incorporating browser, device, and/or feature checks at the start of your experiment. jsPsych offers built-in methods for exclusion based on minimum browser size and WebAudio API compatibility. You can incorporate other browser/device/feature checks into your experiment by adding custom JavaScript code.
    
+
    Mobile Devices
    
+
    In general, jsPsych experiments can be run on mobile devices (smartphones and tablets). However, certain plugins will not work on mobile. For instance, any plugin that requires a keyboard response without a text input box, such as the *-keyboard-response plugins, will not work. Even plugins that do work on mobile might work differently than they do on desktop and laptop computers. For instance, on mobile devices, a text input box will cause an on-screen keyboard to pop up, which affects the visible content on the screen.
    
+
    If you plan to run an experiment that allows people to use mobile devices, we recommend doing some extra testing to make sure that everything works as expected. In particular, you may want to check that:
+* Font sizes are readable on smaller screens
+* Stimuli sizes are large enough and appropriate for the task
+* Page is laid out as intended (e.g. elements are centered and do not overlap)
+* Response options are touchscreen-friendly (e.g. buttons rather than key presses)
+* Response options (e.g. buttons, text boxes, radio buttons) are large enough and far enough apart to be easily selected with a finger tap
    
+
    It's possible to use your browser's developer tools to emulate mobile devices (this page shows how to do it in Chrome), which is useful for getting a sense of how your experiment will look on mobile devices. Just be aware that there are limitations to emulator tools, and there are some aspects of mobile devices/browsers that a desktop browser will not be able to simulate.
    
+
    Mobile Browsers
    
+
    The browser options for mobile phones and tablets are slightly different than those for desktop and laptop computers. In addition to mobile versions of Chrome, Firefox, Safari, and Edge, other notable mobile browsers include Opera Mobile, Samsung Internet, UC Browser, and Dolphin. Because of the greater diversity of mobile browsers and volatility in their usage statistics, jsPsych does not officially support any particular set of mobile browsers. However, we do anticipate that most experiments should work in most mobile browsers, especially the mobile versions of browsers that we do support in Desktop mode. If you run into a problem using jsPsych in mobile browsers, please report it on the jsPsych GitHub Issues page! We do our best to fix browser incompatibilities that are not specific to a single experiment.
    
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+
+
+
+  
+    
+      
+      
+      
+      
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+        
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+      
+      
+    
+    
+      
+        Data Storage, Aggregation, and Manipulation - jsPsych
+      
+    
+    
+      
+      
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+        
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+          
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+    
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+
+  
    Data Storage, Aggregation, and Manipulation
    
+
+
    Data in jsPsych: permanent and non-permanent data.
    
+
    There are two very different kinds of data storage: data stored in memory and data stored permanently. Data stored permanently exists even after the browser running jsPsych closes, typically in a database or in a file on a server. Data stored in memory exists only as long the browser window running jsPsych is open.
    
+
    jsPsych has many features for interacting with data stored in memory, but few for permanent data storage. This is a deliberate choice, as there are dozens of ways that data could be stored permanently. jsPsych does not lock you into one particular solution. However, saving data permanently is obviously a crucial component of any experiment, and the second half of this page contains a few suggestions on how to accomplish permanent data storage.
    
+
    Storing data in jsPsych's data structure
    
+
    jsPsych has a centralized collection of data that is built as the experiment runs. Each trial adds to the collection, and you can access the data with various functions, including jsPsych.data.get(), which returns the entire set of data.
    
+
    In most cases, data collection will be automatic and hidden. Plugins save data on their own so it is not uncommon to have the only interaction with the data be at the end of the experiment when it is time to save it in a permanent manner (see sections below about how to do this). However, there are some situations in which you may want to interact with the data; in particular, you may want to store additional data that the plugins are not recording, like a subject identifier or condition assignment. You may also want to add data on a trial by trial basis. For example, in a Stroop paradigm you would want to label which trials are congruent and which are incongruent. These scenarios are explored below.
    
+
    Adding data to all trials
    
+
    Often it is useful to add a piece of data to all of the trials in the experiment. For example, appending the subject ID to each trial. This can be done  with the jsPsych.data.addProperties() function. Here is an example:
    
+
    // generate a random subject ID with 15 characters
+var subject_id = jsPsych.randomization.randomID(15);
+
+// pick a random condition for the subject at the start of the experiment
+var condition_assignment = jsPsych.randomization.sampleWithoutReplacement(['conditionA', 'conditionB', 'conditionC'], 1)[0];
+
+// record the condition assignment in the jsPsych data
+// this adds a property called 'subject' and a property called 'condition' to every trial
+jsPsych.data.addProperties({
+  subject: subject_id,
+  condition: condition_assignment
+});
+
    
+
    Adding data to a particular trial or set of trials
    
+
    Data can be added to a particular trial by setting the data parameter for the trial. The data parameter is an object of key-value pairs, and each pair is added to the data for that trial.
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'imgA.jpg',
+  data: { image_type: 'A' }
+}
+
    
+
    Data declared in this way is also saved in the trials on any nested timelines:
    
+
    var block = {
+  type: jsPsychImageKeyboardResponse,
+  data: { image_type: 'A' },
+  timeline: [
+    {stimulus: 'imgA1.jpg'},
+    {stimulus: 'imgA2.jpg'}
+  ]
+}
+
    
+
    The data object for a trial can also be updated in the on_finish event handler. You can override properties or add new ones. This is particularly useful for cases where the value depends on something that happened during the trial.
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'imgA.jpg',
+  on_finish: function(data){
+    if(jsPsych.pluginAPI.compareKeys(data.response, 'j')){
+      data.correct = true;
+    } else {
+      data.correct = false;
+    }
+  }
+}
+
    
+
    Aggregating and manipulating jsPsych data
    
+
    When accessing the data with jsPsych.data.get() the returned object is a special data collection object that exposes a number of methods for aggregating and manipulating the data. The full list of methods is detailed in the data module documentation.
    
+
    Here are some examples of data collection manipulation.
    
+
    All data generated by the image-keyboard-response plugin:
+
    var data = jsPsych.data.get().filter({trial_type: 'image-keyboard-response'});
+
    
+
    All data generated by the categorize-image plugin with a correct response:
+
    var data = jsPsych.data.get().filter({trial_type: 'categorize-image', correct: true});
+
    
+
    All data with a response time between 100 and 500ms:
+
    var data = jsPsych.data.get().filterCustom(function(x){ return x.rt >= 100 && x.rt <=500 });
+
    
+
    Applying filters consecutively to get all trials from a particular plugin with a response time above 100ms:
+
    var data = jsPsych.data.get().filter({trial_type: 'image-keyboard-response'}).filterCustom(function(x){ return x.rt > 100; });
+
    
+
    Getting the data from the last n trials:
+
    var n = 3;
+var data = jsPsych.data.get().last(n);
+
    
+
    Getting the data from the last n trials with a correct response:
+
    var n = 3;
+var data = jsPsych.data.get().filter({correct: true}).last(n);
+
    
+
    Getting the data from the first n trials:
+
    var n = 3;
+var data = jsPsych.data.get().first(n);
+
    
+
    Counting the number of trials in a data collection:
+
    var count = jsPsych.data.get().filter({correct: true}).count();
+
    
+
    Selecting all of the response times from a data collection:
+
    var response_times = jsPsych.data.get().select('rt');
+
    
+
    Calculating various descriptive statistics on the response times in a data collection:
    
+
    jsPsych.data.get().select('rt').mean();
+jsPsych.data.get().select('rt').sum();
+jsPsych.data.get().select('rt').min();
+jsPsych.data.get().select('rt').max();
+jsPsych.data.get().select('rt').variance();
+jsPsych.data.get().select('rt').sd();
+jsPsych.data.get().select('rt').median();
+jsPsych.data.get().select('rt').count();
+
    
+
    Storing data permanently as a file
    
+
    This is one of the simplest methods for saving jsPsych data on the server that is running the experiment. It involves a short PHP script and a few lines of JavaScript code. This method will save each participant's data as a CSV file on the server. This method will only work if you are running on a web server with PHP installed, or a local server with PHP (e.g., XAMPP).
    
+
    This method uses a short PHP script to write files to the server:
    
+
    <?php
+// get the data from the POST message
+$post_data = json_decode(file_get_contents('php://input'), true);
+$data = $post_data['filedata'];
+// generate a unique ID for the file, e.g., session-6feu833950202 
+$file = uniqid("session-");
+// the directory "data" must be writable by the server
+$name = "data/{$file}.csv"; 
+// write the file to disk
+file_put_contents($name, $data);
+?>
+
    
+
    The file_put_contents($name, $data) method requires permission to write new files. An easy way to solve this is to create a directory on the server that will store the data and use the chmod command to give all users write permission to that directory. In the above example, the directory data/ is used to store files.
    
+
    To use the PHP script, the JavaScript that runs jsPsych needs to send the filedata information. This is done through an AJAX call.
    
+
    function saveData(name, data){
+  var xhr = new XMLHttpRequest();
+  xhr.open('POST', 'write_data.php'); // 'write_data.php' is the path to the php file described above.
+  xhr.setRequestHeader('Content-Type', 'application/json');
+  xhr.send(JSON.stringify({filedata: data}));
+}
+
+// call the saveData function after the experiment is over
+initJsPsych({
+   on_finish: function(){ saveData(jsPsych.data.get().csv()); }
+});
+
    
+
    
+
    Danger
    
+
    The example above has minimal security and should probably not be used without additional security measures put in place. The risk is that someone can write arbitrary data using the saveData() function and store it to a file on your webserver. If they can guess the file name generated by the PHP script, or access a directory listing containing all of the filenames, then they can potentially write executable code to your server and run it.
    
+
    One fix is to store the CSV files outside the web directory on the server. This requires changing the path in the PHP script above from /data to a folder that is not accessible on the web. You should only use this solution if you have access to more than just the web directory on your server.
    
+
    You can also configure your web server to block access to the folder you are storing data in.
    
+
    The MySQL option below is more secure. 
    
+
    
+
    Storing data permanently in a MySQL database
    
+
    Another solution for storing data generated by jsPsych is to write it to a database.
    
+
    There are dozens of database options. MySQL is one of the most popular relational databases, is free to use, and relatively easy to install. This code will assume that you have a MySQL database installed on your server that is hosting the jsPsych experiment, and that your server is able to execute PHP code. If you are trying to run on a local machine, you'll need to install a local server environment like XAMPP.
    
+
    You'll need two PHP scripts. The first is a configuration file for your database. Save it as database_config.php on your server. Within this file are configuration options for the database. You'll need to change these according to how you have configured your MySQL installation.
    
+
    <?php
+  $servername = "localhost";
+  $port = 3306;
+  $username = "username";
+  $password = "password";
+  $dbname = "database";
+  $table = "tablename";
+?>
+
    
+
    The second PHP file will write data to the database. This script reads the database to discover what columns are in the table, and then only allows data to be entered in that matches those columns. This is a security feature. Save this file as write_data.php on your server.
    
+
    <?php
+
+// this path should point to your configuration file.
+include('database_config.php');
+
+$data_array = json_decode(file_get_contents('php://input'), true);
+
+try {
+  $conn = new PDO("mysql:host=$servername;port=$port;dbname=$dbname", $username, $password);
+  $conn->setAttribute(PDO::ATTR_ERRMODE, PDO::ERRMODE_EXCEPTION);
+  // First stage is to get all column names from the table and store
+  // them in $col_names array.
+  $stmt = $conn->prepare("SHOW COLUMNS FROM `$table`");
+  $stmt->execute();
+  $col_names = array();
+  while($row = $stmt->fetchColumn()) {
+    $col_names[] = $row;
+  }
+  // Second stage is to create prepared SQL statement using the column
+  // names as a guide to what values might be in the JSON.
+  // If a value is missing from a particular trial, then NULL is inserted
+  $sql = "INSERT INTO $table VALUES(";
+  for($i = 0; $i < count($col_names); $i++){
+    $name = $col_names[$i];
+    $sql .= ":$name";
+    if($i != count($col_names)-1){
+      $sql .= ", ";
+    }
+  }
+  $sql .= ");";
+  $insertstmt = $conn->prepare($sql);
+  for($i=0; $i < count($data_array); $i++){
+    for($j = 0; $j < count($col_names); $j++){
+      $colname = $col_names[$j];
+      if(!isset($data_array[$i][$colname])){
+        $insertstmt->bindValue(":$colname", null, PDO::PARAM_NULL);
+      } else {
+        $insertstmt->bindValue(":$colname", $data_array[$i][$colname]);
+      }
+    }
+    $insertstmt->execute();
+  }
+  echo '{"success": true}';
+} catch(PDOException $e) {
+  echo '{"success": false, "message": ' . $e->getMessage();
+}
+$conn = null;
+?>
+
    
+
    To send the data, we use an XMLHttpRequest request in JavaScript.
+
    function saveData() {
+  var xhr = new XMLHttpRequest();
+  xhr.open('POST', 'write_data.php'); // change 'write_data.php' to point to php script.
+  xhr.setRequestHeader('Content-Type', 'application/json');
+  xhr.onload = function() {
+    if(xhr.status == 200){
+      var response = JSON.parse(xhr.responseText);
+      console.log(response.success);
+    }
+  };
+  xhr.send(jsPsych.data.get().json());
+}
+
    
+
    It's important that the XMLHttpRequest is able to complete before the experiment is closed. If you invoke the saveData() function at the end of your experiment and the subject closes the window before all of the data has been transferred you will lose that data. To mitigate this risk, you can use the call-function plugin's async option to prevent the experiment from progressing until the request is complete.
    
+
    var trial = {
+  type: jsPsychCallFunction,
+  async: true,
+  func: function(done){
+    var xhr = new XMLHttpRequest();
+    xhr.open('POST', 'write_data.php');
+    xhr.setRequestHeader('Content-Type', 'application/json');
+    xhr.onload = function() {
+      if(xhr.status == 200){
+        var response = JSON.parse(xhr.responseText);
+        console.log(response.success);
+      }
+      done(); // invoking done() causes experiment to progress to next trial.
+    };
+    xhr.send(jsPsych.data.get().json());
+  }
+}
+
    
+
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+
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diff --git a/7.3/overview/dynamic-parameters/index.html b/7.3/overview/dynamic-parameters/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
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+        
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+      
+    
+    
+      
+        Dynamic Parameters - jsPsych
+      
+    
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+        
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+          
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+
+
+
    Dynamic parameters
    
+
    Most trial parameters can also be specified as functions. In a typical declaration of a jsPsych trial, parameters are known at the start of the experiment. This makes it impossible to alter the content of the trial based on the outcome of previous trials. However, when functions are used as the parameter value, the function is evaluated right before the trial starts, and the return value of the function is used as the parameter value for that trial. This enables dynamic updating of the parameter based on data that a subject has generated or any other information that you do not know in advance.
    
+
    Examples
    
+
    Providing Feedback
    
+
    Here is a sketch of how this functionality could be used to display feedback to a subject in the Flanker Task.
    
+
    var timeline = [];
+
+var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<<<<<',
+  choices: ['f','j'],
+  data: {
+    stimulus_type: 'congruent',
+    target_direction: 'left'
+  },
+  on_finish: function(data){
+    // Score the response as correct or incorrect.
+    if(jsPsych.pluginAPI.compareKeys(data.response, "f")){
+      data.correct = true;
+    } else {
+      data.correct = false; 
+    }
+  }
+}
+
+var feedback = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: function(){
+    // The feedback stimulus is a dynamic parameter because we can't know in advance whether
+    // the stimulus should be 'correct' or 'incorrect'.
+    // Instead, this function will check the accuracy of the last response and use that information to set
+    // the stimulus value on each trial.
+    var last_trial_correct = jsPsych.data.get().last(1).values()[0].correct;
+    if(last_trial_correct){
+      return "<p>Correct!</p>"; // the parameter value has to be returned from the function
+    } else {
+      return "<p>Wrong.</p>"; // the parameter value has to be returned from the function
+    }
+  }
+}
+
+timeline.push(trial, feedback);
+
    
+
    Randomizing a parameter value
    
+
    Here's an example of using a dynamic parameter to randomize the inter-trial interval (ITI) duration. This time, the dynamic parameter is created using a named function instead of an anonymous function.
    
+
    var random_duration = function() {
+    var rand_dur = jsPsych.randomization.sampleWithoutReplacement([500,600,700,800],1)[0];
+    return rand_dur;
+}
+
+var trial = {
+    type: jsPsychHtmlKeyboardResponse
+    stimulus: '+',
+    post_trial_gap: random_duration  // if you use a named function for a dynamic parameter, then just use the function name (without parentheses after it)
+}
+
    
+
    Storing changing variables in the data
    
+
    The trial's data parameter can be also function, which is useful for when you want to save information to the data that can change during the experiment. For example, if you have a global variable called current_difficulty that tracks the difficulty level in an adaptive task, you can save the current value of this variable to the trial data like this:
    
+
    var current_difficulty; // value changes during the experiment
+
+var trial = {
+  type: jsPsychSurveyText,
+  questions: [{prompt: "Please enter your response."}]
+  data: function() { 
+    return {difficulty: current_difficulty}; 
+  }
+}
+
    
+
    It's also possible to use a function for any of the individual properties in the trial's data object, for instance if you want to combine static and dynamic information in the data:
    
+
    var trial = {
+  type: jsPsychSurveyText,
+  questions: [{prompt: "Please enter your response."}]
+  data: {
+    difficulty: function() { 
+      return current_difficulty; // the difficulty value changes during the experiment
+    },
+    task_part: 'recall', // this part of the data is always the same
+    block_number: 1
+  }
+}
+
    
+
    Nested Parameters
    
+
    Dyanmic parameters work the same way with nested parameters, which are parameters that contain one or more sets of other parameters. For instance, many survey-* plugins have a questions parameter that is a nested parameter: it is an array that contains the parameters for one or more questions on the page. To make the questions parameter dynamic, you can use a function that returns the array with all of the parameters for each question:
    
+
    var subject_id; // value is set during the experiment
+
+var trial = {
+  type: jsPsychSurveyText,
+  questions: function(){
+    var questions_array = [ 
+        {prompt: "Hi "+subject_id+"! What's your favorite city?", required: true, name: 'fav_city'},
+        {prompt: "What is your favorite fruit?", required: true, name: 'fav_fruit'},
+    ];
+    return questions_array;
+  }
+}
+
    
+
    You can also use a function for any of the individual parameters inside of a nested parameter.
    
+
    var trial = {
+  type: jsPsychSurveyText,
+  questions: [
+    { 
+      prompt: function() {  
+        // this question prompt is dynamic - the text that is shown 
+        // will change based on the participant's earlier response
+        var favorite_city = jsPsych.data.getLastTrialData().values()[0].response.fav_city;
+        var text = "Earlier you said your favorite city is "+favorite_city+". What do you like most about "+favorite_city+"?"
+        return text;
+      }, 
+      required: true,
+      rows: 40,
+      columns: 10
+    },
+    { prompt: "What is your favorite fruit?", required: true, name: 'fav_fruit' }
+  ]
+}
+
    
+
    When dynamic parameters can't be used
    
+
    Note that if the plugin expects the value of a given parameter to be a function, then this function will not be evaluated at the start of the trial. This is because some plugins allow the researcher to specify functions that should be called at some point during the trial. Some examples of this include the stimulus parameter in the canvas-* plugins, the mistake_fn parameter in the cloze plugin, and the stim_function parameter in the reconstruction plugin. If you want to check whether this is the case for a particular plugin and parameter, then the parameter's type in the plugin.info section of the plugin file. If the parameter type is ParameterType.FUNCTION, then this parameter must be a function and it will not be executed before the trial starts. 
    
+
    Even though function evaluation doesn't work the same way with these parameters, the fact that the parameters are functions means that you can get the same dynamic functionality. These functions are typically evaluated at some point during the trial, so you still get updates to values within the function during the trial.
    
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+
+
+  
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+      
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+      
+        Events - jsPsych
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+
+
    Event-related callback functions
    
+
    jsPsych offers the ability to call arbitrary functions in response to certain events occurring, like the end of a trial or when new data is saved. This page summarizes the different opportunities for callback functions and how to specify them.
    
+
    
+
    on_close
    
+
    The on_close callback can be declared in the initJsPsych method. The callback triggers when the user leaves the page, but before any content on the page is removed from the browser's memory. This can be used, for example, to save data as the user is leaving the page.
    
+
    initJsPsych({
+  on_close: function(){
+    var data = jsPsych.data.get().json();
+    save_data_to_server(data);
+  }
+});
+
    
+
    
+
    on_data_update
    
+
    The on_data_update callback can be declared in the initJsPsych method. The callback triggers at the end of a data update cycle. This happens after every trial, after the on_finish (trial) and on_trial_finish events execute, allowing you to modify the data in those callbacks, and then use this callback to store the data. The function will be passed a single argument, which contains the data that was written.
    
+
    initJsPsych({
+  on_data_update: function(data) {
+    console.log('Just added new data. The contents of the data are: '+JSON.stringify(data));
+  }
+});
+
    
+
    
+
    on_finish (trial)
    
+
    The on_finish callback can be added to any trial. The callback will trigger whenever the trial ends. The callback function will be passed a single argument, containing the data object from the trial. This data object is editable. Any changes made in the on_finish function will be stored in the internal data collection.
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'imgA.png',
+  on_finish: function(data) {
+    if(jsPsych.pluginAPI.compareKeys(data.response, 'j')){
+      data.correct = true;
+    } else {
+      data.correct = false;
+    }
+  }
+};
+
    
+
    
+
    on_finish (experiment)
    
+
    The on_finish callback can be declared in the initJsPsych method. The callback will trigger once all trials in the experiment have been run. The method will be passed a single argument, containing all of the data generated in the experiment.
    
+
    initJsPsych({
+  on_finish: function(data) {
+    console.log('The experiment is over! Here is all the data: '+JSON.stringify(data));
+  }
+});
+
    
+
    
+
    on_load
    
+
    The on_load callback can be added to any trial. The callback will trigger once the trial has completed loading. For most plugins, this will occur once the display has been initially updated but before any user interactions or timed events (e.g., animations) have occurred.
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'imgA.png',
+  on_load: function() {
+    console.log('The trial just finished loading.');
+  }
+};
+
    
+
    
+
    on_start (trial)
    
+
    The on_start callback can be added to any trial. The callback will trigger right before the trial begins. The callback function will be passed a single argument, containing the trial object. If any of the parameters of the trial are functions or timeline variables, these will be evaluated before on_start is called, and the trial object will contain the evaluated value. The trial object is modifiable, and any changes made will affect the trial.
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'imgA.png',
+  on_start: function(trial) {
+    console.log('The trial is about to start.');
+    trial.stimulus = 'imgB.png'; // this will change what stimulus is displayed in the trial
+  }
+};
+
    
+
    
+
    on_timeline_finish
    
+
    The on_timeline_finish callback can be declared in a timeline node. The callback will be triggered when the timeline ends during the experiment. If timeline_variables, conditional_function, loop_function, or sample options are used, this function will execute when all trials have finished. If a loop_function is used, then this on_timeline_finish function will be triggered before the loop function. If the repetitions option is used, this function will be triggered at the end of every repetition.
    
+
    var procedure = {
+    timeline: [trial1, trial2],
+    timeline_variables: [
+        { stimulus: 'person-1.jpg' },
+        { stimulus: 'person-2.jpg' },
+        { stimulus: 'person-3.jpg' },
+        { stimulus: 'person-4.jpg' }
+    ],
+  on_timeline_finish: function() {
+    console.log('This timeline has finished.');
+  },
+  loop_function: function() {
+    console.log('This loop function will execute after on_timeline_finish.');
+    return false;
+  }
+}
+
    
+
    
+
    on_timeline_start
    
+
    The on_timeline_start callback can be declared in a timeline node. The callback will be triggered when the timeline starts during the experiment, including when timeline_variables, loop_function, or sample options are used. If a conditional_function is used, then the conditional function will execute first, and the on_timeline_start function will only execute if the conditional function returns true. If the repetitions option is used, this function will be triggered at the start of every repetition. 
    
+
    var procedure = {
+    timeline: [trial1, trial2],
+  conditional_function: function() {
+    console.log('This conditional function will execute first.')
+    return true;
+  },
+  on_timeline_start: function() {
+    console.log('This timeline has started');
+  }
+}
+
    
+
    
+
    on_trial_finish
    
+
    The on_trial_finish callback can be declared in the initJsPsych method. The callback will trigger at the end of every trial in the experiment. If you want a callback to trigger only for the end of certain trials, use the on_finish callback on the trial object. The callback function will be passed a single argument, containing the data object from the trial.
    
+
    initJsPsych({
+  on_trial_finish: function(data) {
+    console.log('A trial just ended.');
+    console.log(JSON.stringify(data));
+  }
+});
+
    
+
    
+
    on_trial_start
    
+
    The on_trial_start callback can be declared in the initJsPsych method. The callback will trigger at the start of every trial in the experiment. The function receives a single argument: a modifiable copy of the trial object that will be used to run the next trial. Changes can be made to this object to alter the parameters of the upcoming trial.
    
+
    var current_score = 0; // a variable that is updated throughout the experiment to keep track of the current score.
+
+initJsPsych({
+  on_trial_start: function(trial) {
+    trial.data.score_at_start_of_trial = current_score;
+    console.log('A trial just started.');
+  }
+});
+
    
+
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+
\ No newline at end of file
diff --git a/7.3/overview/exclude-browser/index.html b/7.3/overview/exclude-browser/index.html
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--- /dev/null
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Exclude Participants Based on Browser Features - jsPsych
+      
+    
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+  
+    
+  
+
+
+
+
    Exclude Participants Based on Browser Features
    
+
    Changed in 7.1
    
+
    Online subjects will use many different kinds of browsers. 
+Depending on the experiment, it may be important to specify a minimum feature set of the browser. 
    
+
    As of v7.1 of jsPsych, the recommended way to do this is using the browser-check plugin. 
+This plugin can record many features of the subject's browser and exclude subjects who do not meet a defined set of inclusion criteria.
+Please see the browser-check plugin documentation for more details.
    
+
    The prior approach of using the exclusions parameter in initJsPsych() is deprecated and will be removed in v8.0. 
+You can find the documentation for it in the 7.0 docs.
    
+
+              
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+  
+
\ No newline at end of file
diff --git a/7.3/overview/experiment-options/index.html b/7.3/overview/experiment-options/index.html
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--- /dev/null
+++ b/7.3/overview/experiment-options/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Experiment Settings - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
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+        
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+    
+    
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+    
+      
+  
+
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+  
+  
+
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+  
+  
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+
+    
+    
+  
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+  
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+    
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+    
    
+      
+    
    
+    
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+    
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+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
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+        
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+      
    
+        
    
+          
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+                
    
+                  
    
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+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Experiment-wide settings
    
+
    There are several options that can be set when calling initJsPsych() to initialize the jsPsych experiment.
    
+
    Options are specified in the object passed to initJsPsych. For example, to specify a default inter-trial interval, a minimum valid response time duration, and a maximum width for all of the experiment's page content, the object would contain:
    
+
    initJsPsych({
+    default_iti: 250, 
+    minimum_valid_rt: 100, 
+    experiment_width: 800 
+});
+
    
+
    Controlling where jsPsych renders on the page
    
+
    By default, jsPsych will render the experiment in the <body> element of a page. It is possible to display the experiment in a different element (e.g., a <div>) by specifying the display_element parameter. 
    
+
    <body>
+    <div id="jspsych-target"></div>
+</body>
+<script>
+
+    initJsPsych({
+        display_element: 'jspsych-target'
+    });
+
+</script>
+
    
+
    This option is useful if the experiment needs to be rendered on a page with other content (e.g., a demo version of the experiment with annotation text), or if additional control over the display element is desired. Custom CSS rules can be applied to position, size, scale, etc. the display element.
    
+
    Experiment events
    
+
    Several experiment-wide events can trigger functions. This is documented in more detail on the event-related callback functions page. The events that trigger functions are:
    
+
      
+
    • on_finish: Called at the end of the experiment.
      • 
+
    • on_trial_start: Called at the beginning of every trial.
      • 
+
    • on_trial_finish: Called at the end of every trial.
      • 
+
    • on_data_update: Called whenever new data is added to the jsPsych data object.
      • 
+
    • on_interaction_data_update: Called whenever new interaction data (e.g., the subject enters or exits fullscreen mode) is added.
      • 
+
    • on_close: Called right before the page closes, such as when a subject closes the experiment early.
      • 
+
    
+
    Specify exclusion criteria
    
+
    Exclusion criteria can be specified based on features of the user's web browser, such as the display size and whether certain features are reported. See the page on excluding subjects based on browser features.
    
+
    Display a progress bar
    
+
    An automatic or manually updated progress bar can be displayed at the top of the screen. By default, the text next to the progress bar is "Completion Progress", but this text can be changed with the message_progress_bar parameter in initJsPsych. See the progress bar page for more details.
    
+
    Choose the method for playing audio files
    
+
    Specifying the use_webaudio parameter in initJsPsych() allows you to choose whether to use the WebAudio API or HTML5 audio for playing audio files during your experiment. By default, jsPsych uses the WebAudio API to play audio files. Among other features, the WebAudio API allows for more precise measurement of response times relative to the onset of the audio. 
    
+
    However, loading files through the WebAudio API causes errors when running an experiment offline (i.e., by double-clicking on the HTML file, rather than hosting it on a web server). This is due to the cross-origin security policy implemented by web browsers. For this reason, jsPsych switches to a 'safe mode' when it detects that the webpage is running offline, and automatically uses HTML5 audio to prevent errors, even when use_webaudio has been explicitly set to true. For more information, see the section Cross-origin requests (CORS) and safe mode on the Running Experiments page.
    
+
    initJsPsych({
+    use_webaudio: false
+});
+
    
+
    Set the default intertrial interval
    
+
    By default the next trial in a timeline will begin immediately after the conclusion of the previous trial. An experiment-wide delay can be specified using the default_iti parameter to initJsPsych().
    
+
    initJsPsych({
+    default_iti: 500
+});
+
    
+
    This parameter is specified in milliseconds. A blank screen will display between each trial for the duration of the ITI.
    
+
    Specify the maximum width of the experiment
    
+
    The experiment will, by default, take up 100% of the display element. Usually the display element is the <body>, and the experiment is the full width of the screen. (This can be overridden by specifying the display_element parameter described above).
    
+
    Specifying the experiment_width parameter will set a maximum width for the display. The parameter is specified in pixels.
    
+
    initJsPsych({
+    experiment_width: 750
+});
+
    
+
    Specify a minimum valid response time
    
+
    By default, jsPsych will treat any keyboard response time as valid. However, it's possible to specify a minimum valid response time (in ms) for key presses. Any key press that is less than this value will be treated as invalid and ignored. Note that this parameter only applies to keyboard responses, and not to other response types such as buttons and sliders. The default value is 0.
    
+
    // ignore any keyboard responses that are less than 100 ms
+initJsPsych({
+    minimum_valid_rt: 100
+});
+
    
+
    Choose whether you want keyboard choices/responses to be case-sensitive
    
+
    JavaScript keyboard events make a distinction between uppercase and lowercase key responses (e.g. 'a' and 'A'). Often the researcher just cares about which physical key was pressed, and not whether the key press would result in an uppercase letter (for instance, if CapsLock is on or if the Shift key is held down). For this reason, jsPsych converts all key choice parameters and key responses as lowercase by default. This makes it easier to specify key choices (e.g. choices: ['a'], instead of choices: ['a','A']), and it makes it easier to check and score a participant's response. 
    
+
    There may be situations when you want key choices and responses to be case-sensitive. You can change this by setting the case_sensitive_responses parameter to true in initJsPsych.
    
+
    // use case-sensitive key choices and responses, 
+// i.e. uppercase and lower case letters ('a' and 'A') will be treated as different key choices, 
+// and will be recorded this way in the data
+initJsPsych({
+    case_sensitive_responses: true
+});
+
    
+
    Note that this setting only applies to key choices and responses that use jsPsych's keyboard response listener, such as in the *-keyboard-response plugins. This does NOT apply to responses that are made by typing into a text box, such as in the survey-text and cloze plugins.
    
+
    Override 'safe mode' when running experiments offline
    
+
    By default, jsPsych switches to a 'safe mode' when it detects that the webpage is running offline (via the file:// protocol) in order to prevent certain errors. Specifically, in safe mode, HTML5 audio is used to play audio files (even when use_webaudio has been explicitly set to true) and video preloading is disabled (both automatic and manual preloading). For more information, see the Cross-origin requests (CORS) and safe mode section on the Running Experiments page.
    
+
    It's possible to override this safe mode feature by setting the override_safe_mode parameter to true in initJsPsych. This is something you might do if you've disabled certain security settings in your browser for testing purposes. This parameter has no effect when your experiment is running online (on a server), because it will be using the http:// or https:// protocol, which does not trigger safe mode. 
    
+
    initJsPsych({
+    override_safe_mode: true
+});
+
    
+
    Add extensions
    
+
    Extensions are jsPsych modules that can run throughout the experiment and interface with any plugin to extend the functionality of the plugin. One example of an extension is eye tracking, which allows you to gather gaze data during any trial and add it to that trial's data object. If you want to use extensions in your experiment, you must specify this when you initialize the experiment with initJsPsych. The extensions parameter in initJsPsych is an array of objects, where each object specifies the extension that you'd like to use in the experiment. Below is an example of adding the webgazer extension.
    
+
    initJsPsych({
+    extensions: [
+        {type: jsPsychExtensionWebgazer}
+    ]
+});
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
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+    
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+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/overview/extensions/index.html b/7.3/overview/extensions/index.html
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--- /dev/null
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Extensions - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
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+
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+  
+
    
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+        
    
+          
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+                
    
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+
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+    
+  
+
+
+
+
    Extensions
    
+
    Extensions are jsPsych modules that can interface with any plugin to extend the functionality of the plugin. A canonical example of an extension is eye tracking. An eye tracking extension allows a plugin to gather gaze data and add it to the plugin's data object.
    
+
    Using an Extension
    
+
    To use an extension in an experiment, you'll load the extension file via a <script> tag (just like adding a plugin) and then initialize the extension in the parameters of initJsPsych().
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/extension-example@1.0.0"></script>
+</head>
+
    
+
    initJsPsych({
+  extensions: [
+    {type: jsPsychExtensionExample, params: {...} }
+  ]
+})
+
    
+
    To enable an extension during a trial, add the extension to the extensions list for the trial. Some extensions may also support or require an object of parameters to configure the extension:
    
+
    var trial = {
+  extensions: [
+    {type: jsPsychExtensionExample, params: {...} }
+  ]
+}
+
    
+
    List of Extensions
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ExtensionDescription
    jspsych‑ext‑webgazer.jsEnables eye tracking using the WebGazer library.
    
+
    Writing an Extension
    
+
    See our developer's guide for extensions for information about how to create a new extension.
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
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+
\ No newline at end of file
diff --git a/7.3/overview/eye-tracking/index.html b/7.3/overview/eye-tracking/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Eye Tracking - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
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+    
+      
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+
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+
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+  
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+
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+  
+    
+  
+
+
+
+
    Eye Tracking
    
+
    jsPsych supports eye tracking through the WebGazer library. WebGazer uses computer vision techniques to identify features of the participant's eyes via a webcam and predicts gaze location. The system is calibrated by having the participant click on or look at known locations on the screen. These locations are linked to eye features. Gaze location is predicted using regression.
    
+
    Getting Started
    
+
    Load webgazer.js
    
+
    The official version of WebGazer is currently not supported by jsPsych. Our fork of the library contains some minor improvements aimed at the kind of experiments that jsPsych is typically used for, e.g., situations in which the timing of display screens needs to be accurate. 
    
+
    You must include the webgazer.js file in your experiment via a <script> tag. 
+However, the webgazer.js file is not part of any of the jsPsych NPM packages and is therefore not available via the unpkg.com CDN. 
+Instead, it can be found on the jsdelivr.net CDN at: "https://cdn.jsdelivr.net/gh/jspsych/jspsych@jspsych@7.1.2/examples/js/webgazer/webgazer.js".
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://cdn.jsdelivr.net/gh/jspsych/jspsych@7.1.2/examples/js/webgazer/webgazer.js"></script>
+</head>
+
    
+
    
+
    Note
    
+
    
+
    A copy of our forked webgazer.js file is also included in the jsPsych release, in the /examples/js/webgazer folder. 
+  So if you prefer to download and host all of your jsPsych files (i.e. set-up option 2 in the Hello World tutorial), then another option is to load that file rather than using the jsdelivr link above. 
+  Assuming you downloaded the release and copied the webgazer.js file into a folder called js/webgazer in your root project directory, then you would load the file like this:
+  
    <script src="js/webgazer/webgazer.js"></script>
+
    
+
    Load the jsPsych webgazer extension
    
+
    The webgazer extension adds functionality to jsPsych for interacting with webgazer. Load it like you would a plugin file.
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://cdn.jsdelivr.net/gh/jspsych/jspsych@7.1.2/examples/js/webgazer/webgazer.js"></script>
+  <script src="https://unpkg.com/@jspsych/extension-webgazer@1.0.1"></script>
+</head>
+
    
+
    To use the WebGazer extension in an experiment, include it in the list of extensions passed to initJsPsych()
    
+
    initJsPsych({
+  extensions: [
+    {type: jsPsychExtensionWebgazer}
+  ]
+})
+
    
+
    Initialize the camera
    
+
    To help the participant position their face correctly for eye tracking you can use the webgazer-init-camera plugin. This will show the participant what the camera sees, including facial feature landmarks, and prevent the participant from continuing until their face is in good position for eye tracking. This plugin will also trigger the experiment to request permission to access the user's webcam if it hasn't already been granted.
    
+
    var init_camera_trial = {
+  type: jsPsychWebgazerInitCamera
+}
+
    
+
    Calibration
    
+
    To calibrate WebGazer, you can use the webgazer-calibrate plugin. This plugin allows you to specify a set of points on the screen for calibration and to choose the method for calibrating -- either clicking on each point or simply fixating on each point. The location of calibration points is specified in percentages, e.g., [25,50] will result in a point that is 25% of the width of the screen from the left edge and 50% of the height of the screen from the top edge. Options for controlling other details of the calibration are explained in the documentation for the plugin.
    
+
    Note that instructions are not included in the calibration plugin, so you'll likely want to use a different plugin (e.g., html-button-response) to display instructions prior to running the calibration. 
    
+
    var calibration_trial = {
+  type: jsPsychWebgazerCalibrate,
+  calibration_points: [[25,50], [50,50], [75,50], [50,25], [50,75]],
+  calibration_mode: 'click'
+}
+
    
+
    Validation
    
+
    To measure the accuracy and precision of the calibration, you can use the webgazer-vaidate plugin. Like the calibration plugin, you can specify a list of points to perform validation on. Here you can specify the points as either percentages or in terms of the distance from the center of the screen in pixels. Which mode you use will probably depend on how you are defining your stimuli throughout the experiment. You can also specify the radius of tolerance around each point, and the plugin will calculate the percentage of measured gaze samples within that radius. This is a potentially useful heuristic for deciding whether or not to calibrate again. Options for controlling other details of the validation are explained in the documentation for the plugin.
    
+
    var validation_trial = {
+  type: jsPsychWebgazerValidate,
+  validation_points: [[-200,200], [200,200],[-200,-200],[200,-200]],
+  validation_point_coordinates: 'center-offset-pixels',
+  roi_radius: 100
+}
+
    
+
    The validation procedure stores the raw gaze data for each validation point, the computed average offset from each validation point, the percentage of samples within the roi_radius for each validation point, and the number of samples collected per second.
    
+
    {
+  raw_gaze: [...],
+  percent_in_roi: [...],
+  average_offset: [...],
+  samples_per_sec: ...
+}
+
    
+
    We recommend performing calibration and validation periodically throughout your experiment.
    
+
    Adding eye tracking to a trial
    
+
    To enable eye tracking for a trial in your experiment, you can simply add the WebGazer extension to the trial.
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<img id="scene" src="my-scene.png"></img>',
+  extensions: [
+    {
+      type: jsPsychExtensionWebgazer, 
+      params: { 
+        targets: ['#scene']
+      }
+    }
+  ]
+}
+
    
+
    This will turn on WebGazer at the start of the trial. 
    
+
    The params property in the extensions declaration allows you to pass in a list of CSS selector strings. The bounding rectangle of the DOM element that matches each selector will be recorded in the data for that trial. This allows for easy alignment of the gaze data and objects on the screen.
    
+
    webgazer_targets : {
+  'selector': {x: ..., y: ..., height: ..., width: ..., top: ..., left: ..., right: ..., bottom:...}
+  'selector': {x: ..., y: ..., height: ..., width: ..., top: ..., left: ..., right: ..., bottom:...}
+}
+
    
+
    Gaze data will be added to the trial's data under the property webgazer_data. The gaze data is an array of objects. Each object has an x, a y, and a t property. The x and y properties specify the gaze location in pixels and t specifies the time in milliseconds since the start of the trial. Note that establishing the precision and accuracy of these measurements across the variety of web browsers and systems that your experiment participants might be using is quite difficult. For example, different browsers may cause small systematic shifts in the accuracy of t values. 
    
+
    webgazer_data: [
+  {x: ..., y: ..., t: ...},
+  {x: ..., y: ..., t: ...},
+  {x: ..., y: ..., t: ...},
+  {x: ..., y: ..., t: ...}
+]
+
    
+
    Tips for Improving Data Quality
    
+
    These are some anecdotal observations about factors that improve data quality.
    
+
      
+
    1. The quality of the camera feed is essential. Good lighting makes a big difference. You may want to encourage participants to perform any eye tracking experiments in a well-lit room.
      2. 
+
    2. Participants need to keep their head relatively still during and after calibration. The calibration is not robust to head movements.
      3. 
+
    3. WebGazer's click-based calibration can be used throughout the experiment. You can turn this on by calling jsPsych.extensions.webgazer.startMouseCalibration() at any point in the experiment. If you use a continue button to advance through the experiment and move the location of the continue button around you can be making small adjustments to the calibration throughout. 
      4. 
+
    4. Computing the gaze predictions consumes more computational resources than most other things that jsPsych is typically used for. The sampling rate that WebGazer is able to achieve will depend on the computing power of the participant's device. You may want to ask the participant to close any non-essential software and browser windows prior to completing the experiment. You may also want to check that the sampling rate is sufficiently high as part of validation.
      5. 
+
    
+
    If you have tips based on your own experience please consider sharing them on our discussion forum and we'll add to this list!
    
+
    Example
    
+
    
+
    Tip
    
+
    Additional example experiments using WebGazer are available in the /examples folder of the jsPsych release. See webgazer.html, webgazer_image.html, and webgazer_audio.html. 
    
+
    
+
    
+
    Example
    
+
    Here's an example of putting all of the pieces above together. This example also shows how to use data from the validation to decide whether or not to recalibrate. You can try this experiment here (opens in new tab).
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-button-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-webgazer-init-camera@1.0.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-webgazer-calibrate@1.0.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-webgazer-validate@1.0.1"></script>
+    <script src="https://cdn.jsdelivr.net/gh/jspsych/jsPsych@jspsych@7.1.2/examples/js/webgazer/webgazer.js"></script>
+    <script src="https://unpkg.com/@jspsych/extension-webgazer@1.0.1"></script>
+    <link
+      rel="stylesheet"
+      href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css"
+    />
+    <style>
+      .jspsych-btn {
+        margin-bottom: 10px;
+      }
+    </style>
+  </head>
+  <body></body>
+  <script>
+
+      var jsPsych = initJsPsych({
+        extensions: [
+          {type: jsPsychExtensionWebgazer}
+        ]
+      });
+
+      var preload = {
+        type: jsPsychPreload,
+        images: ['img/blue.png']
+      }
+
+      var camera_instructions = {
+        type: jsPsychHtmlButtonResponse,
+        stimulus: `
+          <p>In order to participate you must allow the experiment to use your camera.</p>
+          <p>You will be prompted to do this on the next screen.</p>
+          <p>If you do not wish to allow use of your camera, you cannot participate in this experiment.<p>
+          <p>It may take up to 30 seconds for the camera to initialize after you give permission.</p>
+        `,
+        choices: ['Got it'],
+      }
+
+      var init_camera = {
+        type: jsPsychWebgazerInitCamera
+      }
+
+      var calibration_instructions = {
+        type: jsPsychHtmlButtonResponse,
+        stimulus: `
+          <p>Now you'll calibrate the eye tracking, so that the software can use the image of your eyes to predict where you are looking.</p>
+          <p>You'll see a series of dots appear on the screen. Look at each dot and click on it.</p>
+        `,
+        choices: ['Got it'],
+      }
+
+      var calibration = {
+        type: jsPsychWebgazerCalibrate,
+        calibration_points: [
+          [25,25],[75,25],[50,50],[25,75],[75,75]
+        ],
+        repetitions_per_point: 2,
+        randomize_calibration_order: true
+      }
+
+      var validation_instructions = {
+        type: jsPsychHtmlButtonResponse,
+        stimulus: `
+          <p>Now we'll measure the accuracy of the calibration.</p>
+          <p>Look at each dot as it appears on the screen.</p>
+          <p style="font-weight: bold;">You do not need to click on the dots this time.</p>
+        `,
+        choices: ['Got it'],
+        post_trial_gap: 1000
+      }
+
+      var validation = {
+        type: jsPsychWebgazerValidate,
+        validation_points: [
+          [25,25],[75,25],[50,50],[25,75],[75,75]
+        ],
+        roi_radius: 200,
+        time_to_saccade: 1000,
+        validation_duration: 2000,
+        data: {
+          task: 'validate'
+        }
+      }
+
+      var recalibrate_instructions = {
+        type: jsPsychHtmlButtonResponse,
+        stimulus: `
+          <p>The accuracy of the calibration is a little lower than we'd like.</p>
+          <p>Let's try calibrating one more time.</p>
+          <p>On the next screen, look at the dots and click on them.<p>
+        `,
+        choices: ['OK'],
+      }
+
+      var recalibrate = {
+        timeline: [recalibrate_instructions, calibration, validation_instructions, validation],
+        conditional_function: function(){
+          var validation_data = jsPsych.data.get().filter({task: 'validate'}).values()[0];
+          return validation_data.percent_in_roi.some(function(x){
+            var minimum_percent_acceptable = 50;
+            return x < minimum_percent_acceptable;
+          });
+        },
+        data: {
+          phase: 'recalibration'
+        }
+      }
+
+      var calibration_done = {
+        type: jsPsychHtmlButtonResponse,
+        stimulus: `
+          <p>Great, we're done with calibration!</p>
+        `,
+        choices: ['OK']
+      }
+
+      var begin = {
+        type: jsPsychHtmlKeyboardResponse,
+        stimulus: `<p>The next screen will show an image to demonstrate adding the webgazer extension to a trial.</p>
+          <p>Just look at the image while eye tracking data is collected. The trial will end automatically.</p>
+          <p>Press any key to start.</p>
+        `
+      }
+
+      var trial = {
+        type: jsPsychImageKeyboardResponse,
+        stimulus: 'img/blue.png',
+        choices: "NO_KEYS",
+        trial_duration: 2000,
+        extensions: [
+          {
+            type: jsPsychExtensionWebgazer, 
+            params: {targets: ['#jspsych-image-keyboard-response-stimulus']}
+          }
+        ]
+      }
+
+      var show_data = {
+        type: jsPsychHtmlKeyboardResponse,
+        stimulus: function() {
+          var trial_data = jsPsych.data.getLastTrialData().values();
+          var trial_json = JSON.stringify(trial_data, null, 2);
+          return `<p style="margin-bottom:0px;"><strong>Trial data:</strong></p>
+            <pre style="margin-top:0px;text-align:left;">${trial_json}</pre>`;
+        },
+        choices: "NO_KEYS"
+      };
+
+      jsPsych.run([
+        preload, 
+        camera_instructions, 
+        init_camera, 
+        calibration_instructions, 
+        calibration, 
+        validation_instructions, 
+        validation, 
+        recalibrate,
+        calibration_done,
+        begin, 
+        trial, 
+        show_data
+      ]);
+
+  </script>
+</html>
+
    
+
    Below is example data from the image-keyboard-response trial taken from the experiment above. In addition to the standard data that is collected for this plugin, you can see the additional webgazer_data and webgazer_targets arrays. The webgazer_data shows 21 gaze location estimates during the 1-second image presentation. The webgazer_targets array shows that there was one target, the image-keyboard-response stimulus, and tells you the x- and y-coordinate boundaries for the target (image) rectangle. By comparing each of the x/y locations from the webgazer_data locations array with the target boundaries in webgazer_targets, you can determine if/when the estimated gaze location was inside the target area.
    
+
    {
+  "rt": null,
+  "stimulus": "img/blue.png",
+  "response": null,
+  "trial_type": "image-keyboard-response",
+  "trial_index": 4,
+  "time_elapsed": 30701,
+  "internal_node_id": "0.0-4.0",
+  "webgazer_data": [
+    { "x": 1065, "y": 437, "t": 39},
+    { "x": 943, "y": 377, "t": 79},
+    { "x": 835, "y": 332, "t": 110},
+    { "x": 731, "y": 299, "t": 146},
+    { "x": 660, "y": 271, "t": 189},
+    { "x": 606, "y": 251, "t": 238},
+    { "x": 582, "y": 213, "t": 288},
+    { "x": 551, "y": 200, "t": 335},
+    { "x": 538, "y": 183, "t": 394},
+    { "x": 514, "y": 177, "t": 436},
+    { "x": 500, "y": 171, "t": 493},
+    { "x": 525, "y": 178, "t": 542},
+    { "x": 537, "y": 182, "t": 592},
+    { "x": 543, "y": 178, "t": 633},
+    { "x": 547, "y": 177, "t": 691},
+    { "x": 558, "y": 174, "t": 739},
+    { "x": 574, "y": 183, "t": 789},
+    { "x": 577, "y": 197, "t": 838},
+    { "x": 584, "y": 214, "t": 889},
+    { "x": 603, "y": 218, "t": 937},
+    { "x": 606, "y": 221, "t": 987}
+  ],
+  "webgazer_targets": [
+    "#jspsych-image-keyboard-response-stimulus": {
+      "x": 490,
+      "y": 135,
+      "height": 300,
+      "width": 300,
+      "top": 135,
+      "bottom": 435,
+      "left": 490,
+      "right": 790
+    }
+  ]
+}
+
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
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+    
    
+    
    
+      
    
+    
    
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+    
+    
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+      
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+  
+
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Fullscreen Experiments - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
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+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
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+    
+    
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+    
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+    
+    
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+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
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+
+
+                  
    
+                
    
+              
    
+            
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+                
    
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+                    
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+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Fullscreen Experiments
    
+
    You can run your experiment in fullscreen mode by using the jspsych-fullscreen plugin.
    
+
    var jsPsych = initJsPsych();
+
+var timeline = [];
+
+timeline.push({
+  type: jsPsychFullscreen,
+  fullscreen_mode: true
+});
+
+timeline.push({
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'This trial will be in fullscreen mode.'
+});
+
+// exit fullscreen mode
+timeline.push({
+  type: jsPsychFullscreen,
+  fullscreen_mode: false
+});
+
+timeline.push({
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'This trial will NOT be in fullscreen mode.'
+});
+
+jsPsych.run(timeline);
+
    
+
    For security reasons, web browsers require that users initiate an action to launch fullscreen mode. The fullscreen plugin displays a button that the user must click to change the display to fullscreen.
    
+
    Safari does not support keyboard input when the browser is in fullscreen mode. Therefore, the function will not launch fullscreen mode on Safari. The experiment will ignore any trials using the fullscreen plugin in Safari.
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
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+    
    
+    
    
+      
    
+    
    
+    
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+      
+      
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+  
+
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Media Preloading - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
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+    
+    
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+  
+
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+  
+
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+  
+  
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+    
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+  
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+
    
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+      
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+        
    
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+            
    
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+    
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+
+
+
    Media Preloading
    
+
    If an experiment uses image, audio, or video files as stimuli, it is a good idea to preload the files before running the experiment. You can preload files at any point in your experiment using the jsPsych preload plugin. Preloading files means that the subject's browser will download the files and store them in local memory on the subject's computer. This is important because displaying or playing a media file is much faster if it is already in memory on the subject's computer. Without preloading, there will be noticeable delays in the display of media, which will affect any timing measurements (such as how long an image is displayed, or a subject's response time since first viewing an image). For particularly large files, like video, preloading content avoids lengthy pauses in the middle of the experiment that can be disruptive to the flow of the experiment.
    
+
    
+
    Warning
    Note that video preloading will not work when you run your experiment offline (e.g., by double-clicking on the HTML file), but it will work once your experiment is running online (hosted on a server). The Cross-origin requests (CORS) and safe mode section on the Running Experiments page contains more information about this.
    
+
    
+
    
+
    Automatic Preloading
    
+
    jsPsych can automatically preload audio, video, and image files that are used as parameters for the standard set of plugins, based on the timeline that is passed to jsPsych.run. You must initiate this preloading using a preload trial. You should add this preload trial into your timeline when you want the preloading to occur, and set the auto_preload parameter to true.
    
+
    // the "auto_preload: true" setting tells the plugin to automatically find 
+// stimuli to preload based the main experiment timeline (used in jsPsych.run)
+var preload = {
+    type: jsPsychPreload,
+    auto_preload: true 
+}
+
+// this image file can be automatically preloaded 
+var image_trial = {
+    type: jsPsychImageKeyboardResponse,
+    stimulus: 'img/file1.png'
+}
+
+// the sound file can be automatically preloaded 
+var sound_trial = {
+    type: jsPsychAudioKeyboardResponse,
+    stimulus: 'audio/hello.mp3'
+}
+
+// the video file can be automatically preloaded (as long as the experiment 
+// is running on a server)
+var video_trial = {
+    type: jsPsychVideoKeyboardResponse,
+    stimulus: ['video/sample_video.mp4']
+}
+
+jsPsych.run([preload, image_trial, sound_trial, video_trial]);
+
    
+
    Manual preloading
    
+
    If you are using media files in your experiment but they are not being passed directly as parameters to the trials (e.g., because you are using functions as parameters that return the media files, you are using timeline variables, or you are embedding the media files in an HTML string), then these files will not be detected when you use the auto_preload option, so you must manually specify them. The preload plugin allows you to add these files using the images, audio and video parameters.
    
+
    // this image file cannot be automatically preloaded because it is embedded in 
+// an HTML string
+var image_trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: '<img src="img/file1.png"></img>',
+}
+
+// this audio file cannot be automatically preloaded because it is returned 
+// from a function
+var sound_trial = {
+    type: jsPsychAudioKeyboardResponse,
+    stimulus: function() { return 'audio/sound1.mp3' }
+}
+
+// these video files cannot be automatically preloaded because they are passed 
+// into a trial using the jsPsych.timelineVariable function
+var video_trials = {
+    timeline: [
+        {
+            type: jsPsychVideoKeyboardResponse,
+            stimulus: jsPsych.timelineVariable('video')
+        }
+    ],
+    timeline_variables: [
+        {video: ['video/1.mp4']},
+        {video: ['video/2.mp4']}
+    ]
+}
+
+// to manually preload media files, create an array of file paths for each 
+// media type
+var images = ['img/file1.png'];
+var audio = ['audio/sound1.mp3'];
+var video = ['video/1.mp4', 'video/2.mp4'];
+
+// these array can be passed into the preload plugin using the images, audio 
+// and video parameters
+var preload = {
+    type: jsPsychPreload,
+    images: images,
+    audio: audio,
+    video: video
+}
+
+jsPsych.run([preload, image_trial, sound_trial, video_trials]);
+
    
+
    Combining automatic and manual preloading
    
+
    It's possible to combine automatic and manual preloading. For instance, you may want to automatically preload all of the media files based on your experiment timeline, while also manually preloading any files that can't be automatically preloaded. Any duplicate file names across all preloading methods will be removed before preloading starts, so including the same file names in multiple preload parameters will not affect the preloading duration. 
    
+
    // this file can be preloaded automatically
+var image_trial = {
+    type: jsPsychImageKeyboardResponse,
+    stimulus: 'img/file1.png'
+}
+
+// this file can be preloaded automatically
+var sound_trial = {
+    type: jsPsychAudioKeyboardResponse,
+    stimulus: 'audio/hello.mp3'
+}
+
+// these files must be preloaded manually
+var video_trials = {
+    timeline: [
+        {
+            type: jsPsychVideoKeyboardResponse,
+            stimulus: jsPsych.timelineVariable('video')
+        }
+    ],
+    timeline_variables: [
+        {video: ['video/1.mp4']},
+        {video: ['video/2.mp4']}
+    ]
+}
+
+var video = ['video/1.mp4', 'video/2.mp4'];
+
+var preload = {
+    type: jsPsychPreload,
+    auto_preload: true, // automatically preload the image and audio files
+    video: video // manually preload the videos used with timeline variables
+}
+
+jsPsych.run([preload, image_trial, sound_trial, video_trials]);
+
    
+
    Preloading in batches
    
+
    Some experiments use many and/or large media files. This can cause problems when participants have slow and/or unreliable internet connections, because it increases the chances of loading errors during preloading. This can also cause problems with file caching, i.e. ensuring that the preloaded files remain in the browser's memory, because loading all stimuli at once may exceed the browser's cache limits. One option for mitigating these problems is to load the media files in smaller batches throughout the experiment. Files should be preloaded as close as possible to when they will be needed. For instance, if you have several blocks of trials, then right before each block, you can preload the stimuli that are needed for that block.
    
+
    Here is an example with trials where the stimuli files can be preloaded automatically. In this case, the trials parameter is used to tell the preload plugin to preload the stimuli from a specific part of the timeline. 
    
+
    // these image files in these trial blocks can be automatically preloaded
+var block_1 = {
+    timeline: [
+        {
+            type: jsPsychImageKeyboardResponse,
+            stimulus: 'img/file1.png'
+        },
+        {
+            type: jsPsychImageKeyboardResponse,
+            stimulus: 'img/file2.png'
+        }
+    ]
+}
+
+var block_2 = {
+    timeline: [
+        {
+            type: jsPsychImageKeyboardResponse,
+            stimulus: 'img/file3.png'
+        },
+        {
+            type: jsPsychImageKeyboardResponse,
+            stimulus: 'img/file4.png'
+        }
+    ]
+}
+
+var preload_1 = {
+    type: jsPsychPreload,
+    trials: block_1 // automatically preload just the images from block_1 trials
+}
+
+var preload_2 = {
+    type: jsPsychPreload,
+    trials: block_2 // automatically preload just the images from block_2 trials
+}
+
+jsPsych.run(
+    // add each preload trial onto the timeline before the appropriate trial block
+    [preload_1, block_1, preload_2, block_2]
+);
+
    
+
    Below is an example with trials where the stimuli files cannot be preloaded automatically, because the stimuli files are passed to the trials via jsPsych.timelineVariable. In this case, we create separate arrays for each batch of files, and then pass those arrays to the each preload trial.
    
+
    // these trial blocks cannot be automatically preloaded because 
+// the media files are passed to the trial parameters with timeline variables
+var block_1 = {
+    timeline: [...],
+    timeline_variables: [
+        {stim: 'file1.png'},
+        {stim: 'file1.png'}
+    ]
+}
+
+var block_2 = {
+    timeline: [...],
+    timeline_variables: [
+        {stim: 'file3.png'},
+        {stim: 'file4.png'}
+    ]
+}
+
+var images_block_1 = ['file1.png', 'file2.png'];
+var images_block_2 = ['file3.png', 'file4.png'];
+
+// preload trial for preloading the block 1 stimuli
+var preload_1 = {
+    type: jsPsychPreload,
+    images: images_block_1
+}
+
+// preload trial for preloading the block 2 stimuli
+var preload_2 = {
+    type: jsPsychPreload,
+    images: images_block_2
+}
+
+jsPsych.run(
+    // add each preload trial to the timeline before the appropriate trial block
+    [preload_1, block_1, preload_2, block_2]
+);
+
    
+
    Preloading progress bar
    
+
    By default, the preload plugin will display a progress bar while files are being preloaded. This progress bar represents all files that are being preloaded during the trial, regardless of whether the file is being preloaded automatically via the auto_preload or trials parameters, or manually via the audio, images, and video parameters. You may wish to turn the preload progress bar off if you are only loading a small number of files, as it will appear and disappear so quickly that the participant may be confused about what it was. You can control whether the preloading progress bar appears by setting the show_progress_bar parameter in the preload trial.
    
+
    var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true
+    show_progress_bar: false // hide progress bar
+}
+
    
+
    Loading time limits
    
+
    It's usually a good idea to set a time limit for file loading, to ensure that participants aren't waiting for an unreasonable amount of time. Time limits can be specified in milliseconds using the max_load_time parameter. If you set a loading time limit and all files haven't finished loading before this time, then the preload trial will either stop an error (if continue_after_error is false, the default) or the trial will end and the experiment will continue (if continue_after_error is true). If max_load_time is null (the default), then there is no time limit. 
    
+
    var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true
+    max_load_time: 60000 // 1 minute
+}
+
    
+
    Loading and error messages
    
+
    It's possible to specify custom messages to be shown on the page while the media files are loading, and in case of one or more file loading errors. The message parameter allows you to customize the loading message using an HML-formatted string. If show_progress_bar is true, then this message will be shown above the progress bar. 
    
+
    var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true
+    message: 'Please wait while the experiment loads. This may take a few minutes.',
+}
+
    
+
    A preloading error will occur when either (a) one or more files produces a loading error, and/or (b) all files have not finished loading before the max_load_time duration. The error_message parameter allows you to customize the messsage that's shown on the page in these cases. This message will only be shown if continue_after_error is false (the default). 
    
+
    var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true,
+    error_message: 'The experiment failed to load. Please contact the researcher.'
+}
+
    
+
    In addition to the error_message parameter, it's also possible to show more detailed error messages on the page about any files that failed to load. You can control this with the show_detailed_errors parameter. Detailed error messages will appear below the general error message. This only applies if continue_after_error is false (the default). 
    
+
    Detailed error messages can be useful when testing and debugging your experiment. If show_detailed_errors is true, then if one or more loading errors occurs before the max_load_time is reached, then the error page will also contian a list of the file(s) that produced an error, along with error information (if there is any). Note that this may not be a complete list, because it will only report any errors that occurred before the max_load_time was reached. If there are no file loading errors but preloading hasn't finished before the max_load_time, then detailed error message will just tell you that loading timed out. 
    
+
    var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true,
+    // show details of any file loading errors and/or loading time out
+    show_detailed_errors: true 
+}
+
    
+
    Options for handling errors
    
+
    If continue_after_error is true, then the experiment will not stop if one or more files fails to load. Instead, the trial will end and the experiment will continue. However, the preload trial data will contain a property called success, which is whether or not all files were loaded successfully, timeout, which is whether or not the files loaded successfully before the max_load_time. The preload trial data will also contain lists of any image, audio, and video files that failed to load. This gives you the option to continue the experiment after preloading fails and use the preload trial data decide what to do next. For instance, you may decide to skip the trials that use the stimuli files that failed to load, or try loading the failed files again. Another option is to simply end the experiment when preloading fails, but send the data back to your server so that you have more information about the loading failure.
    
+
    var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true,
+    message: 'Please wait while the experiment loads...',
+    // don't stop the experiment if there are file loading errors or if loading times out
+    continue_after_error: true 
+}
+
+var save_data = {
+    type: jsPsychCallFunction,
+    async: true,
+    func: function(done){
+        var data = jsPsych.data.get().json();
+        save_data(data, function() {done()})
+    }
+}
+
+// the experiment will stop here, since there are no valid key choices or trial duration 
+var fail_message = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'The experiment failed to load. Please contact the researcher.',
+    choices: "NO_KEYS",
+    trial_duration: null 
+}
+
+var if_loading_fails = {
+    timeline: [save_data, fail_message],
+    conditional_function: function() {
+        if (jsPsych.data.getLastTrialData()[0].values().success) {
+            // preloading was successful, so skip this conditional timeline
+            // and move on with the experiment
+            return false;
+        } else {
+            // preloading failed, so run this conditional timeline:
+            // save the data to the server and show the fail message
+            return true;
+        }
+    }
+}
+
+// ... rest of experiment
+
+jsPsych.run([preload_trial, if_loading_fails, ... ])
+
    
+
    The preload plugin's on_success and on_error callback functions provide another way of tracking preloading progress and handling file loading errors. These functions are called after any file either loads successfully or produces an error, respectively. These functions receive a single argument, which is the path of the file (string) that loaded or produced an error.
    
+
    var file_load_count = 0;
+var file_error_count = 0;
+
+var preload_trial = {
+    type: jsPsychPreload,
+    auto_preload: true,
+    on_error: function(file) {
+        file_error_count++;
+        console.log('Error: ',file);
+    },
+    on_success: function(file) {
+        file_load_count++;
+        console.log('Loaded: ',file);
+    }
+};
+
    
+
    Note that there's no guarantee that any/all files will trigger one of these two callback functions, because they are cancelled after the preload trial ends. For instance, if a file takes longer to load then the max_load_time, then the preload trial will end due to timing out, and the on_success and on_error callbacks for any in-progress files will be cancelled.
    
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+        Integrating with Mechanical Turk - jsPsych
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+
    Integrating with Mechanical Turk
    
+
    A common use of jsPsych is to build an online experiment and find subjects using Mechanical Turk. Once an experiment is available through a web server and data is being saved on the server, connecting the experiment with Mechanical Turk takes only a few additional steps. jsPsych has some built-in functionality to assist with this process. 
    
+
    The jsPsych.turk module
    
+
    The jsPsych.turk module contains functions that are relevant for experiments running on Mechanical Turk.
    
+
    Creating an advertisement page
    
+
    When potential subjects view your experiment on Mechanical Turk, they will be able to see a single webpage before deciding whether or not to accept the HIT (start the experiment). This first page is often used as an advertisement for the experiment, similar to posting a flier in a department hallway. The important thing to remember about this page is that potential subjects will be able to interact with it even if they haven't accepted the HIT. Therefore, it can be useful to change the content of the page depending on whether the HIT has been accepted or not. This is relatively easy to do:
    
+
    <div id="experiment_link">You must accept the HIT to begin the experiment</div>.
+
+<script>
+// jsPsych has a method turkInfo() which can determine whether or not the
+// HIT has been accepted.
+var turkInfo = jsPsych.turkInfo();
+
+// turkInfo.previewMode is true in two cases: when the HIT has not been
+// accepted yet OR when the page is viewed outside of mechanical turk.
+// The second property, outsideTurk, is true when the page is viewed
+// outside of mechanical turk, so together, the statement will be true
+// only when in Turk and when the HIT is not accepted yet.
+if(!turkInfo.previewMode && !turkInfo.outsideTurk) {
+  document.querySelector('#experiment_link').innerHMTL = '<a href="link_to_experiment.html" target="_blank">Click Here to Start Experiment</a>';
+}
+</script>
+
    
+
    One important issue with advertisement pages is that they must be served using the https protocol, which requires having an SSL certificate on the web server hosting the page. Instructions for how to do this vary depending on what kind of server you are using, so the best advice is to simply Google for instructions on how to acquire and install an SSL certificate on your particular server.
    
+
    Getting the worker ID
    
+
    Every account on Mechanical Turk is given a unique identification string. Recording this ID is a useful way to keep track of who is doing your experiment. In particular, while Turk has built in tools for preventing the same person from doing a HIT more than once, there may be cases where you don't want subjects to complete related experiments. If you store the worker ID of every person who starts an experiment in a database, then you can exclude people by running a query on the database to check for the ID. jsPsych can get the workerID, assignmentID, and hitID with the turkInfo method.
    
+
    var turkInfo = jsPsych.turk.turkInfo();
+
+// workerID
+turkInfo.workerId
+
+// hitID
+turkInfo.hitId
+
+// assignmentID
+turkInfo.assignmentId
+
    
+
    Recording the workerId at the start of the experiment is also a good way to track dropouts.
    
+
    Submitting results to Mechanical Turk
    
+
    If you are running a HIT on Mechanical Turk using the ExternalQuestion template, then you'll need to provide a way for subjects to indicate that they have completed the HIT. (If you are using another template, then the template will provide this code for you). jsPSych makes this a relatively easy task. A common strategy for external HITs is to display an HTML page on the Mechanical Turk website that links to your HIT. Subjects click the link, which opens the actual experiment content in a new browser window or tab, allowing the experiment to take up the whole browser window instead of just the iframe that displays content on Mechanical Turk.
    
+
    On this page, you might include a submit button for workers to indicate that they have finished the experiment. The page would look something like this:
    
+
    <p>Enter the code you were given:</p>
+<input type="text" id="code"></input>
+<button onclick="sendData();">Submit HIT</button>
+
+<script>
+function sendData() {
+  jsPsych.turk.submitToTurk({
+    code: document.getElementById('code').value
+  });
+}
+</script>
+
    
+
    When workers click the button, the contents of the code text field will be sent to Mechanical Turk, and you'll be able to view the subjects and the codes that they entered in the Mechanical Turk GUI. You can then approve or reject work using the Mechanical Turk website.
    
+
    Limitations
    
+
    jsPsych is not designed to communicate with the Mechanical Turk API in a comprehensive manner. If you are looking for software to help you post and manage HITs, then you may want to look at PsiTurk. jsPsych and PsiTurk complement each other nicely, and there is an example of combining the two platforms on PsiTurk's experiment exchange.
    
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+  
+    
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+        Plugins - jsPsych
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+
    Plugins
    
+
    In jsPsych, plugins define the kinds of trials or events that should occur during the experiment. 
+Some plugins define very general events, like displaying a set of instructions pages, displaying an image and recording a keyboard response, or playing a sound file and recording a button response. 
+Other plugins are more specific, like those that display particular kinds of stimuli (e.g., a circular visual search array), or run a specific version of particular kind of task (e.g., the Implicit Association Test).
+Part of creating an experiment with jsPsych involves figuring out which plugins are needed to create the tasks you want your participants to perform.
    
+
    Plugins provide a structure for a particular trial or task, but often allow for significant customization and flexibility. For example, the image-keyboard-response plugin defines a simple structure for showing an image and collecting a keyboard response. You can specify the what the stimulus is, what keys the subject is allowed to press, how long the stimulus should be on the screen, how long the subject has to respond, and so on. Many of these options have reasonable default values; even though the image plugin has many different parameters, you only need to specify the image stimulus in order to use it. Each plugin has its own documentation page, which describes what the plugin does, what options are available, and what kind of data it collects.
    
+
    Using a plugin
    
+
    To use a plugin, you'll need to load the plugin's JavaScript file in your experiment's HTML page. All jsPsych experiments also need to load the "jsPsych.js" file.
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0" type="text/javascript"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1" type="text/javascript"></script>
+</head>
+
    
+
    Once a plugin is loaded, you can use JavaScript to define a trial that uses that plugin. All jsPsych trials need a type parameter, which tells jsPsych what plugin to use to run the trial. The trial's type is similar to the plugin name, but it always starts with "jsPsych" and is written in camel case rather than with dashes between the words. The trial's type parameter should NOT be a string (i.e., no quotes around the type value). Here are some examples of plugin names and types:
    
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    Plugin nameType
    image-keyboard-responsejsPsychImageKeyboardResponse
    fullscreenjsPsychFullscreen
    webgazer-init-camerajsPsychWebgazerInitCamera
    
+
    The following JavaScript code defines a trial using the image-keyboard-response plugin to display an image file. This trial uses the default values for valid keys, stimulus duration, trial duration, and other parameters. 
    
+
    var image_trial = {
+    type: jsPsychImageKeyboardResponse, 
+    stimulus: 'images/happy_face.jpg'
+}
+
    
+
    You can override any default parameter values by adding them into your trial object. Here's an exampe of overriding the default values for trial_duration and post_trial_gap:
    
+
    var image_trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'images/happy_face.jpg',
+  trial_duration: 3000,
+  post_trial_gap: 2000
+}
+
    
+
    Parameters available in all plugins
    
+
    Each plugin specifies its own set of parameters. Check the documentation for a plugin to see what parameters are available and what they do.
    
+
    There is also a set of parameters that can be specified for any plugin:
    
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    ParameterTypeDefault ValueDescription
    dataobjectundefinedAn object containing additional data to store for the trial. See the Data page for more details.
    post_trial_gapnumericnullSets the time, in milliseconds, between the current trial and the next trial. If null, there will be no gap.
    on_startfunctionfunction(){ return; }A callback function to execute when the trial begins, before any loading has occurred. See the Event-Related Callbacks page for more details.
    on_finishfunctionfunction(){ return; }A callback function to execute when the trial finishes, and before the next trial begins. See the Event-Related Callbacks page for more details.
    on_loadfunctionfunction(){ return; }A callback function to execute when the trial has loaded, which typically happens after the initial display of the plugin has loaded. See the Event-Related Callbacks page for more details.
    css_classesstringnullA list of CSS classes to add to the jsPsych display element for the duration of this trial. This allows you to create custom formatting rules (CSS classes) that are only applied to specific trials. For more information and examples, see the Controlling Visual Appearance page and the "css-classes-parameter.html" file in the jsPsych examples folder.
    save_trial_parametersobject{}An object containing any trial parameters that should or should not be saved to the trial data. Each key is the name of a trial parameter, and its value should be true or false, depending on whether or not its value should be saved to the data. If the parameter is a function that returns the parameter value, then the value that is returned will be saved to the data. If the parameter is always expected to be a function (e.g., an event-related callback function), then the function itself will be saved as a string. For more examples, see the "save-trial-parameters.html" file in the jsPsych examples folder.
    
+
    The data parameter
    
+
    The data parameter allows you to add additional properties to the trial data. This can be useful for storing properties of the trial that are not directly apparent from the values that the plugin records. The data parameter value must be an object that contains key-value pairs.
    
+
    A simple example is the Flanker Task. In this experiment, participants respond to the direction of a central arrow by pressing a key to the left for a left-pointing arrow (<) and a key to the right for a right-pointing arrow (>). The arrow appears in the center of flankers, or arrows that the participant should ignore. Those flankers can be congruent (>>>>>) or incongruent (<<><<).
    
+
    A trial for the Flanker Task written with jsPsych might look like this:
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<<<<<',
+  choices: ['f','j'],
+  data: {
+    stimulus_type: 'congruent',
+    target_direction: 'left'
+  }
+}
+
    
+
    Note the use of the data parameter to add a property stimulus_type with the value congruent and a property target_direction with the value left. Having these properties recorded directly in the data simplifies data analysis, making it easy to aggregate data by stimulus_type and/or target_direction.
    
+
    The post_trial_gap (ITI) parameter
    
+
    The default inter-trial interval (ITI) in jsPsych is 0 ms. This can be adjusted at the experiment-wide level by changing the default_iti parameter in initJsPsych().
    
+
    The ITI can also be controlled at the trial level through the post_trial_gap parameter. Setting this parameter to a positive integer x will cause a blank screen to display after the trial for x milliseconds. Setting this parameter for a trial will override the default_iti value set in initJsPsych.
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'There will be a 1.5 second blank screen after this trial.',
+  post_trial_gap: 1500
+}
+
    
+
    The on_start parameter
    
+
    Immediately before a trial runs, there is an opportunity to run an arbitrary function through the on_start event handler. This event handler is passed a single argument containing an editable copy of the trial parameters. This function can therefore be used to alter the trial based on the state of the experiment, among other uses.
    
+
    // when this trial runs, the on_start function will change the trial's stimulus and data parameters,
+// so the trial will display an incongruent Flanker stimulus with a right-facing central arrow
+var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<<<<<',
+  choices: ['f','j'],
+  data: {
+    stimulus_type: 'congruent',
+    target_direction: 'left'
+  },
+  on_start: function(trial){
+    trial.stimulus = '<<><<';
+    trial.data.stimulus_type = 'incongruent';
+    trial.data.target_direction = 'right';
+  }
+}
+
    
+
    The on_finish parameter
    
+
    After a trial is completed, there is an opportunity to run an arbitrary function through the on_finish event handler. This function is passed a single argument containing an editable copy of the data recorded for that trial. This function can therefore be used to update the state of the experiment based on the data collected, or modify the data collected.
    
+
    The on_finish function can be useful to calculate new data properties that were unknowable at the start of the trial. For example, with the Flanker Task example above, the on_finish function could check the response and use to this information to add a new property to the data called correct, which is either true or false.
    
+
    // in addition to all of the standard data collected for this trial, 
+// this on_finish function adds a property called 'correct' 
+// which is either 'true' or 'false'
+// depending on the response that was made
+var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<<<<<',
+  choices: ['f','j'],
+  data: {
+    stimulus_type: 'congruent',
+    target_direction: 'left',
+    correct_response: 'f'
+  },
+  on_finish: function(data){
+    if(jsPsych.pluginAPI.compareKeys(data.response, data.correct_response)){
+      data.correct = true;
+    } else {
+      data.correct = false;
+    }
+  }
+}
+
    
+
    The on_load parameter
    
+
    The on_load callback function will trigger once the trial has completed loading. 
+For most plugins, this will occur once the display has been initially updated but before any user interactions or timed events (e.g., animations) have occurred. 
+This can be useful for changing various aspects of the page elements and their properties that would otherwise require modifying the plugin file.
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'imgA.png',
+  on_load: function() {
+    // this will change the src attribute of the image after 500ms
+    setTimeout(function(){
+      document.querySelector('img').src = 'imgB.png'
+    }, 500);
+  }
+};
+
    
+
    The css_classes parameter
    
+
    The css_classes parameter allows you to add an array of CSS class names to the jsPsych display element on that specific trial. 
+This allows you to create custom style and formatting rules that are only applied to specific trials. 
+If you want CSS rules that only apply to specific elements during a trial, you can use additional CSS selectors.
    
+
    <style>
+  .flanker-stimulus {
+    font-size: 500%;
+  }
+  .flanker-stimulus #prompt {
+    font-size: 18px;
+  }
+  .fixation {
+    font-size: 80px;
+  }
+</style>
+<script>
+  var fixation_trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    choices: "NO_KEYS",
+    stimulus: '+',
+    css_classes: ['fixation']
+  };
+  var flanker_trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    choices: ["ArrowLeft", "ArrowRight"],
+    stimulus: '>>>>>',
+    prompt: '<span id="prompt">Press the left or right arrow key.</span>',
+    css_classes: ['flanker-stimulus']
+  };
+</script>
+
    
+
    The save_trial_parameters parameter
    
+
    The save_trial_parameters parameter allows you to tell jsPsych what parameters you want to be saved to the data. This can be used to override the parameter values that the plugin saves by default. You can add more parameter values to the data that are not normally saved, or remove parameter values that normally are saved. This can be especially useful when the parameter value is dynamic (i.e. a function) and you want to record the value that was used during the trial.
    
+
    var trial = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: '<p style="color: orange; font-size: 48px; font-weight: bold;">BLUE</p>',
+  choices: function() {
+    return jsPsych.randomization.shuffle(['Yes','No']);
+  },
+  post_trial_gap: function() {
+    return jsPsych.randomization.sampleWithoutReplacement([200,300,400,500],1)[0];
+  },
+  save_trial_parameters: {
+    // save the randomly-selected button order and post trial gap duration to the trial data
+    choices: true,
+    post_trial_gap: true,
+    // don't save the stimulus
+    stimulus: false
+  }
+}
+
    
+
    
+
    Note
    
+
    You cannot remove the internal_node_id and trial_index values from the trial data, because these are used internally by jsPsych.
    
+
    
+
    Data collected by all plugins
    
+
    Each plugin defines what data is collected on the trial. The documentation for each plugin specifies what information will be stored in the trial data.
    
+
    In addition to the data collected by a plugin, there is a default set of data that is collected on every trial.
    
+
+
+
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+
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+
+
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+
+
    NameTypeValue
    trial_typestringThe name of the plugin used to run the trial.
    trial_indexnumericThe index of the current trial across the whole experiment.
    time_elapsednumericThe number of milliseconds between the start of the experiment and when the trial ended.
    internal_node_idstringA string identifier for the current TimelineNode.
    
+
    Creating a new plugin
    
+
    See our developer's guide for plugins for information about how to create a new plugin.
    
+
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+
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diff --git a/7.3/overview/progress-bar/index.html b/7.3/overview/progress-bar/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Automatic Progress Bar - jsPsych
+      
+    
+    
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+        
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+    
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+  
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+    
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+      
    
+        
    
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+  
+    
+  
+
+
+
+
    Automatic Progress Bar
    
+
    jsPsych can show a progress bar at the top of the experiment page indicating the subject's overall completion progress. The progress bar is rendered outside the jsPsych display element, and it requires the jspsych.css file to be loaded on the page. As of version 6.0, the progress bar looks like this:
    
+
    Progressbar Screenshot
    
+
    To show the progress bar, set the show_progress_bar option in initJsPsych to true:
    
+
    var jsPsych = initJsPsych({
+    show_progress_bar: true
+});
+
    
+
    The progress bar updates after every node on the top-level timeline updates. This avoids distracting updates in the middle of trials that are composed of multiple plugins, or confusing updates due to looping or conditional structures that may or may not execute depending on the actions of the subject. This also allows some flexibility for the programmer; by nesting timelines in a deliberate manner, the timing of progress bar updates can be controlled.
    
+
    Manual Control
    
+
    The progress bar can also be manually controlled using the function jsPsych.setProgressBar(). This function takes a numeric value between 0 and 1, representing the proportion of the progress bar to fill.
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'Almost done...',
+    on_finish: function(){
+        jsPsych.setProgressBar(0.85); // set progress bar to 85% full.
+    }
+}
+
    
+
    You can also get the current value of the progress bar with jsPsych.getProgressBarCompleted().
    
+
    var proportion_complete = jsPsych.getProgressBarCompleted();
+
    
+
    If you are going to use manual progress bar control, you may want to disable the automatic progress bar updates by setting the auto_update_progress_bar property in initJsPsych() to false.
    
+
    var jsPsych = initJsPsych({
+    show_progress_bar: true,
+    auto_update_progress_bar: false
+});
+
    
+
    Here's a complete example showing how to use these functions and initJsPsych() settings to manually update the progress bar:
    
+
    var jsPsych = initJsPsych({
+    show_progress_bar: true,
+    auto_update_progress_bar: false
+});
+
+var n_trials = 5;
+
+var start = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'Press any key to start!',
+    on_start: function() {
+        // set progress bar to 0 at the start of experiment
+        jsPsych.setProgressBar(0);
+    }
+};
+
+var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This is a trial!',
+    on_finish: function() {
+        // at the end of each trial, update the progress bar
+        // based on the current value and the proportion to update for each trial
+        var curr_progress_bar_value = jsPsych.getProgressBarCompleted();
+        jsPsych.setProgressBar(curr_progress_bar_value + (1/n_trials));
+    }
+};
+
+var trials = {
+    timeline: [trial],
+    repetitions: n_trials
+};
+
+var done = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'Done!'
+};
+
+jsPsych.run([start, trials, done]);
+
    
+
    Custom Text
    
+
    By default, jsPsych adds the text "Completion Progress" to the left of the progress bar. You can specify custom text using the message_progress_bar parameter in initJsPsych.
    
+
    // support for different spoken languages
+var jsPsych = initJsPsych({
+    show_progress_bar: true,
+    message_progress_bar: 'Porcentaje completo'
+});
+
    
+
    // no message
+var jsPsych = initJsPsych({
+    show_progress_bar: true,
+    message_progress_bar: ''
+});
+
    
+
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+  
+
\ No newline at end of file
diff --git a/7.3/overview/prolific/index.html b/7.3/overview/prolific/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Integrating with Prolific - jsPsych
+      
+    
+    
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+      
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+    
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+    
+  
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+
+
+
    Integrating with Prolific
    
+
    Prolific is a participant recruitment service aimed at research. Integrating a jsPsych experiment with Prolific requires capturing the participant's ID and sending the participant to a completion URL at the end of the experiment.
    
+
    Capturing the Participant ID, Study ID, and Session ID
    
+
    When creating a study on Prolific you must provide the URL to your study. You can host your jsPsych experiment however you'd like - some options are discussed in the Running Experiments documentation page. Once you've got a URL to your experiment, you can enter that in the study link section of Prolific. Then, click the option to record Prolific IDs via URL parameters.
    
+
    Prolific screenshot
    
+
    This will append information about the participant's prolific ID (PROLIFIC_PID), the study's ID (STUDY_ID), and the session ID (SESSION_ID) to the URL that participants use to access your experiment. 
    
+
    We can capture these variables with jsPsych, and add them to jsPsych's data. This can be done anywhere in your code. This code does not need to run as part of your experiment timeline.
    
+
    <script>
+  var jsPsych = initJsPsych();
+
+  // capture info from Prolific
+  var subject_id = jsPsych.data.getURLVariable('PROLIFIC_PID');
+  var study_id = jsPsych.data.getURLVariable('STUDY_ID');
+  var session_id = jsPsych.data.getURLVariable('SESSION_ID');
+
+  jsPsych.data.addProperties({
+    subject_id: subject_id,
+    study_id: study_id,
+    session_id: session_id
+  });
+
+  // create the rest of the experiment
+  var timeline = [...]
+
+  jsPsych.run(timeline)
+</script>
+
    
+
    Completing the Experiment
    
+
    When the experiment is complete, Prolific requires that you send the participant to a specific URL that marks the session as complete on Prolific's server. The link is provided to you by Prolific in the study completion section of the setup.
    
+
    Prolific Study Completion Screenshot
    
+
    You can accomplish this in a couple different ways.
    
+
    
+
    Warning
    
+
    It's important that you've saved all the data from your experiment before the participant returns to Prolific. Make sure that any server communication has completed prior to redirecting the participant. One way to do this is by using the async features of the call-function plugin (example).
    
+
    
+
+
    One option is to create a trial that contains a link that the participant clicks to end the experiment and return to Prolific. For example, the html-keyboard-response plugin can be used to display text that includes a link. This could go on a debriefing page.
    
+
    Here's an example trial that could be used. Note that choices is set to "NO_KEYS", which will prevent the participant from continuing past this point in the experiment.
    
+
    var final_trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: `<p>You've finished the last task. Thanks for participating!</p>
+    <p><a href="https://app.prolific.co/submissions/complete?cc=XXXXXXX">Click here to return to Prolific and complete the study</a>.</p>`,
+  choices: "NO_KEYS"
+}
+
    
+
    Automatically redirect
    
+
    A second option is to automatically redirect the participant to the completion URL when the experiment is finished. You could do this in a number of places in the jsPsych timeline.
    
+
    Here's an example using the on_finish event for the entire experiment.
    
+
    var jsPsych = initJsPsych({
+  on_finish: function(){
+    window.location = "https://app.prolific.co/submissions/complete?cc=XXXXXXX"
+  }
+});
+
    
+
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diff --git a/7.3/overview/record-browser-interactions/index.html b/7.3/overview/record-browser-interactions/index.html
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+
+
+
+  
+    
+      
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+        
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+        Record Browser Interactions - jsPsych
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+
    Record browser interactions
    
+
    Participants in an online experiment have the freedom to multitask while performing an experiment. jsPsych automatically records information about when the user clicks on a window that is not the experiment, and about when the user exits full screen mode if the experiment is running in full screen mode. This data is stored separately from the main experiment data, and can be accessed with jsPsych.data.getInteractionData().
    
+
    Each time the user leaves the experiment window, returns to the experiment window, exits full screen mode, or enters full screen mode, the event is recorded in the interaction data. Each event has the following structure.
    
+
    {
+  event: 'focus', // 'focus' or 'blur' or 'fullscreenenter' or 'fullscreenexit'
+  trial: 12, // the index of the active trial when the event happened
+  time: 1240543 // time in ms since the start of the experiment
+}
+
    
+
    You can specify a custom function, in the initJsPsych() method, that is called whenever one of these events occurs
    
+
    initJsPsych({
+  on_interaction_data_update: function(data) {
+    console.log(JSON.stringify(data))
+  }
+});
+
    
+
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+
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diff --git a/7.3/overview/running-experiments/index.html b/7.3/overview/running-experiments/index.html
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+
+
+
+  
+    
+      
+      
+      
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+        
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+      
+      
+    
+    
+      
+        Running Experiments - jsPsych
+      
+    
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+
+
    Running Experiments
    
+
    You can run your jsPsych experiment:
    
+
    Offline, by opening the HTML file directly in the browser using the file:// protocol.
    
+
    Online, by hosting the files on a web server using the http:// or https:// protocol.
    
+
    The way that you run your experiment will have consequences for certain aspects about how the experiment works, and what your experiment will be able to do. This page explains what you need to know about both of these options.
    
+
    
+
    Info
    
+
    If you are looking for a tool to automate deployment-related tasks, check out the jsPsych Builder CLI utility.
+It automatically bundles scripts and style sheets, configures media preloading, and yields a zip file that contains all files for deployment (online or offline).
+jsPsych Builder can also directly build JATOS experiment files (.jzip) that you can upload to a JATOS server (see this section below for more info about JATOS and other server options).
    
+
    
+
    Offline
    
+
    You can run your jsPsych experiment offline by opening the HTML file directly in a web browser, for instance by double-clicking on it. This uses the file:// protocol. It's usually the fastest and easiest way to run through an experiment, and is very useful while writing and testing the code. 
    
+
    At some point you will need to move your experiment files onto a server and send the data to a database, since this is how you will ultimately collect the data (unless you're planning to collect data on your local computer). There are some important differences between the way the experiment runs offline compared to online via a web server. 
    
+
    Note that, unless noted, here we're using the word "server" to mean either a local server (which runs on your computer and only makes the experiment files available from within that computer, and is often used during development), or a remote server (which does not run on your computer and does share your experiment files over the internet).
    
+
    Cross-origin requests (CORS) and safe mode
    
+
    Web browsers have a security policy called cross-origin resource sharing (CORS) that determines whether the webpage can request files that come from a different origin (i.e. protocol, host/domain, and port). This isn't a problem when your study runs online, because in that case your experiment files all have the same origin. However, when you run your experiment offline, the CORS policy blocks some jsPsych features that require loading local files. If your experiment uses these features, then CORS errors will prevent the experiment from running. 
    
+
    To prevent these errors, jsPsych uses a 'safe mode' when it detects that the HTML page is running via the file:// protocol, and if so, automatically disables the features that don't work in that context. Specifically, when a jsPsych experiment runs offline:
    
+
      
+
    • Web Audio is disabled (even if use_webaudio is set to true in initJsPsych). The WebAudio API option is used by default because it allows more precise measurement of response times relative to the onset of the audio. But because WebAudio doesn't work offline, audio will be played using HTML5 audio instead. This is equivalent to setting  use_webaudio  to false in initJsPsych.
      • 
+
    • Video preloading is disabled (both automatic and manual preloading via the preload plugin). Videos will still play when you run your experiment offline, but they will load during the experiment, which might cause noticeable delays before video playback starts.
      • 
+
    
+
    This safe mode feature is controlled by the override_safe_mode parameter in initJsPsych, which defaults to false. If you leave this setting as the default, then you won't need to worry about CORS errors while running your experiment offline, or remembering to change your initJsPsych settings when you move the experiment online.
    
+
    It's possible to override jsPsych's safe mode by setting override_safe_mode to true in initJsPsych. One reason you might do this is if you've disabled web security features in your browser (see here and here for instructions in Chrome), which is safe to do if you know what you're doing. If your experiment does not use Web Audio or preloaded videos, then jsPsych's safe mode feature will not have any effect. 
    
+
    The override_safe_mode parameter also has no effect when your experiment is running online a web server, because the page will be loaded via the http:// or https:// protocol.
    
+
    Media loading
    
+
    While running your experiment offline, any media files are likely to load very quickly because they are stored on your own computer's disk. Therefore you may not notice problems with file loading delays while running your experiment locally (either offline or on a local server) because the files will load fast enough that they never cause disruption. However, when your experiment is hosted on a remote server, the files will need to be transferred over the internet, which means they will take longer to load - in some cases much longer. Loading delays are most noticeable with media files: images, audio, and video. As explained on the Media Preloading page, loading delays during your experiment can cause problems for stimulus display and response times. 
    
+
    It is important to test your experiment to ensure that any media files are preloading successfully and not being requested again during the experiment. You can use the Network tab in your browser's developer tools to see when files are loaded and to simulate a slow internet connection (see here for Chrome Network tab documentation). If you are preloading many and/or large files, such as videos, you may want to increase the max_load_time parameter in the preload plugin so that participants with slow/unreliable internet connections will be able to take part in your experiment.
    
+
    Permanent data storage
    
+
    As explained in the Data Storage, Aggregation, and Manipulation page, jsPsych stores information in the participant's browser. While running an experiment offline, you won't be able to send the data to a database. However you can still see the data that jsPsych collects by saving it as a local file (using jsPsych.data.get().localSave), displaying it in the webpage at the end of the experiment (using jsPsych.data.displayData), or printing it to the browser's console (using console.log). 
    
+
    Permanent data storage is also necessary when the code that runs the experiment depends on information that can't be known in advance, and that changes throughout data collection. Some common examples of this in cognitive behavioral research are version counterbalancing, where the experiment code needs to access and update the history of version assignment in order to determine which version should be assigned, and multi-session/training studies, where the experiment might need to access and update information about each participant like their current session number, task difficulty level, etc. 
    
+
    Doing these things in an automated way requires the use of a server. While developing and testing your experiment offline, you might choose to simulate some of these things and then implement them properly once you move your experiment online. For instance, you could randomize instead of counterbalancing version assignment:
    
+
    var versions = [1,2];
+var random_version = jsPsych.randomization.sampleWithoutReplacement(versions,1)[0];
+
    
+
    And use URL query parameters to pass in variables like session number and difficulty level:
    
+
    // add the variables onto the end of the URL that appears in the browser when you open the file 
+// e.g., file:///C:/my_experiment.html?id=1&sess=2&diff=3
+var participant_id = jsPsych.data.getURLVariable('id');
+var session = jsPsych.data.getURLVariable('sess');
+var difficulty = jsPsych.data.getURLVariable('diff');
+
    
+
    Online
    
+
    Hosting the Experiment and Saving the Data
    
+
    jsPsych is a front-end JavaScript library that runs entirely on the participant's computer. To run a jsPsych experiment over the internet, the files need to be hosted on a public web server so that participants can access the experiment using a web browser. When the participant completes the experiment in the browser, all of the data that jsPsych collects is stored on the participant's computer in the browser's memory. To get access to this data, it needs to be sent from the participant's browser back to the web server and stored in a database or a file.
    
+
    To be maximally flexible, jsPsych doesn't provide a single built-in solution for the web server component of your experiment. This makes jsPsych compatible with a wide range of hosting services and tools, allowing researchers to choose the web server option that best suit their needs. 
    
+
    Some options for running your jsPsych experiment online include:
    
+
      
+
    • Cognition.run - A free service designed specifically for hosting jsPsych experiments, with an easy-to-use interface. 
      • 
+
    • JATOS - A free program that runs on your own server and provides a GUI for setting up experiments and accessing the data. Offers lots of features for creating more complex experiments and managing multiple researchers.
      • 
+
    • Pavlovia - A paid hosting service for web-based experiments, run by the PsychoPy team. Experiment files are managed on a GitLab repository. Participants will access the experiment through a link to Pavlovia.
      • 
+
    • PsiTurk - Python-based program to help you host your experiment on your own computer and collect data from MTurk (see Recruiting Participants below). Relatively easy for a DIY option.
      • 
+
    • Pushkin - A set of tools to help you set up your own virtual laboratory for online experiments. This option differs from the others in that it helps you set up a complete website that may contain many different experiments, information about the laboratory, participant logins, and other features that are targeted at hosting large-scale data collection efforts.
      • 
+
    • Full DIY - You can setup your own web server and database and handle the communication yourself. Traditional web server 'stacks' include LAMP/LEMP (Linux operating system, Apache or Nginx server application, MySQL database, and PHP programming language). Other common web server frameworks include Flask (Python) and Node.js (JavaScript).
      • 
+
    
+
    Recruiting Participants
    
+
    Once your experiment is running online, you could recruit participants in the same way that you would for lab-based studies. For instance, if your institution uses SONA, you can advertise your web-based study link on SONA. SONA allows you to automactically embed a unique ID in online study URLs, which you can then save in your data using jsPsych's URL query parameters function. SONA will also generate a completion URL that you can redirect participants to at the end of the study, and this will mark them as having completed the study in SONA.
    
+
    To take full advantage of hosting an experiment online, many researchers advertise their experiments more widely. Social media and other media outlets provide one option for reaching a large number of potential participants. There are also some commercial platforms that you can use to advertise your study and pay anonymous online participants. These recruitment platforms charge a fee for use. The advantages of these platforms are that they handle the participant payments and allow you to specify pre-screening criteria. The most commonly used recruitment platforms in online behavioral research are:
    
+
      
+
    • Prolific: An online labor market designed specifically for web-based research. 
      • 
+
    • Amazon Mechanical Turk (MTurk): An online labor market designed for advertising paid 'human intelligence tasks'. This service was designed for use by commercial businesses but has been used by behavioral researchers for many years.
      • 
+
    
+
    Like SONA, Prolific and MTurk use URL query parameters to get participant information, and redirection to specific URLs to mark participants as having finished the study. jsPsych includes convenience functions for interacting with MTurk participants. Information about integrating with Prolific can be found in the researcher support section of their website.
    
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+  
+    
+      
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+        
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+    
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+        Simulation Modes - jsPsych
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+    
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+
    Simulation Modes
    
+
    Added in 7.1
    
+
    Simulation mode allows you run your experiment automatically and generate artificial data. 
    
+
    
+
    Info
    
+
    For a detailed description of the motivation behind simulation mode and a discussion of different use cases of simulation mode, see de Leeuw, J.R., Gilbert, R.A., Petrov, N.B., & Luchterhandt, B. (2022). Simulation behavior to help researchers build experiments. Behavior Research Methods, https://doi.org/10.3758/s13428-022-01899-0.
    
+
    A pre-print version is available on PsyArXiv.
    
+
    
+
    Getting Started
    
+
    To use simulation mode, replace jsPsych.run() with jsPsych.simulate().
    
+
    jsPsych.simulate(timeline);
+
    
+
    This will run jsPsych in the default data-only simulation mode. 
+To use the visual simulation mode you can specify the second parameter.
    
+
    jsPsych.simulate(timeline, "data-only");
+jsPsych.simulate(timeline, "visual");
+
    
+
    What happens in simulation mode
    
+
    In simulation mode, plugins call their simulate() method instead of calling their trial() method.
+If a plugin doesn't implement a simulate() method, then the trial will run as usual (using the trial() method) and any interaction that is needed to advance to the next trial will be required. 
+If a plugin doesn't support visual mode, then it will run in data-only mode.
    
+
    data-only mode
    
+
    In data-only mode plugins typically generate resonable artificial data given the parameters specified for the trial. 
+For example, if the trial_duration parameter is set to 2,000 ms, then any response times generated will be capped at this value. 
+Generally the default data generated by the plugin randomly selects any available options (e.g., buttons to click) with equal probability. 
+Response times are usually generated by sampling from an exponentially-modified Gaussian distribution truncated to positive values using jsPsych.randomization.sampleExGaussian().
    
+
    In data-only mode, the plugin's trial() method usually does not run. 
+The data are simply calculated based on trial parameters and the finishTrial() method is called immediately with the simulated data.
    
+
    visual mode
    
+
    In visual mode a plugin will typically generate simulated data for the trial and then use that data to mimic the kinds of actions that a participant would do. 
+The plugin's trial() method is called by the simulation, and you'll see the experiment progress in real time. 
+Mouse, keyboard, and touch events are simulated to control the experiment.
    
+
    In visual mode each plugin will generate simulated data in the same manner as data-only mode, but this data will instead be used to generate actions in the experiment and the plugin's trial() method will ultimately be responsible for generating the data. 
+This can create some subtle differences in data between the two modes. 
+For example, if the simulated data generates a response time of 500 ms, the data.rt value will be exactly 500 in data-only mode, but may be 501 or another slightly larger value in visual mode.
+This is because the simulated response is triggered at 500 ms and small delays due to JavaScript's event loop might add a few ms to the measure.
    
+
    Controlling simulation mode with simulation_options
    
+
    The parameters for simulation mode can be set using the simulation_options parameter in both jsPsych.simulate() and at the level of individual trials.
    
+
    Trial-level options
    
+
    You can specify simulation options for an individual trial by setting the simulation_options parameter.
    
+
    const trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<p>Hello!</p>',
+  simulation_options: {
+    data: {
+      rt: 500
+    }
+  }
+}
+
    
+
    Currently the three options that are available are data, mode, and simulate.
    
+
    data
    
+
    Setting the data option will replace the default data generated by the plugin with whatever data you specify.
+You can specify some or all of the data parameters. 
+Any parameters you do not specify will be generated by the plugin.
    
+
    In most cases plugins will try to ensure that the data generated is consistent with the trial parameters.
+For example, if a trial has a trial_duration parameter of 2000 but the simulation_options specify a rt of 2500, this creates an impossible situation because the trial would have ended before the response at 2,500ms.
+In most cases, the plugin will act as if a response was attempted at 2500, which will mean that no response is generated for the trial. 
+As you might imagine, there are a lot of parameter combinations that can generate peculiar cases where data may be inconsistent with trial parameters. 
+We recommend double checking the simulation output, and please alert us if you discover a situation where the simulation produces inconsistent data.
    
+
    mode
    
+
    You can override the simulation mode specified in jsPsych.simulate() for any trial. Setting mode: 'data-only' will run the trial in data-only mode and setting mode: 'visual' will run the trial in visual mode.
    
+
    simulate
    
+
    If you want to turn off simulation mode for a trial, set simulate: false.
    
+
    Functions and timeline variables
    
+
    The simulation_options parameter is compatible with both dynamic parameters and timeline variables. 
+Dynamic parameters can be especially useful if you want to randomize the data for each run of the simulation. 
+For example, you can specify the rt as a sample from an ExGaussian distribution.
    
+
    const trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<p>Hello!</p>',
+  simulation_options: {
+    data: {
+      rt: ()=>{
+        return jsPsych.randomization.sampleExGaussian(500, 50, 1/100, true)
+      }
+    }
+  }
+}
+
    
+
    Experiment-level options
    
+
    You can also control the parameters for simulation by passing in an object to the simulation_options argument of jsPsych.simulate().
    
+
    const simulation_options = {
+  default: {
+    data: {
+      rt: 200
+    }
+  }
+}
+
+jsPsych.simulate(timeline, "visual", simulation_options)
+
    
+
    The above example will set the rt for any trial that doesn't have its own simulation_options specified to 200. 
+This could be useful, for example, to create a very fast preview of the experiment to verify that everything is displaying correctly without having to wait through longer trials.
    
+
    You can also specify sets of parameters by name using the experiment-level simulation options.
    
+
    const simulation_options = {
+  default: {
+    data: {
+      rt: 200
+    }
+  },
+  long_response: {
+    data: {
+      rt: () => {
+        return jsPsych.randomization.sampleExGaussian(5000, 500, 1/500, true)
+      }
+    }
+  }
+}
+
+const trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<p>This is gonna take a bit.</p>',
+  simulation_options: 'long_response'
+}
+timeline.push(trial);
+
+jsPsych.simulate(timeline, "visual", simulation_options)
+
    
+
    In the example above, we specified the simulation_options for trial using a string ('long_response').
+This will look up the corresponding set of options in the experiment-level simulation_options.
    
+
    We had a few use cases in mind with this approach:
    
+
      
+
    1. You could group together trials with similar behavior without needing to specify unique options for each trial.
      2. 
+
    2. You could easily swap out different simulation options to test different kinds of behavior. For example, if you want to test that a timeline with a conditional_function is working as expected, you could have one set of simulation options where the data will cause the conditional_function to evaluate to true and another to false. By using string-based identifiers, you don't need to change the timeline code at all. You can just change the object being passed to jsPsych.simulate().
      3. 
+
    3. In an extreme case of the previous example, every trial on the timeline could have its own unique identifier and you could have multiple sets of simulation options to have very precise control over the data output.
      4. 
+
    
+
    Current Limitations
    
+
    Simulation mode is not yet as comprehensively tested as the rest of jsPsych.
+While we are confident that the simulation is accurate enough for many use cases, it's very likely that there are circumstances where the simulated behavior will be inconsistent with what is actually possible in the experiment. 
+If you come across any such circumstances, please let us know!
    
+
    Currently extensions are not supported in simulation mode. 
+Some plugins are also not supported. 
+This will be noted on their documentation page. 
    
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+        Controlling Visual Appearance - jsPsych
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+
    Controlling Visual Appearance
    
+
    Your experiment's style and formatting comes from the CSS (cascading style sheet) rules that are stored in the jspsych.css file, and the browser's defaults. There are a few ways to change the style and formatting in your experiment. The method that you choose is partly a matter of personal preference. It might also depend on whether you want the style/formatting change(s) to apply to specific trials, to the whole experiment (HTML page), or across different experiments. This section discusses the different ways of incorporating CSS into your jsPsych experiment. You can also see this page about adding CSS to web pages to learn more.
    
+
    Inline CSS
    
+
    Whenever you're using a parameter that accepts an HTML-formatted string, you have the option to include inline CSS. Inline CSS is a way of adding style and formatting directly into a specific HTML element using its "style" attribute. This is a good option for when you want to make few and/or simple style changes to an HTML trial parameter.
    
+
    To change an element's style using inline CSS, you can set the element's "style" attribute to a string that contains the CSS parameters that you want to change, along with the values that you want to use. The syntax is " <parameter-name> : <parameter-value> ;". 
    
+
    In the example below, the stimulus font size is set to 30px and the text color is set to red. These changes will only be applied to this stimulus text in this specific trial.
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: '<p style="font-size:30px;color:red;">hello world!</p>'
+}
+
    
+
    You can also use a dynamic parameter to combine inline CSS and trial-specific variables. This allows you to easily apply the same inline CSS to multiple trials. Here's an example using a dynamic stimulus parameter and timeline variables:
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: function() {
+        var stim = '<p style="font-size:30px;font-weight:bold;">'+jsPsych.timelineVariable('text')+'</p>';
+        return stim;
+    }
+}
+var trial_procedure = {
+    timeline: [trial],
+    timeline_variables: [
+        {text: 'Welcome'},
+        {text: 'to'},
+        {text: 'the'},
+        {text: 'experiment!'}
+    ]
+}
+
    
+
    Adding CSS rules
    
+
    You may want to add a lot of different CSS changes to your experiment, re-use the same change(s) across lots of different trials, and/or separate the style/formatting from the HTML string. In these cases, you might find it useful to create CSS rules rather than using inline CSS. 
    
+
    Creating CSS rules is a lot like using inline CSS, except that you also need to use a CSS selector. This is because your CSS rules aren't attached to any specific HTML element (unlike inline CSS), so you need to tell the browser which element(s) the style rules should apply to. The syntax is "css-selector { <parameter-name> : <parameter-value> ; }". 
    
+
    In the example below, the CSS selector "p" tells the browser to apply the font size change to any text that is inside of a <p> element.
    
+
    p {
+  font-size: 30px;
+}
+
    
+
    You can make more specific changes using CSS rules. The specificity will depend on the CSS selectors that are used. In addition to using the tag name (e.g. "p"), other common CSS selectors include the element's ID or class. If you are selecting an element using it's ID, then the CSS selector needs to have a # in front of the ID, e.g. "#stimulus". If you are selecting elements based on their class, then you need to include a . in front of the class, e.g. ".large-text".
    
+
    In the example below, the "#stimulus" CSS selector means that the width change will only affect elements with the "stimulus" ID, and the ".large-text" CSS selector means that the font size change will only affect elements that have the "large-text" class.
    
+
    #stimulus 
+    width: 300px;
+}
+.large-text {
+    font-size: 200%;
+}
+
    
+
    It is possible to create even more specific CSS selectors, for instance by combining tags, IDs, and/or classes. For example, let's say that you are showing feedback text to participants, and that this text is inside of a <p> tag. You could add the ID "correct" to the <p> element for correct response feedback, and the ID "incorrect" to the <p> element for incorrect response feedback. Then you can define separate styles for correct and incorrect feedback text like this:
    
+
    p#incorrect {
+  color: red;
+}
+p#correct {
+  color: green;
+}
+
    
+
    See this page about CSS selectors for a complete reference of CSS selector patterns and their meanings.
    
+
    With style tags
    
+
    You can add CSS rules to your HTML page by putting them inside of <style> tags. These rules will be applied to your whole experiment. This method can be useful for making general changes to the way that your experiment looks. 
    
+
    In the example below, the default font size is set to 25px throughout the experiment. This will overrule the default font size of 18px that is set in the jspsych.css file.
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+  <link rel="stylesheet" href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css">
+  <style> 
+    .jspsych-display-element {
+      font-size: 25px;
+    }
+  </style>
+</head>
+
    
+
    With a stylesheet
    
+
    CSS rules can also be applied to your experiment with a link to an external CSS file. This is the same method that is usually used to apply the style from jspsych.css to an experiment. These rules will be applied to your whole experiment. You may find it useful to use a custom stylesheet when you want to re-use the same CSS rules across multiple experiments (HTML files).
    
+
    This example shows how to add a custom CSS file in addition to the styles provided in jspsych.css. In this example, the custom CSS file is called "my_experiment_style.css" and it is located in the same directory as your HTML file.
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+  <link rel="stylesheet" href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css">
+  <link rel="stylesheet" href="my_experiment_style.css">
+</head>
+
    
+
    Below are the some example contents of an external CSS file, like the "my_experiment_style.css" from the example above. This CSS will (1) change the page background color to black, (2) change the default font to 25px and white, and (3) limit the width of the page content so that it can only take up to 80% of its normal width. 
    
+
    body {
+  background-color: black;
+}
+.jspsych-display-element {
+  font-size: 25px;
+  color: white;
+}
+.jspsych-content {
+  max-width: 80%; 
+}
+
    
+
    
+
    Note
    
+
    <style> tags are not used inside of an external CSS file.
    
+
    
+
    Using the css_classes trial parameter
    
+
    CSS rules can also be applied in a trial-specific way using the css_classes parameter. This parameter will apply one or more class to the <div> element that holds all of the jsPsych page content during that specific trial. This way you can treat CSS styles just like any other trial parameter. 
    
+
    You can use a static css_classes parameter value if you always want to apply the same CSS rules to the trial. In the 'fixation' example below, separating the style rules from the stimulus string makes the code a little bit 'cleaner', and this makes it easier to re-use the same style rules in other parts of the experiment.
    
+
     <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+  <link rel="stylesheet" href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css">
+  <style> 
+    .fixation {font-size: 90px; font-weight: bold; color: gray;}
+  </style>
+</head>
+<script>
+var fixation = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: '+',
+    choices: "NO_KEYS",
+    trial_duration: 500,
+    css_classes: ['fixation']
+}
+// ...
+</script>
+
    
+
    You may want the  css_classes parameter to vary across trials. If so, you can turn it into a dynamic parameter or use timeline variables (see examples below). 
    
+
    One thing to note about the css_classes parameter is that it only adds the class(es) to the jspsych-content <div> element, which is the "parent" element that contains all of the experiment content. Often you'll want your CSS rules to be applied to other elements inside of this jspsych-content div. Sometimes your CSS rules will be "inherited" by all of the other jsPsych content inside of this parent <div>. For instance, in the fixation example above, the CSS rules that change the font size, weight and color are applied to the parent <div> and automatically passed on to the stimulus text through inheritance.
    
+
    There are two reasons why a CSS rule like the one above for fixation may not work the way you expect:
    
+
      
+
    1. 
+
      Not all CSS properties are inherited from the parent element.
      
+
      2. 
+
    2. 
+
      When a CSS property is inherited from the parent element, it will affect all elements in a given trial. 
      
+
      3. 
+
    
+
    In these cases, you can change your CSS selector to make it more specific: add a space after class name, then add more CSS selectors to select the specific element(s) that you want to change. 
    
+
    
+
    Tip
    
+
    To find out this more specific CSS selector, you can right-click on the element and select Inspect. In the inspector window, right-click on the property corresponding to the element and copy the selector. You might need to increase the trial's trial_duration to give yourself enough time to inspect the elements on the page. See more tips for working with CSS below.
    
+
    
+
    In the example below, the CSS selector .left-align #stimulus selects the element with the ID "stimulus" that is inside of an element with the class "left-align".
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+  <link rel="stylesheet" href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css">
+  <style> 
+    .left-align #stimulus {text-align: left; width: 600px;}
+    .right-align #stimulus {text-align: right; width: 600px;}
+  </style>
+</head>
+<script>
+var trial_procedure = {
+    timeline: [{
+        type: jsPsychHtmlKeyboardResponse,
+        stimulus: '<p id="stimulus">This is the stimulus.</p>',
+        prompt: '<p>This text will not be affected by the CSS classes '+
+            'because it does not have the "stimulus" ID.</p>',
+        css_classes: jsPsych.timelineVariable('css_classes')
+    }],
+    timeline_variables: [
+        {css_classes: ['left-align']},
+        {css_classes: ['right-align']}
+    ]
+}
+// ...
+</script>
+
    
+
    It's also possible to pass multiple class names to the css_classes parameter. This can be useful for creating conditions that involve crossing different style-related factors. This example shows you to combine two text alignment and two text color factors to produce four different stimulus conditions:
    
+
    <head>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+  <link rel="stylesheet" href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css">
+  <style> 
+    .left-align #stimulus {text-align: left; width: 600px;}
+    .right-align #stimulus {text-align: right; width: 600px;}
+    .teal #stimulus {color: teal;}
+    .purple #stimulus {color: purple;}
+  </style>
+</head>
+<script>
+var trial_procedure = {
+    timeline: [{
+        type: jsPsychHtmlKeyboardResponse,
+        stimulus: '<p id="stimulus">This is the stimulus.</p>',
+        prompt: '<p>This text will not be affected by the CSS classes '+
+            'because it does not have the "stimulus" ID.</p>',
+        css_classes: jsPsych.timelineVariable('css_classes'),
+        data: {condition: jsPsych.timelineVariable('condition')}
+    }],
+    timeline_variables: [
+        {css_classes: ['left-align','teal'], condition: 'left-teal'},
+        {css_classes: ['right-align','teal'], condition: 'right-teal'},
+        {css_classes: ['left-align','purple'], condition: 'left-purple'},
+        {css_classes: ['right-align','purple'], condition: 'right-purple'}
+    ]
+}
+// ...
+</script>
+
    
+
    See the "css-classes-parameter.html" file in jsPsych's examples subfolder for more explanation and examples.
    
+
    Tips for working with CSS
    
+
    Your browser's developer tools contain very useful features for exploring and debugging your experiment's style and formatting. Open your browser's developer tools and click on the Element Inspector button or go to the Elements tab. Once you have selected an element on the page, you can see all of the information that can be used to select it, including:
    
+
      
+
    1. tag name, e.g., "div", "p", "img", "button"
      2. 
+
    2. ID, if it has one
      3. 
+
    3. class(es), if it has any
      4. 
+
    
+
    You can then use this information to create a CSS selector to modify that element's style.
    
+
    devtools-element-inspector
    
+
    As you can see, jsPsych adds its own IDs and classes to many elements. You can use the developer tools to determine what IDs and classes already exist for the elements that you want to modify, as you may can often just use these instead of adding your own. For instance, in the "html-keyboard-response" plugin, the stimulus will always be shown in a <div> with the ID "jspsych-html-keyboard-response-stimulus". So you can create a CSS rule that is applied to all "html-keyboard-response" stimuli like this:
    
+
    #jspsych-html-keyboard-response-stimulus {
+  color: white;
+  background-color: blue;
+  width: 100px;
+  border: 4px solid black;
+}
+
    
+
    As another example, most jsPsych buttons have the class "jspsych-btn", so you can use this class to change the default button styling:
    
+
    .jspsych-btn {
+  padding: 20px 20px;
+  font-size: 25px;
+  border-color: black;
+}
+
    
+
    You can also use the developer tools to change an element's CSS and immediately see the effect that the changes will have on the page. These changes are just temporary, so you will still need to use one of methods described above to add the CSS changes to your experiment. However, making changes in the developer tools is very useful for figuring out which CSS properties to change and which values to use. This area of the developer tools also shows what styles are currently applied to the element and where those style rules are coming from. 
    
+
    devtools-change-css
    
+
    There are a few things to be aware of while debugging problems with CSS. 
    
+
      
+
    1. When there are conflicting CSS rules, some CSS rules will take precedence over others. For instance, inline CSS usually takes precedence over other CSS rules, and more specific CSS selectors usually take precedence over less specific ones. 
      2. 
+
    2. When there are conflicting CSS rules that have the same level of precedence, the last rule will override any earlier rules. For that reason it's important to add your own custom stylesheet after the default jspsych.css stylesheet. See this page about CSS precedence for more information.
      3. 
+
    
+
    If one CSS style rule is overridden by another one, the rule that is overridden will appear in strikethrough text in the element's "Styles" section. Also, if you are using an incorrect CSS property name or an invalid value, then that will show up here as an error, indicated by both strikethrough text and a little yellow warning symbol.
    
+
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+
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+  
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+        Creating an Experiment: The Timeline - jsPsych
+      
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+
    Creating an Experiment: The Timeline
    
+
    To create an experiment using jsPsych, you need to specify a timeline that describes the structure of the experiment. The timeline is an ordered set of trials. You must create the timeline before launching the experiment. Most of the code you will write for an experiment will be code to create the timeline. This page walks through the creation of timelines, including very basic examples and more advanced features.
    
+
    A single trial
    
+
    To create a trial, you need to create an object that describes the trial. The most important feature of this object is the type parameter. This tells jsPsych which plugin to use to run the trial. For example, if you want to use the html-keyboard-response plugin to display a short message, the trial object would look like this:
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'Welcome to the experiment.'
+}
+
    
+
    The parameters for this object (e.g., stimulus) will depend on the plugin that you choose. Each plugin defines the set of parameters that are needed to run a trial with that plugin. Visit the documentation for a plugin to learn about the parameters that you can use with that plugin.
    
+
    To create a timeline with the single trial and run the experiment, just embed the trial object in an array. A timeline can simply be an array of trials.
    
+
    var timeline = [trial];
+
+jsPsych.run(timeline);
+
    
+
    To create and run a simple experiment like this complete the hello world tutorial.
    
+
    Multiple trials
    
+
    Scaling up to multiple trials is straightforward. Create an object for each trial, and add each object to the timeline array.
    
+
    // with lots of trials, it might be easier to add the trials
+// to the timeline array as they are defined.
+var timeline = [];
+
+var trial_1 = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This is trial 1.'
+}
+timeline.push(trial_1);
+
+var trial_2 = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This is trial 2.'
+}
+timeline.push(trial_2);
+
+var trial_3 = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This is trial 3.'
+}
+timeline.push(trial_3);
+
    
+
    Nested timelines
    
+
    Each object on the timeline can also have it's own timeline. This is useful for many reasons. One is that it allows you to define common parameters across trials once and have them apply to all the trials on the nested timeline. The example below creates a series of trials using the image-keyboard-response plugin, where the only thing that changes from trial-to-trial is the image file being displayed on the screen.
    
+
    var judgment_trials = {
+    type: jsPsychImageKeyboardResponse,
+    prompt: '<p>Press a number 1-7 to indicate how unusual the image is.</p>',
+    choices: ['1','2','3','4','5','6','7'],
+    timeline: [
+        {stimulus: 'image1.png'},
+        {stimulus: 'image2.png'},
+        {stimulus: 'image3.png'}
+    ]
+}
+
    
+
    In the above code, the type, prompt, and choices parameters are automatically applied to all of the objects in the timeline array. This creates three trials with the same type, prompt, and choices parameters, but different values for the stimulus parameter.
    
+
    You can also override the values by declaring a new value in the timeline array. In the example below, the second trial will display a different prompt message.
    
+
    var judgment_trials = {
+    type: jsPsychImageKeyboardResponse,
+    prompt: '<p>Press a number 1-7 to indicate how unusual the image is.</p>',
+    choices: ['1','2','3','4','5','6','7'],
+    timeline: [
+        {stimulus: 'image1.png'},
+        {stimulus: 'image2.png', prompt: '<p>Press 1 for this trial.</p>'},
+        {stimulus: 'image3.png'}
+    ]
+}
+
    
+
    Timelines can be nested any number of times.
    
+
    Timeline variables
    
+
    A common pattern in behavioral experiments is to repeat the same procedure/task many times with slightly different parameters. A procedure might be a single trial, but it also might be a series of trials. For example, a task might involve a fixation cross appearing, followed by a blank screen, followed by an image for a short duration, followed by a prompt and a text box to report on some aspect of the image.
    
+
    One shortcut to implement this pattern is with the nested timeline approach described in the previous section, but this only works if all the trials use the same plugin type. Timeline variables are a more general solution. With timeline variables you define the procedure once (as a timeline) and specify a set of parameters and their values for each iteration through the timeline.
    
+
    What follows is an example of how to use timeline variables. The simple reaction time tutorial also explains how to use timeline variables.
    
+
    Suppose we want to create an experiment where people see a set of faces. Perhaps this is a memory experiment and this is the phase of the experiment where the faces are being presented for the first time. In between each face, a fixation cross is displayed on the screen. Without timeline variables, we would need to add many trials to the timeline, alternating between trials showing the fixation cross and trials showing the face and name. This could be done efficiently using a loop or function to create the timeline, but timeline variables make it even easier - as well as adding extra features like sampling and randomization.
    
+
    Here's a basic version of the task with timeline variables.
    
+
    var face_name_procedure = {
+    timeline: [
+        {
+            type: jsPsychHtmlKeyboardResponse,
+            stimulus: '+',
+            choices: "NO_KEYS",
+            trial_duration: 500
+        },
+        {
+            type: jsPsychImageKeyboardResponse,
+            stimulus: jsPsych.timelineVariable('face'),
+            choices: "NO_KEYS",
+            trial_duration: 2500
+        }
+    ],
+    timeline_variables: [
+        { face: 'person-1.jpg' },
+        { face: 'person-2.jpg' },
+        { face: 'person-3.jpg' },
+        { face: 'person-4.jpg' }
+    ]
+}
+
    
+
    In the above version, there are four separate trials defined in the timeline_variables parameter. Each trial has a variable face and a variable name. The timeline defines a procedure of showing a fixation cross for 500ms followed by the face and name for 2500ms.  This procedure will repeat four times, with the first trial showing 'person-1.jpg', the second 'person-2.jpg', and so on. The variables are referenced within the procedure by calling the jsPsych.timelineVariable() method and passing in the name of the variable.
    
+
    What if we wanted to add an additional step to the task where the name is displayed prior to the face appearing? (Maybe this is one condition of an experiment investigating whether the order of name-face or face-name affects retention.) We can add another variable to our list that gives the name associated with each image. Then we can add another trial to our timeline to show the name.
    
+
    var face_name_procedure = {
+    timeline: [
+        {
+            type: jsPsychHtmlKeyboardResponse,
+            stimulus: '+',
+            choices: "NO_KEYS",
+            trial_duration: 500
+        },
+        {
+            type: jsPsychHtmlKeyboardResponse,
+            stimulus: jsPsych.timelineVariable('name'),
+            trial_duration: 1000,
+            choices: "NO_KEYS"
+        },
+        {
+            type: jsPsychImageKeyboardResponse,
+            stimulus: jsPsych.timelineVariable('face'),         
+            choices: "NO_KEYS",
+            trial_duration: 1000
+        }
+    ],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ]
+}
+
    
+
    Using in a function
    
+
    Continung the example from the previous section, what if we wanted to show the name with the face, combining the two variables together? 
+To do this, we can use a dynamic parameter (a function) to create an HTML-string that uses both variables in a single parameter.
+The value of the stimulus parameter will be a function that returns an HTML string that contains both the image and the name. 
    
+
    var face_name_procedure = {
+    timeline: [
+        {
+            type: jsPsychHtmlKeyboardResponse,
+            stimulus: '+',
+            choices: "NO_KEYS",
+            trial_duration: 500
+        },
+        {
+            type: jsPsychHtmlKeyboardResponse,
+            stimulus: jsPsych.timelineVariable('name'),
+            trial_duration: 1000,
+            choices: "NO_KEYS"
+        },
+        {
+            type: jsPsychHtmlKeyboardResponse,
+            stimulus: function(){
+                var html = `
+                    <img src="${jsPsych.timelineVariable('face')}">
+                    <p>${jsPsych.timelineVariable('name')}</p>`;
+                return html;
+            },          
+            choices: "NO_KEYS",
+            trial_duration: 2500
+        }
+    ],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ]
+}
+
    
+
    Random orders of trials
    
+
    If we want to randomize the order of the trials, we can set randomize_order to true.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    randomize_order: true
+}
+
    
+
    Sampling methods
    
+
    There are also sampling methods that can be used to select a set of trials from the timeline_variables.
+Sampling is declared by creating a sample parameter. 
+The sample parameter is given an object of arguments. 
+The type parameter in this object controls the type of sampling that is done. 
+Valid values for type are 
    
+
      
+
    • "with-replacement": Sample size items from the timeline variables with the possibility of choosing the same item multiple time.
      • 
+
    • "without-replacement": Sample size items from timeline variables, with each item being selected a maximum of 1 time.
      • 
+
    • "fixed-repetitons": Repeat each item in the timeline variables size times, in a random order. Unlike using the repetitons parameter, this method allows for consecutive trials to use the same timeline variable set.
      • 
+
    • "alternate-groups": Sample in an alternating order based on a declared group membership. Groups are defined by the groups parameter. This parameter takes an array of arrays, where each inner array is a group and the items in the inner array are the indices of the timeline variables in the timeline_variables array that belong to that group.
      • 
+
    • "custom": Write a function that returns a custom order of the timeline variables.
      • 
+
    
+
    Sampling with replacement
    
+
    This sample parameter will create 10 repetitions, sampling with replacement.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    sample: {
+        type: 'with-replacement',
+        size: 10
+    }
+}
+
    
+
    Sampling with replacement, unequal probabilities
    
+
    This sample parameter will make the "Alex" trial three times as likely to be sampled as the others.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    sample: {
+        type: 'with-replacement',
+        size: 10, 
+        weights: [3, 1, 1, 1]
+    }
+}
+
    
+
    Sampling without replacement
    
+
    This sample parameter will pick three of the four possible trials to run at random.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    sample: {
+        type: 'without-replacement',
+        size: 3 
+    }
+}
+
    
+
    Repeating each trial a fixed number of times in a random order
    
+
    This sample parameter will create 3 repetitions of each trial, for a total of 12 trials, with a random order.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    sample: {
+        type: 'fixed-repetitions',
+        size: 3
+    }
+}
+
    
+
    Alternating groups
    
+
    This sample parameter puts the "Alex" and "Chad" trials in group 1 and the "Beth" and "Dave" trials in group 2. 
+The resulting sample of trials will follow the pattern group 1 -> group 2 -> group 1 -> group 2.
+ Each trial will be selected only one time. 
+If you wanted group 2 to sometimes be first, you could set randomize_group_order: true.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    sample: {
+        type: 'alternate-groups',
+        groups: [[0,2],[1,3]],  
+        randomize_group_order: false
+    }
+}
+
    
+
    Custom sampling function
    
+
    Any sampling method can be implemented using the custom type sampler. 
+The order of trials will be determined by running the function supplied as fn. 
+The function has a single parameter, t, which is an array of integers from 0 to n-1, where n is the number of trials in the timeline_variables array. 
+The function must return an array that specifies the order of the trials, e.g., returning [3,3,2,2,1,1,0,0] would result in the order Dave -> Dave -> Chad -> Chad -> Beth -> Beth -> Alex -> Alex.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    sample: {
+        type: 'custom',
+        fn: function(t){
+            return t.reverse(); // show the trials in the reverse order
+        }
+    }
+}
+
    
+
    Repeating a set of trials
    
+
    To repeat a timeline multiple times, you can create an object (node) that contains a timeline, which is the timeline array to repeat, and repetitions, which is the number of times to repeat that timeline. 
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This trial will be repeated twice.'
+}
+
+var node = {
+    timeline: [trial],
+    repetitions: 2
+}
+
    
+
    The repetitions parameter can be used alongside other node parameters, such as timeline variables, loop functions, and/or conditional functions. If you are using timeline_variables and randomize_order is true, then the order of the timeline variables will re-randomize before every repetition.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    randomize_order: true,
+    repetitions: 3 
+}
+
    
+
    Looping timelines
    
+
    Any timeline can be looped using the loop_function option. 
+The loop function must be a function that evaluates to true if the timeline should repeat, and false if the timeline should end. It receives a single parameter, named data by convention. 
+This parameter will be the DataCollection object with all of the data from the trials executed in the last iteration of the timeline. 
+The loop function will be evaluated after the timeline is completed.
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This trial is in a loop. Press R to repeat this trial, or C to continue.'
+}
+
+var loop_node = {
+    timeline: [trial],
+    loop_function: function(data){
+        if(jsPsych.pluginAPI.compareKeys(data.values()[0].response, 'r')){
+            return true;
+        } else {
+            return false;
+        }
+    }
+}
+
    
+
    Conditional timelines
    
+
    A timeline can be skipped or not based on the evaluation of the conditional_function option. 
+If the conditional function evaluates to true, the timeline will execute normally. 
+If the conditional function evaluates to false then the timeline will be skipped. 
+The conditional function is evaluated whenever jsPsych is about to run the first trial on the timeline.
    
+
    var jsPsych = initJsPsych();
+
+var pre_if_trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'The next trial is in a conditional statement. Press S to skip it, or V to view it.'
+}
+
+var if_trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'You chose to view the trial. Press any key to continue.'
+}
+
+var if_node = {
+    timeline: [if_trial],
+    conditional_function: function(){
+        // get the data from the previous trial,
+        // and check which key was pressed
+        var data = jsPsych.data.get().last(1).values()[0];
+        if(jsPsych.pluginAPI.compareKeys(data.response, 's')){
+            return false;
+        } else {
+            return true;
+        }
+    }
+}
+
+var after_if_trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: 'This is the trial after the conditional.'
+}
+
+jsPsych.run([pre_if_trial, if_node, after_if_trial]);
+
    
+
    Timeline start and finish functions
    
+
    You can run a custom function at the start and end of a timeline node using the on_timeline_start and on_timeline_finish callback function parameters. These are functions that will run when the timeline starts and ends, respectively. 
    
+
    var procedure = {
+    timeline: [trial_1, trial_2],
+    on_timeline_start: function() {
+        console.log('The trial procedure just started.')
+    },
+    on_timeline_finish: function() {
+        console.log('The trial procedure just finished.')
+    }
+}
+
    
+
    This works the same way with timeline variables. The on_timeline_start and on_timeline_finish functions will run when timeline variables trials start and end, respectively.
    
+
    var face_name_procedure = {
+    timeline: [...],
+    timeline_variables: [
+        { face: 'person-1.jpg', name: 'Alex' },
+        { face: 'person-2.jpg', name: 'Beth' },
+        { face: 'person-3.jpg', name: 'Chad' },
+        { face: 'person-4.jpg', name: 'Dave' }
+    ],
+    randomize_order: true,
+    on_timeline_start: function() {
+        console.log('First trial is starting.')
+    },
+    on_timeline_finish: function() {
+        console.log('Last trial just finished.')
+    }
+}
+
    
+
    When the repetititons option is used (and is greater than 1), these functions will run once per repetition of the timeline.
    
+
    var repetition_count = 0;
+
+var procedure = {
+    timeline: [trial_1, trial_2],
+    repetitions: 3,
+    on_timeline_start: function() {
+        repetition_count++;
+        console.log('Repetition number ',repetition_count,' has just started.');
+    },
+    on_timeline_finish: function() {
+        console.log('Repetition number ',repetition_count,' has just finished.')
+    }
+}
+
    
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diff --git a/7.3/overview/timing-accuracy/index.html b/7.3/overview/timing-accuracy/index.html
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+
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+  
+    
+      
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+      
+        Timing Accuracy - jsPsych
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+    
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+    
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+
+
+
    Timing accuracy
    
+
    Wondering if jsPsych can be used for research that depends on accurate display times or response time measurement? For most purposes, the answer is yes. 
    
+
    Display timing is somewhat less accurate in JavaScript than in standard experimental software that runs on a desktop. Desktop software can have closer integration with the graphics devices of the machine than JavaScript currently permits. If a one or two frame (17-33ms) difference in display timing matters for your experiment, then you'll want to be careful with JavaScript-based experiments. It is possible to achieve this level of control in JavaScript, but it often requires code that is more tailored to your experiment and some restrictions about which browsers can be used to run the experiment.
    
+
    
+
    Tip
    
+
    If you are hoping to run an experiment with the best timing that jsPsych can offer, we currently recommend using the jspsych-psychophysics plugin developed by Daiichiro Kuroki. 
    
+
    Kuroki, D. (2021). A new jsPsych plugin for psychophysics, providing accurate display duration and stimulus onset asynchrony. Behavior Research Methods, 53, 301–310. https://doi.org/10.3758/s13428-020-01445-w
    
+
    
+
    Response time measurements in jsPsych (and JavaScript in general) are comparable to those taken in standard lab software like Psychophysics Toolbox and E-Prime. Response times measured in JavaScript tend to be a little bit longer (10-40ms), but have similar variance.
    
+
    References
    
+
    See the following papers for extensive work on display and response timing in browser-based experiments.
    
+
    Note that browsers are updating frequently and the JavaScript language specification is also changing. It's possible that the results from these papers do not apply to current versions of web browsers. 
    
+
    Future updates to JavaScript APIs will likely improve the ability of online experiments to provide more accurate display timing and response time measurement.
    
+
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+
\ No newline at end of file
diff --git a/7.3/plugins/animation/index.html b/7.3/plugins/animation/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
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+        
+      
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+      
+    
+    
+      
+        animation - jsPsych
+      
+    
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+
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+
+
    animation
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays a sequence of images at a fixed frame rate. The sequence can be looped a specified number of times. The subject is free to respond at any point during the animation, and the time of the response is recorded.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
+
+
+
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+
    ParameterTypeDefault ValueDescription
    stimuliarrayundefinedEach element of the array is a path to an image file.
    frame_timenumeric250How long to display each image (in milliseconds).
    frame_isinumeric0If greater than 0, then a gap will be shown between each image in the sequence. This parameter specifies the length of the gap.
    sequence_repsnumeric1How many times to show the entire sequence. There will be no gap (other than the gap specified by frame_isi) between repetitions.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key(s) to press).
    render_on_canvasbooleantrueIf true, the images will be drawn onto a canvas element. This prevents a blank screen (white flash) between consecutive images in some browsers, like Firefox and Edge. If false, the image will be shown via an img element, as in previous versions of jsPsych.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
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+
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+
    NameTypeValue
    animation_sequencearrayAn array, where each element is an object that represents a stimulus in the animation sequence. Each object has a stimulus property, which is the image that was displayed, and a time property, which is the time in ms, measured from when the sequence began, that the stimulus was displayed. The array will be encoded in JSON format when data is saved using either the .json() or .csv() functions.
    responsearrayAn array, where each element is an object representing a response given by the subject. Each object has a stimulus property, indicating which image was displayed when the key was pressed, an rt property, indicating the time of the key press relative to the start of the animation, and a key_press property, indicating which key was pressed. The array will be encoded in JSON format when data is saved using either the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-animation@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-animation.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-animation
+
    
+
    import animation from '@jspsych/plugin-animation';
+
    
+
    Examples
    
+
    
+Displaying a single sequence multiple times
+
    
+
    
+
    
+
    var animation_sequence = ["img/happy_face_1.jpg", "img/happy_face_2.jpg", "img/happy_face_3.jpg", "img/happy_face_4.jpg"];
+
+var animation_trial = {
+    type: jsPsychAnimation,
+    stimuli: animation_sequence,
+    sequence_reps: 3,
+    frame_time: 300,
+    prompt: '<p>Watch the faces.</p>',
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
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+        
    
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+    
    
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/audio-button-response/index.html b/7.3/plugins/audio-button-response/index.html
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+
+
+
+  
+    
+      
+      
+      
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+        
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+      
+      
+    
+    
+      
+        audio-button-response - jsPsych
+      
+    
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+
+
    audio-button-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin plays audio files and records responses generated with a button click.
    
+
    If the browser supports it, audio files are played using the WebAudio API. This allows for reasonably precise timing of the playback. The timing of responses generated is measured against the WebAudio specific clock, improving the measurement of response times. If the browser does not support the WebAudio API, then the audio file is played with HTML5 audio. 
    
+
    Audio files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the audio stimulus, you will need to manually preload the audio.
    
+
    The trial can end when the subject responds, when the audio file has finished playing, or if the subject has failed to respond within a fixed length of time. You can also prevent a button response from being made before the audio has finished playing.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
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    ParameterTypeDefault ValueDescription
    stimulusaudio fileundefinedPath to audio file to be played.
    choicesarray of stringsundefinedLabels for the buttons. Each different string in the array will generate a different button.
    button_htmlHTML string'<button class="jspsych-btn">%choice%</button>'A template of HTML for generating the button elements. You can override this to create customized buttons of various kinds. The string %choice% will be changed to the corresponding element of the choices array. You may also specify an array of strings, if you need different HTML to render for each button. If you do specify an array, the choices array and this array must have the same length. The HTML from position 0 in the button_html array will be used to create the button for element 0 in the choices array, and so on.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, the trial will wait for a response indefinitely.
    margin_verticalstring'0px'Vertical margin of the button(s).
    margin_horizontalstring'8px'Horizontal margin of the button(s).
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to listen to the stimulus for a fixed amount of time, even if they respond before the time is complete.
    trial_ends_after_audiobooleanfalseIf true, then the trial will end as soon as the audio file finishes playing.
    response_allowed_while_playingbooleantrueIf true, then responses are allowed while the audio is playing. If false, then the audio must finish playing before the button choices are enabled and a response is accepted. Once the audio has played all the way through, the buttons are enabled and a response is allowed (including while the audio is being re-played via on-screen playback controls).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
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+
    NameTypeValue
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first began playing until the subject's response.
    responsenumericIndicates which button the subject pressed. The first button in the choices array is 0, the second is 1, and so on.
    
+
    Simulation Mode
    
+
    In data-only simulation mode, the response_allowed_while_playing parameter does not currently influence the simulated response time. 
+This is because the audio file is not loaded in data-only mode and therefore the length is unknown. 
+This may change in a future version as we improve the simulation modes.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-audio-button-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-audio-button-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-audio-button-response
+
    
+
    import audioButtonResponse from '@jspsych/plugin-audio-button-response';
+
    
+
    Examples
    
+
    
+Displaying question until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychAudioButtonResponse,
+    stimulus: 'sound/tone.mp3',
+    choices: ['Low', 'High'],
+    prompt: "<p>Is the pitch high or low?</p>"
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Using custom button HTML to use images as buttons
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychAudioButtonResponse,
+    stimulus: 'sound/roar.mp3',
+    choices: ['lion.png', 'elephant.png', 'monkey.png'],
+    prompt: "<p>Which animal made the sound?</p>",
+    button_html: '<img src="%choice%" />'
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    Note: if you want the images to look more like jsPsych buttons, i.e. with borders and different styles for hover/active/disabled states, then you can also embed the image element inside the default button_html string:
+
    button_html: '<button class="jspsych-btn"><img src="%choice%" /></button>'
+
    
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/audio-keyboard-response/index.html b/7.3/plugins/audio-keyboard-response/index.html
new file mode 100755
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+
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+    
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+        audio-keyboard-response - jsPsych
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+
+
    audio-keyboard-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin plays audio files and records responses generated with the keyboard.
    
+
    If the browser supports it, audio files are played using the WebAudio API. This allows for reasonably precise timing of the playback. The timing of responses generated is measured against the WebAudio specific clock, improving the measurement of response times. If the browser does not support the WebAudio API, then the audio file is played with HTML5 audio. 
    
+
    Audio files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the audio stimulus, then you will need to manually preload the audio.
    
+
    The trial can end when the subject responds, when the audio file has finished playing, or if the subject has failed to respond within a fixed length of time. You can also prevent a keyboard response from being recorded before the audio has finished playing.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusaudio fileundefinedPath to audio file to be played.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can use set this parameter to false to force the subject to listen to the stimulus for a fixed amount of time, even if they respond before the time is complete.
    trial_ends_after_audiobooleanfalseIf true, then the trial will end as soon as the audio file finishes playing.
    response_allowed_while_playingbooleantrueIf true, then responses are allowed while the audio is playing. If false, then the audio must finish playing before a keyboard response is accepted. Once the audio has played all the way through, a valid keyboard response is allowed (including while the audio is being re-played via on-screen playback controls).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
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    NameTypeValue
    responsestringIndicates which key the subject pressed. If no key was pressed before the trial ended, then the value will be null.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first began playing until the subject made a key response. If no key was pressed before the trial ended, then the value will be null.
    stimulusstringPath to the audio file that played during the trial.
    
+
    Simulation Mode
    
+
    In data-only simulation mode, the response_allowed_while_playing parameter does not currently influence the simulated response time. 
+This is because the audio file is not loaded in data-only mode and therefore the length is unknown. 
+This may change in a future version as we improve the simulation modes.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-audio-keyboard-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-audio-keyboard-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-audio-keyboard-response
+
    
+
    import audioKeyboardResponse from '@jspsych/plugin-audio-keyboard-response';
+
    
+
    Examples
    
+
    
+Trial continues until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychAudioKeyboardResponse,
+    stimulus: 'sound/tone.mp3',
+    choices: ['e', 'i'],
+    prompt: "<p>Is the pitch high or low? Press 'e' for low and 'i' for high.</p>",
+    response_ends_trial: true
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Play a sound with no user response; trial ends after sound plays
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychAudioKeyboardResponse,
+    stimulus: 'sound/tone.mp3',
+    choices: "NO_KEYS",
+    trial_ends_after_audio: true
+};
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/audio-slider-response/index.html b/7.3/plugins/audio-slider-response/index.html
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+        audio-slider-response - jsPsych
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    audio-slider-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin plays an audio file and allows the subject to respond by dragging a slider.
    
+
    If the browser supports it, audio files are played using the WebAudio API. This allows for reasonably precise timing of the playback. The timing of responses generated is measured against the WebAudio specific clock, improving the measurement of response times. If the browser does not support the WebAudio API, then the audio file is played with HTML5 audio. 
    
+
    Audio files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the audio stimulus, then you will need to manually preload the audio.
    
+
    The trial can end when the subject responds, or if the subject has failed to respond within a fixed length of time. You can also prevent the slider response from being made before the audio has finished playing.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusaudio fileundefinedAudio file to be played
    labelsarray of strings[]Labels displayed at equidistant locations on the slider. For example, two labels will be placed at the ends of the slider. Three labels would place two at the ends and one in the middle. Four will place two at the ends, and the other two will be at 33% and 67% of the slider width.
    button_labelstring'Continue'Label of the button to end the trial.
    mininteger0Sets the minimum value of the slider
    maxinteger100Sets the maximum value of the slider
    slider_startinteger50Sets the starting value of the slider
    stepinteger1Sets the step of the slider. This is the smallest amount by which the slider can change.
    slider_widthintegernullSet the width of the slider in pixels. If left null, then the width will be equal to the widest element in the display.
    require_movementbooleanfalseIf true, the subject must move the slider before clicking the continue button.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to listen to the stimulus for a fixed amount of time, even if they respond before the time is complete.
    response_allowed_while_playingbooleantrueIf true, then responses are allowed while the audio is playing. If false, then the audio must finish playing before the slider is enabled and the trial can end via the next button click. Once the audio has played all the way through, the slider is enabled and a response is allowed (including while the audio is being re-played via on-screen playback controls).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responsenumericThe numeric value of the slider.
    rtnumericThe time in milliseconds for the subject to make a response. The time is measured from when the stimulus first began playing until the subject's response.
    stimulusstringThe path of the audio file that was played.
    slider_startnumericThe starting value of the slider.
    
+
    Simulation Mode
    
+
    In data-only simulation mode, the response_allowed_while_playing parameter does not currently influence the simulated response time. 
+This is because the audio file is not loaded in data-only mode and therefore the length is unknown. 
+This may change in a future version as we improve the simulation modes.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-audio-slider-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-audio-slider-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-audio-slider-response
+
    
+
    import audioSliderResponse from '@jspsych/plugin-audio-slider-response';
+
    
+
    Examples
    
+
    
+A simple rating scale
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychAudioSliderResponse,
+    stimulus: 'sound/speech_joke.mp3',
+    labels: ['Not Funny', 'Funny'],
+    prompt: '<p>How funny is the joke?</p>'
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+No response allowed until audio finishes; subject must interact with slider to continue
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychAudioSliderResponse,
+    stimulus: 'sound/speech_joke.mp3',
+    labels: ['Not Funny', 'Funny'],
+    prompt: '<p>How funny is the joke?</p>',
+    response_allowed_while_playing: false,
+    require_movement: true
+}
+
    
+
    
+
    
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+    
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+
    Open demo in new tab
    
+
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/browser-check/index.html b/7.3/plugins/browser-check/index.html
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+        browser-check - jsPsych
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+
    browser-check
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin measures and records various features of the participant's browser and can end the experiment if defined inclusion criteria are not met.
    
+
    The plugin currently can record the following features:
    
+
      
+
    • The width and height of the browser window in pixels.
      • 
+
    • The type of browser used (e.g., Chrome, Firefox, Edge, etc.) and the version number of the browser.*
      • 
+
    • Whether the participant is using a mobile device.*
      • 
+
    • The operating system.*
      • 
+
    • Support for the WebAudio API.
      • 
+
    • Support for the Fullscreen API, e.g., through the fullscreen plugin.
      • 
+
    • The display refresh rate in frames per second.
      • 
+
    • Whether the device has a webcam and microphone. Note that this only reveals whether a webcam/microphone exists. The participant still needs to grant permission in order for the experiment to use these devices.
      • 
+
    
+
    
+
    Warning
    
+
    Features with an * are recorded by parsing the user agent string. 
+This method is accurate most of the time, but is not guaranteed to be correct. 
+The plugin uses the detect-browser package to perform user agent parsing. 
+You can find a list of supported browsers and OSes in the source file.
    
+
    
+
    The plugin begins by measuring the set of features requested. 
+An inclusion function is evaluated to see if the paricipant passes the inclusion criteria. 
+If they do, then the trial ends and the experiment continues. 
+If they do not, then the experiment ends immediately. 
+If a minimum width and/or minimum height is desired, the plugin will optionally display a message to participants whose browser windows are too small to give them an opportunity to make the window larger if possible. 
+See the examples below for more guidance.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    featuresarray of strings["width", "height", "webaudio", "browser", "browser_version", "mobile", "os", "fullscreen", "vsync_rate", "webcam", "microphone"]The list of browser features to record. The default value includes all of the available options.
    skip_featuresarray of strings[]Any features listed here will be skipped, even if they appear in features. Use this when you want to run most of the defaults.
    vsync_frame_countint60The number of frames to sample when measuring the display refresh rate ("vsync_rate"). Increasing the number will potenially improve the stability of the estimate at the cost of increasing the amount of time the plugin takes during this test. On most devices, 60 frames takes about 1 second to measure.
    allow_window_resizebooltrueWhether to allow the participant to resize the browser window if the window is smaller than minimum_width and/or minimum_height. If false, then the minimum_width and minimum_height parameters are ignored and you can validate the size in the inclusion_function.
    minimum_heightint0If allow_window_resize is true, then this is the minimum height of the window (in pixels) that must be met before continuing.
    minimum_widthint0If allow_window_resize is true, then this is the minimum width of the window (in pixels) that must be met before continuing.
    window_resize_messagestringsee descriptionThe message that will be displayed during the interactive resize when allow_window_resize is true and the window is too small. If the message contains HTML elements with the special IDs browser-check-min-width, browser-check-min-height, browser-check-actual-height, and/or browser-check-actual-width, then the contents of those elements will be dynamically updated to reflect the minimum_width, minimum_height and measured width and height of the browser. The default message is: <p>Your browser window is too small to complete this experiment. Please maximize the size of your browser window. If your browser window is already maximized, you will not be able to complete this experiment.</p><p>The minimum window width is <span id="browser-check-min-width"></span> px.</p><p>Your current window width is <span id="browser-check-actual-width"></span> px.</p><p>The minimum window height is <span id="browser-check-min-height"></span> px.</p><p>Your current window height is <span id="browser-check-actual-height"></span> px.</p>.
    resize_fail_button_textstring"I cannot make the window any larger"During the interactive resize, a button with this text will be displayed below the window_resize_message for the participant to click if the window cannot meet the minimum size needed. When the button is clicked, the experiment will end and exclusion_message will be displayed.
    inclusion_functionfunction() => { return true; }A function that evaluates to true if the browser meets all of the inclusion criteria for the experiment, and false otherwise. The first argument to the function will be an object containing key value pairs with the measured features of the browser. The keys will be the same as those listed in features. See example below.
    exclusion_messagefunction() => { return <p>Your browser does not meet the requirements to participate in this experiment.</p> }A function that returns the message to display if inclusion_function evaluates to false or if the participant clicks on the resize fail button during the interactive resize. In order to allow customization of the message, the first argument to the function will be an object containing key value pairs with the measured features of the browser. The keys will be the same as those listed in features. See example below.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    widthintThe width of the browser window in pixels. If interactive resizing happens, this is the width after resizing.
    heightintThe height of the browser window in pixels. If interactive resizing happens, this is the height after resizing.
    browserstringThe browser used.
    browser_versionstringThe version number of the browser.
    osstringThe operating system used.
    mobileboolWhether the browser is a mobile device.
    webaudioboolWhether the browser supports the WebAudio API.
    fullscreenboolWhether the browser supports the Fullscreen API.
    vsync_ratenumberAn estimate of the refresh rate of the screen, in frames per second.
    webcamboolWhether there is a webcam device available. Note that the participant still must grant permission to access the device before it can be used.
    microphoneboolWhether there is an audio input device available. Note that the participant still must grant permission to access the device before it can be used.
    
+
    Note that all of these values are only recorded when the corresponding key is included in the features parameter for the trial.
    
+
    Simulation Mode
    
+
    In simulation mode the plugin will report the actual features of the browser, with the exception of vsync_rate, which is always 60. 
    
+
    In data-only mode, if allow_window_resize is true and the browser's width and height are below the maximum value then the reported width and height will be equal to minimum_width and minimum_height, as if the participant resized the browser to meet the specifications.
    
+
    In visual mode, if allow_window_resize is true and the browser's width and height are below the maximum value then the experiment will wait for 3 seconds before clicking the resize fail button. During this time, you can adjust the window if you would like to.
    
+
    As with all simulated plugins, you can override the default (actual) data with fake data using simulation_options. This allows you to test your exclusion criteria by simulating other configurations.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-browser-check@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-browser-check.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-browser-check
+
    
+
    import browserCheck from '@jspsych/plugin-browser-check';
+
    
+
    Examples
    
+
    
+Recording all of the available features, no exclusions
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychBrowserCheck
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Using the inclusion function to mandate the use of Chrome or Firefox as the browser
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychBrowserCheck,
+  inclusion_function: (data) => {
+    return ['chrome', 'firefox'].includes(data.browser);
+  },
+  exclusion_message: `<p>You must use Chrome or Firefox to complete this experiment.</p>`
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Setting a minimum window height & width, with the option to resize the window
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychBrowserCheck,
+  minimum_width: 1000,
+  minimum_height: 600
+};
+
    
+
    
+
    
+
    
+  
    This demo only works in a resizable window. Please  open it in new tab
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Custom exclusion message based on measured features
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychBrowserCheck,
+  inclusion_function: (data) => {
+    return data.browser == 'chrome' && data.mobile === false
+  },
+  exclusion_message: (data) => {
+    if(data.mobile){
+      return '<p>You must use a desktop/laptop computer to participate in this experiment.</p>';
+    } else if(data.browser !== 'chrome'){
+      return '<p>You must use Chrome as your browser to complete this experiment.</p>'
+    }
+  }
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
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+      
+        
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+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/call-function/index.html b/7.3/plugins/call-function/index.html
new file mode 100755
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--- /dev/null
+++ b/7.3/plugins/call-function/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        call-function - jsPsych
+      
+    
+    
+      
+      
+        
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+        
    
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+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    call-function
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin executes a specified function. This allows the experimenter to run arbitrary code at any point during the experiment.
    
+
    The function cannot take any arguments. If arguments are needed, then an anonymous function should be used to wrap the function call (see examples below).
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
+
+
+
+
+
+
+
+
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+
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+
+
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+
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+
+
+
    ParameterTypeDefault ValueDescription
    funcfunctionundefinedThe function to call.
    asyncbooleanfalseSet to true if func is an asynchoronous function. If this is true, then the first argument passed to func will be a callback that you should call when the async operation is complete. You can pass data to the callback. See example below.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    NameTypeValue
    valueanyThe return value of the called function.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-call-function@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-call-function.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-call-function
+
    
+
    import callFunction from '@jspsych/plugin-call-function';
+
    
+
    Examples
    
+
    
+Calling a simple function
+
    
+
    
+
    
+
    var myfunc = function() {
+    return 'you called?';
+}
+
+var trial = {
+    type: jsPsychCallFunction,
+    func: myfunc
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Using an anonymous function to pass variables
+
    
+
    
+
    
+
    var myfunc = function(data){
+    // data contains all the experiment data so far,
+    // so this function could implement code to write
+    // the data to a database.
+    console.log(data.values())
+}
+
+var trial = {
+    type: jsPsychCallFunction,
+    func: function(){ myfunc(jsPsych.data.get()) }
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Async function call: wait for data to be saved to a server
+
    
+
    
+
    
+
    
+
    
+
    There's no demo for this code, because it requires a server to communicate with.
+    
    var trial = {
+    type: jsPsychCallFunction,
+    async: true,
+    func: function(done){
+        // can perform async operations here like
+        // creating an XMLHttpRequest to communicate
+        // with a server
+        var xhttp = new XMLHttpRequest();
+        xhttp.onreadystatechange = function() {
+            if (this.readyState == 4 && this.status == 200) {
+                var response_data = xhttp.responseText;
+                // line below is what causes jsPsych to 
+                // continue to next trial. response_data
+                // will be stored in jsPsych data object.
+                done(response_data);
+            }
+        };
+        xhttp.open("GET", "path_to_server_script.php", true);
+        xhttp.send();
+    }
+}
+
    
+
    
+
    
+Async function call: simulate waiting for an event to finish
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychCallFunction,
+    async: true,
+    func: function(done){
+        // generate a delay between 1500 and 3000 milliseconds to simulate  
+        // waiting for an event to finish after an unknown duration,
+        // then move on with the experiment
+        var rand_delay = (Math.floor(Math.random() * (3000 - 1500 + 1) + 1500));
+        jsPsych.pluginAPI.setTimeout(function() {
+            // end the trial and save the delay duration to the data
+            done(rand_delay.toString()+"ms");
+        }, rand_delay)
+    }
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/canvas-button-response/index.html b/7.3/plugins/canvas-button-response/index.html
new file mode 100755
index 00000000..dde691a3
--- /dev/null
+++ b/7.3/plugins/canvas-button-response/index.html
@@ -0,0 +1,2320 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        canvas-button-response - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
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+  
+  
+
+
+    
+    
+  
+  
+  
+    
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+    
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+    
    
+      
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+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    canvas-button-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin can be used to draw a stimulus on a HTML canvas element, and record a button click response and response time. The canvas stimulus can be useful for displaying dynamic, parametrically-defined graphics, and for controlling the positioning of multiple graphical elements (shapes, text, images). The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time. One or more button choices will be displayed under the canvas, and the button style can be customized using HTML formatting.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
+
+
+
+
+
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+
    ParameterTypeDefault ValueDescription
    stimulusfunctionundefinedThe function to draw on the canvas. This function automatically takes a canvas element as its only argument, e.g. function(c) {...}  or function drawStim(c) {...}, where c refers to the canvas element. Note that the stimulus function will still generally need to set the correct context itself, using a line like let ctx = c.getContext("2d").
    canvas_sizearray[500, 500]Array that defines the size of the canvas element in pixels. First value is height, second value is width.
    choicesarray of strings[]Labels for the buttons. Each different string in the array will generate a different button.
    button_htmlHTML string'<button class="jspsych-btn">%choice%</button>'A template of HTML for generating the button elements. You can override this to create customized buttons of various kinds. The string %choice% will be changed to the corresponding element of the choices array. You may also specify an array of strings, if you need different HTML to render for each button. If you do specify an array, the choices array and this array must have the same length. The HTML from position 0 in the button_html array will be used to create the button for element 0 in the choices array, and so on.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., what question to answer).
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, the trial will wait for a response indefinitely.
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    margin_verticalstring'0px'Vertical margin of the button(s).
    margin_horizontalstring'8px'Horizontal margin of the button(s).
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can use this parameter to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    NameTypeValue
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    responsenumericIndicates which button the subject pressed. The first button in the choices array is 0, the second is 1, and so on.
    
+
    Note: the canvas stimulus is not included in the trial data because it is a function. Any stimulus information that should be saved in the trial data can be added via the data parameter.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-canvas-button-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-canvas-button-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-canvas-button-response
+
    
+
    import canvasButtonResponse from '@jspsych/plugin-canvas-button-response';
+
    
+
    Examples
    
+
    
+Drawing circles based on parameters
+
    
+
    
+
    
+
    function filledCirc(canvas, radius, color) {
+    var ctx = canvas.getContext("2d");
+    ctx.beginPath();
+    ctx.arc(150, 150, radius, 0, 2 * Math.PI);
+    ctx.fillStyle = color;
+    ctx.fill();
+}
+
+var circle_1 = {
+    type: jsPsychCanvasButtonResponse,
+    stimulus: function(c) {
+        filledCirc(c, 100, 'blue');
+    },
+    canvas_size: [300, 300],
+    choices: ['Red', 'Green', 'Blue'],
+    prompt: '<p>What color is the circle?</p>',
+    data: {color: 'blue', radius: 100}
+};
+
+var circle_2 = {
+    type: jsPsychCanvasButtonResponse,
+    stimulus: function(c) {
+        filledCirc(c, 150, 'green');
+    },
+    canvas_size: [300, 300],
+    choices: ['Larger', 'Smaller'],
+    stimulus_duration: 1000,
+    prompt: '<p>Is this circle larger or smaller than the last one?</p>'+
+        '<p>Stimulus will be hidden after 1 second.</p>',
+    data: {color: 'green', radius: 150}
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Using an anonymous stimulus function
+
    
+
    
+
    
+
    var lines = {
+    type: jsPsychCanvasButtonResponse,
+    stimulus: function(c) {
+        var ctx = c.getContext("2d");
+        // first line
+        ctx.beginPath();
+        ctx.moveTo(200, 10);
+        ctx.lineTo(200, 250);
+        ctx.lineWidth = 10;
+        ctx.strokeStyle = 'MediumBlue';
+        ctx.stroke();
+        // second line
+        ctx.beginPath();
+        ctx.moveTo(20, 100);
+        ctx.lineTo(100, 250);
+        ctx.lineWidth = 10;
+        ctx.strokeStyle = 'MediumPurple';
+        ctx.stroke();
+    },
+    canvas_size: [300, 300],
+    choices: ['Blue line', 'Purple line'],
+    prompt: '<p>Which line is longer?</p>',
+    data: {line1_color: 'blue', line1_length: 290, line2_color: "purple", line2_length: 170}
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Using the canvas stimulus function with timeline variables, and recording the correctness of responses
+
    
+
    
+
    
+
    function filledCirc(canvas, radius, color) {
+    var ctx = canvas.getContext("2d");
+    ctx.beginPath();
+    ctx.arc(150, 150, radius, 0, 2 * Math.PI);
+    ctx.fillStyle = color;
+    ctx.fill();
+}
+
+var circle_procedure = {
+    timeline: [
+        {
+            type: jsPsychCanvasButtonResponse,
+            stimulus: function(c) {
+                filledCirc(c, jsPsych.timelineVariable('radius'), jsPsych.timelineVariable('color'));
+            },
+            canvas_size: [300, 300],
+            choices: ['Red', 'Green', 'Blue'],
+            prompt: '<p>What color is the circle?</p>',
+            data: {
+                radius: jsPsych.timelineVariable('radius'), 
+                color: jsPsych.timelineVariable('color'),
+                correct_response: jsPsych.timelineVariable('correct_response')
+            },
+            on_finish: function(data){
+                data.correct = data.response == data.correct_response;
+            }
+        }
+    ],
+    timeline_variables: [
+        {radius: 80, color: 'red', correct_response: 0},
+        {radius: 100, color: 'green', correct_response: 1},
+        {radius: 50, color: 'blue', correct_response: 2}
+    ],
+    randomize_order: true
+};        
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/canvas-keyboard-response/index.html b/7.3/plugins/canvas-keyboard-response/index.html
new file mode 100755
index 00000000..c4ec1cf5
--- /dev/null
+++ b/7.3/plugins/canvas-keyboard-response/index.html
@@ -0,0 +1,2227 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        canvas-keyboard-response - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
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+  
+  
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+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    canvas-keyboard-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin can be used to draw a stimulus on a HTML canvas element and record a keyboard response. The canvas stimulus can be useful for displaying dynamic, parametrically-defined graphics, and for controlling the positioning of multiple graphical elements (shapes, text, images). The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
+
+
+
+
+
+
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+
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+
    ParameterTypeDefault ValueDescription
    stimulusfunctionundefinedThe function to draw on the canvas. This function automatically takes a canvas element as its only argument, e.g. function(c) {...} or function drawStim(c) {...}, where c refers to the canvas element. Note that the stimulus function will still generally need to set the correct context itself, using a line like let ctx = c.getContext("2d").
    canvas_sizearray[500, 500]Array that defines the size of the canvas element in pixels. First value is height, second value is width.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can use this parameter to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    NameTypeValue
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    
+
    Note: the canvas stimulus is not included in the trial data because it is a function. Any stimulus information that should be saved in the trial data can be added via the data parameter.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-canvas-keyboard-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-canvas-keyboard-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-canvas-keyboard-response
+
    
+
    import canvasKeyboardResponse from '@jspsych/plugin-canvas-keyboard-response';
+
    
+
    Examples
    
+
    
+Draw rectangle and wait for response
+
    
+
    
+
    
+
    function drawRect(c){
+    var ctx = c.getContext('2d');
+    ctx.beginPath();
+    ctx.rect(30, 30, 200, 50);
+    ctx.stroke();
+}
+
+var trial = {
+    type: jsPsychCanvasKeyboardResponse,
+    canvas_size: [300, 300],
+    stimulus: drawRect,
+    choices: ['e','i'],
+    prompt: '<p>Is this a circle or a rectangle? Press "e" for circle and "i" for rectangle.</p>',
+    data: {shape: 'rectangle'}
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Draw circle, no response allowed
+
    
+
    
+
    
+
    function drawCirc(c){
+    var ctx = c.getContext('2d');
+    ctx.beginPath();
+    ctx.arc(100, 75, 50, 0, 2 * Math.PI);
+    ctx.stroke();
+}
+
+var trial = {
+    type: jsPsychCanvasKeyboardResponse,
+    canvas_size: [300, 300],
+    stimulus: drawCirc,
+    prompt: '<p>No key response is allowed.</p><p>The stimulus disappears after 3 seconds.</p>',
+    choices: "NO_KEYS",
+    trial_duration: 3000,
+    data: {shape: 'circle', radius: 50}
+}
+
    
+
    
+
    
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+    
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    Open demo in new tab
    
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diff --git a/7.3/plugins/canvas-slider-response/index.html b/7.3/plugins/canvas-slider-response/index.html
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+  
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+        canvas-slider-response - jsPsych
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+    
+  
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+
    canvas-slider-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin can be used to draw a stimulus on a HTML canvas element and collect a response within a range of values, which is made by dragging a slider. The canvas stimulus can be useful for displaying dynamic, parametrically-defined graphics, and for controlling the positioning of multiple graphical elements (shapes, text, images). The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimulusfunctionundefinedThe function to draw on the canvas. This function automatically takes a canvas element as its only argument, e.g. function(c) {...} or function drawStim(c) {...}, where c refers to the canvas element. Note that the stimulus function will still generally need to set the correct context itself, using a line like let ctx = c.getContext("2d").
    canvas_sizearray[500, 500]Array that defines the size of the canvas element in pixels. First value is height, second value is width.
    labelsarray of strings[]Labels displayed at equidistant locations on the slider. For example, two labels will be placed at the ends of the slider. Three labels would place two at the ends and one in the middle. Four will place two at the ends, and the other two will be at 33% and 67% of the slider width.
    button_labelstring'Continue'Label of the button to end the trial.
    mininteger0Sets the minimum value of the slider.
    maxinteger100Sets the maximum value of the slider.
    slider_startinteger50Sets the starting value of the slider.
    stepinteger1Sets the step of the slider. This is the smallest amount by which the slider can change.
    slider_widthintegernullSet the width of the slider in pixels. If left null, then the width will be equal to the widest element in the display.
    require_movementbooleanfalseIf true, the subject must click the slider before clicking the continue button.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., what question to answer).
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can use this parameter to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responsenumericThe numeric value of the slider.
    rtnumericThe time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    
+
    Note: the canvas stimulus is not included in the trial data because it is a function. Any stimulus information that should be saved in the trial data can be added via the data parameter.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-canvas-slider-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-canvas-slider-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-canvas-slider-response
+
    
+
    import canvasSliderResponse from '@jspsych/plugin-canvas-slider-response';
+
    
+
    Examples
    
+
    
+Draw two squares
+
    
+
    
+
    
+
    var colors = ['#FF3333', '#FF6A33'];
+
+function twoSquares(c) {    
+    var ctx = c.getContext('2d');
+    ctx.fillStyle = colors[0];
+    ctx.fillRect(200, 70, 40, 40);
+    ctx.fillStyle = colors[1];
+    ctx.fillRect(260, 70, 40, 40);
+}
+
+var trial = {
+    type: jsPsychCanvasSliderResponse,
+    stimulus: twoSquares,
+    labels: ['0','10'],
+    canvas_size: [150, 500],
+    prompt: '<p>How different would you say the colors of these two squares are on a scale from 0 (the same) to 10 (completely different)</p>',
+    data: {color1: colors[0], color2: colors[1]}
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Draw two squares with additional parameters
+
    
+
    
+
    
+
    var colors;
+
+function twoSquares(c, colors) {
+    var ctx = c.getContext('2d');
+    ctx.fillStyle = colors[0];
+    ctx.fillRect(200, 70, 40, 40);
+    ctx.fillStyle = colors[1];
+    ctx.fillRect(260, 70, 40, 40);
+}
+
+var trial = {
+    type: jsPsychCanvasSliderResponse,
+    stimulus: function(c) {
+        colors = ['darkred', 'cyan'];
+        twoSquares(c, colors);
+    },
+    labels: ['Exactly<br>the same','Totally<br>different'],
+    canvas_size: [200, 500],
+    prompt: '<p>How different would you say the colors of these two squares are?</p>',
+    on_finish: function(data) {
+        data.color1 = colors[0];
+        data.color2 = colors[1];
+    }
+};
+
    
+
    
+
    
+
    
+    
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+
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+
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/categorize-animation/index.html b/7.3/plugins/categorize-animation/index.html
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+        categorize-animation - jsPsych
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+
    categorize-animation
    
+
    Current version: 1.1.1. See version history.
    
+
    The categorize animation plugin shows a sequence of images at a specified frame rate. The subject responds by pressing a key. Feedback indicating the correctness of the response is given.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimuliarrayundefinedEach element of the array is a path to an image file.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    key_answerstringundefinedThe key character indicating the correct response.
    text_answerstring""A text label that describes the correct answer. Used in conjunction with the correct_text and incorrect_text parameters.
    correct_textstring"Correct."String to show when the correct answer is given. Can contain HTML formatting. The special string %ANS% can be used within the string. If present, the plugin will put the text_answer for the trial in place of the %ANS% string (see example below).
    incorrect_textstring"Wrong."String to show when the wrong answer is given. Can contain HTML formatting. The special string %ANS% can be used within the string. If present, the plugin will put the text_answer for the trial in place of the %ANS% string (see example below).
    frame_timenumeric500How long to display each image (in milliseconds).
    sequence_repsnumeric1How many times to show the entire sequence.
    allow_response_before_completebooleanfalseIf true, the subject can respond before the animation sequence finishes.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus or the end of the animation depending on the allow_response_before_complete parameter. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    feedback_durationnumeric2000How long to show the feedback (milliseconds).
    render_on_canvasbooleantrueIf true, the images will be drawn onto a canvas element. This prevents a blank screen (white flash) between consecutive images in some browsers, like Firefox and Edge. If false, the image will be shown via an img element, as in previous versions of jsPsych.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    stimulusarrayArray of stimuli displayed in the trial. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    correctbooleantrue if the subject got the correct answer, false otherwise.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-categorize-animation@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-categorize-animation.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-categorize-animation
+
    
+
    import categorizeAnimation from '@jspsych/plugin-categorize-animation';
+
    
+
    Examples
    
+
    
+Basic example
+
    
+
    
+
    
+
    var animation_trial = {
+    type: jsPsychCategorizeAnimation,
+    stimuli: [
+        'img/happy_face_1.jpg', 
+        'img/happy_face_2.jpg', 
+        'img/happy_face_3.jpg', 
+        'img/happy_face_4.jpg'
+    ],
+    prompt: `Press the P or Q key.`,
+    choices: ['p', 'q'],
+    key_answer: 'q', 
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Giving feedback with %ANS% string
+
    
+
    
+
    
+
    var images = [
+    'img/happy_face_1.jpg', 
+    'img/happy_face_2.jpg', 
+    'img/happy_face_3.jpg', 
+    'img/happy_face_4.jpg'
+];
+
+var animation_trial = {
+    type: jsPsychCategorizeAnimation,
+    stimuli: images,
+    choices: ['p', 'q'],
+    prompt: `Press the P or Q key.`,
+    key_answer: 'q', 
+    text_answer: 'Dax', // the label for the sequence is 'Dax'
+    correct_text: 'Correct! This was a %ANS%.',
+    incorrect_text: 'Incorrect. This was a %ANS%.'
+};
+
    
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/categorize-html/index.html b/7.3/plugins/categorize-html/index.html
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+        categorize-html - jsPsych
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    categorize-html
    
+
    Current version: 1.1.1. See version history.
    
+
    The categorize html plugin shows an HTML object on the screen. The subject responds by pressing a key. Feedback indicating the correctness of the response is given.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimulushtml stringundefinedThe HTML stimulus to display.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    key_answerstringundefinedThe key character indicating the correct response.
    text_answerstring""A label that is associated with the correct answer. Used in conjunction with the correct_text and incorrect_text parameters.
    correct_textstring"Correct."String to show when the correct answer is given. Can contain HTML formatting. The special string %ANS% can be used within the string. If present, the plugin will put the text_answer for the trial in place of the %ANS% string (see example below).
    incorrect_textstring"Wrong."String to show when the wrong answer is given. Can contain HTML formatting. The special string %ANS% can be used within the string. If present, the plugin will put the text_answer for the trial in place of the %ANS% string (see example below).
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    force_correct_button_pressbooleanfalseIf set to true, then the subject must press the correct response key after feedback is given in order to advance to the next trial.
    show_stim_with_feedbackbooleantrueIf set to true, then the stimulus will be shown during feedback. If false, then only the text feedback will display during feedback.
    show_feedback_on_timeoutbooleanfalseIf true, then category feedback will be displayed for an incorrect response after a timeout (trial_duration is exceeded). If false, then a timeout message will be shown.
    timeout_messagestring"Please respond faster."The message to show on a timeout non-response.
    stimulus_durationnumericnullHow long to show the stimulus for (milliseconds). If null, then the stimulus is shown until a response is given.
    feedback_durationnumeric2000How long to show the feedback for (milliseconds).
    trial_durationnumericnullThe maximum time allowed for a response. If null, then the experiment will wait indefinitely for a response.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    stimulusstringEither the path to the image file or the string containing the HTML formatted content that the subject saw on this trial.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    correctbooleantrue if the subject got the correct answer, false otherwise.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-categorize-html@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-categorize-html.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-categorize-html
+
    
+
    import categorizeHtml from '@jspsych/plugin-categorize-html';
+
    
+
    Examples
    
+
    
+Categorizing HTML content
+
    
+
    
+
    
+
        var categorization_trial = {
+        type: jsPsychCategorizeHtml,
+        stimulus: '<p>B</p>',
+        key_answer: 'p',
+        text_answer: 'letter',
+        choices: ['p', 'q'],
+        correct_text: "<p class='prompt'>Correct, this is a %ANS%.</p>",
+        incorrect_text: "<p class='prompt'>Incorrect, this is a %ANS%.</p>",
+        prompt: "<p>Press p for letter. Press q for number.</p>"
+    };
+
    
+
    
+
    
+
    
+    
+
    
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+
    
+
    Open demo in new tab
    
+
    
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/categorize-image/index.html b/7.3/plugins/categorize-image/index.html
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+  
+    
+      
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+        
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+    
+    
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+        categorize-image - jsPsych
+      
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+  
+    
+  
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+
    categorize-image
    
+
    Current version: 1.1.1. See version history.
    
+
    The categorize image plugin shows an image object on the screen. The subject responds by pressing a key. Feedback indicating the correctness of the response is given.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimulusstringundefinedThe path to the image file.
    key_answerstringundefinedThe key character indicating the correct response.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    text_answerstring""A label that is associated with the correct answer. Used in conjunction with the correct_text and incorrect_text parameters.
    correct_textstring"Correct."String to show when the correct answer is given. Can contain HTML formatting. The special string %ANS% can be used within the string. If present, the plugin will put the text_answer for the trial in place of the %ANS% string (see example below).
    incorrect_textstring"Wrong."String to show when the wrong answer is given. Can contain HTML formatting. The special string %ANS% can be used within the string. If present, the plugin will put the text_answer for the trial in place of the %ANS% string (see example below).
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    force_correct_button_pressbooleanfalseIf set to true, then the subject must press the correct response key after feedback is given in order to advance to the next trial.
    show_stim_with_feedbackbooleantrueIf set to true, then the stimulus will be shown during feedback. If false, then only the text feedback will display during feedback.
    show_feedback_on_timeoutbooleanfalseIf true, then category feedback will be displayed for an incorrect response after a timeout (trial_duration is exceeded). If false, then a timeout message will be shown.
    timeout_messagestring"Please respond faster."The message to show on a timeout non-response.
    stimulus_durationnumericnullHow long to show the stimulus for (milliseconds). If null, then the stimulus is shown until a response is given.
    feedback_durationnumeric2000How long to show the feedback for (milliseconds).
    trial_durationnumericnullThe maximum time allowed for a response. If null, then the experiment will wait indefinitely for a response.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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+
    NameTypeValue
    stimulusstringEither the path to the image file or the string containing the HTML formatted content that the subject saw on this trial.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    correctbooleantrue if the subject got the correct answer, false otherwise.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-categorize-image@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-categorize-image.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-categorize-image
+
    
+
    import categorizeImage from '@jspsych/plugin-categorize-image';
+
    
+
    Examples
    
+
    
+Categorizing an image
+
    
+
    
+
    
+
    var categorization_trial = {
+    type: jsPsychCategorizeImage,
+    stimulus: 'img/blue.png',
+    key_answer: 'b',
+    text_answer: 'Blue',
+    choices: ['r', 'g', 'b'],
+    correct_text: "<p class='prompt'>Correct! The color is %ANS%.</p>",
+    incorrect_text: "<p class='prompt'>Incorrect. The color is %ANS%.</p>",
+    prompt: "<p>Is the color of this circle (R)ed, (G)reen, or (B)lue?</p>"
+};
+
    
+
    
+
    
+
    
+    
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+
    
+
    Open demo in new tab
    
+
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/cloze/index.html b/7.3/plugins/cloze/index.html
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+
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+  
+    
+      
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+        
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+        cloze - jsPsych
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+  
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+
+
    cloze
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays a text with certain words removed. Participants are asked to replace the missing items. Responses are recorded when clicking a button. Optionally, responses are evaluated and a function is called in case of differences, making it possible to inform participants about mistakes.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
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    ParameterTypeDefault ValueDescription
    textstringundefinedThe cloze text to be displayed. Blanks are indicated by %% signs and automatically replaced by input fields. If there is a correct answer you want the system to check against, it must be typed between the two percentage signs (i.e. % correct solution %).
    button_textstringOKText of the button participants have to press for finishing the cloze test.
    check_answersbooleanfalseBoolean value indicating if the answers given by participants should be compared against a correct solution given in the text (between % signs) after the button was clicked. If true, answers are checked and in case of differences, the mistake_fn is called. In this case, the trial does not automatically finish. If false, no checks are performed and the trial automatically ends when clicking the button.
    mistake_fnfunctionfunction(){}Function called if check_answers is set to true and there is a difference between the participants answers and the correct solution provided in the text.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
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+
+
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+
+
+
+
+
+
    NameTypeValue
    responsearray of stringsAnswers the partcipant gave
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-cloze@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-cloze.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-cloze
+
    
+
    import cloze from '@jspsych/plugin-cloze';
+
    
+
    Examples
    
+
    
+Simple cloze using default settings (no check against correct solution, no custom button text)
+
    
+
    
+
    
+
        var cloze_trial = {
+        type: jsPsychCloze,
+        text: 'The %% is the largest terrestrial mammal. It lives in both %% and %%.'
+    };
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+More elaborate example (with check against correct solution, custom error handling and modified button text)
+
    
+
    
+
    
+
        var cloze_trial = {
+        type: jsPsychCloze,
+        text: 'A rectangle has % 4 % corners and a triangle has % 3 %.',
+        check_answers: true,
+        button_text: 'Next',
+        mistake_fn: function(){alert("Wrong answer. Please check again.")}
+    };
+
    
+
    
+
    
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+    
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+
    
+
    Open demo in new tab
    
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/external-html/index.html b/7.3/plugins/external-html/index.html
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+        external-html - jsPsych
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+    
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+
+
    external-html
    
+
    Current version: 1.1.1. See version history.
    
+
    The HTML plugin displays an external HTML document (often a consent form). Either a keyboard response or a button press can be used to continue to the next trial. It allows the experimenter to check if conditions are met (such as indicating informed consent) before continuing.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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+
    ParameterTypeDefault ValueDescription
    urlstringundefinedThe URL of the page to display.
    cont_keystringnullThe key character the subject can use to advance to the next trial. If left as null, then the subject will not be able to advance trials using the keyboard.
    cont_btnstringnullThe ID of a clickable element on the page. When the element is clicked, the trial will advance.
    check_fnfunctionfunction(){ return true; }This function is called with the jsPsych display_element as the only argument when the subject attempts to advance the trial. The trial will only advance if the function return true. This can be used to verify that the subject has correctly filled out a form before continuing, for example.
    force_refreshbooleanfalseIf true, then the plugin will avoid using the cached version of the HTML page to load if one exists.
    execute_scriptbooleanfalseIf true, then scripts on the remote page will be executed.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
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+
    NameTypeValue
    urlstringThe URL of the page.
    rtnumericThe response time in milliseconds for the subject to finish the trial.
    
+
    Simulation Mode
    
+
    In visual simulation mode, the plugin cannot interact with any form elements on the screen other than the cont_btn specified in the trial parameters. If your check_fn requires other user interaction, for example, clicking a checkbox, then you'll need to disable simulation for the trial and complete the interaction manually.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-external-html@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-external-html.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-external-html
+
    
+
    import externalHtml from '@jspsych/plugin-external-html';
+
    
+
    Examples
    
+
+
    This content would be in a file called 'external_page.html'
    
+
    <div id="consent">
+  <p>
+    This is a demo experiment, with this minimal consent form being loaded
+    as an external html document. To continue, click the checkbox below
+    and hit "Start Experiment".
+  </p>
+  <p>
+    <input type="checkbox" id="consent_checkbox" />
+    I agree to take part in this study.
+  </p>
+  <button type="button" id="start">Start Experiment</button>
+</div>
+
    
+
    
+jsPsych code to load above page.
+
    
+
    
+
    
+
    // sample function that might be used to check if a subject has given
+// consent to participate.
+var check_consent = function(elem) {
+    if (document.getElementById('consent_checkbox').checked) {
+        return true;
+    }
+    else {
+        alert("If you wish to participate, you must check the box next to the statement 'I agree to participate in this study.'");
+        return false;
+    }
+    return false;
+};
+
+// declare the block.
+var trial = {
+    type: jsPsychExternalHtml,
+    url: "external_page.html",
+    cont_btn: "start",
+    check_fn: check_consent
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
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+    
    
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/free-sort/index.html b/7.3/plugins/free-sort/index.html
new file mode 100755
index 00000000..d65e235a
--- /dev/null
+++ b/7.3/plugins/free-sort/index.html
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+
+
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+  
+    
+      
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+        
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+    
+    
+      
+        free-sort - jsPsych
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+
+
    free-sort
    
+
    Current version: 1.0.1. See version history.
    
+
    The free-sort plugin displays one or more images on the screen that the participant can interact with by clicking and dragging with a mouse, or touching and dragging with a touchscreen device. When the trial starts, the images can be positioned outside or inside the sort area. All images must be moved into the sorting area before the participant can click a button to end the trial. All of the moves that the participant performs are recorded, as well as the final positions of all images. This plugin could be useful when asking participants to position images based on similarity to one another, or to recall image spatial locations.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimuliarrayundefinedEach element of this array is an image path.
    stim_heightnumeric100The height of the images in pixels.
    stim_widthnumeric100The width of the images in pixels.
    scale_factornumeric1.5How much larger to make the stimulus while moving (1 = no scaling).
    sort_area_heightnumeric800The height of the container that participants can move the stimuli in. Stimuli will be constrained to this area.
    sort_area_widthnumeric800The width of the container that participants can move the stimuli in. Stimuli will be constrained to this area.
    sort_area_shapestring"ellipse"The shape of the sorting area, can be "ellipse" or "square".
    promptstringnullThis string can contain HTML markup. The intention is that it can be used to provide a reminder about the action the participant is supposed to take (e.g., which key to press).
    prompt_locationstring"above"Indicates whether to show the prompt "above" or "below" the sorting area.
    button_labelstring'Continue'The text that appears on the button to continue to the next trial.
    change_border_background_colorbooleantrueIf true, the sort area border color will change while items are being moved in and out of the sort area, and the background color will change once all items have been moved into the sort area. If false, the border will remain black and the background will remain white throughout the trial.
    border_color_instring'#a1d99b'If change_border_background_color is true, the sort area border will change to this color when an item is being moved into the sort area, and the background will change to this color when all of the items have been moved into the sort area.
    border_color_outstring'#fc9272'If change_border_background_color is true, this will be the color of the sort area border when there are one or more items that still need to be moved into the sort area.
    border_widthnumericnullThe width in pixels of the border around the sort area. If null, the border width will be 3% of the sort_area_height.
    counter_text_unfinishedstringYou still need to place %n% item%s% inside the sort area.Text to display when there are one or more items that still need to be placed in the sort area. If "%n%" is included in the string, it will be replaced with the number of items that still need to be moved inside. If "%s%" is included in the string, a "s" will be included when the number of items remaining is greater than one.
    counter_text_finishedstringAll items placed. Feel free to reposition items if necessary.Text that will take the place of the counter_text_unfinished text when all items have been moved inside the sort area.
    stim_starts_insidebooleanfalseIf false, the images will be positioned to the left and right of the sort area when the trial loads. If true, the images will be positioned at random locations inside the sort area when the trial loads.
    column_spread_factornumeric1When the images appear outside the sort area, this determines the x-axis spread of the image columns. Default value is 1. Values less than 1 will compress the image columns along the x-axis, and values greater than 1 will spread them farther apart.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    init_locationsarrayAn array containing objects representing the initial locations of all the stimuli in the sorting area. Each element in the array represents a stimulus, and has a "src", "x", and "y" value. "src" is the image path, and "x" and "y" are the object location. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    movesarrayAn array containing objects representing all of the moves the participant made when sorting. Each object represents a move. Each element in the array has a "src", "x", and "y" value. "src" is the image path, and "x" and "y" are the object location after the move. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    final_locationsarrayAn array containing objects representing the final locations of all the stimuli in the sorting area. Each element in the array represents a stimulus, and has a "src", "x", and "y" value. "src" is the image path, and "x" and "y" are the object location. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the participant to finish all sorting.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-free-sort@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-free-sort.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-free-sort
+
    
+
    import freeSort from '@jspsych/plugin-free-sort';
+
    
+
    Examples
    
+
    
+Basic example
+
    
+
    
+
    
+
    var sort_trial = {
+    type: jsPsychFreeSort,
+    stimuli: sorting_stimuli,
+    stim_width: 80,
+    stim_height: 60,
+    sort_area_width: 500,
+    sort_area_height: 500,
+    prompt: "<p>Click and drag the images below to sort them so that similar items are close together.</p>"
+};
+
    
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diff --git a/7.3/plugins/fullscreen/index.html b/7.3/plugins/fullscreen/index.html
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+        fullscreen - jsPsych
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    fullscreen
    
+
    Current version: 1.1.1. See version history.
    
+
    The fullscreen plugin allows the experiment to enter or exit fullscreen mode. For security reasons, all browsers require that entry into fullscreen mode is triggered by a user action. To enter fullscreen mode, this plugin has the user click a button. Exiting fullscreen mode can be done without user input.
    
+
    
+
    Warning
    
+
    Safari does not support keyboard input when the browser is in fullscreen mode. Therefore, the function will not launch fullscreen mode on Safari. The experiment will ignore any trials using the fullscreen plugin in Safari.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    fullscreen_modebooleantrueA value of true causes the experiment to enter fullscreen mode. A value of false causes the browser to exit fullscreen mode.
    messagestring<p>The experiment will switch to full screen mode when you press the button below</p>The HTML content to display above the button to enter fullscreen mode.
    button_labelstring'Continue'The text that appears on the button to enter fullscreen mode.
    delay_afternumeric1000The length of time to delay after entering fullscreen mode before ending the trial. This can be useful because entering fullscreen is jarring and most browsers display some kind of message that the browser has entered fullscreen mode.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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+
    NameTypeValue
    successbooleantrue if the browser supports fullscreen mode (i.e., is not Safari)
    
+
    Simulation Mode
    
+
    Web browsers do not allow fullscreen mode to be triggered by a script to avoid malicious usage of fullscreen behavior when the user is not wanting it.
+In visual simulation mode, the trial will run normally and the button will get a simulated click, but the display will not change. 
+If you want the display to actually enter fullscreen mode during the simulation, you should disable simulation for the fullscreen trial and manually click the button.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-fullscreen@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-fullscreen.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-fullscreen
+
    
+
    import fullscreen from '@jspsych/plugin-fullscreen';
+
    
+
    Examples
    
+
    
+Entering and exiting fullscreen
+
    
+
    
+
    
+
    var enter_fullscreen = {
+  type: jsPsychFullscreen,
+  fullscreen_mode: true
+}
+
+var trial_in_fullscreen = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: 'This trial will be in fullscreen mode.',
+  choices: ['Continue']
+}
+
+var exit_fullscreen = {
+  type: jsPsychFullscreen,
+  fullscreen_mode: false,
+  delay_after: 0
+}
+
+var trial_after_fullscreen = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: 'This trial will NOT be in fullscreen mode.',
+  choices: ['Continue']
+}
+
    
+
    
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    Open demo in new tab
    
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diff --git a/7.3/plugins/html-audio-response/index.html b/7.3/plugins/html-audio-response/index.html
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+        html-audio-response - jsPsych
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+
    html-audio-response
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin displays HTML content and records audio from the participant via a microphone. 
    
+
    In order to get access to the microphone, you need to use the initialize-microphone plugin on your timeline prior to using this plugin.
+Once access is granted for an experiment you do not need to get permission again.
    
+
    This plugin records audio data in base 64 format. 
+This is a text-based representation of the audio which can be coverted to various audio formats using a variety of online tools as well as in languages like python and R.
    
+
    This plugin will generate a large amount of data, and you will need to be careful about how you handle this data. 
+Even a few seconds of audio recording will add 10s of kB to jsPsych's data. 
+Multiply this by a handful (or more) of trials, and the data objects will quickly get large.
+If you need to record a lot of audio, either many trials worth or just a few trials with longer responses, we recommend that you save the data to your server immediately after the trial and delete the data in jsPsych's data object.
+See below for an example of how to do this.
    
+
    This plugin also provides the option to store the recorded audio files as Object URLs via save_audio_url: true. 
+This will generate a URL that is storing a copy of the recorded audio, which can be used for subsequent playback. 
+See below for an example where the recorded audio is used as the stimulus in a subsequent trial.
+This feature is turned off by default because it uses a relatively large amount of memory compared to most jsPsych features.
+If you are running an experiment where you need this feature and you are recording lots of audio snippets, you may want to manually revoke the URLs when you no longer need them using URL.revokeObjectURL(objectURL).
    
+
    
+
    Warning
    
+
    When recording from a microphone your experiment will need to be running over https:// protocol. If you try to run the experiment locally using the file:// protocol or over http:// protocol you will not be able to access the microphone because of potential security problems.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusHTML stringundefinedThe HTML content to be displayed.
    recording_durationnumeric2000The maximum length of the recording, in milliseconds. The default value is intentionally set low because of the potential to accidentally record very large data files if left too high. You can set this to null to allow the participant to control the length of the recording via the done button, but be careful with this option as it can lead to crashing the browser if the participant waits too long to stop the recording.
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    show_done_buttonbooltrueWhether to show a button on the screen that the participant can click to finish the recording.
    done_button_labelstring'Continue'The label for the done button.
    allow_playbackboolfalseWhether to allow the participant to listen to their recording and decide whether to rerecord or not. If true, then the participant will be shown an interface to play their recorded audio and click one of two buttons to either accept the recording or rerecord. If rerecord is selected, then stimulus will be shown again, as if the trial is starting again from the beginning.
    record_again_button_labelstring'Record again'The label for the record again button enabled when allow_playback: true.
    accept_button_labelstring'Continue'The label for the accept button enabled when allow_playback: true.
    save_audio_urlboolfalseIf true, then an Object URL will be generated and stored for the recorded audio. Only set this to true if you plan to reuse the recorded audio later in the experiment, as it is a potentially memory-intensive feature.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    rtnumericThe time, since the onset of the stimulus, for the participant to click the done button. If the button is not clicked (or not enabled), then rt will be null.
    responsebase64 stringThe base64-encoded audio data.
    stimulusstringThe HTML content that was displayed on the screen.
    estimated_stimulus_onsetnumberThis is an estimate of when the stimulus appeared relative to the start of the audio recording. The plugin is configured so that the recording should start prior to the display of the stimulus. We have not yet been able to verify the accuracy of this estimate with external measurement devices.
    audio_urlstringA URL to a copy of the audio data.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-html-audio-response@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-html-audio-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-html-audio-response
+
    
+
    import htmlAudioResponse from '@jspsych/plugin-html-audio-response';
+
    
+
    Examples
    
+
    
+Simple spoken response to a stimulus
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychHtmlAudioResponse,
+    stimulus: `
+    <p style="font-size:48px; color:red;">GREEN</p>
+    <p>Speak the color of the ink.</p>`,
+    recording_duration: 3500
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Allow playback and rerecording; save data to server immediately
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychHtmlAudioResponse,
+    stimulus: `
+        <p>Please sing the first few seconds of a song and click the button when you are done.</p>
+    `,
+    recording_duration: 15000,
+    allow_playback: true,
+    on_finish: function(data){
+        fetch('/save-my-data.php', { audio_base64: data.response })
+            .then((audio_id){
+                data.response = audio_id;
+            });
+    }
+};
+
    
+
    This example assumes that there is a script on your experiment server that accepts the data called save-my-data.php. It also assumes that the script will generate a response with an ID for the stored audio file (audio_id). In the example, we replace the very long base64 representation of the audio file with the generated ID, which could be just a handful of characters. This would let you link files to responses in data analysis, without having to store long audio files in memory during the experiment.
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Use recorded audio as a subsequent stimulus
+
    
+
    
+
    
+
    var instruction = {
+    type: jsPsychHtmlButtonResponse,
+    stimulus: `
+        <img src='img/10.gif' style="width:100px; padding: 20px;"></img>
+        <p>Make up a name for this shape. When you have one in mind, click the button and then say the name aloud.</p>
+    `,
+    choices: ['I am ready.']
+}
+
+var record = {
+    type: jsPsychHtmlAudioResponse,
+    stimulus: `
+        <img src='img/10.gif' style="width:100px; padding: 20px;"></img>
+        <p>Recording...</p>
+    `,
+    recording_duration: 1500,
+    save_audio_url: true
+};
+
+var playback = {
+    type: jsPsychAudioButtonResponse,
+    stimulus: ()=>{
+        return jsPsych.data.get().last(1).values()[0].audio_url;
+    },
+    prompt: '<p>Click the object the matches the spoken name.</p>',
+    choices: ['img/9.gif','img/10.gif','img/11.gif','img/12.gif'],
+    button_html: '<img src="%choice%" style="width:100px; padding: 20px;"></img>'
+}
+
    
+
    
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+
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\ No newline at end of file
diff --git a/7.3/plugins/html-button-response/index.html b/7.3/plugins/html-button-response/index.html
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+        html-button-response - jsPsych
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    html-button-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays HTML content and records responses generated by button click. The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time. The button itself can be customized using HTML formatting.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusHTML stringundefinedThe HTML content to be displayed.
    choicesarray of strings[]Labels for the buttons. Each different string in the array will generate a different button.
    button_htmlHTML string'<button class="jspsych-btn">%choice%</button>'A template of HTML for generating the button elements. You can override this to create customized buttons of various kinds. The string %choice% will be changed to the corresponding element of the choices array. You may also specify an array of strings, if you need different HTML to render for each button. If you do specify an array, the choices array and this array must have the same length. The HTML from position 0 in the button_html array will be used to create the button for element 0 in the choices array, and so on.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, the trial will wait for a response indefinitely.
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    margin_verticalstring'0px'Vertical margin of the button(s).
    margin_horizontalstring'8px'Horizontal margin of the button(s).
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
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    NameTypeValue
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    responsenumericIndicates which button the subject pressed. The first button in the choices array is 0, the second is 1, and so on.
    stimulusstringThe HTML content that was displayed on the screen.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-html-button-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-html-button-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-html-button-response
+
    
+
    import htmlButtonResponse from '@jspsych/plugin-html-button-response';
+
    
+
    Examples
    
+
    
+Displaying question until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: '<p style="font-size:48px; color:red;">GREEN</p>',
+  choices: ['Red', 'Green', 'Blue'],
+  prompt: "<p>What color is the ink?</p>"
+};
+
    
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diff --git a/7.3/plugins/html-keyboard-response/index.html b/7.3/plugins/html-keyboard-response/index.html
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+        html-keyboard-response - jsPsych
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    html-keyboard-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays HTML content and records responses generated with the keyboard.The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusHTML stringundefinedThe string to be displayed.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusstringThe HTML content that was displayed on the screen.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-html-keyboard-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-html-keyboard-response
+
    
+
    import htmlKeyboardResponse from '@jspsych/plugin-html-keyboard-response';
+
    
+
    Examples
    
+
    
+Displaying trial until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: '<p style="font-size:48px; color:green;">BLUE</p>',
+    choices: ['r', 'g', 'b'],
+    prompt: "<p>Is the ink color (r)ed, (g)reen, or (b)lue?</p>"
+};
+
    
+
    
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+    
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+
    Open demo in new tab
    
+
    
+
    
+Showing a 1 second fixation cross; no response allowed
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: '<p style="font-size: 48px;">+</p>',
+    choices: "NO_KEYS",
+    trial_duration: 1000,
+};      
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/html-slider-response/index.html b/7.3/plugins/html-slider-response/index.html
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+        html-slider-response - jsPsych
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    html-slider-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays HTML content and allows the subject to respond by dragging a slider.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusHTML stringundefinedThe string to be displayed
    labelsarray of strings[]Labels displayed at equidistant locations on the slider. For example, two labels will be placed at the ends of the slider. Three labels would place two at the ends and one in the middle. Four will place two at the ends, and the other two will be at 33% and 67% of the slider width.
    button_labelstring'Continue'Label of the button to end the trial.
    mininteger0Sets the minimum value of the slider.
    maxinteger100Sets the maximum value of the slider.
    slider_startinteger50Sets the starting value of the slider
    stepinteger1Sets the step of the slider. This is the smallest amount by which the slider can change.
    slider_widthintegernullSet the width of the slider in pixels. If left null, then the width will be equal to the widest element in the display.
    require_movementbooleanfalseIf true, the subject must move the slider before clicking the continue button.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responsenumericThe numeric value of the slider.
    rtnumericThe time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusstringThe HTML content that was displayed on the screen.
    slider_startnumericThe starting value of the slider.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-html-slider-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-html-slider-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-html-slider-response
+
    
+
    import htmlSliderResponse from '@jspsych/plugin-html-slider-response';
+
    
+
    Examples
    
+
    
+Displaying question until subject move the slider
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychHtmlSliderResponse,
+    stimulus: `<div style="width:500px;">
+        <p>How likely is it that team A will win this match?</p>
+        <div style="width:240px; float: left;">
+            <p>TEAM A</p>
+            <p>10 wins, 5 losses, 6 draws</p>
+        </div>
+        <div style="width:240px; float: right;">
+            <p>TEAM B</p>
+            <p>6 wins, 4 losses, 11 draws</p>
+        </div>
+        </div>`,
+    require_movement: true,
+    labels: ['100% chance', '50% chance', '0% chance']
+};
+
    
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diff --git a/7.3/plugins/html-video-response/index.html b/7.3/plugins/html-video-response/index.html
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+        html-video-response - jsPsych
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    html-video-response
    
+
    Current version: 1.0.0. See version history.
    
+
    This plugin displays HTML content and records video from the participant via a webcam. 
    
+
    In order to get access to the camera, you need to use the initialize-camera plugin on your timeline prior to using this plugin.
+Once access is granted for an experiment you do not need to get permission again.
    
+
    This plugin records video data in base 64 format. 
+This is a text-based representation of the video which can be coverted to various video formats using a variety of online tools as well as in languages like python and R.
    
+
    This plugin will generate a large amount of data, and you will need to be careful about how you handle this data. 
+Even a few seconds of video recording will add 10s of kB to jsPsych's data. 
+Multiply this by a handful (or more) of trials, and the data objects will quickly get large.
+If you need to record a lot of video, either many trials worth or just a few trials with longer responses, we recommend that you save the data to your server immediately after the trial and delete the data in jsPsych's data object.
+See below for an example of how to do this.
    
+
    This plugin also provides the option to store the recorded video files as Object URLs via save_video_url: true. 
+This will generate a URL that stores a copy of the recorded video, which can be used for subsequent playback during the experiment. 
+See below for an example where the recorded video is used as the stimulus in a subsequent trial.
+This feature is turned off by default because it uses a relatively large amount of memory compared to most jsPsych features.
+If you are running an experiment where you need this feature and you are recording lots of video clips, you may want to manually revoke the URLs when you no longer need them using URL.revokeObjectURL(objectURL).
    
+
    
+
    Warning
    
+
    When recording from a camera your experiment will need to be running over https:// protocol. If you try to run the experiment locally using the file:// protocol or over http:// protocol you will not be able to access the camera because of potential security problems.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusHTML stringundefinedThe HTML content to be displayed.
    recording_durationnumeric2000The maximum length of the recording, in milliseconds. The default value is intentionally set low because of the potential to accidentally record very large data files if left too high. You can set this to null to allow the participant to control the length of the recording via the done button, but be careful with this option as it can lead to crashing the browser if the participant waits too long to stop the recording.
    stimulus_durationnumericnullHow long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to hidden after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends.
    show_done_buttonbooltrueWhether to show a button on the screen that the participant can click to finish the recording.
    done_button_labelstring'Continue'The label for the done button.
    allow_playbackboolfalseWhether to allow the participant to listen to their recording and decide whether to rerecord or not. If true, then the participant will be shown an interface to play their recorded video and click one of two buttons to either accept the recording or rerecord. If rerecord is selected, then stimulus will be shown again, as if the trial is starting again from the beginning.
    record_again_button_labelstring'Record again'The label for the record again button enabled when allow_playback: true.
    accept_button_labelstring'Continue'The label for the accept button enabled when allow_playback: true.
    save_video_urlboolfalseIf true, then an Object URL will be generated and stored for the recorded video. Only set this to true if you plan to reuse the recorded video later in the experiment, as it is a potentially memory-intensive feature.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
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    NameTypeValue
    rtnumericThe time, since the onset of the stimulus, for the participant to click the done button. If the button is not clicked (or not enabled), then rt will be null.
    responsebase64 stringThe base64-encoded video data.
    stimulusstringThe HTML content that was displayed on the screen.
    video_urlstringA URL to a copy of the video data.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-html-video-response@1.0.0"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-html-video-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-html-video-response
+
    
+
    import htmlVideoResponse from '@jspsych/plugin-html-video-response';
+
    
+
    Examples
    
+
    
+Simple recorded response to a stimulus
+
    
+
    
+
    
+
    var init_camera = {
+    type: jsPsychInitializeCamera
+}
+
+var trial = {
+    type: jsPsychHtmlVideoResponse,
+    stimulus: `
+    <p style="font-size:48px; color:red;"> <-- </p>
+    <p>Turn your head in the direction of the arrow</p>`,
+    recording_duration: 3500,
+    show_done_button: false,
+};
+
    
+
    
+
    
+
    
+    
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+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Allow playback and rerecording
+
    
+
    
+
    
+
    var init_camera = {
+    type: jsPsychInitializeCamera
+}
+
+var trial = {
+    type: jsPsychHtmlVideoResponse,
+    stimulus: `<p>Make a sad face</p>`,
+    recording_duration: 3500,
+    show_done_button: false,
+    allow_playback: true
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Use recorded video as a subsequent stimulus
+
    
+
    
+
    
+
    var init_camera = {
+    type: jsPsychInitializeCamera
+}
+
+var record = {
+    type: jsPsychHtmlVideoResponse,
+    stimulus: `<p>Make a sad face.</p>`,
+    recording_duration: 1500,
+    show_done_button: false,
+    save_video_url: true
+};
+
+var classify = {
+    type: jsPsychVideoButtonResponse,
+    stimulus: () => {
+        return [jsPsych.data.get().last(1).values()[0].video_url];
+    },
+    choices: ["Happy", "Sad", "Angry", "Surprised"],
+    prompt: "<p>What emotion is this?</p>",
+}
+
    
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diff --git a/7.3/plugins/iat-html/index.html b/7.3/plugins/iat-html/index.html
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+  
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+        iat-html - jsPsych
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+
    iat-html
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin runs a single trial of the implicit association test (IAT), using HTML content as the stimulus.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusstringundefinedThe HTML-formatted stimulus to display.
    html_when_wrongstring<span style="color: red; font-size: 80px">X</span>The content to display when a user presses the wrong key.
    bottom_instructionsstring<p>If you press the wrong key, a red X will appear. Press any key to continue.</p>Instructions about making a wrong key press and whether another key press is needed to continue.
    force_correct_key_pressbooleanfalseIf this is true and the user presses the wrong key then they have to press the other key to continue. An example would be two keys 'e' and 'i'. If the key associated with the stimulus is 'e' and key 'i' was pressed, then pressing 'e' is needed to continue the trial. When this is true, then parameter key_to_move_forward is not used.
    display_feedbackbooleanfalseIf true, then html_when_wrong and wrong_image_name is required. If false, trial_duration is needed and trial will continue automatically.
    left_category_keystring'e'Key press that is associated with the left_category_label.
    right_category_keystring'i'Key press that is associated with the right_category_label.
    left_category_labelstring['left']An array that contains the words/labels associated with a certain stimulus. The labels are aligned to the left side of the page.
    right_category_labelstring['right']An array that contains the words/labels associated with a certain stimulus. The labels are aligned to the right side of the page.
    stim_key_associationstringundefinedEither 'left' or 'right'. This indicates whether the stimulus is associated with the key press and category on the left or right side of the page (left_category_key or right_category_key).
    key_to_move_forwardarray of strings"ALL_KEYS"This array contains the characters the subject is allowed to press to move on to the next trial if their key press was incorrect and feedback was displayed. Can also have 'other key' as an option which will only allow the user to select the right key to move forward.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can use this parameter to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    stimulusstringEither the path to the image file or the string containing the HTML-formatted content that the subject saw on this trial.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    correctbooleanBoolean indicating whether the user's key press was correct or incorrect for the given stimulus.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-iat-html@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-iat-html.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-iat-html
+
    
+
    import iatHtml from '@jspsych/plugin-iat-html';
+
    
+
    Examples
    
+
    
+Displaying IAT question using html
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychIatHtml,
+    stimulus: 'Joyous',
+    stim_key_association: 'left',
+    html_when_wrong: '<span style="color: red; font-size: 80px">X</span>',
+    bottom_instructions: '<p>If you press the wrong key, a red X will appear. Press the other key to continue</p>',
+    force_correct_key_press: true,
+    display_feedback: true,
+    trial_duration: 3000, //Only if display_feedback is false
+    left_category_key: 'e',
+    right_category_key: 'i',
+    left_category_label: ['OLD','GOOD'],
+    right_category_label: ['YOUNG','BAD'],
+    response_ends_trial: true
+}
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
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+
\ No newline at end of file
diff --git a/7.3/plugins/iat-image/index.html b/7.3/plugins/iat-image/index.html
new file mode 100755
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+
+
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+  
+    
+      
+      
+      
+      
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+        
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+    
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+      
+        iat-image - jsPsych
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+    
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+
+
    iat-image
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin runs a single trial of the implicit association test (IAT), using an image as the stimulus.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimulusstringundefinedThe stimulus to display. The path to an image.
    html_when_wrongstring<span style="color: red; font-size: 80px">X</span>The HTML to display when a user presses the wrong key.
    bottom_instructionsstring<p>If you press the wrong key, a red X will appear. Press any key to continue.</p>Instructions about making a wrong key press and whether another key press is needed to continue.
    force_correct_key_pressbooleanfalseIf this is true and the user presses the wrong key then they have to press the other key to continue. An example would be two keys 'e' and 'i'. If the key associated with the stimulus is 'e' and key 'i' was pressed, then pressing 'e' is needed to continue the trial. When this is true, then parameter key_to_move_forward is not used.
    display_feedbackbooleanfalseIf true, then image_when_wrong and wrong_image_name are required. If false, trial_duration is needed and trial will continue automatically.
    left_category_keystring'e'Key press that is associated with the left_category_label.
    right_category_keystring'i'Key press that is associated with the right_category_label.
    left_category_labelstring['left']An array that contains the words/labels associated with a certain stimulus. The labels are aligned to the left side of the page.
    right_category_labelstring['right']An array that contains the words/labels associated with a certain stimulus. The labels are aligned to the right side of the page.
    stim_key_associationstring'undefined'Either 'left' or 'right'. This indicates whether the stimulus is associated with the key press and category on the left or right side of the page (left_category_key or right_category_key).
    key_to_move_forwardarray of characters"ALL_KEYS"This array contains the characters the subject is allowed to press to move on to the next trial if their key press was incorrect and feedback was displayed. Can also have 'other key' as an option which will only allow the user to select the right key to move forward.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can use this parameter to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    stimulusstringEither the path to the image file or the string containing the HTML-formatted content that the subject saw on this trial.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    correctbooleanBoolean indicating whether the user's key press was correct or incorrect for the given image.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-iat-image@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-iat-image.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-iat-image
+
    
+
    import iatImage from '@jspsych/plugin-iat-image';
+
    
+
    Examples
    
+
    
+Displaying IAT question using image files
+
    
+
    
+
    
+
    var trial_block = {
+  type: jsPsychIatImage,
+  stimulus: 'img/iat_old_face.jpg',
+  stim_key_association: 'left',
+  html_when_wrong: '<span style="color: red; font-size: 80px">X</span>',
+  bottom_instructions: '<p>If you press the wrong key, a red X will appear. Press the other key to continue</p>',
+  force_correct_key_press: true,
+  display_feedback: true,
+  trial_duration: 3000, //Only if display_feedback is false
+  left_category_key: 'e',
+  right_category_key: 'i',
+  left_category_label: ['OLD','GOOD'],
+  right_category_label: ['YOUNG','BAD'],
+  response_ends_trial: true
+}
+
    
+
    
+
    
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+    
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+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/image-button-response/index.html b/7.3/plugins/image-button-response/index.html
new file mode 100755
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+    
+      
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+      
+        image-button-response - jsPsych
+      
+    
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+
    image-button-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays an image and records responses generated with a button click. The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time. The button itself can be customized using HTML formatting.
    
+
    Image files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the image stimulus, you will need to manually preload the images.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusstringundefinedThe path of the image file to be displayed.
    stimulus_heightintegernullSet the height of the image in pixels. If left null (no value specified), then the image will display at its natural height.
    stimulus_widthintegernullSet the width of the image in pixels. If left null (no value specified), then the image will display at its natural width.
    maintain_aspect_ratiobooleantrueIf setting only the width or only the height and this parameter is true, then the other dimension will be scaled to maintain the image's aspect ratio.
    choicesarray of strings[]Labels for the buttons. Each different string in the array will generate a different button.
    button_htmlHTML string'<button class="jspsych-btn">%choice%</button>'A template of HTML for generating the button elements. You can override this to create customized buttons of various kinds. The string %choice% will be changed to the corresponding element of the choices array. You may also specify an array of strings, if you need different HTML to render for each button. If you do specify an array, the choices array and this array must have the same length. The HTML from position 0 in the button_html array will be used to create the button for element 0 in the choices array, and so on.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    stimulus_durationnumericnullHow long to show the stimulus for in milliseconds. If the value is null, then the stimulus will be shown until the subject makes a response.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, the trial will wait for a response indefinitely.
    margin_verticalstring'0px'Vertical margin of the button(s).
    margin_horizontalstring'8px'Horizontal margin of the button(s).
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    render_on_canvasbooleantrueIf true, the image will be drawn onto a canvas element. This prevents a blank screen (white flash) between consecutive image trials in some browsers, like Firefox and Edge. If false, the image will be shown via an img element, as in previous versions of jsPsych. If the stimulus is an animated gif, you must set this parameter to false, because the canvas rendering method will only present static images.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    responsenumericIndicates which button the subject pressed. The first button in the choices array is 0, the second is 1, and so on.
    stimulusstringThe path of the image that was displayed.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-image-button-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-image-button-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-image-button-response
+
    
+
    import imageButtonResponse from '@jspsych/plugin-image-button-response';
+
    
+
    Examples
    
+
    
+Displaying question until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_1.png',
+    choices: ['Happy', 'Sad'],
+    prompt: "<p>Is this person happy or sad?</p>"
+};
+
    
+
    
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    Open demo in new tab
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/image-keyboard-response/index.html b/7.3/plugins/image-keyboard-response/index.html
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+        image-keyboard-response - jsPsych
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+
    image-keyboard-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays and image and records responses generated with the keyboard. The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically if the subject has failed to respond within a fixed length of time.
    
+
    Image files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the image stimulus, you will need to manually preload the images.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimulusstringundefinedThe path of the image file to be displayed.
    stimulus_heightintegernullSet the height of the image in pixels. If left null (no value specified), then the image will display at its natural height.
    stimulus_widthintegernullSet the width of the image in pixels. If left null (no value specified), then the image will display at its natural width.
    maintain_aspect_ratiobooleantrueIf setting only the width or only the height and this parameter is true, then the other dimension will be scaled to maintain the image's aspect ratio.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    stimulus_durationnumericnullHow long to show the stimulus for in milliseconds. If the value is null, then the stimulus will be shown until the subject makes a response.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    render_on_canvasbooleantrueIf true, the image will be drawn onto a canvas element. This prevents a blank screen (white flash) between consecutive image trials in some browsers, like Firefox and Edge. If false, the image will be shown via an img element, as in previous versions of jsPsych. If the stimulus is an animated gif, you must set this parameter to false, because the canvas rendering method will only present static images.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusstringThe path of the image that was displayed.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-image-keyboard-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-image-keyboard-response
+
    
+
    import imageKeyboardResponse from '@jspsych/plugin-image-keyboard-response';
+
    
+
    Examples
    
+
    
+Displaying trial until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychImageKeyboardResponse,
+    stimulus: 'img/happy_face_1.png',
+    choices: ['e', 'i'],
+    prompt: "<p>Is this person happy or sad? Press 'e' for happy and 'i' for sad.</p>",
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Displaying image for a fixed duration; no response allowed
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychImageKeyboardResponse,
+    stimulus: 'img/happy_face_1.png',
+    choices: "NO_KEYS",
+    prompt: "<p>Study this face for 5 seconds.</p>",
+    trial_duration: 5000
+};
+
    
+
    
+
    
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+    
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+
    Open demo in new tab
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/image-slider-response/index.html b/7.3/plugins/image-slider-response/index.html
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+        image-slider-response - jsPsych
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+
+
    image-slider-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin displays and image and allows the subject to respond by dragging a slider.
    
+
    Image files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the image stimulus, you will need to manually preload the images.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimulusstringundefinedThe path to the image file to be displayed.
    stimulus_heightintegernullSet the height of the image in pixels. If left null (no value specified), then the image will display at its natural height.
    stimulus_widthintegernullSet the width of the image in pixels. If left null (no value specified), then the image will display at its natural width.
    maintain_aspect_rationbooleantrueIf setting only the width or only the height and this parameter is true, then the other dimension will be scaled to maintain the image's aspect ratio.
    labelsarray of strings[]Labels displayed at equidistant locations on the slider. For example, two labels will be placed at the ends of the slider. Three labels would place two at the ends and one in the middle. Four will place two at the ends, and the other two will be at 33% and 67% of the slider width.
    button_labelstring'Continue'Label of the button to advance/submit
    mininteger0Sets the minimum value of the slider
    maxinteger100Sets the maximum value of the slider
    slider_startinteger50Sets the starting value of the slider
    stepinteger1Sets the step of the slider
    slider_widthintegernullSet the width of the slider in pixels. If left null, then the width will be equal to the widest element in the display.
    require_movementbooleanfalseIf true, the subject must move the slider before clicking the continue button.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    stimulus_durationnumericnullHow long to show the stimulus for in milliseconds. If the value is null, then the stimulus will be shown until the subject makes a response.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    render_on_canvasbooleantrueIf true, the image will be drawn onto a canvas element. This prevents a blank screen (white flash) between consecutive image trials in some browsers, like Firefox and Edge. If false, the image will be shown via an img element, as in previous versions of jsPsych. If the stimulus is an animated gif, you must set this parameter to false, because the canvas rendering method will only present static images.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responsenumericThe numeric value of the slider.
    rtnumericThe time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusstringThe path of the image that was displayed.
    slider_startnumericThe starting value of the slider.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-image-slider-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-image-slider-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-image-slider-response
+
    
+
    import imageSliderResponse from '@jspsych/plugin-image-slider-response';
+
    
+
    Examples
    
+
    
+Displaying trial until subject gives a response
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychImageSliderResponse,
+    stimulus: 'img/happy_face_1.png',
+    labels: ['happy', 'sad'],
+    prompt: "<p>How happy/sad is this person?</p>",
+};
+
    
+
    
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+    
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+
    Open demo in new tab
    
+
    
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\ No newline at end of file
diff --git a/7.3/plugins/initialize-camera/index.html b/7.3/plugins/initialize-camera/index.html
new file mode 100755
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+        initialize-camera - jsPsych
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+
+
    initialize-camera
    
+
    Current version: 0.0.1 See version history.
    
+
    This plugin asks the participant to grant permission to access a camera.
+If multiple cameras are connected to the participant's device, then it allows the participant to pick which device to use. 
+Once access is granted for an experiment you do not need to get permission again.
    
+
    Once the camera is selected with this plugin it can be accessed with jsPsych.pluginAPI.getCameraRecorder().
    
+
    
+
    Warning
    
+
    When recording from a camera your experiment will need to be running over https:// protocol. If you try to run the experiment locally using the file:// protocol or over http:// protocol you will not be able to access the microphone because of potential security problems.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
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    ParameterTypeDefault ValueDescription
    device_select_messagehtml string<p>Please select the camera you would like to use.</p>The message to display when the user is presented with a dropdown list of available devices.
    button_labelsting'Use this camera.'The label for the select button.
    include_audioboolfalseSet to true to include an audio track in the recordings.
    widthintnullRequest a specific width for the recording. This is not a guarantee that this width will be used, as it depends on the capabilities of the participant's device. Learn more about MediaRecorder constraints here.
    heightintnullRequest a specific height for the recording. This is not a guarantee that this height will be used, as it depends on the capabilities of the participant's device. Learn more about MediaRecorder constraints here.
    mime_typestringnullSet this to use a specific MIME type for the recording. Set the entire type, e.g., 'video/mp4; codecs="avc1.424028, mp4a.40.2"'.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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+
    NameTypeValue
    device_idstringThe device ID of the selected camera.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-initialize-camera@1.0.0"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-initialize-camera.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-initialize-camera
+
    
+
    import initializeCamera from '@jspsych/plugin-initialize-camera';
+
    
+
    Examples
    
+
    
+Ask for camera permission
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychInitializeCamera
+};
+
    
+
    
+
    
+
    
+    
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
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+        initialize-microphone - jsPsych
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    initialize-microphone
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin asks the participant to grant permission to access a microphone. 
+If multiple microphones are connected to the participant's device, then it allows the participant to pick which device to use. 
+Once access is granted for an experiment you do not need to get permission again.
    
+
    Once the microphone is selected with this plugin it can be accessed with jsPsych.pluginAPI.getMicrophoneRecorder().
    
+
    
+
    Warning
    
+
    When recording from a microphone your experiment will need to be running over https:// protocol. If you try to run the experiment locally using the file:// protocol or over http:// protocol you will not be able to access the microphone because of potential security problems.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    device_select_messagehtml string<p>Please select the microphone you would like to use.</p>The message to display when the user is presented with a dropdown list of available devices.
    button_labelsting'Use this microphone.'The label for the select button.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    device_idstringThe device ID of the selected microphone.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-initialize-microphone@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-initialize-microphone.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-initialize-microphone
+
    
+
    import initializeMicrophone from '@jspsych/plugin-initialize-microphone';
+
    
+
    Examples
    
+
    
+Ask for microphone permission
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychInitializeMicrophone
+};
+
    
+
    
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+
    Open demo in new tab
    
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diff --git a/7.3/plugins/instructions/index.html b/7.3/plugins/instructions/index.html
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+        instructions - jsPsych
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+
    instructions
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin is for showing instructions to the subject. It allows subjects to navigate through multiple pages of instructions at their own pace, recording how long the subject spends on each page. Navigation can be done using the mouse or keyboard. Subjects can be allowed to navigate forwards and backwards through pages, if desired.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    pagesarrayundefinedEach element of the array is the content for a single page. Each page should be an HTML-formatted string.
    key_forwardstring'ArrowRight'This is the key that the subject can press in order to advance to the next page. This key should be specified as a string (e.g., 'a', 'ArrowLeft', ' ', 'Enter').
    key_backwardstring'ArrowLeft'This is the key that the subject can press to return to the previous page. This key should be specified as a string (e.g., 'a', 'ArrowLeft', ' ', 'Enter').
    allow_backwardbooleantrueIf true, the subject can return to previous pages of the instructions. If false, they may only advace to the next page.
    allow_keysbooleantrueIf true, the subject can use keyboard keys to navigate the pages. If false, they may not.
    show_clickable_navbooleanfalseIf true, then a Previous and Next button will be displayed beneath the instructions. Subjects can click the buttons to navigate.
    button_label_previousstring'Previous'The text that appears on the button to go backwards.
    button_label_nextstring'Next'The text that appears on the button to go forwards.
    show_page_numberbooleanfalseIf true, and clickable navigation is enabled, then Page x/y will be shown between the nav buttons.
    page_labelstring'Page'The text that appears before x/y pages displayed when show_page_number is true.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
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    NameTypeValue
    view_historyarrayAn array containing the order of pages the subject viewed (including when the subject returned to previous pages) and the time spent viewing each page. Each object in the array represents a single page view, and contains keys called page_index (the page number, starting with 0) and viewing_time (duration of the page view). This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to view all of the pages.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-instructions@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-instructions.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-instructions
+
    
+
    import instructions from '@jspsych/plugin-instructions';
+
    
+
    Examples
    
+
    Showing simple text instructions
    
+
    
+Showing simple text instructions
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychInstructions,
+    pages: [
+    'Welcome to the experiment. Click next to begin.',
+    'This is the second page of instructions.',
+    'This is the final page.'
+    ],
+    show_clickable_nav: true
+}
+
    
+
    
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+    
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+
    
+
    Open demo in new tab
    
+
    
+
    Including images
    
+
    
+Including Images
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychInstructions,
+    pages: [
+    'Welcome to the experiment. Click next to begin.',
+    'You will be looking at images of arrows: ' +
+    '<br>' + 
+    '<img src="con2.png"></img>'
+    ],
+    show_clickable_nav: true
+}
+
    
+
    
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+    
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+
    
+
    Open demo in new tab
    
+
    
+
    Changing Button Text
    
+
    
+Changing Button Text
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychInstructions,
+    pages: [
+    'Welcome to the experiment. Click next to begin.',
+    'This is the second page of instructions.',
+    'This is the final page.'
+    ],
+    button_label_next: "Continue",
+    button_label_previous: "Return to the dark side",
+    show_clickable_nav: true
+}
+
    
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diff --git a/7.3/plugins/list-of-plugins/index.html b/7.3/plugins/list-of-plugins/index.html
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+
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+  
+    
+      
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+        
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+      
+        List of Plugins - jsPsych
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+
+
+
    List of Plugins
    
+
    These are the plugins that are included in the jsPsych release. 
    
+
    Additional plugins may be available in the community contributions repository. 
    
+
    For an overview of what plugins are and how they work, see our plugins overview.
    
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    PluginDescription
    animationShows a sequence of images at a specified frame rate. Records key presses (including timing information) made by the subject while they are viewing the animation.
    audio‑button‑responsePlay an audio file and allow the subject to respond by choosing a button to click. The button can be customized extensively, e.g., using images in place of standard buttons.
    audio‑keyboard‑responsePlay an audio file and allow the subject to respond by pressing a key.
    audio‑slider‑responsePlay an audio file and allow the subject to respond by moving a slider to indicate a value.
    browser‑checkMeasures various features of the participant's browser and runs an inclusion check to see if the browser meets a custom set of criteria for running the study.
    call‑functionExecutes an arbitrary function call. Doesn't display anything to the subject, and the subject is usually unaware that this plugin has even executed. It's useful for performing tasks at specified times in the experiment, such as saving data.
    canvas‑button‑responseDraw a stimulus on a HTML canvas element, and record a button click response. Useful for displaying dynamic, parametrically-defined graphics, and for controlling the positioning of multiple graphical elements (shapes, text, images).
    canvas‑keyboard‑responseDraw a stimulus on a HTML canvas element, and record a key press response. Useful for displaying dynamic, parametrically-defined graphics, and for controlling the positioning of multiple graphical elements (shapes, text, images).
    canvas‑slider‑responseDraw a stimulus on a HTML canvas element, and ask the subject to respond by moving a slider to indicate a value. Useful for displaying dynamic, parametrically-defined graphics, and for controlling the positioning of multiple graphical elements (shapes, text, images).
    categorize‑animationThe subject responds to an animation and can be given feedback about their response.
    categorize‑htmlThe subject responds to an HTML-formatted stimulus using the keyboard and can be given feedback about the correctness of their response.
    categorize‑imageThe subject responds to an image using the keyboard and can be given feedback about the correctness of their response.
    clozePlugin for displaying a cloze test and checking participants answers against a correct solution.
    external‑htmlDisplays an external HTML page (such as a consent form) and lets the subject respond by clicking a button or pressing a key. Plugin can validate their response, which is useful for making sure that a subject has granted consent before starting the experiment.
    free‑sortDisplays a set of images on the screen in random locations. Subjects can click and drag the images to move them around the screen. Records all the moves made by the subject, so the sequence of moves can be recovered from the data.
    fullscreenToggles the experiment in and out of fullscreen mode.
    html‑audio‑responseDisplay an HTML-formatted stimulus and records an audio response via a microphone.
    html‑button‑responseDisplay an HTML-formatted stimulus and allow the subject to respond by choosing a button to click. The button can be customized extensively, e.g., using images in place of standard buttons.
    html‑keyboard‑responseDisplay an HTML-formatted stimulus and allow the subject to respond by pressing a key.
    html‑slider‑responseDisplay an HTML-formatted stimulus and allow the subject to respond by moving a slider to indicate a value.
    html‑video‑responseDisplay an HTML-formatted stimulus and records video data via a webcam.
    iat‑htmlThe implicit association task, using HTML-formatted stimuli.
    iat‑imageThe implicit association task, using images as stimuli.
    image‑button‑responseDisplay an image and allow the subject to respond by choosing a button to click. The button can be customized extensively, e.g., using images in place of standard buttons.
    image‑keyboard‑responseDisplay an image and allow the subject to respond by pressing a key.
    image‑slider‑responseDisplay an image and allow the subject to respond by moving a slider to indicate a value.
    initialize‑cameraRequest permission to use the subject's camera to record video and allows the subject to choose which camera to use if multiple devices are enabled. Also allows setting the mime type of the recorded video.
    initialize‑microphoneRequest permission to use the subject's microphone to record audio and allows the subject to choose which microphone to use if multiple devices are enabled.
    instructionsFor displaying instructions to the subject. Allows the subject to navigate between pages of instructions using keys or buttons.
    maxdiffDisplays rows of alternatives to be selected for two mutually-exclusive categories, typically as 'most' or 'least' on a particular criteria (e.g. importance, preference, similarity). The participant responds by selecting one radio button corresponding to an alternative in both the left and right response columns.
    mirror‑cameraShows a live feed of the participant's camera on the screen.
    preloadThis plugin loads images, audio, and video files into the browser's memory before they are needed in the experiment, in order to improve stimulus and response timing, and to avoid disrupting the flow of the experiment.
    reconstructionThe subject interacts with a stimulus by modifying a parameter of the stimulus and observing the change in the stimulus in real-time.
    resizeCalibrate the display so that materials display with a known physical size.
    same‑different‑htmlA same-different judgment task. An HTML-formatted stimulus is shown, followed by a brief gap, and then another stimulus is shown. The subject indicates whether the stimuli are the same or different.
    same‑different‑imageA same-different judgment task. An image is shown, followed by a brief gap, and then another stimulus is shown. The subject indicates whether the stimuli are the same or different.
    serial‑reaction‑timeA set of boxes are displayed on the screen and one of them changes color. The subject presses a key that corresponds to the different color box as fast as possible.
    serial‑reaction‑time‑mouseA set of boxes are displayed on the screen and one of them changes color. The subjects clicks the box that changed color as fast as possible.
    sketchpadCreates an interactive canvas that the participant can draw on using their mouse or touchscreen.
    survey‑html‑formRenders a custom HTML form. Allows for mixing multiple kinds of form input.
    survey‑likertDisplays likert-style questions.
    survey‑multi‑choiceDisplays multiple choice questions with one answer allowed per question.
    survey‑multi‑selectDisplays multiple choice questions with multiple answes allowed per question.
    survey‑textShows a prompt with a text box. The subject writes a response and then submits by clicking a button.
    video‑button‑responseDisplays a video file with many options for customizing playback. Subject responds to the video by pressing a button.
    video‑keyboard‑responseDisplays a video file with many options for customizing playback. Subject responds to the video by pressing a key.
    video‑slider‑responseDisplays a video file with many options for customizing playback. Subject responds to the video by moving a slider.
    virtual‑chinrestAn implementation of the "virutal chinrest" procedure developed by Li, Joo, Yeatman, and Reinecke (2020). Calibrates the monitor to display items at a known physical size by having participants scale an image to be the same size as a physical credit card. Then uses a blind spot task to estimate the distance between the participant and the display.
    visual‑search‑circleA customizable visual-search task modelled after Wang, Cavanagh, & Green (1994). The subject indicates whether or not a target is present among a set of distractors. The stimuli are displayed in a circle, evenly-spaced, equidistant from a fixation point.
    webgazer‑calibrateCalibrates the WebGazer extension for eye tracking.
    webgazer‑init‑cameraInitializes the camera and helps the participant center their face for eye tracking.
    webgazer‑validatePerforms validation to measure precision and accuracy of WebGazer eye tracking predictions.
    
+
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+
\ No newline at end of file
diff --git a/7.3/plugins/maxdiff/index.html b/7.3/plugins/maxdiff/index.html
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+
+
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+  
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+        maxdiff - jsPsych
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+                
+  
+    
+  
+
+
+
+
    maxdiff
    
+
    Current version: 1.1.1. See version history.
    
+
    The maxdiff plugin displays a table with rows of alternatives to be selected for two mutually-exclusive categories, typically as 'most' or 'least' on a particular criteria (e.g. importance, preference, similarity). The participant responds by selecting one radio button corresponding to an alternative in both the left and right response columns. The same alternative cannot be endorsed on both the left and right response columns (e.g. 'most' and 'least') simultaneously.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    alternativesarrayundefinedAn array of one or more alternatives of string type to fill the rows of the maxdiff table. If required is true, then the array must contain two or more alternatives, so that at least one can be selected for both the left and right columns.
    labelsarrayundefinedAn array with exactly two labels of string type to display as column headings (to the left and right of the alternatives) for responses on the criteria of interest.
    randomize_alternative_orderbooleanfalseIf true, the display order of alternatives is randomly determined at the start of the trial.
    preamblestringempty stringHTML formatted string to display at the top of the page above the maxdiff table.
    requiredbooleanfalseIf true, prevents the user from submitting the response and proceeding until a radio button in both the left and right response columns has been selected.
    button_labelstring'Continue'Label of the button.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the maxdiff table first appears on the screen until the subject's response.
    labelsobjectAn object with two keys, left and right, containing the labels (strings) corresponding to the left and right response columns. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    responseobjectAn object with two keys, left and right, containing the alternatives selected on the left and right columns. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-maxdiff@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-maxdiff.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-maxdiff
+
    
+
    import maxdiff from '@jspsych/plugin-maxdiff';
+
    
+
    Examples
    
+
    
+Basic example
+
    
+
    
+
    
+
    var maxdiff_page = {
+    type: jsPsychMaxdiff,
+    alternatives: ['apple', 'orange', 'pear', 'banana'],
+    labels: ['Most Preferred', 'Least Preferred'],
+    preamble: '<p> Please select your <b>most preferred</b> and <b>least preferred</b> fruits. </p>'
+};
+
    
+
    
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+    
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    Open demo in new tab
    
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\ No newline at end of file
diff --git a/7.3/plugins/mirror-camera/index.html b/7.3/plugins/mirror-camera/index.html
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+        mirror-camera - jsPsych
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+
    mirror-camera
    
+
    Current version: 0.0.1 See version history.
    
+
    This plugin shows a live feed of the participant's camera. It can be useful in experiments that need to record video in order to give the participant a chance to see what is in the view of the camera.
    
+
    You must initialize the camera using the initialize-camera plugin prior to running this plugin.
    
+
    
+
    Warning
    
+
    When recording from a camera your experiment will need to be running over https:// protocol. If you try to run the experiment locally using the file:// protocol or over http:// protocol you will not be able to access the camera because of potential security problems.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    prompthtml stringnullHTML-formatted content to display below the camera feed.
    widthintnullThe width of the video playback element. If left null then it will match the size of the recording.
    heightintnullThe height of the video playback element. If left null then it will match the size of the recording.
    button_labelstring"Continue"The label of the button to advance to the next trial.
    mirror_camerabooltrueWhether to mirror the video image.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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+
+
    NameTypeValue
    rtintThe length of time the participant viewed the video playback.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-mirror-camera@1.0.0"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-mirror-camera.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-mirror-camera
+
    
+
    import mirrorCamera from '@jspsych/plugin-mirror-camera';
+
    
+
    Examples
    
+
    
+Show the camera feed
+
    
+
    
+
    
+
    const init_camera = {
+    type: jsPsychInitializeCamera,
+}
+
+const mirror_camera = {
+    type: jsPsychMirrorCamera,
+}
+
    
+
    
+
    
+
    
+    
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+
    Open demo in new tab
    
+
    
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diff --git a/7.3/plugins/preload/index.html b/7.3/plugins/preload/index.html
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+  
+    
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+        preload - jsPsych
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+
    preload
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin loads images, audio, and video files. It is used for loading files into the browser's memory before they are needed in the experiment, in order to improve stimulus and response timing, and avoid disruption to the experiment flow. We recommend using this plugin anytime you are loading media files, and especially when your experiment requires large and/or many media files. See the Media Preloading page for more information.
    
+
    The preload trial will end as soon as all files have loaded successfully. The trial will end or stop with an error message when one of these two scenarios occurs (whichever comes first): (a) all files have not finished loading when the max_load_time duration is reached, or (b) all file requests have responded with either a load or fail event, and one or more files has failed to load. The continue_after_error parameter determines whether the trial will stop with an error message or end (allowing the experiment to continue) when preloading is not successful.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. While there are no specific parameters that are required, the plugin expects to be given a set of files to load through one or more of the following parameters: auto_preload or trials (for automatic loading), and/or images, audio, video (for manual loading). To automatically load files based on a timeline of trials, either set the auto_preload parameter is true (to load files based on the main timeline passed to jsPsych.run) or use the trials parameter to load files based on a specific subset of trials. To manually load a set of files, use the images, audio, and video parameters. You can combine automatic and manual loading methods in a single preload trial.
    
+
    All other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    auto_preloadbooleanfalseIf true, the plugin will preload any files that can be automatically preloaded based on the main experiment timeline that is passed to jsPsych.run. If false, any file(s) to be preloaded should be specified by passing a timeline array to the trials parameter and/or an array of file paths to the images, audio, and/or video parameters. Setting this parameter to false is useful when you plan to preload your files in smaller batches throughout the experiment.
    trialstimeline array[]An array containing one or more jsPsych trial or timeline objects. This parameter is useful when you want to automatically preload stimuli files from a specific subset of the experiment. See Creating an Experiment: The Timeline for information on constructing timelines.
    imagesarray[]Array containing file paths for one or more image files to preload. This option is typically used for image files that can't be automatically preloaded from the timeline.
    audioarray[]Array containing file paths for one or more audio files to preload. This option is typically used for audio files that can't be automatically preloaded from the timeline.
    videoarray[]Array containing file paths for one or more video files to preload. This option is typically used for video files that can't be automatically preloaded from the timeline.
    messageHTML stringnullHTML-formatted message to show above the progress bar while the files are loading. If null, then no message is shown.
    show_progress_barbooleantrueIf true, a progress bar will be shown while the files are loading. If false, no progress bar is shown.
    continue_after_errorbooleanfalseIf false, then the experiment will stop during this trial if either (a) one or more of the files fails to load, and/or (b) all files do not finish loading before the max_load_time duration is reached. The trial will display the error_message, as well as the detailed error messages if show_detailed_errors is true. If true, the experiment will continue even if loading fails or times out, and information about loading success/failure will be stored in the trial data (see "Data Generated" below).
    error_messageHTML string'The experiment failed to load.'HTML-formatted message to be shown on the page after loading fails or times out. Only applies when continue_after_error is false.
    show_detailed_errorsbooleanfalseIf true, and if continue_after_error is false, then a list of detailed errors will be shown below the error_message. This list will contain the file paths for any files that produced a loading failure, as well as a message indicating that loading timed out, if that was the case. This setting is intended to help the researcher with testing/debugging. If false, and if continue_after_error is false, then only the error_message will be shown if loading fails or times out.
    max_load_timenumericnullDuration to wait, in milliseconds, for all files to load before loading times out. If one or more files has not finished loading within this time limit, then the trial will stop with an error (if continue_after_error is false), or the trial will end with information about the loading time-out in the trial data (see "Data Generated" below). If null, the trial will wait indefinitely for all files to either load or produce an error.
    on_errorfunctionnullFunction to be called immediately after a file loading request has returned an error. The function receives a single argument, which is the file path that produced the error. This callback is cancelled as soon as the trial ends. See example below.
    on_successfunctionnullFunction to be called immediately after a file has successfully loaded. The function receives a single argument, which is the file path that finished loading. This callback is cancelled as soon as the trial ends. See example below.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
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+
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+
    NameTypeValue
    successbooleanIf true, then all files loaded successfully within the max_load_time. If false, then one or more file requests returned a failure and/or the file loading did not complete within the max_load_time duration.
    timeoutbooleanIf true, then the files did not finish loading within the max_load_time duration. If false, then the file loading did not timeout. Note that when the preload trial does not timeout (timeout: false), it is still possible for loading to fail (success: false). This happens if one or more files fails to load and all file requests trigger either a success or failure event before the max_load_time duration.
    failed_imagesarrayOne or more image file paths that produced a loading failure before the trial ended.
    failed_audioarrayOne or more audio file paths that produced a loading failure before the trial ended.
    failed_videoarrayOne or more video file paths that produced a loading failure before the trial ended.
    
+
    Simulation Mode
    
+
    In visual simulation mode, the plugin will run the trial as if the experiment was running normally. Specifying simulation_options.data will not work in visual mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-preload.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-preload
+
    
+
    import preload from '@jspsych/plugin-preload';
+
    
+
    Examples
    
+
    
+Automatically preloading based on other trials
+
    
+
    
+
    
+
    var preload = {
+    type: jsPsychPreload,
+    auto_preload: true
+}
+
+var trial_1 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_1.jpg',
+    choices: ['Next']
+}
+
+var trial_2 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_2.jpg',
+    choices: ['Next']
+}
+
+var trial_3 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_3.jpg',
+    choices: ['Next']
+}
+
    
+The stimulus parameter from the image-button-response trials will be automatically preloaded.
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Manually preloading an image
+
    
+
    
+
    
+
    var preload = {
+    type: jsPsychPreload,
+    images: ['img/sad_face_1.jpg']
+}
+
+var trial_1 = {
+    type: jsPsychHtmlButtonResponse,
+    stimulus: `
+        <p>Study this face</p>
+        <img src="img/sad_face_1.jpg"></img>
+    `,
+    choices: ['Next']
+}
+
    
+Because the image is embedded inside HTML from the html-button-response plugin, it will not be automatically preloaded. Instead we can preload manually.
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Loading files in batches
+
    
+
    
+
    
+
    var jsPsych = initJsPsych();
+
+var trial_1 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_1.jpg',
+    choices: ['Next']
+}
+
+var trial_2 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_2.jpg',
+    choices: ['Next']
+}
+
+var trial_3 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/happy_face_3.jpg',
+    choices: ['Next']
+}
+
+var block_1 = {
+    timeline: [trial_1, trial_2, trial_3]
+}
+
+var trial_4 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/sad_face_1.jpg',
+    choices: ['Next']
+}
+
+var trial_5 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/sad_face_2.jpg',
+    choices: ['Next']
+}
+
+var trial_6 = {
+    type: jsPsychImageButtonResponse,
+    stimulus: 'img/sad_face_3.jpg',
+    choices: ['Next']
+}
+
+var block_2 = {
+    timeline: [trial_4, trial_5, trial_6]
+}
+
+var preload_block_1 = {
+    type: jsPsychPreload,
+    trials: [block_1]
+}
+
+var preload_block_2 = {
+    type: jsPsychPreload,
+    trials: [block_2]
+}
+
+jsPsych.run([preload_block_1, block_1, preload_block_2, block_2])
+
    
+You can put trials using the preload plugin throughout your experiment to distribute when files are loaded. In the example above, there are two blocks of trials and the images for each are preloaded just before the corresponding block.
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Showing a detailed error message for debugging loading issues
+
    
+
    
+
    
+
    var preload = {
+    type: jsPsychPreload,
+    images: ['img/bad_file_path.png'],
+    show_detailed_errors: true
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    For more examples, see the jspsych-preload.html file in the /examples folder of the release and the Media Preloading documentation page.
    
+
+              
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\ No newline at end of file
diff --git a/7.3/plugins/reconstruction/index.html b/7.3/plugins/reconstruction/index.html
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+
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+  
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+        reconstruction - jsPsych
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+    
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+
    reconstruction
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin allows a subject to interact with a stimulus by modifying a parameter of the stimulus and observing the change in the stimulus in real-time.
    
+
    The stimulus must be defined through a function that returns an HTML-formatted string. The function should take a single value, which is the parameter that can be modified by the subject. The value can only range from 0 to 1. See the example at the bottom of the page for a sample function.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stim_functionfunctionundefinedA function with a single parameter that returns an HTML-formatted string representing the stimulus.
    starting_valuenumeric0.5The starting value of the stimulus parameter.
    step_sizenumeric0.05The change in the stimulus parameter caused by pressing one of the modification keys.
    key_increasestring'h'The key to press for increasing the parameter value.
    key_decreasestring'g'The key to press for decreasing the parameter value.
    button_labelstring'Continue'The text that appears on the button to finish the trial.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    start_valuenumericThe starting value of the stimulus parameter.
    final_valuenumericThe final value of the stimulus parameter.
    rtnumericThe length of time, in milliseconds, that the trial lasted.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-reconstruction@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-reconstruction.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-reconstruction
+
    
+
    import reconstruction from '@jspsych/plugin-reconstruction';
+
    
+
    Examples
    
+
    
+Make a block larger and smaller
+
    
+
    
+
    
+
    var sample_function = function(param){
+    var size = 50 + Math.floor(param*250);
+    var html = '<div style="display: block; margin: auto; height: 300px; width: 300px; position: relative;">'+
+    '<div style="display: block; position: absolute; top: '+(150 - size/2)+'px; left:'+(150 - size/2)+'px; background-color: #000000; '+
+    'width: '+size+'px; height: '+size+'px;"></div></div><p>Press "h" to make the square larger. Press "g" to make the square smaller.</p>'+
+    '<p>When the square is the same size as the previous one, click Continue.</p>';
+    return html;
+}
+
+var match_item = {
+    type: jsPsychHtmlKeyboardResponse,
+    stimulus: '<div style="display: block; margin: auto; height: 300px; width: 300px; position: relative;">'+
+    '<div style="display: block; position: absolute; top: '+(150 - 210/2)+'px; left:'+(150 - 210/2)+'px; background-color: #000000; '+
+    'width: 210px; height: 210px;"></div></div>',
+    choices: ['c'],
+    post_trial_gap: 1250,
+    prompt: '<p>Study the size of this square carefully. On the next screen you will have to recreate it. When you are ready, press "c".</p>'
+}
+
+var reconstruction = {
+    type: jsPsychReconstruction,
+    stim_function: sample_function,
+    starting_value: 0.5,
+}
+
    
+
    
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    Open demo in new tab
    
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\ No newline at end of file
diff --git a/7.3/plugins/resize/index.html b/7.3/plugins/resize/index.html
new file mode 100755
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--- /dev/null
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+        resize - jsPsych
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+
    resize
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin displays a resizable div container that allows the user to drag until the container is the same size as the item being measured. Once the user measures the item as close as possible, clicking the button sets a scaling factor for the div containing jsPsych content. This causes the stimuli that follow to have a known size, independent of monitor resolution.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    item_heightnumeric1The height of the item to be measured. Any units can be used as long as you are consistent with using the same units for all parameters.
    item_widthnumeric1The width of the item to be measured.
    pixels_per_unitnumeric100After the scaling factor is applied, this many pixels will equal one unit of measurement.
    promptstring''HTML content to display below the resizable box, and above the button.
    button_labelstring'Continue'Label to display on the button to complete calibration.
    starting_sizenumeric100The initial size of the box, in pixels, along the largest dimension. The aspect ratio will be set automatically to match the item width and height.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    final_width_pxnumericFinal width of the resizable div container, in pixels.
    scale_factornumericScaling factor that will be applied to the div containing jsPsych content.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-resize@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-resize.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-resize
+
    
+
    import resize from '@jspsych/plugin-resize';
+
    
+
    Examples
    
+
    
+Measuring a credit card and resizing the display to have 150 pixels equal an inch.
+
    
+
    
+
    
+
    var inputs = {
+    type: jsPsychResize,
+    item_width: 3 + 3/8,
+    item_height: 2 + 1/8,
+    prompt: "<p>Click and drag the lower right corner of the box until the box is the same size as a credit card held up to the screen.</p>",
+    pixels_per_unit: 150
+};
+
    
+
    
+
    
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+    
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+
    Open demo in new tab
    
+
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/same-different-html/index.html b/7.3/plugins/same-different-html/index.html
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+  
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+        same-different-html - jsPsych
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+
    same-different-html
    
+
    Current version: 1.1.1. See version history.
    
+
    The same-different-html plugin displays two stimuli sequentially. Stimuli are HTML objects. The subject responds using the keyboard, and indicates whether the stimuli were the same or different. Same does not necessarily mean identical; a category judgment could be made, for example.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimuliarrayundefinedA pair of stimuli, represented as an array with two entries, one for each stimulus. A stimulus is a string containing valid HTML markup. Stimuli will be shown in the order that they are defined in the array.
    answerstringundefinedEither 'same' or 'different'.
    same_keystring'q'The key that subjects should press to indicate that the two stimuli are the same.
    different_keystring'p'The key that subjects should press to indicate that the two stimuli are different.
    first_stim_durationnumeric1000How long to show the first stimulus for in milliseconds. If the value of this parameter is null then the stimulus will be shown until the subject presses any key.
    gap_durationnumeric500How long to show a blank screen in between the two stimuli.
    second_stim_durationnumeric1000How long to show the second stimulus for in milliseconds. If the value of this parameter is null then the stimulus will be shown until the subject responds.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    stimulusarrayAn array of length 2 containing the HTML-formatted content that the subject saw for each trial. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the second stimulus first appears on the screen until the subject's response.
    correctbooleantrue if the subject's response matched the answer for this trial.
    answerstringThe correct answer to the trial, either 'same' or 'different'.
    
+
    Additionally, if first_stim_duration is  null, then the following data is also collected:
    
+
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    NameTypeValue
    rt_stim1numericThe response time in milliseconds for the subject to continue after the first stimulus. The time is measured from when the first stimulus appears on the screen until the subject's response.
    response_stim1stringIndicates which key the subject pressed to continue.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-same-different-html@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-same-different-html.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-same-different-html
+
    
+
    import sameDifferentHtml from '@jspsych/plugin-same-different-html';
+
    
+
    Examples
    
+
    
+Two text choices
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSameDifferentHtml,
+  stimuli: [
+    '<p style="font-size:30px;">Climbing</p>', 
+    '<p style="font-size:30px;">Walking</p>'
+  ],
+  prompt: `<p>Press 's' if the activities require the same amount of physical exertion.</p>
+    <p>Press 'd' if the activities require different amount of physical exertion.</p>`,
+  same_key: 's',
+  different_key: 'd',
+  first_stim_duration: 800,
+  answer: 'different'
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
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+        
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/same-different-image/index.html b/7.3/plugins/same-different-image/index.html
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+
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+    
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+        
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+    
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+        same-different-image - jsPsych
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+    
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+    
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+
+
    same-different-image
    
+
    Current version: 1.1.1. See version history.
    
+
    The same-different-image plugin displays two stimuli sequentially. Stimuli are images. The subject responds using the keyboard, and indicates whether the stimuli were the same or different. Same does not necessarily mean identical; a category judgment could be made, for example.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    stimuliarrayundefinedA pair of stimuli, represented as an array with two entries, one for each stimulus. The stimulus is a path to an image file. Stimuli will be shown in the order that they are defined in the array.
    answerstringundefinedEither 'same' or 'different'.
    same_keystring'q'The key that subjects should press to indicate that the two stimuli are the same.
    different_keystring'p'The key that subjects should press to indicate that the two stimuli are different.
    first_stim_durationnumeric1000How long to show the first stimulus for in milliseconds. If the value of this parameter is null then the stimulus will be shown until the subject presses any key.
    gap_durationnumeric500How long to show a blank screen in between the two stimuli.
    second_stim_durationnumeric1000How long to show the second stimulus for in milliseconds. If the value of this parameter is null then the stimulus will be shown until the subject responds.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
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    NameTypeValue
    stimulusarrayAn array of length 2 containing the paths to the image files that the subject saw for each trial. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the second stimulus first appears on the screen until the subject's response.
    correctbooleantrue if the subject's response matched the answer for this trial.
    answerstringThe correct answer to the trial, either 'same' or 'different'.
    
+
    Additionally, if first_stim_duration is  null, then the following data is also collected:
    
+
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    NameTypeValue
    rt_stim1numericThe response time in milliseconds for the subject to continue after the first stimulus. The time is measured from when the first stimulus appears on the screen until the subject's response.
    response_stim1stringIndicates which key the subject pressed to continue.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-same-different-image@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-same-different-image.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-same-different-image
+
    
+
    import sameDifferentImage from '@jspsych/plugin-same-different-image';
+
    
+
    Examples
    
+
    
+Identifying emotional expressions
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSameDifferentImage,
+  stimuli: [
+    'img/happy_face_1.jpg', 
+    'img/sad_face_3.jpg'
+  ],
+  prompt: `<p>Press s if the faces had the same emotional expression.</p>
+    <p>Press d if the faces had different emotional expressions.</p>`,
+  same_key: 's',
+  different_key: 'd',
+  first_stim_duration: 800,
+  answer: 'different'
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
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+    
    
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+      
    
+    
    
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/serial-reaction-time-mouse/index.html b/7.3/plugins/serial-reaction-time-mouse/index.html
new file mode 100755
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+
+
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+    
+      
+      
+      
+      
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+        
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+      
+    
+    
+      
+        serial-reaction-time-mouse - jsPsych
+      
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+    
+  
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+
+
    serial-reaction-time-mouse
    
+
    Current version: 1.1.1. See version history.
    
+
    The serial reaction time mouse plugin implements a generalized version of the SRT task (Nissen & Bullmer, 1987). Squares are displayed in a grid-based system on the screen, and one square changes color. The participant must click on the square that changes color.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    targetarrayundefinedThe location of the target. The array should be the [row, column] of the target.
    gridarray[[1,1,1,1]]This array represents the grid of boxes shown on the screen. Each inner array represents a single row. The entries in the inner arrays represent the columns. If an entry is 1 then a square will be drawn at that location on the grid. If an entry is 0 then the corresponding location on the grid will be empty. Thus, by mixing 1s and 0s it is possible to create many different grid-based arrangements.
    grid_square_sizenumeric100The width and height in pixels of each square in the grid.
    target_colorhex color code#999The color of the target square.
    response_ends_trialbooleantrueIf true, the trial ends after a mouse click. Feedback is displayed if show_response_feedback is true.
    pre_target_durationnumeric0The number of milliseconds to display the grid before the target changes color.
    trial_durationnumericnullThe maximum length of time of the trial, not including feedback.
    fade_durationnumericnullIf a positive number, the target will progressively change color at the start of the trial, with the transition lasting this many milliseconds.
    allow_nontarget_responsesbooleanfalseIf true, the user can make nontarget response.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which keys to press).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    gridarrayThe grid representation. Each inner array represents a single row. The entries in the inner arrays represent the columns. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    targetarrayThe [row, column] target location on the grid. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the second stimulus first appears on the screen until the subject's response.
    responsearrayThe [row, column] response location on the grid. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    correctbooleanWhether the response location matches the target location (true) or not (false).
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-serial-reaction-time-mouse@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-serial-reaction-time-mouse.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-serial-reaction-time-mouse
+
    
+
    import serialReactionTimeMouse from '@jspsych/plugin-serial-reaction-time-mouse';
+
    
+
    Examples
    
+
    
+A classic version of the SRT
+
    
+
    
+
    
+
    var grid = [
+  [1,1,1,1]
+]
+
+var trial_1 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [0,0]
+}
+var trial_2 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [0,1]
+}
+var trial_3 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [0,2]
+}
+var trial_4 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [0,3]
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+A 2x2 grid with extra space and different colors
+
    
+
    
+
    
+
    var grid = [
+  [1,0,1],
+  [0,0,0],
+  [1,0,1]
+]
+
+var trial_1 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [0,0],
+  target_color: '#006738'
+}
+var trial_2 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [0,2],
+  target_color: '#F78F1E'
+}
+var trial_3 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [2,2],
+  target_color: '#13B24B'
+}
+var trial_4 = {
+  type: jsPsychSerialReactionTimeMouse,
+  grid: grid,
+  target: [2,0],
+  target_color: '#E74921'
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
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+        
    
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+      
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+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/serial-reaction-time/index.html b/7.3/plugins/serial-reaction-time/index.html
new file mode 100755
index 00000000..5a20e04b
--- /dev/null
+++ b/7.3/plugins/serial-reaction-time/index.html
@@ -0,0 +1,2326 @@
+
+
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+  
+    
+      
+      
+      
+      
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+        
+      
+      
+      
+    
+    
+      
+        serial-reaction-time - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
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+    
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+            
    
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+  
+    
+  
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+
+
+
    serial-reaction-time
    
+
    Current version: 1.1.1. See version history.
    
+
    The serial reaction time plugin implements a generalized version of the SRT task (Nissen & Bullemer, 1987). Squares are displayed in a grid-based system on the screen, and one square changes color. The participant presses a key that corresponds to the darkened key. Feedback is optionally displayed, showing the participant which square the key they pressed matches.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    targetarrayundefinedThe location of the target. The array should be the [row, column] of the target.
    gridarray[[1,1,1,1]]This array represents the grid of boxes shown on the screen. Each inner array represents a single row. The entries in the inner arrays represent the columns. If an entry is 1 then a square will be drawn at that location on the grid. If an entry is 0 then the corresponding location on the grid will be empty. Thus, by mixing 1s and 0s it is possible to create many different grid-based arrangements.
    choicesarray of strings[['3','5','7','9']]The dimensions of this array must match the dimensions of grid. Each entry in this array is the key that should be pressed for that corresponding location in the grid. Entries can be left blank if there is no key associated with that location of the grid.
    grid_square_sizenumeric100The width and height in pixels of each square in the grid.
    target_colorhex color code#999The color of the target square.
    response_ends_trialbooleantrueIf true, the trial ends after a key press. Feedback is displayed if show_response_feedback is true.
    pre_target_durationnumeric0The number of milliseconds to display the grid before the target changes color.
    trial_durationnumericnullThe maximum length of time of the trial, not including feedback.
    show_response_feedbackbooleanfalseIf true, show feedback indicating where the user responded and whether it was correct.
    feedback_durationnumeric200The length of time in milliseconds to show the feedback.
    fade_durationnumericnullIf a positive number, the target will progressively change color at the start of the trial, with the transition lasting this many milliseconds.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which keys to press).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
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    NameTypeValue
    gridarrayThe representation of the grid. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    targetarrayThe representation of the target location on the grid. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the second stimulus first appears on the screen until the subject's response.
    correctbooleantrue if the subject's response matched the target.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-serial-reaction-time@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-serial-reaction-time.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-serial-reaction-time
+
    
+
    import serialReactionTime from '@jspsych/plugin-serial-reaction-time';
+
    
+
    Examples
    
+
    
+A classic SRT
+
    
+
    
+
    
+
    var instructions = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: '<p>Use the S, F, H, and K keys to respond.</p>',
+  choices: ['Continue']
+}
+
+var grid = [
+  [1,1,1,1]
+]
+
+var response_map = [
+  ['s','f','h','k']
+]
+
+var trial_1 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [0,0]
+}
+var trial_2 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [0,1]
+}
+var trial_3 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [0,2]
+}
+var trial_4 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [0,3]
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+2x2 grid with feedback
+
    
+
    
+
    
+
    var instructions = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: '<p>Use the R, I, V, and M keys to respond.</p>',
+  choices: ['Continue']
+}
+
+var grid = [
+  [1,1],
+  [1,1]
+]
+
+var response_map = [
+  ['r','i'],
+  ['v','m']
+]
+
+var trial_1 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [0,0],
+  show_response_feedback: true,
+  feedback_duration: 500
+}
+var trial_2 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [0,1],
+  show_response_feedback: true,
+  feedback_duration: 500
+}
+var trial_3 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [1,1],
+  show_response_feedback: true,
+  feedback_duration: 500
+}
+var trial_4 = {
+  type: jsPsychSerialReactionTime,
+  grid: grid,
+  choices: response_map,
+  target: [1,0],
+  show_response_feedback: true,
+  feedback_duration: 500
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
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+      
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/sketchpad/index.html b/7.3/plugins/sketchpad/index.html
new file mode 100755
index 00000000..7bedb940
--- /dev/null
+++ b/7.3/plugins/sketchpad/index.html
@@ -0,0 +1,2411 @@
+
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+    
+      
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+        sketchpad - jsPsych
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+
+
    sketchpad
    
+
    Current version: 1.0.2. See version history.
    
+
    This plugin creates an interactive canvas that the participant can draw on using their mouse or touchscreen.
+It can be used for sketching tasks, like asking the participant to draw a particular object.
+It can also be used for some image segmentation or annotation tasks by setting the background_image parameter to render an image on the canvas.
    
+
    The plugin stores a base 64 data URL representation of the final image. 
+This can be converted to an image file using online tools or short programs in R, python, or another language of your choice. 
+It also records all of the individual strokes that the participant made during the trial.
    
+
    
+
    Warning
    
+
    This plugin generates a lot of data. Each trial can easily add 500kb+ of data to a final JSON output. 
+You can reduce the amount of data generated by turning off storage of the individual stroke data (save_strokes: false) or storage of the final image (save_final_image: false) if your use case doesn't require that information.
+If you are going to be collecting a lot of data with this plugin you may want to save your data to your server after each trial and not wait until the end of the experiment to perform a single bulk upload. 
+You can do this by putting data saving code inside the on_data_update event handler.
    
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. 
    
+
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    ParameterTypeDefault ValueDescription
    canvas_shape"rectangle" or "circle""rectangle"The shape of the canvas element.
    canvas_widthint500Width of the canvas in pixels when canvas_shape is "rectangle"
    canvas_heightint500Height of the canvas in pixels when canvas_shape is "rectangle"
    canvas_diameterint500Diameter of the canvas in pixels when canvas_shape is "circle"
    canvas_border_widthint0Width of the canvas border
    canvas_border_colorstring"#000"Color of the canvas border
    background_imageimage pathnullPath to an image to render as the background of the canvas
    background_colorstring"#fff"Color of the canvas background. Note that a background_image will render on top of the color.
    stroke_widthint2Width of the stroke on the canvas
    stroke_colorstring"#000"Color of the stroke on the canvas
    stroke_color_palettearray of strings[]Array of colors to render as a palette of choices for stroke color. Clicking on the corresponding color button will change the stroke color.
    promptstringnullHTML content to render on the screen.
    prompt_location"abovecanvas" or "belowcanvas" or "belowbutton""abovecanvas"The location to render the prompt content.
    save_final_imagebooltrueWhether to save the final image in the data as a base64 encoded data URL.
    save_strokesbooltrueWhether to save the individual stroke data that generated the final image.
    key_to_drawkey stringnullIf this key is held down then it is like the mouse button being held down. The "ink" will flow when the button is held and stop when it is lifted. Pass in the string representation of the key, e.g., 'a' for the A key or ' ' for the spacebar.
    show_finished_buttonbooltrueWhether to show the button that ends the trial.
    finished_button_labelstring"Finished"The label for the button that ends the trial.
    show_clear_buttonbooltrueWhether to show the button that clears the entire drawing.
    clear_button_labelstring"Clear"The label for the button that clears the entire drawing.
    show_undo_buttonbooltrueWhether to show the button that enables an undo action.
    undo_button_labelstring"Undo"The label for the button that enables an undo action.
    show_redo_buttonbooltrueWhether to show the button that enables a redo action. Note that show_undo_button must be true for the redo button to show up.
    redo_button_labelstring"Redo"The label for the button that enables a redo action.
    choicesarray of keys"NO_KEYS"This array contains the key(s) that the subject is allowed to press in order to end the trial. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "NO_KEYS" means that no keys will be accepted as valid responses. Specifying "ALL_KEYS" will mean that all responses are allowed.
    trial_durationintnullLength of time before the trial ends. If null the trial will continue indefinitely (until another way of ending the trial occurs).
    show_countdown_trial_durationboolfalseWhether to show a timer that counts down until the end of the trial when trial_duration is not null.
    countdown_timer_htmlstring'<span id="sketchpad-timer"></span> remaining'The HTML to use for rendering the countdown timer. The element with id="sketchpad-timer" will have its content replaced by a countdown timer in the format MM:SS.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    rtintThe length of time from the start of the trial to the end of the trial.
    responsestringIf the trial was ended by clicking the finished button, then "button". If the trial was ended by pressing a key, then the key that was pressed. If the trial timed out, then null.
    pngbase64 data URL stringIf save_image is true, then this will contain the base64 encoded data URL for the image, in png format.
    strokesarray of stroke objectsIf save_strokes is true, then this will contain an array of stroke objects. Objects have an action property that is either "start", "move", or "end". If action is "start" or "move" it will have an x and y property that report the coordinates of the action relative to the upper-left corner of the canvas. If action is "start" then the object will also have a t and color property, specifying the time of the action relative to the onset of the trial (ms) and the color of the stroke. If action is "end" then it will only have a t property.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-sketchpad@1.0.2"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-sketchpad.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-sketchpad
+
    
+
    import sketchpad from '@jspsych/plugin-sketchpad';
+
    
+
    Examples
    
+
    
+Basic sketchpad with a prompt
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSketchpad,
+  prompt: '<p>Draw an apple!</p>',
+  prompt_location: 'abovecanvas',
+  canvas_width: 300,
+  canvas_height: 300,
+  canvas_border_width: 2
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Image segmentation with different colors
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSketchpad,
+  prompt: '<p style="width:380px">Circle the mouth using red. Circle the eyes using blue.</p>',
+  prompt_location: 'abovecanvas',
+  stroke_color_palette: ['red', 'blue'],
+  stroke_color: 'red',
+  background_image: 'img/sad_face_4.jpg',
+  canvas_width: 380,
+  canvas_height: 252
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Draw an image in a time limit, then display the image and ask for a label.
+
    
+
    
+
    
+
    var draw = {
+  type: jsPsychSketchpad,
+  prompt: '<p>Draw the first animal that comes to mind. You have 30 seconds!</p>',
+  prompt_location: 'belowcanvas',
+  trial_duration: 30000,
+  show_countdown_trial_duration: true,
+}
+
+var label = {
+  type: jsPsychSurveyText,
+  preamble: () => {
+    var imageData = jsPsych.data.get().last(1).values()[0].png;
+    return `<img src="${imageData}"></img>`;
+  },
+  questions: [
+    {prompt: 'What animal did you draw?'}
+  ]
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/survey-html-form/index.html b/7.3/plugins/survey-html-form/index.html
new file mode 100755
index 00000000..ae5dfa9a
--- /dev/null
+++ b/7.3/plugins/survey-html-form/index.html
@@ -0,0 +1,2217 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        survey-html-form - jsPsych
+      
+    
+    
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+            
    
+              
+                
+  
+    
+  
+
+
+
+
    survey-html-form
    
+
    Current version: 1.0.1. See version history.
    
+
    The survey-html-form plugin displays a set of <inputs> from a HTML string. The type of input can be freely chosen, for a list of possible input types see the MDN page on inputs. The subject provides answers to the input fields.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
+
+
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+
    ParameterTypeDefault ValueDescription
    htmlstringundefinedHTML formatted string containing all the input elements to display. Every element has to have its own distinctive name attribute. The <form> tag must not be included and is generated by the plugin. This string can contain other HTML elements besides the input fields.
    preamblestringempty stringHTML formatted string to display at the top of the page above all the questions.
    button_labelstring'Continue'The text that appears on the button to finish the trial.
    dataAsArraybooleanfalseRetrieve the data as an array e.g. [{name: "INPUT_NAME", value: "INPUT_VALUE"}, ...] instead of an object e.g. {INPUT_NAME: INPUT_VALUE, ...}. This might be useful if you omit naming your inputs.
    autofocusstringempty stringThe HTML element ID of a form field to autofocus on. The focused element is the element that will receive keyboard events. For elements like <input type="text"> or <textbox>, autofocus means that the cursor will appear in the text input area when the trial loads.
    autocompletebooleanfalseThis determines whether or not all of the input elements on the page should allow autocomplete. Setting this to true will enable autocomplete or auto-fill for the form.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    NameTypeValue
    responseobjectAn object containing the response for each input. The object will have a separate key (variable) for the response to each input, with each variable being named after its corresponding input element. Each response is a string containing whatever the subject answered for this particular input. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to make a response.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-survey-html-form@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-survey-html-form.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-survey-html-form
+
    
+
    import surveyHtmlForm from '@jspsych/plugin-survey-html-form';
+
    
+
    Examples
    
+
    
+Fill in the blanks
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyHtmlForm,
+  preamble: '<p>How are you feeling <b>right now?</b></p>',
+  html: '<p> I am feeling <input name="first" type="text" />, <input name="second" type="text" />, and <input name="third" type="text" />.</p>'
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Using the autofocus parameter
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyHtmlForm,
+  preamble: '<p>What is your favorite bird?</p>',
+  html: '<p>My favorite bird is <input type="text" id="test-resp-box" name="response" size="10" /></p>',
+  autofocus: 'test-resp-box'
+};
+
    
+In this example, the browser will focus on the element with the ID test-resp-box when the trial loads. For <input type="text"> elements, this means that the cursor will appear inside the text box.
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/survey-likert/index.html b/7.3/plugins/survey-likert/index.html
new file mode 100755
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--- /dev/null
+++ b/7.3/plugins/survey-likert/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        survey-likert - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
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+    
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+            
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+            
    
+              
+                
+  
+    
+  
+
+
+
+
    survey-likert
    
+
    Current version: 1.1.1. See version history.
    
+
    The survey-likert plugin displays a set of questions with Likert scale responses. The subject responds by selecting a radio button.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
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+
+
    ParameterTypeDefault ValueDescription
    questionsarrayundefinedAn array of objects, each object represents a question that appears on the screen. Each object contains a prompt, labels and required parameter that will be applied to the question. See examples below for further clarification.prompt: Type string, default value is undefined. The strings are the question that will be associated with a slider. labels: Type array, default value is undefined. Each array element is an array of strings. The innermost arrays contain a set of labels to display for an individual question. If you want to use blank responses and only label the end points or some subset of the options, just insert a blank string for the unlabeled responses.required: Type boolean, default value is false. Makes answering questions required. name: Name of the question. Used for storing data. If left undefined then default names (Q0, Q1, ...) will be used for the questions.
    randomize_question_orderbooleanfalseIf true, the display order of questions is randomly determined at the start of the trial. In the data object, Q0 will still refer to the first question in the array, regardless of where it was presented visually.
    preamblestringempty stringHTML formatted string to display at the top of the page above all the questions.
    scale_widthnumericnullThe width of the likert scale in pixels. If left null, then the width of the scale will be equal to the width of the widest content on the page.
    button_labelstring'Continue'Label of the button.
    autocompletebooleanfalseThis determines whether or not all of the input elements on the page should allow autocomplete. Setting this to true will enable autocomplete or auto-fill for the form.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    NameTypeValue
    responseobjectAn object containing the response for each question. The object will have a separate key (variable) for each question, with the first question in the trial being recorded in Q0, the second in Q1, and so on. The responses are recorded as integers, representing the position selected on the likert scale for that question. If the name parameter is defined for the question, then the response object will use the value of name as the key for each question. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the questions first appear on the screen until the subject's response(s) are submitted.
    question_orderarrayAn array with the order of questions. For example [2,0,1] would indicate that the first question was trial.questions[2] (the third item in the questions parameter), the second question was trial.questions[0], and the final question was trial.questions[1]. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-survey-likert@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-survey-likert.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-survey-likert
+
    
+
    import surveyLikert from '@jspsych/plugin-survey-likert';
+
    
+
    Examples
    
+
    
+Single Question
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyLikert,
+  questions: [
+    {
+      prompt: "I like vegetables.", 
+      labels: [
+        "Strongly Disagree", 
+        "Disagree", 
+        "Neutral", 
+        "Agree", 
+        "Strongly Agree"
+      ]
+    }
+  ]
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Multiple questions in a random order
+
    
+
    
+
    
+
    var likert_scale = [
+  "Strongly Disagree", 
+  "Disagree", 
+  "Neutral", 
+  "Agree", 
+  "Strongly Agree"
+];
+
+var trial = {
+  type: jsPsychSurveyLikert,
+  questions: [
+    {prompt: "I like vegetables.", name: 'Vegetables', labels: likert_scale},
+    {prompt: "I like fruit.", name: 'Fruit', labels: likert_scale},
+    {prompt: "I like meat.", name: 'Meat', labels: likert_scale},
+  ],
+  randomize_question_order: true
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/survey-multi-choice/index.html b/7.3/plugins/survey-multi-choice/index.html
new file mode 100755
index 00000000..c5388af7
--- /dev/null
+++ b/7.3/plugins/survey-multi-choice/index.html
@@ -0,0 +1,2224 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        survey-multi-choice - jsPsych
+      
+    
+    
+      
+      
+        
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+            
    
+              
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+  
+    
+  
+
+
+
+
    survey-multi-choice
    
+
    Current version: 1.1.1. See version history.
    
+
    The survey-multi-choice plugin displays a set of questions with multiple choice response fields. The subject selects a single answer.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
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+
    ParameterTypeDefault ValueDescription
    questionsarrayundefinedAn array of objects, each object represents a question that appears on the screen. Each object contains a prompt, options, required, and horizontal parameter that will be applied to the question. See examples below for further clarification.prompt: Type string, default value is undefined. The string is prompt/question that will be associated with a group of options (radio buttons). All questions will get presented on the same page (trial).options: Type array, defualt value is undefined. An array of strings. The array contains a set of options to display for an individual question.required: Type boolean, default value is null. The boolean value indicates if a question is required('true') or not ('false'), using the HTML5 required attribute. If this parameter is undefined, the question will be optional. horizontal:Type boolean, default value is false. If true, then the question is centered and the options are displayed horizontally. name: Name of the question. Used for storing data. If left undefined then default names (Q0, Q1, ...) will be used for the questions.
    randomize_question_orderbooleanfalseIf true, the display order of questions is randomly determined at the start of the trial. In the data object, Q0 will still refer to the first question in the array, regardless of where it was presented visually.
    preamblestringempty stringHTML formatted string to display at the top of the page above all the questions.
    button_labelstring'Continue'Label of the button.
    autocompletebooleanfalseThis determines whether or not all of the input elements on the page should allow autocomplete. Setting this to true will enable autocomplete or auto-fill for the form.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
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+
+
+
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+
+
+
    NameTypeValue
    responseobjectAn object containing the response for each question. The object will have a separate key (variable) for each question, with the first question in the trial being recorded in Q0, the second in Q1, and so on. The responses are recorded as the name of the option label selected (string). If the name parameter is defined for the question, then the response object will use the value of name as the key for each question. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the questions first appear on the screen until the subject's response(s) are submitted.
    question_orderarrayAn array with the order of questions. For example [2,0,1] would indicate that the first question was trial.questions[2] (the third item in the questions parameter), the second question was trial.questions[0], and the final question was trial.questions[1]. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-survey-multi-choice@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-survey-multi-choice.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-survey-multi-choice
+
    
+
    import surveyMultiChoice from '@jspsych/plugin-survey-multi-choice';
+
    
+
    Examples
    
+
    
+Vertical Question Alignment
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyMultiChoice,
+  questions: [
+    {
+      prompt: "Which of the following do you like the most?", 
+      name: 'VegetablesLike', 
+      options: ['Tomato', 'Cucumber', 'Eggplant', 'Corn', 'Peas'], 
+      required: true
+    }, 
+    {
+      prompt: "Which of the following do you like the least?", 
+      name: 'FruitDislike', 
+      options: ['Apple', 'Banana', 'Orange', 'Grape', 'Strawberry'], 
+      required: false
+    }
+  ],
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Horizontal Question Alignment
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyMultiChoice,
+  questions: [
+    {
+      prompt: "Which of the following do you like the most?", 
+      name: 'VegetablesLike', 
+      options: ['Tomato', 'Cucumber', 'Eggplant', 'Corn', 'Peas'], 
+      required: true,
+      horizontal: true
+    }, 
+    {
+      prompt: "Which of the following do you like the least?", 
+      name: 'FruitDislike', 
+      options: ['Apple', 'Banana', 'Orange', 'Grape', 'Strawberry'], 
+      required: false,
+      horizontal: true
+    }
+  ],
+};
+
    
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+        survey-multi-select - jsPsych
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+
    survey-multi-select
    
+
    Current version: 1.1.1. See version history.
    
+
    The survey-multi-select plugin displays a set of questions with multiple select response fields. The subject could select multiple answers.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    questionsarrayundefinedAn array of objects, each object represents a question that appears on the screen. Each object contains a prompt, options and horizontal parameter that will be applied to the question. See examples below for further clarification.prompt: Type string, default value of undefined. The string is the prompt/question that will be associated with a group of options (check boxes). All questions will get presented on the same page (trial).options: Type array, default value of undefined. The array contains a set of options to display for an individual question.horizontal: Type boolean, default value of false. If true, the questions are centered and options are displayed horizontally. required: Type boolean, default value of true. If true, then at least one option must be selected. name: Name of the question. Used for storing data. If left undefined then default names (Q0, Q1, ...) will be used for the questions.
    randomize_question_orderbooleanfalseIf true, the display order of questions is randomly determined at the start of the trial. In the data object, Q0 will still refer to the first question in the array, regardless of where it was presented visually.
    preamblestringempty stringHTML formatted string to display at the top of the page above all the questions.
    button_labelstring'Continue'Label of the button.
    required_messagestring'You must choose at least one response for this question'Message to display if required response is not given.
    autocompletebooleanfalseThis determines whether or not all of the input elements on the page should allow autocomplete. Setting this to true will enable autocomplete or auto-fill for the form.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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+
    NameTypeValue
    responseobjectAn object containing the response for each question. The object will have a separate key (variable) for each question, with the first question in the trial being recorded in Q0, the second in Q1, and so on. For each question, the responses are recorded as arrays containing any response options that were selected (strings). If the name parameter is defined for the question, then the response object will use the value of name as the key for each question. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the questions first appear on the screen until the subject's response(s) were submitted.
    question_orderarrayAn array with the order of questions. For example [2,0,1] would indicate that the first question was trial.questions[2] (the third item in the questions parameter), the second question was trial.questions[0], and the final question was trial.questions[1]. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-survey-multi-select@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-survey-multi-select.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-survey-multi-select
+
    
+
    import surveyMultiSelect from '@jspsych/plugin-survey-multi-select';
+
    
+
    Examples
    
+
    
+Multiple Questions on a Page
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyMultiSelect,
+  questions: [
+    {
+      prompt: "Which of these colors do you like?", 
+      options: ["Red", "Yellow", "Green", "Blue", "Black"], 
+      horizontal: true,
+      required: true,
+      name: 'Colors'
+    }, 
+    {
+      prompt: "Which of these foods do you like?", 
+      options: ["Apples", "Bananas", "Carrots", "Donuts", "Eggplant"], 
+      horizontal: true,
+      required: true,
+      name: 'Foods'
+    }
+  ], 
+  randomize_question_order: true
+};
+
    
+
    
+
    
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+  
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+
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+
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diff --git a/7.3/plugins/survey-text/index.html b/7.3/plugins/survey-text/index.html
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+        survey-text - jsPsych
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    survey-text
    
+
    Current version: 1.1.1. See version history.
    
+
    The survey-text plugin displays a set of questions with free response text fields. The subject types in answers.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    questionsarrayundefinedAn array of objects, each object represents a question that appears on the screen. Each object contains a prompt, placeholder, required, rows, and columns parameter that will be applied to the question. See examples below for further clarification. prompt: Type string, default value of undefined. The string is the prompt for the subject to respond to. Each question gets its own response field. placeholder: Type string, default value of "". The string will create placeholder text in the text field. required: Boolean; if true then the user must enter a response to submit. rows: Type integer, default value of 1. The number of rows for the response text box. columns: Type integer, default value of 40. The number of columns for the response text box. name: Name of the question. Used for storing data. If left undefined then default names (Q0, Q1, ...) will be used for the questions.
    randomize_question_orderbooleanfalseIf true, the display order of questions is randomly determined at the start of the trial. In the data object, Q0 will still refer to the first question in the array, regardless of where it was presented visually.
    preamblestringempty stringHTML formatted string to display at the top of the page above all the questions.
    button_labelstring'Continue'The text that appears on the button to finish the trial.
    autocompletebooleanfalseThis determines whether or not all of the input elements on the page should allow autocomplete. Setting this to true will enable autocomplete or auto-fill for the form.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responseobjectAn object containing the response for each question. The object will have a separate key (variable) for each question, with the first question in the trial being recorded in Q0, the second in Q1, and so on. For each question, the response is a string containing whatever text was in the response box when the responses were submitted. If the name parameter is defined for the question, then the response object will use the value of name as the key for each question. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the questions first appear on the screen until the subject's response(s) were submitted.
    question_orderarrayAn array with the order of questions. For example [2,0,1] would indicate that the first question was trial.questions[2] (the third item in the questions parameter), the second question was trial.questions[0], and the final question was trial.questions[1]. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-survey-text@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-survey-text.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-survey-text
+
    
+
    import surveyText from '@jspsych/plugin-survey-text';
+
    
+
    Examples
    
+
    
+Single question and response
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyText,
+  questions: [
+    {prompt: 'How old are you?'}
+  ]
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Multiple questions, with an optional placeholder and a required question
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyText,
+  questions: [
+    {prompt: 'What is your date of birth?', placeholder: 'mm/dd/yyyy', required: true},
+    {prompt: 'What country do you currently live in?'}
+  ]
+}
+
    
+
    
+
    
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+  
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+
    Open demo in new tab
    
+
    
+
    
+Naming questions to improve readability of the stored data
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyText,
+  questions: [
+    {prompt: 'What did you eat for breakfast?', name: 'Breakfast'},
+    {prompt: 'What did you eat for lunch?', name: 'Lunch'}
+  ]
+}
+
    
+
    
+
    
+
    
+  
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+
    
+
    Open demo in new tab
    
+
    
+
    
+Using the preamble and a longer textbox response
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurveyText,
+  preamble: `<img src="img/navarro_burst_03.jpg" style="width:400px;"></img>`,
+  questions: [
+    {prompt: 'Describe your reaction to the image above', rows: 5}
+  ]
+}
+
    
+
    The artwork in this demo is by Danielle Navarro
    
+
    
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diff --git a/7.3/plugins/survey/index.html b/7.3/plugins/survey/index.html
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+        survey - jsPsych
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    survey
    
+
    Current version: 0.2.0. See version history.
    
+
    The survey plugin displays one or more questions of different types, on one or more pages that the participant can navigate. This plugin is built on top of the SurveyJS library.
    
+
    The supported question types are: 
    
+
      
+
    • "drop-down" for presenting a question with a limited set of options in a drop-down menu. The participant can only select one option. 
      • 
+
    • "likert" for presenting a prompt along with a discrete rating scale.
      • 
+
    • "likert-table" for presenting a prompt along with a table of statements/questions (rows) and repeated response options for each statement/question (columns).
      • 
+
    • "multi-choice" for presenting a question with a limited set of options. The participant can only select one option.
      • 
+
    • "multi-select" for presenting a question with a limited set of options. The participant can select multiple options.
      • 
+
    • "ranking" for presenting a question with a limited set of options, where participants respond by dragging and dropping (ordering/ranking) the options.
      • 
+
    • "text" for presenting a question with a free response text field in which the participant can type in an answer.
      • 
+
    
+
    There is also an "html" type for adding arbitrary HTML-formatted content (without any associated response field) in the question set.
    
+
    
+
    Warning
    
+
    Development on this plugin is ongoing and we plan to incorporate more of the features that SurveyJS provides. Prior to release of version 1.0 of the plugin, we expect the parameters and implementation of this plugin to change. We recommend performing a little bit of extra testing with any experiments that utilize this plugin. 
    
+
    
+
    CSS
    
+
    This plugin uses an additional stylesheet called survey.css. You can load it via: 
    
+
    <link rel="stylesheet" href="https://unpkg.com/@jspsych/plugin-survey@0.2.0/css/survey.css">
+
    
+
    If you are using a bundler such as webpack, you can also import it in JavaScript as follows, depending on your bundler configuration:
+
    import '@jspsych/plugin-survey/css/survey.css'
+
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. 
+Parameters with a default value of undefined must be specified. 
+Other parameters can be left unspecified if the default value is acceptable.
    
+
    Survey parameters
    
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    ParameterTypeDefault ValueDescription
    pagesarrayundefinedAn array of arrays. Each inner array contains the content for a single page, which is made up of one or more question objects.
    button_label_nextstring'Continue'Label of the button to move forward to the next page, or finish the survey.
    button_label_previousstring'Back'Label of the button to move to a previous page in the survey.
    button_label_finishstring'Finish'Label of the button to submit responses.
    autocompletebooleanfalseThis determines whether or not all of the input elements on the page should allow autocomplete. Setting this to true will enable autocomplete or auto-fill for the form.
    show_question_numbersstring"off"One of: "on", "onPage", "off". If "on", questions will be labelled starting with "1." on the first page, and numbering will continue across pages. If "onPage", questions will be labelled starting with "1.", with separate numbering on each page. If "off", no numbers will be added before the question prompts. Note: HTML question types are ignored in automatic numbering.
    titlestringnullIf specified, this text will be shown at the top of the survey pages.
    required_errorstring"Please answer the question."Text to display if a required question is not responeded to.
    required_question_labelstring"*"String to display at the end of required questions. Use an empty string ("") if you do not want to add a label to the end of required questions.
    
+
    Question types and parameters
    
+
    Parameters for all question types
    
+
    Parameters with a default value of undefined must be specified. 
+Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    typestringundefinedThe question type. Options are: "drop-down", "html", "likert", "likert-table", "multi-choice", "multi-select", "ranking", "rating", "text".
    promptstringundefinedThe prompt/question that will be associated with the question's response field. If the question type is "html", then this string is the HTML-formatted string to be displayed. If the question type is "likert-table", the prompt is a general question or title presented above the table.
    requiredbooleanfalseWhether a response to the question is required (true) or not (false), using the HTML5 required attribute.
    namestringnullName of the question to be used for storing data. If this parameter is not provided, then default names will be used to identify the questions in the data: P0_Q0, P0_Q1, P1_Q0 etc. Question names must be unique across all pages within the trial.
    
+
+
    Present a question with a limited set of options in a drop-down menu. The participant can only select one option.
    
+
    In addition to the parameters for all question types, the drop-down question type also offers the following parameters. 
+Parameters with a default value of undefined must be specified.
+Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    optionsarray of stringsundefinedThis array contains the set of multiple choice options to display for the question.
    option_reorderstring"none"One of: "none", "asc", "desc", "random". If "none", the options will be listed in the order given in the options array. If random, the option order will be randomized. If "asc" or "desc", the options will be presented in ascending or descending order, respectively.
    correct_responsestringnullString from the options array that should be considered correct. If specified, the data will include a correct property that indicates whether the response was correct (true) or not (false).
    
+
    HTML
    
+
    Present arbitrary HTML-formatted content embedded in the list of questions, including text, images, and sounds. There are no response options.
    
+
    The only available parameters are those listed for all question types with a default value of undefined (type and prompt) and name. 
+The name parameter is optional and used to identify the question in the data, with a response value of null. 
+The required parameter will be ignored.
    
+
    Likert
    
+
    Present a prompt along with a discrete rating scale. The scale values are presented as buttons that can be selected and de-selected. 
+The scale is specified by the likert_scale_values parameter, which is an array of text labels and associated values, or it is generated using the likert_rating_min/max/stepsize parameters (along with optional maximum/minimum descriptions). 
    
+
    In addition to the parameters for all question types, the likert question type also offers the following parameters. 
+Parameters with a default value of undefined must be specified.
+Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
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    ParameterTypeDefault ValueDescription
    likert_scale_valuesarray of objectsnullArray of objects that defines the rating scale labels and associated values to be stored in the data. Each object defines a single rating option. The objects must have a value property, which is an integer or string value that will be stored as the response in the data. The objects can optionally have a text property, which is a string that will be displayed for that rating option (example: [{value: 1, text: "A lot"},{value: 2, text: "Somewhat"},{value: 3, text: "Not much"}]). If no text property is specified then the value will be displayed (examples: [{value: 1},{value: 2},{value: 3}], [{value: "Yes"},{value: "Maybe"},{value: "No"}]). If provided, this parameter will override the likert_rating_min/max/stepsize parameters.
    likert_scale_mininteger1If the likert_scale_values array is not specified, then this parameter will define the minimum scale value.
    likert_scale_maxinteger5If the likert_scale_values array is not specified, then this parameter will define the maximum scale value.
    likert_scale_stepsizeinteger1If the likert_scale_values array is not specified, then this parameter will define the step size that should be used for generating rating options between the minimum and maximum values.
    likert_scale_min_labelstringnullDescription for the minimum (first) rating option. If provided, this text will be shown inside the first rating button, before the rating text/value. This parameter is meant for defining the scale's minimum when integer values are used for the rating scale buttons.
    likert_scale_max_labelstringnullDescription for the maximum (last) rating option. If provided, this text will be shown inside the first rating button, after the rating text/value. This parameter is meant for defining the scale's maximum when integer values are used for the rating scale buttons.
    
+
    Likert-table
    
+
    Present a prompt along with a table of statements/questions (rows) and repeated response options for each statement/question (columns). 
    
+
    In addition to the parameters for all question types, the likert-table question type also offers the following parameters. 
+Parameters with a default value of undefined must be specified.
+Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    statementsarray of objectsundefinedThis array contains one or more objects representing the statements/questions to be presented in the table rows. Each object must have a prompt, which is the statement/question text. The objects can optionally include a name, which is how the statement should be identified in the data. If no name is provided, then the default values of "S0", "S1" etc. will be used.
    optionsarray of stringsundefinedThis array contains the set of multiple choice options to be presented in the table columns.
    randomize_statement_orderbooleanfalseIf true, the order of statements/questions in the statements array will be randomized.
    
+
    Multi-choice
    
+
    Present a question with a limited set of options. The participant can only select one option.
    
+
    In addition to the parameters for all question types, the multi-choice question type also offers the following parameters. 
+Parameters with a default value of undefined must be specified.
+Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    optionsarray of stringsundefinedThis array contains the set of multiple choice options to display for the question.
    option_reorderstring"none"One of: "none", "asc", "desc", "random". If "none", the options will be listed in the order given in the options array. If random, the option order will be randomized. If "asc" or "desc", the options will be presented in ascending or descending order, respectively.
    columnsinteger1Number of columns to use for displaying the options. If 1 (default), the choices will be displayed in a single column (vertically). If 0, choices will be displayed in a single row (horizontally). Any value greater than 1 can be used to display options in multiple columns.
    correct_responsestringnullString from the options array that should be considered correct. If specified, the data will include a correct property that indicates whether the response was correct (true) or not (false).
    
+
    Multi-select
    
+
    Present a question with a limited set of options. The participant can select multiple options.
    
+
    In addition to the parameters for all question types, the multi-select question type also offers the following parameters. 
+Parameters with a default value of undefined must be specified.
+Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    optionsarray of stringsundefinedThis array contains the set of options to display for the question.
    option_reorderstring"none"One of: "none", "asc", "desc", "random". If "none", the options will be listed in the order given in the options array. If random, the option order will be randomized. If "asc" or "desc", the options will be presented in ascending or descending order, respectively.
    columnsinteger1Number of columns to use for displaying the options. If 1 (default), the choices will be displayed in a single column (vertically). If 0, choices will be displayed in a single row (horizontally). Any value greater than 1 can be used to display options in multiple columns.
    correct_responsearray of stringsnullArray of one or more strings from the options array that should be considered correct. If specified, the data will include a correct property that indicates whether the response was correct (true) or not (false).
    
+
    Ranking
    
+
    Present a question with a limited set of options, where participants respond by dragging and dropping (ordering/ranking) the options. It is ideally used with a short list of options (up to about 7 items). It supports mouse responses, touch responses (mobile devices), and keyboard responses (Tab and Shift-Tab to select, and Up/Down arrow keys to re-order).
    
+
    In addition to the parameters for all question types, the ranking question type also offers the following parameters. 
+Parameters with a default value of undefined must be specified.
+Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    optionsarray of stringsundefinedThis array contains the set of to-be-ranked options for the question.
    option_reorderstring"none"One of: "none", "asc", "desc", "random". If "none", the options will be listed in the order given in the options array. If random, the option order will be randomized. If "asc" or "desc", the options will be presented in ascending or descending order, respectively.
    correct_responsearray of stringsnullThe same array of strings used for the options array, but listed in the order that should be considered correct. If specified, the data will include a correct property that indicates whether the response was correct (true) or not (false).
    
+
    Text
    
+
    Present a question with a free response text field in which the participant can type in an answer.
    
+
    In addition to the parameters for all question types, the text question also offers the following parameters. 
+Parameters with a default value of undefined must be specified. 
+Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    placeholderstring""Placeholder text in the text response field.
    textbox_rowsinteger1The number of rows (height) for the response text box.
    textbox_columnsinteger40The number of columns (width) for the response text box.
    validationstring""A regular expression used to validate the response.
    input_typestring"text"Type for the HTML <input> element. The input_type parameter must be one of "color", "date", "datetime-local", "email", "month", "number", "password", "range", "tel", "text", "time", "url", "week". If the textbox_rows parameter is larger than 1, the input_type parameter will be ignored. The textbox_columns parameter only affects questions with input_type "email", "password", "tel", "url", or "text".
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
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    NameTypeValue
    responseobjectAn object containing the response to each question. The object will have a separate key (variable) for each question, with the first question on the first page being recorded in P0_Q0, the second question on the first page in P0_Q1, and so on. If the name parameter is defined for the question, then the response object will use the value of name as the key for each question. The response type will depend on the question type. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions. Note that, if any questions use the other option (add_other_option: true), then the response value will be the other_option_text (e.g. "Other") and any text written in the textbox will be saved as "(question name)-Comment".
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the questions first appear on the screen until the subject's response(s) are submitted.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-survey@0.2.0"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-survey.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-survey
+
    
+
    import survey from '@jspsych/plugin-survey';
+
    
+
    Examples
    
+
    
+Basic single page
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurvey,
+  pages: [
+    [
+      {
+        type: 'html',
+        prompt: 'Please answer the following questions:',
+      },
+      {
+        type: 'multi-choice',
+        prompt: "Which of the following do you like the most?", 
+        name: 'VegetablesLike', 
+        options: ['Tomato', 'Cucumber', 'Eggplant', 'Corn', 'Peas'], 
+        required: true
+      }, 
+      {
+        type: 'multi-select',
+        prompt: "Which of the following do you like?", 
+        name: 'FruitLike', 
+        options: ['Apple', 'Banana', 'Orange', 'Grape', 'Strawberry'], 
+        required: false,
+      }
+    ]
+  ],
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Multiple pages, more customization
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychSurvey,
+  pages: [
+    [
+      {
+        type: 'text',
+        prompt: "Where were you born?", 
+        placeholder: 'City, State, Country',
+        name: 'birthplace', 
+        required: true,
+      }, 
+      {
+        type: 'text',
+        prompt: "How old are you?", 
+        name: 'age', 
+        textbox_columns: 5,
+        required: false,
+      }
+    ],
+    [
+      {
+        type: 'multi-choice',
+        prompt: "What&#39;s your favorite color?", 
+        options: ['blue','yellow','pink','teal','orange','lime green','other','none of these'],
+        name: 'FavColor', 
+      }, 
+      {
+        type: 'multi-select',
+        prompt: "Which of these animals do you like? Select all that apply.", 
+        options: ['lion','squirrel','badger','whale'],
+        option_reorder: 'random',
+        columns: 0,
+        name: 'AnimalLike', 
+      }
+    ]
+  ],
+  title: 'My questionnaire',
+  button_label_next: 'Continue',
+  button_label_back: 'Previous',
+  button_label_finish: 'Submit',
+  show_question_numbers: 'onPage'
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Single and multiple item Likert-style scales
+
    
+
    
+
    
+
    const trial = {
+  type: jsPsychSurvey,
+  pages: [
+    [
+      {
+        type: 'likert',
+        prompt: 'I like to eat vegetables.',
+        likert_scale_min_label: 'Strongly Disagree',
+        likert_scale_max_label: 'Strongly Agree',
+        likert_scale_values: [
+          {value: 1},
+          {value: 2},
+          {value: 3},
+          {value: 4},
+          {value: 5}
+        ]
+      }, 
+      {
+        type: 'likert',
+        prompt: 'I like to eat fruit.',
+        likert_scale_min_label: 'Strongly Disagree',
+        likert_scale_max_label: 'Strongly Agree',
+        likert_scale_values: [
+          {value: 1},
+          {value: 2},
+          {value: 3},
+          {value: 4},
+          {value: 5}
+        ]
+      },
+      {
+        type: 'likert',
+        prompt: 'I like to eat meat.',
+        likert_scale_min_label: 'Strongly Disagree',
+        likert_scale_max_label: 'Strongly Agree',
+        likert_scale_values: [
+          {value: 1},
+          {value: 2},
+          {value: 3},
+          {value: 4},
+          {value: 5}
+        ]
+      },  
+
+    ],
+    [
+      {
+        type: 'likert-table',
+        prompt: ' ',
+        statements: [
+          {prompt: 'I like to eat vegetables', name: 'VeggiesTable'},
+          {prompt: 'I like to eat fruit', name: 'FruitTable'},
+          {prompt: 'I like to eat meat', name: 'MeatTable'},
+        ],
+        options: ['Strongly Disagree', 'Disagree', 'Neutral', 'Agree', 'Strongly Agree'],
+      }
+    ]
+  ],
+};
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Response scoring
+
    
+
    
+
    
+
    const trial = {
+  type: jsPsychSurvey,
+  pages: [
+    [
+      {
+        type: 'multi-choice',
+        prompt: 'During the experiment, are allowed to write things down on paper to help you?',
+        options: ["Yes", "No"],
+        correct_response: "No",
+        required: true
+      }, 
+    ]
+  ],
+};
+
    
+
    
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+  
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+
    Open demo in new tab
    
+
    
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+      
+      
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/video-button-response/index.html b/7.3/plugins/video-button-response/index.html
new file mode 100755
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        video-button-response - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
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+    
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+          
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+            
    
+              
+                
+  
+    
+  
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+
+
    video-button-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin plays a video and records responses generated by button click. The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically when the subject responds, when the video file has finished playing, or if the subject has failed to respond within a fixed length of time. You can also prevent a button response from being made before the video has finished playing. The button itself can be customized using HTML formatting.
    
+
    Video files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the video stimulus, you will need to manually preload the videos. Also note that video preloading is disabled when the experiment is running as a file (i.e. opened directly in the browser, rather than through a server), in order to prevent CORS errors - see the section on Running Experiments for more information.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusarrayundefinedAn array of file paths to the video. You can specify multiple formats of the same video (e.g., .mp4, .ogg, .webm) to maximize the cross-browser compatibility. Usually .mp4 is a safe cross-browser option. The plugin does not reliably support .mov files. The player will use the first source file in the array that is compatible with the browser, so specify the files in order of preference.
    choicesarray of stringsundefinedLabels for the buttons. Each different string in the array will generate a different button.
    button_htmlHTML string'<button class="jspsych-btn">%choice%</button>'A template of HTML for generating the button elements. You can override this to create customized buttons of various kinds. The string %choice% will be changed to the corresponding element of the choices array. You may also specify an array of strings, if you need different HTML to render for each button. If you do specify an array, the choices array and this array must have the same length. The HTML from position 0 in the button_html array will be used to create the button for element 0 in the choices array, and so on.
    margin_verticalstring'0px'Vertical margin of the button(s).
    margin_horizontalstring'8px'Horizontal margin of the button(s).
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    widthnumericwidth of the video fileThe width of the video display in pixels.
    heightnumericheigh of the video fileThe height of the video display in pixels.
    autoplaybooleantrueIf true, the video will begin playing as soon as it has loaded.
    controlsbooleanfalseIf true, controls for the video player will be available to the subject. They will be able to pause the video or move the playback to any point in the video.
    startnumericnullIf given a value, the video will start at this time point in seconds.
    stopnumericnullIf given a value, the video will stop at this time point in seconds.
    ratenumericnullThe playback rate of the video. 1 is normal, <1 is slower, >1 is faster.
    trial_ends_after_videoboolfalseIf true, then the trial will end as soon as the video file finishes playing.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    response_allowed_while_playingbooleantrueIf true, then responses are allowed while the video is playing. If false, then the video must finish playing before the button choices are enabled and a response is accepted. Once the video has played all the way through, the buttons are enabled and a response is allowed (including while the video is being re-played via on-screen playback controls).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
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+
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+
+
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+
    NameTypeValue
    responsenumericIndicates which button the subject pressed. The first button in the choices array is 0, the second is 1, and so on.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusarrayThe stimulus array. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Simulation Mode
    
+
    In data-only simulation mode, the response_allowed_while_playing parameter does not currently influence the simulated response time. 
+This is because the audio file is not loaded in data-only mode and therefore the length is unknown. 
+This may change in a future version as we improve the simulation modes.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-video-button-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-video-button-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-video-button-response
+
    
+
    import videoButtonResponse from '@jspsych/plugin-video-button-response';
+
    
+
    Example
    
+
    
+Responses disabled until the video is complete
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychVideoButtonResponse,
+  stimulus: [
+    'video/fish.mp4'
+  ],
+  choices: ['0-5', '6-10','11-15','16-20','21-25','25+'],
+  prompt: "<p>How many different fish are shown in the video?</p>",
+  response_allowed_while_playing: false
+};
+
    
+
    Stock Footage provided by rjt98, from Pond5
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
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+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/video-keyboard-response/index.html b/7.3/plugins/video-keyboard-response/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        video-keyboard-response - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
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    video-keyboard-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin plays a video file and records a keyboard response. The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically when the subject responds, when the video file has finished playing, or if the subject has failed to respond within a fixed length of time. You can also prevent a keyboard response from being recorded before the video has finished playing.
    
+
    Video files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the video stimulus, you will need to manually preload the videos. Also note that video preloading is disabled when the experiment is running as a file (i.e. opened directly in the browser, rather than through a server), in order to prevent CORS errors - see the section on Running Experiments for more information.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusarrayundefinedAn array of file paths to the video. You can specify multiple formats of the same video (e.g., .mp4, .ogg, .webm) to maximize the cross-browser compatibility. Usually .mp4 is a safe cross-browser option. The plugin does not reliably support .mov files. The player will use the first source file in the array that is compatible with the browser, so specify the files in order of preference.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    widthnumericwidth of the video fileThe width of the video display in pixels.
    heightnumericheigh of the video fileThe height of the video display in pixels.
    autoplaybooleantrueIf true, the video will begin playing as soon as it has loaded.
    controlsbooleanfalseIf true, controls for the video player will be available to the subject. They will be able to pause the video or move the playback to any point in the video.
    startnumericnullIf given a value, the video will start at this time point in seconds.
    stopnumericnullIf given a value, the video will stop at this time point in seconds.
    ratenumericnullThe playback rate of the video. 1 is normal, <1 is slower, >1 is faster.
    choicesarray of strings"ALL_KEYS"This array contains the key(s) that the subject is allowed to press in order to respond to the stimulus. Keys should be specified as characters (e.g., 'a', 'q', ' ', 'Enter', 'ArrowDown') - see this page and this page (event.key column) for more examples. Any key presses that are not listed in the array will be ignored. The default value of "ALL_KEYS" means that all keys will be accepted as valid responses. Specifying "NO_KEYS" will mean that no responses are allowed.
    trial_ends_after_videoboolfalseIf true, then the trial will end as soon as the video file finishes playing.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    response_allowed_while_playingbooleantrueIf true, then responses are allowed while the video is playing. If false, then the video must finish playing before a keyboard response is accepted. Once the video has played all the way through, a valid keyboard response is allowed (including while the video is being re-played via on-screen playback controls).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
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    NameTypeValue
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusarrayThe stimulus array. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Simulation Mode
    
+
    In data-only simulation mode, the response_allowed_while_playing parameter does not currently influence the simulated response time. 
+This is because the audio file is not loaded in data-only mode and therefore the length is unknown. 
+This may change in a future version as we improve the simulation modes.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-video-keyboard-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-video-keyboard-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-video-keyboard-response
+
    
+
    import videoKeyboardResponse from '@jspsych/plugin-video-keyboard-response';
+
    
+
    Examples
    
+
    
+Show a video and advance to next trial automatically
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychVideoKeyboardResponse,
+  stimulus: [
+    'video/fish.mp4'
+  ],
+  choices: "NO_KEYS",
+  trial_ends_after_video: true
+};
+
    
+
    Stock Footage provided by rjt98, from Pond5
    
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diff --git a/7.3/plugins/video-slider-response/index.html b/7.3/plugins/video-slider-response/index.html
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+        video-slider-response - jsPsych
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    video-slider-response
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin plays a video and allows the subject to respond by dragging a slider. The stimulus can be displayed until a response is given, or for a pre-determined amount of time. The trial can be ended automatically when the subject responds, when the video file has finished playing, or if the subject has failed to respond within a fixed length of time. You can also prevent the slider response from being made before the video has finished playing.
    
+
    Video files can be automatically preloaded by jsPsych using the preload plugin. However, if you are using timeline variables or another dynamic method to specify the video stimulus, you will need to manually preload the videos. Also note that video preloading is disabled when the experiment is running as a file (i.e. opened directly in the browser, rather than through a server), in order to prevent CORS errors - see the section on Running Experiments for more information.
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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    ParameterTypeDefault ValueDescription
    stimulusarrayundefinedAn array of file paths to the video. You can specify multiple formats of the same video (e.g., .mp4, .ogg, .webm) to maximize the cross-browser compatibility. Usually .mp4 is a safe cross-browser option. The plugin does not reliably support .mov files. The player will use the first source file in the array that is compatible with the browser, so specify the files in order of preference.
    promptstringnullThis string can contain HTML markup. Any content here will be displayed below the stimulus. The intention is that it can be used to provide a reminder about the action the subject is supposed to take (e.g., which key to press).
    widthnumericwidth of the video fileThe width of the video display in pixels.
    heightnumericheigh of the video fileThe height of the video display in pixels.
    autoplaybooleantrueIf true, the video will begin playing as soon as it has loaded.
    controlsbooleanfalseIf true, controls for the video player will be available to the subject. They will be able to pause the video or move the playback to any point in the video.
    startnumericnullIf given a value, the video will start at this time point in seconds.
    stopnumericnullIf given a value, the video will stop at this time point in seconds.
    ratenumericnullThe playback rate of the video. 1 is normal, <1 is slower, >1 is faster.
    mininteger0Sets the minimum value of the slider.
    maxinteger100Sets the maximum value of the slider.
    slider_startinteger50Sets the starting value of the slider
    stepinteger1Sets the step of the slider. This is the smallest amount by which the slider can change.
    labelsarray of strings[]Labels displayed at equidistant locations on the slider. For example, two labels will be placed at the ends of the slider. Three labels would place two at the ends and one in the middle. Four will place two at the ends, and the other two will be at 33% and 67% of the slider width.
    slider_widthintegernullSet the width of the slider in pixels. If left null, then the width will be equal to the widest element in the display.
    require_movementbooleanfalseIf true, the subject must move the slider before clicking the continue button.
    button_labelstring'Continue'Label of the button to end the trial.
    trial_ends_after_videoboolfalseIf true, then the trial will end as soon as the video file finishes playing.
    trial_durationnumericnullHow long to wait for the subject to make a response before ending the trial in milliseconds. If the subject fails to make a response before this timer is reached, the subject's response will be recorded as null for the trial and the trial will end. If the value of this parameter is null, then the trial will wait for a response indefinitely.
    response_ends_trialbooleantrueIf true, then the trial will end whenever the subject makes a response (assuming they make their response before the cutoff specified by the trial_duration parameter). If false, then the trial will continue until the value for trial_duration is reached. You can set this parameter to false to force the subject to view a stimulus for a fixed amount of time, even if they respond before the time is complete.
    response_allowed_while_playingbooleantrueIf true, then responses are allowed while the video is playing. If false, then the video must finish playing before the slider is enabled and the trial can end via the next button click. Once the video has played all the way through, the slider is enabled and a response is allowed (including while the video is being re-played via on-screen playback controls).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
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    NameTypeValue
    responsenumericThe numeric value of the slider.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    stimulusarrayThe stimulus array. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    slider_startnumericThe starting value of the slider.
    startnumericThe start time of the video clip.
    
+
    Simulation Mode
    
+
    In data-only simulation mode, the response_allowed_while_playing parameter does not currently influence the simulated response time. 
+This is because the audio file is not loaded in data-only mode and therefore the length is unknown. 
+This may change in a future version as we improve the simulation modes.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-video-slider-response@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-video-slider-response.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-video-slider-response
+
    
+
    import videoSliderResponse from '@jspsych/plugin-video-slider-response';
+
    
+
    Example
    
+
    
+Rate enjoyment of a video clip
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychVideoSliderResponse,
+  stimulus: [
+    'video/fish.mp4'
+  ],
+  labels: ["Hated it", "Loved it"],
+  prompt: '<p>Please rate your enjoyment of the video clip.</p>'
+};
+
    
+
    Stock Footage provided by rjt98, from Pond5
    
+
    
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diff --git a/7.3/plugins/virtual-chinrest/index.html b/7.3/plugins/virtual-chinrest/index.html
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+        virtual-chinrest - jsPsych
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    virtual-chinrest
    
+
    Current version: 2.0.1. See version history.
    
+
    This plugin provides a "virtual chinrest" that can measure the distance between the participant and the screen. It can also standardize the jsPsych page content to a known physical dimension (e.g., ensuring that a 200px wide stimulus is 2.2cm wide on the participant's monitor). This is based on the work of Li, Joo, Yeatman, and Reinecke (2020), and the plugin code is a modified version of their implementation. We recommend citing their work in any paper that makes use of this plugin.
    
+
    
+
    Citation
    
+
    Li, Q., Joo, S. J., Yeatman, J. D., & Reinecke, K. (2020). Controlling for Participants’ Viewing Distance in Large-Scale, Psychophysical Online Experiments Using a Virtual Chinrest. Scientific Reports, 10(1), 1-11. doi: 10.1038/s41598-019-57204-1
    
+
    
+
    The plugin works in two phases.
    
+
    Phase 1. To calculate the pixel-to-cm conversion rate for a participant’s display, participants are asked to place a credit card or other item of the same size on the screen and resize an image until it is the same size as the credit card. Since we know the physical dimensions of the card, we can find the conversion rate for the participant's display.
    
+
    Phase 2. To measure the participant's viewing distance from their screen we use a blind spot task. Participants are asked to focus on a black square on the screen with their right eye closed, while a red dot repeatedly sweeps from right to left. They press the spacebar on their keyboard whenever they perceive that the red dot has disappeared. This part allows the plugin to use the distance between the black square and the red dot when it disappears from eyesight to estimate how far the participant is from the monitor. This estimation assumes that the blind spot is located at 13.5° temporally.
    
+
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+
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    ParameterTypeDefault ValueDescripton
    resize_unitsstring"none"Units to resize the jsPsych content to after the trial is over: "none" "cm" "inch" or "deg". If "none", no resizing will be done to the jsPsych content after the virtual-chinrest trial ends.
    pixels_per_unitnumeric100After the scaling factor is applied, this many pixels will equal one unit of measurement, where the units are indicated by resize_units. This is only used when resizing is done after the trial ends (i.e. the resize_units parameter is not "none").
    adjustment_promptHTML string"Click and drag the lower right corner of the image until it is the same size as a credit card held up to the screen. You can use any card that is the same size as a credit card, like a membership card or driver's license. If you do not have access to a real card you can use a ruler to measure the image width to 3.37 inches or 85.6 mm."This string can contain HTML markup. Any content here will be displayed below the card stimulus during the resizing phase.
    adjustment_button_promptHTML string"Click here when the image is the correct size"Content of the button displayed below the card stimulus during the resizing phase.
    item_pathstringnullPath of the item to be presented in the card stimulus during the resizing phase. If null then no image is shown, and a solid color background is used instead. An example image is available in /examples/img/card.png
    item_height_mmnumeric53.98The known height of the physical item (e.g. credit card) to be measured, in mm.
    item_width_mmnumeric85.6The known width of the physical item (e.g. credit card) to be measured, in mm.
    item_init_sizenumeric250The initial size of the card stimulus, in pixels, along its largest dimension.
    blindspot_repsnumeric5How many times to measure the blindspot location. If 0, blindspot will not be detected, and viewing distance and degree data will not be computed.
    blindspot_promptHTML string"Now we will quickly measure how far away you are sitting. Put your left hand on the space bar. Cover your right eye with your right hand. Using your left eye, focus on the black square. Keep your focus on the black square. The red ball will disappear as it moves from right to left. Press the space bar as soon as the ball disappears. Press the space bar when you are ready to begin.This string can contain HTML markup. Any content here will be displayed above the blindspot task.
    redo_measurement_button_labelHTML string'No, that is not close. Try again'Text for the button on the viewing distance report page to re-do the viewing distance estimate. If the participant click this button, the blindspot task starts again.
    blindspot_done_promptHTML string"Yes"Text for the button on the viewing distance report page that can be clicked to accept the viewing distance estimate.
    blindspot_measurements_promptHTML string'Remaining measurements: 'Text accompanying the remaining measurements counter that appears below the blindspot task.
    viewing_distance_reportHTML string"Based on your responses, you are sitting about <span id='distance-estimate' style='font-weight: bold;'></span> from the screen. Does that seem about right?"Estimated viewing distance data displayed after blindspot task. If "none" is given, viewing distance will not be reported to the participant. The HTML span element with id = distance-estimate returns the distance.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
    Note: The deg data are only returned if viewing distance is estimated with the blindspot method (px2deg, win_height_deg, win_width_deg, item_width_deg).
    
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    NameTypeValue
    rtnumericThe response time in milliseconds.
    item_height_mmnumericThe height in millimeters of the item to be measured.
    item_width_mmnumericThe width in millimeters of the item to be measured
    item_height_degnumericFinal height of the resizable div container, in degrees.
    item_width_degnumericFinal width of the resizable div container, in degrees.
    item_width_pxnumericFinal width of the resizable div container, in pixels.
    px2degnumericPixels to degrees conversion factor.
    px2mmnumericPixels to millimeters conversion factor.
    scale_factornumericScaling factor that will be applied to the div containing jsPsych content.
    win_width_degnumericThe interior width of the window in degrees.
    win_height_degnumericThe interior height of the window in degrees.
    view_dist_mmnumericEstimated distance to the screen in millimeters.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-virtual-chinrest@2.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-virtual-chinrest.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-virtual-chinrest
+
    
+
    import virtualChinrest from '@jspsych/plugin-virtual-chinrest';
+
    
+
    Example
    
+
    
+Measure distance to screen and pixel ratio; no resizing
+
    
+
    
+
    
+
    var trial = {
+    type: jsPsychVirtualChinrest,
+    blindspot_reps: 3,
+    resize_units: "none"
+};
+
    
+
    
+
    
+
    This demo requires a larger viewing area to complete. Please open the demo in a new tab
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Resizing based on centimeters per pixel
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychVirtualChinrest,
+  blindspot_reps: 3,
+  resize_units: "cm",
+  pixels_per_unit: 50
+};
+
+var resized_stimulus = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: `
+    <p>If the measurements were done correctly, the square below should be 10 cm x 10 cm.</p>
+    <div style="background-color: black; width: 500px; height: 500px; margin: 20px auto;"></div>
+  `,
+  choices: ['Continue']
+}
+
    
+
    
+
    
+
    This demo requires a larger viewing area to complete. Please open the demo in a new tab
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Resizing based on degrees of visual angle per pixel
+
    
+
    
+
    
+
    var trial = {
+  type: jsPsychVirtualChinrest,
+  blindspot_reps: 3,
+  resize_units: "deg",
+  pixels_per_unit: 50
+};
+
+var resized_stimulus = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: `
+    <p>If the measurements were done correctly, the square below should take up about 10 degrees of visual angle.</p>
+    <div style="background-color: black; width: 500px; height: 500px; margin: 20px auto;"></div>
+  `,
+  choices: ['Continue']
+}
+
    
+
    
+
    
+
    This demo requires a larger viewing area to complete. Please open the demo in a new tab
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
+            
    
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+    
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+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/plugins/visual-search-circle/index.html b/7.3/plugins/visual-search-circle/index.html
new file mode 100755
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--- /dev/null
+++ b/7.3/plugins/visual-search-circle/index.html
@@ -0,0 +1,2288 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        visual-search-circle - jsPsych
+      
+    
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+            
    
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+                
+  
+    
+  
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+
+
+
    visual-search-circle
    
+
    Current version: 1.1.1. See version history.
    
+
    This plugin presents a customizable visual-search task modelled after Wang, Cavanagh, & Green (1994). The subject indicates whether or not a target is present among a set of distractors. The stimuli are displayed in a circle, evenly-spaced, equidistant from a fixation point. Here is an example using normal and backward Ns:
    
+
    Sample Visual Search Stimulus
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. The set of images to display must be defined in one of two ways:
    
+
      
+
    • The target, foil and set_size parameters: the combination of these parameters can be used to construct a 'classic' visual search task, where there is a single foil/distractor image that makes up all of the images in the set, with the exception of the target image if it is present.
+OR
      • 
+
    • The stimuli parameter: this array that can be used to present any arbitrary set of image files, with or without the target image, with any number of different foils/distractors, and with any number of repeated images.
      • 
+
    
+
    The target_present and fixation_image parameters must always be specified. Other parameters can be left unspecified if the default value is acceptable.
    
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+
    ParameterTypeDefault ValueDescription
    targetstringnullPath to image file that is the search target. This parameter must specified when the stimuli set is defined using the target, foil and set_size parameters, but should NOT be specified when using the stimuli parameter.
    foilstringnullPath to image file that is the foil/distractor. This image will be repeated for all distractors up to the set_size value. This parameter must specified when the stimuli set is defined using the target, foil and set_size parameters, but should NOT be specified when using the stimuli parameter.
    set_sizenumericnullHow many items should be displayed, including the target when target_present is true? The foil image will be repeated up to this value when target_present is false, or up to set_size - 1 when target_present is true. This parameter must specified when using the target, foil and set_size parameters to define the stimuli set, but should NOT be specified when using the stimuli parameter.
    stimuliarray of imagesnullArray containing all of the image files to be displayed. This parameter must be specified when NOT using the target, foil, and set_size parameters to define the stimuli set.
    target_presentbooleanundefinedIs the target present? This parameter must always be specified. When using the target, foil and set_size parameters, false means that the foil image will be repeated up to the set_size, and true means that the target will be presented along with the foil image repeated up to set_size - 1. When using the stimuli parameter, this parameter is only used to determine the response accuracy.
    fixation_imagestringundefinedPath to image file that is a fixation target. This parameter must always be specified.
    target_sizearray[50, 50]Two element array indicating the height and width of the search array element images.
    fixation_sizearray[16, 16]Two element array indicating the height and width of the fixation image.
    circle_diameternumeric250The diameter of the search array circle in pixels.
    target_present_keystring'j'The key to press if the target is present in the search array.
    target_absent_keystring'f'The key to press if the target is not present in the search array.
    trial_durationnumericnullThe maximum amount of time the subject is allowed to search before the trial will continue. A value of null will allow the subject to search indefinitely.
    fixation_durationnumeric1000How long to show the fixation image for before the search array (in milliseconds).
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
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    NameTypeValue
    correctbooleanTrue if the subject gave the correct response.
    responsestringIndicates which key the subject pressed.
    rtnumericThe response time in milliseconds for the subject to make a response. The time is measured from when the stimulus first appears on the screen until the subject's response.
    set_sizenumericThe number of items in the search array
    target_presentbooleanTrue if the target is present in the search array
    locationsarrayArray where each element is the pixel value of the center of an image in the search array. If the target is present, then the first element will represent the location of the target. This will be encoded as a JSON string when data is saved using the .json() or .csv() functions.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-visual-search-circle@1.1.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-visual-search-circle.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-visual-search-circle
+
    
+
    import visualSearchCircle from '@jspsych/plugin-visual-search-circle';
+
    
+
    Examples
    
+
    
+Identical distractors
+
    
+
    
+
    
+
    var instructions = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: `<p>Press J if there is a backwards N.</p>
+    <p>Press F if all the Ns are in the normal orientation.</p>`,
+  choices: ['Continue']
+}
+
+var trial = {
+  type: jsPsychVisualSearchCircle,
+  target: 'img/backwardN.gif',
+  foil: 'img/normalN.gif',
+  fixation_image: 'img/fixation.gif',
+  target_present: true,
+  set_size: 4
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
    
+Variety of different distractors
+
    
+
    
+
    
+
    var instructions = {
+  type: jsPsychHtmlButtonResponse,
+  stimulus: `<p>Press E if there is an elephant in the group.</p>
+    <p>Press N if there is no elephant in the group.</p>`,
+  choices: ['Continue']
+}
+
+var trial = {
+  type: jsPsychVisualSearchCircle,
+  stimuli: ['img/elephant.png', 'img/lion.png', 'img/monkey.png'],
+  fixation_image: 'img/fixation.gif',
+  target_present_key: 'e',
+  target_absent_key: 'n',
+  target_present: true
+}
+
    
+
    
+
    
+
    
+  
+
    
+
    
+
    
+
    
+
    Open demo in new tab
    
+
    
+
+              
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+    
    
+    
    
+      
    
+    
    
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+  
+
\ No newline at end of file
diff --git a/7.3/plugins/webgazer-calibrate/index.html b/7.3/plugins/webgazer-calibrate/index.html
new file mode 100755
index 00000000..2d8ef22a
--- /dev/null
+++ b/7.3/plugins/webgazer-calibrate/index.html
@@ -0,0 +1,2176 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        webgazer-calibrate - jsPsych
+      
+    
+    
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+        
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+            
    
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+  
+    
+  
+
+
+
+
    webgazer-calibrate
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin can be used to calibrate the WebGazer extension. For a narrative description of eye tracking with jsPsych, see the eye tracking overview. 
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
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    ParameterTypeDefault ValueDescription
    calibration_pointsarray[[10,10], [10,50], [10,90], [50,10], [50,50], [50,90], [90,10], [90,50], [90,90]]Array of points in [x,y] coordinates. Specified as a percentage of the screen width and height, from the left and top edge. The default grid is 9 points.
    calibration_modestring'click'Can specify click to have subjects click on calibration points or view to have subjects passively watch calibration points.
    repetitions_per_pointnumeric1The number of times to repeat the sequence of calibration points.
    point_sizenumeric20Diameter of the calibration points in pixels.
    randomize_calibration_orderboolfalseWhether to randomize the order of the calibration points.
    time_to_saccadenumeric1000If calibration_mode is set to view, then this is the delay before calibrating after showing a point. Gives the participant time to fixate on the new target before assuming that the participant is looking at the target.
    time_per_pointnumeric1000If calibration_mode is set to view, then this is the length of time to show a point while calibrating. Note that if click calibration is used then the point will remain on the screen until clicked.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
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+
+
+
+
+
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+
+
+
    NameTypeValue
    
+
    No data currently added by this plugin. Use the webgazer-validate plugin to measure the precision and accuracy of calibration.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-webgazer-calibrate@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-webgazer-calibrate.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-webgazer-calibrate
+
    
+
    import webgazerCalibrate from '@jspsych/plugin-webgazer-calibrate';
+
    
+
    Example
    
+
    Because the eye tracking plugins need to be used in conjunction with each other, please see the example on the eye tracking overview page for an integrated example. 
    
+
+              
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+
\ No newline at end of file
diff --git a/7.3/plugins/webgazer-init-camera/index.html b/7.3/plugins/webgazer-init-camera/index.html
new file mode 100755
index 00000000..cf98b1c1
--- /dev/null
+++ b/7.3/plugins/webgazer-init-camera/index.html
@@ -0,0 +1,2145 @@
+
+
+
+  
+    
+      
+      
+      
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+        
+      
+      
+      
+    
+    
+      
+        webgazer-init-camera - jsPsych
+      
+    
+    
+      
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+        
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+  
+    
+  
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+
+
+
    webgazer-init-camera
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin initializes the camera and helps the participant center their face in the camera view for using the the WebGazer extension. For a narrative description of eye tracking with jsPsych, see the eye tracking overview. 
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
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+
    ParameterTypeDefault ValueDescription
    instructionsstringtoo long to put hereInstructions for the participant to follow.
    button_textstringContinueThe text for the button that participants click to end the trial.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    NameTypeValue
    load_timenumericThe time it took for webgazer to initialize. This can be a long time in some situations, so this value is recorded for troubleshooting when participants are reporting difficulty.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-webgazer-init-camera@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-webgazer-init-camera.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-webgazer-init-camera
+
    
+
    import webgazerInitCamera from '@jspsych/plugin-webgazer-init-camera';
+
    
+
    Example
    
+
    Because the eye tracking plugins need to be used in conjunction with each other, please see the example on the eye tracking overview page for an integrated example. 
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
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+    
    
+    
    
+      
    
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+
\ No newline at end of file
diff --git a/7.3/plugins/webgazer-validate/index.html b/7.3/plugins/webgazer-validate/index.html
new file mode 100755
index 00000000..6c25070b
--- /dev/null
+++ b/7.3/plugins/webgazer-validate/index.html
@@ -0,0 +1,2201 @@
+
+
+
+  
+    
+      
+      
+      
+      
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+        
+      
+      
+      
+    
+    
+      
+        webgazer-validate - jsPsych
+      
+    
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+  
+    
+  
+
+
+
+
    webgazer-validate
    
+
    Current version: 1.0.1. See version history.
    
+
    This plugin can be used to measure the accuracy and precision of gaze predictions made by the WebGazer extension. For a narrative description of eye tracking with jsPsych, see the eye tracking overview. 
    
+
    Parameters
    
+
    In addition to the parameters available in all plugins, this plugin accepts the following parameters. Parameters with a default value of undefined must be specified. Other parameters can be left unspecified if the default value is acceptable.
    
+
+
+
+
+
+
+
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+
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+
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+
+
+
+
+
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+
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+
    ParameterTypeDefault ValueDescription
    validation_pointsarray[[10,10], [10,50], [10,90], [50,10], [50,50], [50,90], [90,10], [90,50], [90,90]]Array of points in [x,y] coordinates. The default grid is 9 points. Meaning of coordinates controlled by validation_point_coordinates parameter.
    validation_point_coordinatesstring'percent'Can specify percent to have validation point coordinates specified in percentage of screen width and height, or center-offset-pixels to specify each point as the distance in pixels from the center of the screen.
    roi_radiusnumeric200Tolerance around the validation point in pixels when calculating the percent of gaze measurements within the acceptable range.
    randomize_validation_orderboolfalseWhether to randomize the order of the validation points.
    time_to_saccadenumeric1000The delay before validating after showing a point. Gives the participant time to fixate on the new target before assuming that the participant is looking at the target.
    validation_durationnumeric2000If calibration_mode is set to view, then this is the length of time to show a point while calibrating. Note that if click calibration is used then the point will remain on the screen until clicked.
    point_sizenumeric20Diameter of the validation points in pixels.
    show_validation_databoolfalseIf true then a visualization of the validation data will be shown on the screen after the validation is complete. This will show each measured gaze location color coded by whether it is within the roi_radius of the target point. This is mainly intended for testing and debugging.
    
+
    Data Generated
    
+
    In addition to the default data collected by all plugins, this plugin collects the following data for each trial.
    
+
+
+
+
+
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+
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    NameTypeValue
    raw_gazearrayRaw gaze data for the trial. The array will contain a nested array for each validation point. Within each nested array will be a list of {x,y,dx,dy} values specifying the absolute x and y pixels, as well as the distance from the target for that gaze point.
    percent_in_roiarrayThe percentage of samples within the roi_radius for each validation point.
    average_offsetarrayThe average x and y distance from each validation point, plus the median distance r of the points from this average offset.
    samples_per_secnumericThe average number of samples per second. Calculated by finding samples per second for each point and then averaging these estimates together.
    validation_pointsarrayThe list of validation points, in the order that they appeared.
    
+
    Simulation Mode
    
+
    This plugin does not yet support simulation mode.
    
+
    Install
    
+
    Using the CDN-hosted JavaScript file:
    
+
    <script src="https://unpkg.com/@jspsych/plugin-webgazer-validate@1.0.1"></script>
+
    
+
    Using the JavaScript file downloaded from a GitHub release dist archive:
    
+
    <script src="jspsych/plugin-webgazer-validate.js"></script>
+
    
+
    Using NPM:
    
+
    npm install @jspsych/plugin-webgazer-validate
+
    
+
    import webgazerValidate from '@jspsych/plugin-webgazer-validate';
+
    
+
    Example
    
+
    Because the eye tracking plugins need to be used in conjunction with each other, please see the example on the eye tracking overview page for an integrated example. 
    
+
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+
\ No newline at end of file
diff --git a/7.3/reference/jspsych-data/index.html b/7.3/reference/jspsych-data/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
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+      
+      
+    
+    
+      
+        jsPsych.data - jsPsych
+      
+    
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+    
+    
    
+      
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+      
    
+        
    
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+
+
    jsPsych.data
    
+
    The jsPsych.data module contains functions for interacting with the data generated by jsPsych plugins.
    
+
    
+
    jsPsych.data.addProperties
    
+
    jsPsych.data.addProperties(properties)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    propertiesobjectObject of key: value pairs to add to the data.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This method appends a set of properties to every trial in the data object, including trials that have already occurred and trials that have yet to occur. You can use this to record things like the subject ID or condition assignment.
    
+
    Examples
    
+
    Assigning a subject ID and condition code
    
+
    jsPsych.data.addProperties({subject: 1, condition: 'control'});
+
    
+
    
+
    jsPsych.data.displayData
    
+
    jsPsych.data.displayData(format)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    formatstringSpecifies whether to display the data in 'csv' or 'json' format.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    Outputs all of the data collected in the experiment to the screen in either JSON or CSV format. This is a useful method for quick debugging when developing an experiment.
    
+
    Examples
    
+
    Using the on_finish callback function to show data at the end of the experiment
    
+
    var jsPsych = initJsPsych({
+    on_finish: function() {
+        jsPsych.data.displayData('csv');
+    }
+})
+
    
+
    
+
    jsPsych.data.get
    
+
    jsPsych.data.get()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns the data collection of all data generated by the experiment.
    
+
    Description
    
+
    This function is the standard starting point for accessing the data generated by the experiment. It returns a DataCollection object, which has
+several methods that can be used to further filter, aggregate, and view the data. These methods are described under the DataCollection section
+on this page.
    
+
    Example
    
+
    // select all trials
+var all_data = jsPsych.data.get();
+
+// get csv representation of data and log to console
+console.log(all_data.csv());
+
    
+
    
+
    jsPsych.data.getDataByTimelineNode
    
+
    jsPsych.data.getDataByTimelineNode(node_id)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    node_idstringThe id of the TimelineNodes to get data from.
    
+
    Return value
    
+
    Returns a DataCollection of all of the data generated in a specified TimelineNode.
    
+
    Description
    
+
    Get all the data generated by a specified Timeline.
    
+
    Example
    
+
    var current_node_id = jsPsych.getCurrentTimelineNodeID();
+var data_from_current_node = jsPsych.data.getDataByTimelineNode(current_node_id);
+
    
+
    
+
    jsPsych.data.getInteractionData
    
+
    jsPsych.data.getInteractionData()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns a DataCollection object with all of the interaction events.
    
+
    Description
    
+
    jsPsych automatically records a few different kinds of user interaction events. blur events occur when the user clicks on another window or tab during the experiment, indicating that they are no longer interacting with the experiment. focus events occur when the user clicks on the experiment window after having clicked somewhere else first (i.e., generated a blur event). fullscreenenter and fullscreenexit events are triggered by the browser entering and exiting fullscreen mode. However, fullscreenenter events only occur when the script switches the browser to fullscreen mode, e.g., with the fullscreen plugin. Manually entering fullscreen mode does not trigger this event. fullscreenexit events occur whether the user manually exits fullscreen mode or the script exits fullscreen mode. This method returns the DataCollection containing all interaction events. This is useful for tracking whether the participant completed the task without diverting attention to other windows. Events are in the form:
    
+
    {
+    type: 'focus' or 'blur' or 'fullscreenenter' or 'fullscreenexit',
+    trial: 10, // the trial number when the event happened
+    time: 13042 // total time elapsed since the start of the experiment
+}
+
    
+
    Example
    
+
    var interaction_data = jsPsych.data.getInteractionData();
+// log data to console in json format
+console.log(interaction_data.json());
+
    
+
    
+
    jsPsych.data.getLastTimelineData
    
+
    jsPsych.data.getLastTimelineData()
+
    
+
    Return value
    
+
    Returns a DataCollection.
    
+
    Description
    
+
    Gets all of the data generated in the same timeline as the last trial.
    
+
    Example
    
+
    var lasttimelinedata = jsPsych.data.getLastTimelineData();
+
    
+
    
+
    jsPsych.data.getLastTrialData
    
+
    jsPsych.data.getLastTrialData()
+
    
+
    Return value
    
+
    Returns a DataCollection.
    
+
    Description
    
+
    Gets the data collection containing all data generated by the last trial.
    
+
    Example
    
+
    var lasttrialdata = jsPsych.data.getLastTrialData();
+
    
+
    
+
    jsPsych.data.getURLVariable
    
+
    jsPsych.data.getURLVariable(var_name)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    var_namestringWhich variable to get the value of.
    
+
    Return value
    
+
    Returns the value of a variable passed in through the query string.
    
+
    Description
    
+
    For extracting a particular variable passed in through a URL query string.
    
+
    Example
    
+
    // if the URL of the page is: experiment.html?subject=1234&condition=test
+console.log(jsPsych.data.getURLVariable('subject')) // logs "1234"
+console.log(jsPsych.data.getURLVariable('condition')) // logs "test"
+
    
+
    
+
    jsPsych.data.urlVariables
    
+
    jsPsych.data.urlVariables()
+
    
+
    Return value
    
+
    Returns an object (associative array) of the variables in the URL query string.
    
+
    Description
    
+
    For extracting variables passed in through a URL query string.
    
+
    Example
    
+
    // if the URL of the page is: experiment.html?subject=1234&condition=test
+var urlvar = jsPsych.data.urlVariables();
+console.log(urlvar.subject) // logs "1234"
+console.log(urlvar.condition) // logs "test"
+
    
+
    
+
    jsPsych.data.write
    
+
    jsPsych.data.write(data_object)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    data_objectobjectObject of key: value pairs to store in jsPsych's data storage as a trial.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This method is used by jsPsych.finishTrial for writing data. You should probably not use it to add data. Instead use jsPsych.data.addProperties.
    
+
    Example
    
+
    // don't use this! data should only be written once per trial. use jsPsych.finishTrial to save data.
+
+var trial_data = {
+    correct: true,
+    rt: 487
+}
+
+jsPsych.data.write(trial_data);
+
    
+
    
+
    DataCollection
    
+
    All data is stored in the DataCollection object. Using methods like jsPsych.data.get() and jsPsych.data.getLastTrialData() return DataCollections containing the experiment data. This is a list of all of the methods that are available to call on a DataCollection object.
    
+
    .addToAll()
    
+
    Adds a set of properties to all items in the DataCollection. Similar to jsPsych.data.addProperties(), except that it can be applied to a subset of the whole DataCollection by filtering down to a smaller DataCollection first.
    
+
    jsPsych.data.get().addToAll({subject_id: 123, condition: 'control'});
+
    
+
    .addToLast()
    
+
    Adds a set of properties to the last trial in the DataCollection.
    
+
    jsPsych.data.get().addToLast({success: true});
+
    
+
    .count()
    
+
    Counts the number of trials in the DataCollection.
    
+
    jsPsych.data.get().count()
+
    
+
    .csv()
    
+
    Generates a CSV string representing all of the data in the DataCollection.
    
+
    console.log(jsPsych.data.get().csv());
+
    
+
    .filter()
    
+
    Returns a subset of the DataCollection based on the filter. The filter is an object, and trials are only kept in the returned DataCollection if they contain the key: value pair(s) in the filter object. For example, the code below selects all of the trials with a correct response.
    
+
    var correct_trials = jsPsych.data.get().filter({correct: true});
+
    
+
    The object can have multiple key: value pairs, and the trials must match all of them in order to be included in the returned collection.
    
+
    // keep only correct trials from the practice phase
+var correct_practice_trials = jsPsych.data.get().filter({correct:true, phase: 'practice'});
+
    
+
    The filter can also be an array of objects. In this case each object in the array acts as an OR filter. As long as the trial has all the key: value pairs of one of the objects in the array, it will appear in the returned collection.
    
+
    // select trials from block 1 and block 5.
+var trials = jsPsych.data.get().filter([{block: 1}, {block:5}]);
+
    
+
    The filter method returns a DataCollection object, so methods can be chained onto a single statement.
    
+
    // count the number of correct trials in block 1
+var block_1_correct = jsPsych.data.get().filter({block:1, correct:true}).count();
+
    
+
    .filterColumns()
    
+
    Selects the set of columns listed in the array. This is the opposite of the .ignore() method.
    
+
    // Get only the subject, rt, and condition entries for each trial.
+const subset_of_data = jsPsych.data.get().filterColumns(['subject', 'rt', 'condition'])
+
    
+
    .filterCustom()
    
+
    This method is similar to the .filter() method, except that it accepts a function as the filter. The function is passed a single argument, containing the data for a trial. If the function returns true the trial is included in the returned DataCollection.
    
+
    // count the number of trials with a response time greater than 2000ms.
+var too_long = jsPsych.data.get().filterCustom(function(trial){
+    return trial.rt > 2000;
+}).count()
+
    
+
    .first() / .last()
    
+
    Returns a DataCollection containing the first/last n trials. If n is greater than the number of trials in the DataCollection, then these functions will return an array of length equal to the number of trials. If there are no trials in the DataCollection, then these functions will return an empty array. If the n argument is omitted, then the functions will use the default value of 1. If n is zero or a negative number, then these functions will throw an error.
    
+
    var first_trial = jsPsych.data.get().first(1);
+var last_trial_with_correct_response = jsPsych.data.get().filter({correct: true}).last(1);
+var last_10_trials = jsPsych.data.get().last(10);
+
    
+
    .ignore()
    
+
    Returns a DataCollection with all instances of a particular key removed from the dataset.
    
+
    // log a csv file that does not contain the internal_node_id values for each trial
+console.log(jsPsych.data.get().ignore('internal_node_id').csv());
+
    
+
    .join()
    
+
    Appends one DataCollection onto another and returns the combined collection.
    
+
    // get a DataCollection with all trials that are either correct or
+// have a response time greater than 200ms.
+var dc1 = jsPsych.data.get().filter({correct: true});
+var dc2 = jsPsych.data.get().filterCustom(function(trial){ return trial.rt > 200});
+var data = dc1.join(dc2);
+
    
+
    .json()
    
+
    Generates a JSON string representing all of the data in the DataCollection.
    
+
    console.log(jsPsych.data.get().json());
+
    
+
    .localSave()
    
+
    Saves a CSV or JSON file on the computer running the experiment. If conducting an online experiment, this will download the file onto the subject's computer, and is therefore not a recommended data storage solution for online data collection.
    
+
    Warning: This function may not behave correctly in older browsers. Upgrading to the latest version of any major web browser should solve the problem.
    
+
    // first argument is the format, second is the filename.
+// the format can be either 'csv' or 'json'.
+jsPsych.data.get().localSave('csv','mydata.csv');
+
    
+
    .push()
    
+
    Add a new entry to the DataCollection. This method is mostly used internally, and you shouldn't need to call it under normal circumstances.
    
+
    var data = {correct: true, rt: 500}
+jsPsych.data.get().push(data);
+
    
+
    .readOnly()
    
+
    Creates a copy of the DataCollection so that any modification of the values in the DataCollection will not affect the original.
    
+
    // this line edits the rt property of the first trial
+jsPsych.data.get().first(1).values()[0].rt = 100;
+
+// readOnly creates a copy that can be modified without affecting the original
+
+jsPsych.data.get().first(1).values()[0].rt
+// outputs 100
+
+jsPsych.data.get().readOnly().first(1).values()[0].rt = 200
+jsPsych.data.get().first(1).values()[0].rt
+// still outputs 100
+
    
+
    .select()
    
+
    Returns a DataColumn object (see documentation below) of a single property from a DataCollection object.
    
+
    var rt_data = jsPsych.data.get().select('rt');
+rt_data.mean()
+
    
+
    .uniqueNames()
    
+
    Generates an array of all the unique key names in the set of trials contained in the DataCollection. This is especially useful when setting up a relational database (e.g., MySQL) where the column names need to be specified in advance.
    
+
    console.log(jsPsych.data.get().uniqueNames());
+
    
+
    .values()
    
+
    Returns the raw data array associated with the DataCollection. This array is modifiable, so changes to the array and values of objects in the array will change the DataCollection.
    
+
    var raw_data = jsPsych.data.get().values();
+
+// was response in first trial correct?
+if(raw_data[0].correct){
+    console.log('correct!');
+} else {
+    console.log('incorrect.');
+}
+
    
+
    
+
    DataColumn
    
+
    DataColumn objects represent all the values of a single property in a DataCollection. They are generated by using the .select() method on a DataCollection. Once a DataColumn is generated, the following methods can be used.
    
+
    .all()
    
+
    Checks if all values in the DataColumn return true when passed to a function. The function takes a single argument, which represents one value from the DataColumn.
    
+
    // check if all the response times in the practice phase were under 1000ms
+jsPsych.data.get().filter({phase: 'practice'}).select('correct').all(function(x) { return x < 1000; });
+
    
+
    .count()
    
+
    Counts the number of values in the DataColumn.
    
+
    // count how many response times there are
+jsPsych.data.get().select('rt').count();
+
    
+
    .frequencies()
    
+
    Counts the number of occurrences of each unique value in the DataColumn. Returns this value as an object, where each key is a unique value and the value of each key is the number of occurrences of that key.
    
+
    // get frequencies of correct and incorrect responses
+jsPsych.data.get().select('correct').frequencies();
+
    
+
    .max() / .min()
    
+
    Returns the maximum or minimum value in a DataColumn.
    
+
    jsPsych.data.get().select('rt').max();
+jsPsych.data.get().select('rt').min();
+
    
+
    .mean()
    
+
    Returns the average of all the values in a DataColumn.
    
+
    jsPsych.data.get().select('rt').mean();
+
    
+
    .median()
    
+
    Returns the median of all the values in a DataColumn.
    
+
    jsPsych.data.get().select('rt').median();
+
    
+
    .sd()
    
+
    Returns the standard deviation of the values in a DataColumn.
    
+
    jsPsych.data.get().select('rt').sd();
+
    
+
    .subset()
    
+
    Filters the DataColumn to include only values that return true when passed through the specified function.
    
+
    // below results will be less than 200.
+jsPsych.data.get().select('rt').subset(function(x){ return x < 200; }).max();
+
    
+
    .sum()
    
+
    Returns the sum of the values in a DataColumn.
    
+
    jsPsych.data.get().select('rt').sum();
+
    
+
    .values
    
+
    The raw array of values in the DataColumn.
    
+
    // note that this is not a function call.
+jsPsych.data.get().select('rt').values;
+
    
+
    .variance()
    
+
    Returns the variance of the values in a DataColumn.
    
+
    jsPsych.data.get().select('rt').variance();
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
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+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/reference/jspsych-pluginAPI/index.html b/7.3/reference/jspsych-pluginAPI/index.html
new file mode 100755
index 00000000..be8f520a
--- /dev/null
+++ b/7.3/reference/jspsych-pluginAPI/index.html
@@ -0,0 +1,4867 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        jsPsych.pluginAPI - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
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+        
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+  
+
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+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
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+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
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+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    jsPsych.pluginAPI
    
+
    The pluginAPI module contains functions that are useful when developing plugins. All of the functions are accessible through the pluginAPI object. In this documentation we've divided them up based on different kinds of functionality.
    
+
    Keyboard Input
    
+
    cancelAllKeyboardResponses
    
+
    jsPsych.pluginAPI.cancelAllKeyboardResponses()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    Cancels all currently active keyboard listeners created by jsPsych.pluginAPI.getKeyboardResponse.
    
+
    Example
    
+
    jsPsych.pluginAPI.cancelAllKeyboardResponses();
+
    
+
    
+
    cancelKeyboardResponse
    
+
    jsPsych.pluginAPI.cancelKeyboardResponse(listener_id)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    listener_idobjectThe listener_id object generated by the call to jsPsych.pluginAPI.getKeyboardResponse.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    Cancels a specific keyboard listener created by jsPsych.pluginAPI.getKeyboardResponse.
    
+
    Example
    
+
    // create a persistent keyboard listener
+var listener_id = jsPsych.pluginAPI.getKeyboardResponse({
+    callback_function: after_response, 
+    valid_responses: ['p','q'], 
+    rt_method: 'performance', 
+    persist: true,
+    allow_held_key: false
+});
+
+// cancel keyboard listener
+jsPsych.pluginAPI.cancelKeyboardResponse(listener_id);
+
    
+
    
+
    compareKeys
    
+
    jsPsych.pluginAPI.compareKeys(key1, key2)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    key1string or numericThe representation of a key, either string or keycode
    key2string or numericThe representation of a key, either string or keycode
    
+
    Return value
    
+
    Returns true if keycodes or strings refer to the same key, regardless of type. Returns false if the keycodes or strings do not match.
    
+
    Description
    
+
    Compares two keys to see if they are the same, ignoring differences in representational type, and using the appropriate case sensitivity based on the experiment's settings. 
    
+
    If case_sensitive_responses is set to false in initJsPsych (the default), then the string key comparison will not be case-sensitive, e.g., "a" and "A" will match, and this function will return true. If case_sensitive_responses is set to true in initJsPsych, then the string key comparison will not be case-sensitive, e.g., "a" and "A" will not match, and this function will return false. 
    
+
    We recommend using this function to compare keys in all plugin and experiment code, rather than using something like if (response == 'j').... This is because the response key returned by the jsPsych.pluginAPI.getKeyboardResponse function will be converted to lowercase when case_sensitive_responses is false, and it will match the exact key press representation when case_sensitive_responses is true. Using this compareKeys function will ensure that your key comparisons work appropriately based on the experiment's case_sensitive_responses setting, and that you do not need to remember to check key responses against different case versions of the comparison key (e.g. if (response == 'ArrowLeft' || response == 'arrowleft')...). 
    
+
    Examples
    
+
    Basic examples
    
+
    jsPsych.pluginAPI.compareKeys('a', 'A');
+// returns true when case_sensitive_responses is false in initJsPsych
+
+jsPsych.pluginAPI.compareKeys('a', 'A');
+// returns false when case_sensitive_responses is true in initJsPsych
+
+// also works with numeric key codes (but note that numeric keyCode values are now deprecated)
+jsPsych.pluginAPI.compareKeys('a', 65);
+// returns true
+
+jsPsych.pluginAPI.compareKeys('space', 31);
+// returns false
+
    
+
    Comparing a key response and key parameter value in plugins
    
+
    // this is the callback_function passed to jsPsych.pluginAPI.getKeyboardResponse
+var after_response = function(info) {
+  // score the response by comparing the key that was pressed against the trial's key_answer parameter
+  var correct = jsPsych.pluginAPI.compareKeys(trial.key_answer, info.key);
+  //...
+}
+
    
+
    Scoring a key response in experiment code
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<<<<<',
+  choices: ['f','j'],
+  prompt: 'Press f for left. Press j for right.',
+  on_finish: function(data){
+    // score the response by comparing the key that was pressed (data.response) against the 
+    // correct response for this trial ('f'), and store reponse accuracy in the trial data
+    if(jsPsych.pluginAPI.compareKeys(data.response, 'f')){
+      data.correct = true;
+    } else {
+      data.correct = false; 
+    }
+  }
+}
+
    
+
    
+
    getKeyboardResponse
    
+
    jsPsych.pluginAPI.getKeyboardResponse(parameters)
+
    
+
    Parameters
    
+
    The method accepts an object of parameter values (see example below). The valid keys for this object are listed in the table below.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    callback_functionfunctionThe function to execute whenever a valid keyboard response is generated.
    valid_responsesarrayAn array of key codes or character strings representing valid responses. Responses not on the list will be ignored. An empty array indicates that all responses are acceptable.
    rt_methodstringIndicates which method of recording time to use. The 'performance' method uses calls to performance.now(), which is the standard way of measuring timing in jsPsych. It is supported by up-to-date versions of all the major browsers. The audio method is used in conjuction with an audio_context (set as an additional parameter). This uses the clock time of the audio_context when audio stimuli are being played.
    audio_contextAudioContext objectThe AudioContext of the audio file that is being played.
    audio_context_start_timenumericThe scheduled time of the sound file in the AudioContext. This will be used as the start time.
    allow_held_keybooleanIf true, then responses will be registered from keys that are being held down. If false, then a held key can only register a response the first time that getKeyboardResponse is called for that key. For example, if a participant holds down the A key before the experiment starts, then the first time getKeyboardResponse is called, the A will register as a key press. However, any future calls to getKeyboardResponse will not register the A until the participant releases the key and presses it again.
    persistbooleanIf false, then the keyboard listener will only trigger the first time a valid key is pressed. If true, then it will trigger every time a valid key is pressed until it is explicitly cancelled by jsPsych.pluginAPI.cancelKeyboardResponse or jsPsych.pluginAPI.cancelAllKeyboardResponses.
    
+
    Return value
    
+
    Return an object that uniquely identifies the keyboard listener. This object can be passed to jsPsych.pluginAPI.cancelKeyboardResponse to cancel the keyboard listener.
    
+
    Description
    
+
    Gets a keyboard response from the subject, recording the response time from when the function is first called until a valid response is generated.
    
+
    The keyboard event listener will be bound to the display_element declared in initJsPsych() (or the <body> element if no display_element is specified). This allows jsPsych experiments to be embedded in websites with other content without disrupting the functionality of other UI elements.
    
+
    A valid response triggers the callback_function specified in the parameters. A single argument is passed to the callback function. The argument contains an object with the properties key and rt. key contains the string representation of the response key, and rt contains the response time. 
    
+
    This function uses the .key value of the keyboard event, which is case sensitive. When case_sensitive_responses is false in initJsPsych (the default), this function will convert both the valid_responses strings and the response key to lowercase before comparing them, and it will pass the lowercase version of the response key to the callback_function. For example, if valid_responses is ['a'], then both 'A' and 'a' will be considered valid key presses, and 'a' will be returned as the response key. When case_sensitive_responses is true in initJsPsych, this function will not convert the case when comparing the valid_responses and response key, and it will not convert the case of the response key that is passed to the callback_function. For example, if valid_responses is ['a'], then 'a' will be the only valid key press, and 'A' (i.e. 'a' with CapsLock on or Shift held down) will not be accepted. Also, if valid_responses includes multiple letter case options (e.g. "ALL_KEYS"), then you may need to check the response key against both letter cases when scoring etc., e.g. if (response == 'ArrowLeft' || response =='arrowleft') ....
    
+
    Examples
    
+
    Get a single response from any key
    
+
    var after_response = function(info){
+    alert('You pressed key '+info.key+' after '+info.rt+'ms');
+}
+
+jsPsych.pluginAPI.getKeyboardResponse({
+  callback_function:after_response,
+  valid_responses: "ALL_KEYS",
+  rt_method: 'performance',
+  persist: false
+});
+
    
+
    Get a responses from a key until the letter q is pressed
    
+
    var after_response = function(info){
+    alert('You pressed key '+info.key+' after '+info.rt+'ms');
+
+    if(jsPsych.pluginAPI.compareKeys(info.key,'q')){ /
+        jsPsych.pluginAPI.cancelKeyboardResponse(listener);
+    }
+}
+
+var listener = jsPsych.pluginAPI.getKeyboardResponse({
+  callback_function:after_response,
+  valid_responses: "ALL_KEYS",
+  rt_method: 'performance',
+  persist: true
+});
+
    
+
    Media
    
+
    getAudioBuffer
    
+
    jsPsych.pluginAPI.getAudioBuffer(filepath)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    filepathstringThe path to the audio file that was preloaded.
    
+
    Return value
    
+
    Returns a Promise that resolves when the audio file loads. Success handler's parameter will be the audio buffer. If the experiment is running using the WebAudio API it will be an AudioBuffer object. Otherwise, it will be an HTML5 Audio object. The failure handler's parameter is the error generated by preloadAudio.
    
+
    Description
    
+
    Gets an AudioBuffer that can be played with the WebAudio API or an Audio object that can be played with HTML5 Audio. 
    
+
    It is strongly recommended that you preload audio files before calling this method. This method will load the files if they are not preloaded, but this may result in delays during the experiment as audio is downloaded.
    
+
    Examples
    
+
    HTML 5 Audio
    
+
    jsPsych.pluginAPI.getAudioBuffer('my-sound.mp3')
+  .then(function(audio){
+    audio.play();
+  })
+  .catch(function(err){
+    console.error('Audio file failed to load')
+  })
+
    
+
    WebAudio API
    
+
    var context = jsPsych.pluginAPI.audioContext();
+
+jsPsych.pluginAPI.getAudioBuffer('my-sound.mp3')
+  .then(function(buffer){
+    audio = context.createBufferSource();
+    audio.buffer = buffer;
+    audio.connect(context.destination);
+    audio.start(context.currentTime);
+  })
+  .catch(function(err){
+    console.error('Audio file failed to load')
+  })
+
    
+
    See the audio-keyboard-response plugin for an example in a fuller context.
    
+
    
+
    getAutoPreloadList
    
+
    jsPsych.pluginAPI.getAutoPreloadList(timeline)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    timelinearrayAn array containing the trial object(s) from which a list of media files should be automatically generated. This array can contain the entire experiment timeline, or any individual parts of a larger timeline, such as specific timeline nodes and trial objects.
    
+
    Return value
    
+
    An object with properties for each media type: images, audio, and video. Each property contains an array of the unique files of that media type that were automatically extracted from the timeline. If no files are found in the timeline for a particular media type, then the array will be empty for that type.
    
+
    Description
    
+
    This method is used to automatically generate lists of unique image, audio, and video files from a timeline. It is used by the preload plugin to generate a list of to-be-preloaded files based on the trials passed to the trials parameter and/or the experiment timeline passed to jsPsych.run (when auto_preload is true). It can be used in custom plugins and experiment code to generate a list of audio/image/video files, based on a timeline. 
    
+
    This function will only return files from plugin parameters that are marked as parameter type AUDIO/IMAGE/VIDEO, and only when the preload flag of the corresponding parameter definition has not been set to false, and the trial's parameter value is not a function.
+When a file path is returned to the trial parameter from a function (including the jsPsych.timelineVariable function), or when the file path is embedded in an HTML string, that file will not be detected by the getAutoPreloadList method.
+In these cases, the file should be preloaded manually.
+See Media Preloading for more information.
    
+
    Example
    
+
    var audio_trial = {
+    type: jsPsychAudioKeyboardResponse
+    stimulus: 'file.mp3'
+}
+
+var image_trial = {
+    type: jsPsychImageKeyboardResponse
+    stimulus: 'file.png'
+}
+
+var video_trial = {
+    type: jsPsychVideoKeyboardResponse
+    stimulus: 'file.mp4'
+}
+
+var timeline = [audio_trial, image_trial, video_trial];
+
+jsPsych.pluginAPI.getAutoPreloadList(timeline);
+
    
+
    
+
    getMicrophoneRecorder
    
+
    jsPsych.pluginAPI.getMicrophoneRecorder()
+
    
+
    Parameters
    
+
    None
    
+
    Return value
    
+
    A MediaRecorder object connected to the MediaStream for the active microphone.
    
+
    Description
    
+
    Provides access to the MediaRecorder created by initializeMicrophoneRecorder().
+If no microphone recorder exists, it returns null.
    
+
    Example
    
+
    const recorder = jsPsych.pluginAPI.getMicrophoneRecorder();
+
    
+
    
+
    initializeMicrophoneRecorder
    
+
    jsPsych.pluginAPI.initializeMicrophoneRecorder(stream)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    streamMediaStreamThe MediaStream object from an active microphone device.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Generates a MediaRecorder object from provided MediaStream and stores this for access via getMicrophoneRecorder().
    
+
    Example
    
+
    const stream = await navigator.mediaDevices.getUserMedia({ audio: { deviceId: mic_id } });
+
+jsPsych.pluginAPI.initializeMicrophoneRecorder(stream);
+
    
+
    
+
    preloadAudio
    
+
    jsPsych.pluginAPI.preloadAudio(files, callback_complete, callback_load, callback_error)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    filesarrayAn array of audio file paths to load. The array can be nested (e.g., if images are in multiple arrays to help sort by condition or task).
    callback_completefunctionA function to execute when all the files have been loaded.
    callback_loadfunctionA function to execute after a single file has been loaded. A single parameter is passed to this function which is the file source (string) that has loaded.
    callback_errorfunctionA function to execute after a single file has produced an error. A single parameter is passed to this function which is the file source (string) that produced the error.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This function is used to preload audio files. It is used by the preload plugin, and could be called directly to preload audio files in custom plugins or experiment. See Media Preloading for more information.
    
+
    It is possible to run this function without specifying a callback function. However, in this case the code will continue executing while the files are loaded. Thus, it is possible that an audio file would be required for playing before it is done preloading. The callback_complete function will only execute after all the audio files are loaded, and can be used to control the flow of the experiment (e.g., by starting the experiment in the callback_complete function).
    
+
    The callback_load and callback_error functions are called after each file has either loaded or produced an error, so these functions can also be used to monitor loading progress. See example below.
    
+
    Examples
    
+
    Basic use
    
+
    var sounds = ['file1.mp3', 'file2.mp3', 'file3.mp3'];
+
+jsPsych.pluginAPI.preloadAudio(sounds, 
+    function(){ startExperiment(); },
+    function(file){ console.log('file loaded: ', file); }
+    function(file){ console.log('error loading file: ', file); }
+);
+
+function startExperiment(){
+    jsPsych.run(exp);
+}
+
    
+
    Show progress of loading
    
+
    var sounds = ['file1.mp3', 'file2.mp3', 'file3.mp3'];
+var n_loaded = 0;
+
+jsPsych.pluginAPI.preloadAudio(sounds, function(){ startExperiment(); }, function(file) { updateLoadedCount(file); });
+
+function updateLoadedCount(file){
+  n_loaded++;
+    var percentcomplete = n_loaded / sounds.length * 100;
+
+    // could put something fancier here, like a progress bar
+    // or updating text in the DOM.
+    console.log('Loaded '+percentcomplete+'% of audio files');
+}
+
+function startExperiment(){
+  jsPsych.run(exp);
+}
+
    
+
    
+
    preloadImages
    
+
    jsPsych.pluginAPI.preloadImages(images, callback_complete, callback_load, callback_error)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    imagesarrayAn array of image paths to load. The array can be nested (e.g., if images are in multiple arrays to help sort by condition or task).
    callback_completefunctionA function to execute when all the images have been loaded.
    callback_loadfunctionA function to execute after a single file has been loaded. A single parameter is passed to this function which is the file source (string) that has loaded.
    callback_errorfunctionA function to execute after a single file has produced an error. A single parameter is passed to this function which is the file source (string) that produced the error.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This function is used to preload image files. It is used by the preload plugin, and could be called directly to preload image files in custom plugins or experiment code. See Media Preloading for more information.
    
+
    It is possible to run this function without specifying a callback function. However, in this case the code will continue executing while the images are loaded. Thus, it is possible that an image would be required for display before it is done preloading. The callback_complete function will only execute after all the images are loaded, and can be used to control the flow of the experiment (e.g., by starting the experiment in the callback_complete function).
    
+
    The callback_load and callback_error functions are called after each file has either loaded or produced an error, so these functions can also be used to monitor loading progress. See example below.
    
+
    Examples
    
+
    Basic use
    
+
    var images = ['img/file1.png', 'img/file2.png', 'img/file3.png'];
+
+jsPsych.pluginAPI.preloadImages(images, 
+    function(){ startExperiment(); },
+    function(file){ console.log('file loaded: ', file); }
+    function(file){ console.log('error loading file: ', file); }
+);
+
+function startExperiment(){
+    jsPsych.run(exp);
+}
+
    
+
    Show progress of loading
    
+
    var images = ['img/file1.png', 'img/file2.png', 'img/file3.png'];
+var n_loaded = 0;
+
+jsPsych.pluginAPI.preloadImages(images, function(){ startExperiment(); }, function(file) { updateLoadedCount(file); });
+
+function updateLoadedCount(file){
+  n_loaded++;
+    var percentcomplete = n_loaded / images.length * 100;
+
+    // could put something fancier here, like a progress bar
+    // or updating text in the DOM.
+    console.log('Loaded '+percentcomplete+'% of images');
+}
+
+function startExperiment(){
+  jsPsych.run(exp);
+}
+
    
+
    
+
    preloadVideo
    
+
    jsPsych.pluginAPI.preloadVideo(video, callback_complete, callback_load, callback_error)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    videoarrayAn array of video paths to load. The array can be nested (e.g., if videos are in multiple arrays to help sort by condition or task).
    callback_completefunctionA function to execute when all the videos have been loaded.
    callback_loadfunctionA function to execute after a single file has been loaded. A single parameter is passed to this function which is the file source (string) that has loaded.
    callback_errorfunctionA function to execute after a single file has produced an error. A single parameter is passed to this function which is the file source (string) that produced the error.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This function is used to preload video files. It is used by the preload plugin, and could be called directly to preload video files in custom plugins or experiment code. See Media Preloading for more information.
    
+
    It is possible to run this function without specifying a callback function. However, in this case the code will continue executing while the videos are loaded. Thus, it is possible that a video would be requested before it is done preloading. The callback_complete function will only execute after all the videos are loaded, and can be used to control the flow of the experiment (e.g., by starting the experiment in the callback_complete function).
    
+
    The callback_load and callback_error functions are called after each file has either loaded or produced an error, so these functions can also be used to monitor loading progress. See example below.
    
+
    Examples
    
+
    Basic use
    
+
    var videos = ['vid/file1.mp4', 'vid/file2.mp4', 'vid/file3.mp4'];
+
+jsPsych.pluginAPI.preloadVideo(videos, 
+  function(){ startExperiment(); },
+  function(file){ console.log('file loaded: ', file); }
+  function(file){ console.log('error loading file: ', file); }
+);
+
+function startExperiment(){
+  jsPsych.run(exp);
+}
+
    
+
    Show progress of loading
    
+
    var videos = ['vid/file1.mp4', 'vid/file2.mp4', 'vid/file3.mp4'];
+var n_loaded = 0;
+
+jsPsych.pluginAPI.preloadVideo(videos, function(){ startExperiment(); }, function(file) { updateLoadedCount(file); });
+
+function updateLoadedCount(file){
+  n_loaded++;
+    var percentcomplete = n_loaded / videos.length * 100;
+
+    // could put something fancier here, like a progress bar
+    // or updating text in the DOM.
+    console.log('Loaded '+percentcomplete+'% of videos');
+}
+
+function startExperiment(){
+  jsPsych.run(exp);
+}
+
    
+
    
+
    Simulation
    
+
    clickTarget
    
+
    jsPsych.pluginAPI.clickTarget(target, delay)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    targetElementThe DOM element to simulate clicking on.
    delaynumberTime to wait in milliseconds. The click will be executed after the delay.
    
+
    Return value
    
+
    None
    
+
    Description
    
+
    Simulates clicking on a DOM element by dispatching three MouseEvents on the target: 'mousedown', then 'mouseup', then 'click'. If delay is positive, then the events are scheduled to execute after the delay via setTimeout.
    
+
    Example
    
+
    const target = document.querySelector('.jspsych-btn');
+
+jsPsych.pluginAPI.clickTarget(target, 500);
+
    
+
    
+
    ensureSimulationDataConsistency
    
+
    jsPsych.pluginAPI.ensureSimulationDataConsistency(trial, data)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    trialobjectParameters for the trial, e.g., those passed to the plugin's trial() method.
    dataobjectAn object containing data for the trial.
    
+
    Return value
    
+
    None. The data object is modified in place by this method.
    
+
    Description
    
+
    Performs some basic consistency checks on the data based on the parameters specified in trial. For example, if trial.choices is "NO_KEYS" but data.response is a key string then data.response and data.rt are set to null.
    
+
    Example
    
+
    jsPsych.pluginAPI.ensureSimulationDataConsistency(trial, data);
+
    
+
    
+
    fillTextInput
    
+
    jsPsych.pluginAPI.fillTextInput(target, text, delay)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    targetHTMLInputElementThe input element to fill in with text.
    textstringThe text to input.
    delaynumberTime to wait in milliseconds. The text will be inserted after the delay.
    
+
    Return value
    
+
    None
    
+
    Description
    
+
    Sets the value of the target HTMLInputElement to equal text. 
    
+
    Example
    
+
    const target = document.querySelector('input[type="text"]');
+
+jsPsych.pluginAPI.fillTextInput(target, "hello!", 500);
+
    
+
    
+
    getValidKey
    
+
    jsPsych.pluginAPI.getValidKey(choices)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    choices"NO_KEYS" or "ALL_KEYS" or array of stringsRepresentation of the valid keys allowed for a keyboard response used by the getKeyboardResponse method.
    
+
    Return value
    
+
    A valid key given the choices parameter, chosen at random from the possible keys.
    
+
    Description
    
+
    Picks a random key given a set of options. Currently it only picks letters and numbers when choices is "ALL_KEYS".
    
+
    Example
    
+
    const random_key = jsPsych.pluginAPI.getValidKey(trial.choices);
+
    
+
    
+
    keyDown
    
+
    jsPsych.pluginAPI.keyDown(key)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    keystringThe .key property of the corresponding key on the keyboard.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Dispatches a 'keydown' event for the specified key. 
    
+
    Example
    
+
    jsPsych.pluginAPI.keyDown('a');
+
    
+
    
+
    keyUp
    
+
    jsPsych.pluginAPI.keyUp(key)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    keystringThe .key property of the corresponding key on the keyboard.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Dispatches a 'keyup' event for the specified key. 
    
+
    Example
    
+
    jsPsych.pluginAPI.keyUp('a');
+
    
+
    
+
    mergeSimulationData
    
+
    jsPsych.pluginAPI.mergeSimulationData(default_data, simulation_options)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    default_dataobjectAn object containing data values for the simulated trial.
    simulation_optionsobjectThe simulation_options specified for the trial.
    
+
    Return value
    
+
    An object of data.
    
+
    Description
    
+
    This method merges the default_data with any data specified in simulation_options.data, giving priority to values specified in simulation_options.data. It returns the merged data.
    
+
    Example
    
+
    const default_data = {
+  rt: 500,
+  response: 'a'
+}
+
+const simulation_options = {
+  data: {
+    rt: 200
+  }
+}
+
+const data = jsPsych.pluginAPI.mergeSimulationData(default_data, simulation_options);
+
+data.rt === 200; // true
+
    
+
    
+
    Timeouts
    
+
    clearAllTimeouts
    
+
    jsPsych.pluginAPI.clearAllTimeouts()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    Clears any pending timeouts that were set using jsPsych.pluginAPI.setTimeout().
    
+
    
+
    setTimeout
    
+
    jsPsych.pluginAPI.setTimeout(callback, delay)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    callbackfunctionA function to execute after waiting for delay.
    delayintegerTime to wait in milliseconds.
    
+
    Return value
    
+
    Returns the ID of the setTimeout handle.
    
+
    Description
    
+
    This is simply a call to the standard setTimeout function in JavaScript with the added benefit of registering the setTimeout call in a central list. This is useful for scenarios where some other event (the trial ending, aborting the experiment) should stop the execution of queued timeouts.
    
+
    Example
    
+
    // print the time
+console.log(Date.now())
+
+// print the time 1s later
+jsPsych.pluginAPI.setTimeout(function(){
+    console.log(Date.now())
+}, 1000);
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/reference/jspsych-randomization/index.html b/7.3/reference/jspsych-randomization/index.html
new file mode 100755
index 00000000..d98384cc
--- /dev/null
+++ b/7.3/reference/jspsych-randomization/index.html
@@ -0,0 +1,4081 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        jsPsych.randomization - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    jsPsych.randomization
    
+
    The jsPsych.randomization module contains methods that are useful for generating random lists of trial variables.
    
+
    
+
    jsPsych.randomization.factorial
    
+
    jsPsych.randomization.factorial(factors, repetitions, unpack)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    factorsobjectThe factors object should contain a property for each different factor. Each property-factor should have a value of an array, with each element of the array corresponding to a level of the factor.
    repetitionsintegerThe number of times to repeat each unique combination of the factors in the output sample.
    unpackbooleanIf true then the output will be an object with a property for each factor in the original factors object. The value of each property-factor will be an array containing the levels of the factor in a random order. The order will be consistent across each property-factor (e.g., the first element of each property-factor will specify one unique combination of the factors). If false, then the return value will be an array of objects where each property-factor contains only a single value.
    
+
    Return value
    
+
    The return value depends on the unpack parameter. See description of the parameter above, and examples below.
    
+
    Description
    
+
    This method takes a list of factors and their levels, and creates a full factorial design by creating each unique combination of the factors. The returned set of combinations is in a random order.
    
+
    Examples
    
+
    Create full factorial design
    
+
    var factors = {
+    stimulus: ['a.jpg', 'b.jpg'],
+    ms_delay: [100, 200]
+}
+
+var full_design = jsPsych.randomization.factorial(factors, 1);
+
+/*
+output:
+full_design = [
+    {stimulus: 'a.jpg', ms_delay: 200},
+    {stimulus: 'b.jpg', ms_delay: 200},
+    {stimulus: 'b.jpg', ms_delay: 100},
+    {stimulus: 'a.jpg', ms_delay: 100},
+]
+*/
+
    
+
    Create full factorial design with repeats
    
+
    var factors = {
+    stimulus: ['a.jpg', 'b.jpg'],
+    ms_delay: [100, 200]
+}
+
+var full_design = jsPsych.randomization.factorial(factors, 2);
+
+/*
+output:
+full_design = [
+    {stimulus: 'b.jpg', ms_delay: 200},
+    {stimulus: 'b.jpg', ms_delay: 100},
+    {stimulus: 'b.jpg', ms_delay: 100},
+    {stimulus: 'a.jpg', ms_delay: 100},
+    {stimulus: 'a.jpg', ms_delay: 200},
+    {stimulus: 'b.jpg', ms_delay: 200},
+    {stimulus: 'a.jpg', ms_delay: 100},
+    {stimulus: 'a.jpg', ms_delay: 200},
+]
+*/
+
    
+
    Create full factorial design, unpacked
    
+
    var factors = {
+    stimulus: ['a.jpg', 'b.jpg'],
+    ms_delay: [100, 200]
+}
+
+var full_design = jsPsych.randomization.factorial(factors, 1, true);
+
+/*
+output:
+full_design = {
+    stimulus: ['a.jpg','b.jpg','b.jpg','a.jpg'],
+    ms_delay: [200, 100, 200, 100]
+]
+*/
+
    
+
    
+
    jsPsych.randomization.randomID
    
+
    jsPsych.randomization.randomID(length)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    lengthintegerThe length of the randomly generated ID
    
+
    Return value
    
+
    Returns a string of length length where each character is randomly selected from the numbers 0-9 and all lowercase English letters a-z.
    
+
    Description
    
+
    Generates a random string that is likely to be unique. If length is undefined, then the string length is 32.
    
+
    Example
    
+
    console.log(jsPsych.randomization.randomID());
+// outputs: "t7dwz0e713pc8juuaayyfvpkdd9un239"
+
+console.log(jsPsych.randomization.randomID(8));
+// outputs: "3xtpcbck"
+
    
+
    
+
    jsPsych.randomization.randomInt
    
+
    jsPsych.randomization.randomInt(lower, upper)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    lowerintegerThe smallest value it is possible to generate
    upperintegerThe largest value it is possible to generate
    
+
    Return value
    
+
    An integer
    
+
    Description
    
+
    Generates a random integer from lower to upper
    
+
    Example
    
+
    console.log(jsPsych.randomization.randomInt(2,4));
+// outputs: 2 or 3 or 4.
+
    
+
    
+
    jsPsych.randomization.repeat
    
+
    jsPsych.randomization.repeat(array, repetitions, unpack)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    arrayarrayThe array of values to randomize & repeat.
    repetitionsinteger or arrayThe number of times to repeat each element of the array in the final sample. If this parameter is defined as an integer, then each element of array is repeated the same number of times. This parameter can also be an array of the same length as array, in which case each element of array will be repeated the number of times defined in the corresponding position of the repetitions array.
    unpackbooleanIf each element of array is an object with an equivalent set of properties, then setting unpack to true will make the return value an object with a property for each of the unique properties among the elements of the array. Each property in the output object will be an array containing the values for that property in the randomized order. The order will be consistent across properties. If this is false then the output is just an array containing a randomized order of the original array elements.
    
+
    Return value
    
+
    The return value depends on the unpack parameter. See description of the parameter above, and examples below.
    
+
    Description
    
+
    This method takes an array of values and generates a new random order of the array, with the option of repeating each element of the array a specified number of times.
    
+
    If the array elements are objects with the same set of properties, then this method can optionally return a single object where each property is a randomized order of the properties defined in the original set of objects. This is useful for randomizing sets of parameters that are used to define a jsPsych block.
    
+
    Examples
    
+
    Shuffle an array, no repeats
    
+
    var myArray = [1,2,3,4,5];
+var shuffledArray = jsPsych.randomization.repeat(myArray, 1);
+// output: shuffledArray = [3,2,4,1,5]
+
    
+
    Shuffle an array with repeats
    
+
    var myArray = [1,2,3,4,5];
+var shuffledArray = jsPsych.randomization.repeat(myArray, 2);
+// output: shuffledArray = [1,3,4,2,2,4,5,1,5,3]
+
    
+
    Shuffle an array of objects
    
+
    var trial1 = {
+    stimulus: 'img/faceA.jpg',
+    correct_key: 'p',
+    person_name: 'Joe'
+}
+
+var trial2 = {
+    stimulus: 'img/faceB.jpg',
+    correct_key: 'p',
+    person_name: 'Fred'
+}
+
+var trial3 = {
+    stimulus: 'img/faceC.jpg',
+    correct_key: 'q',
+    person_name: 'Mary'
+}
+
+var myArray = [ trial1, trial2, trial3 ];
+var shuffledArray = jsPsych.randomization.repeat(myArray, 2);
+
+// output: shuffledArray = [ trial1, trial3, trial3, trial2, trial1, trial2 ]
+
    
+
    Shuffle an array of objects, with unpack
    
+
    var trial1 = {
+    stimulus: 'img/faceA.jpg',
+    correct_key: 'p',
+    person_name: 'Joe'
+}
+
+var trial2 = {
+    stimulus: 'img/faceB.jpg',
+    correct_key: 'p',
+    person_name: 'Fred'
+}
+
+var trial3 = {
+    stimulus: 'img/faceC.jpg',
+    correct_key: 'q',
+    person_name: 'Mary'
+}
+
+var myArray = [ trial1, trial2, trial3 ];
+var shuffledArray = jsPsych.randomization.repeat(myArray, 2, true);
+
+/*
+output: shuffledArray = {
+    stimulus: ['img/faceB.jpg','img/faceA.jpg','img/faceC.jpg','img/faceA.jpg','img/faceC.jpg','img/faceB.jpg'],
+    correct_key: ['p', 'p', 'q', 'p', 'q', 'p'],
+    person_name: ['Fred', 'Joe', 'Mary', 'Joe', 'Mary', 'Fred']
+}
+*/
+
    
+
    
+
    jsPsych.randomization.sampleBernoulli
    
+
    jsPsych.randomization.sampleBernoulli(p)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    pnumberProbability of sampling 1
    
+
    Return value
    
+
    Returns 0 with probability 1-p and 1 with probability p.
    
+
    Description
    
+
    Generates a random sample from a Bernoulli distribution.
    
+
    Examples
    
+
    Sample a value
    
+
    if(jsPsych.randomization.sampleBernoulli(0.8)){
+    // this happens 80% of the time
+} else {
+    // this happens 20% of the time
+}
+
    
+
    
+
    jsPsych.randomization.sampleExGaussian
    
+
    jsPsych.randomization.sampleExGaussian(mean, standard_deviation, rate, positive=false)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    meannumberMean of the normal distribution component of the exGaussian
    standard_deviationnumberStandard deviation of the normal distribution component of the exGaussian
    ratenumberRate of the exponential distribution component of the exGaussian
    positiveboolIf true sample will be constrained to > 0.
    
+
    Return value
    
+
    A random sample from the distribution
    
+
    Description
    
+
    Generates a random sample from an exponentially modified Gaussian distribution.
    
+
    Examples
    
+
    Sample a value
    
+
    var rand_sample_exg = jsPsych.randomization.sampleExGaussian(500, 100, 0.01);
+
    
+
    
+
    jsPsych.randomization.sampleExponential
    
+
    jsPsych.randomization.sampleExponential(rate)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    ratenumberRate of the exponential distribution
    
+
    Return value
    
+
    A random sample from the distribution
    
+
    Description
    
+
    Generates a random sample from an exponential distribution.
    
+
    Examples
    
+
    Sample a value
    
+
    var rand_sample_exg = jsPsych.randomization.sampleExponential(0.01);
+
    
+
    
+
    jsPsych.randomization.sampleNormal
    
+
    jsPsych.randomization.sampleNormal(mean, standard_deviation)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    meannumberMean of the normal distribution
    standard_deviationnumberStandard deviation of the normal distribution
    
+
    Return value
    
+
    A random sample from the distribution
    
+
    Description
    
+
    Generates a random sample from a normal distribution.
    
+
    Examples
    
+
    Sample a value
    
+
    var rand_sample_exg = jsPsych.randomization.sampleNormal(500, 250);
+
    
+
    
+
    jsPsych.randomization.sampleWithReplacement
    
+
    jsPsych.randomization.sampleWithReplacement(array, sampleSize, weights)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    arrayarrayThe array of values to sample from
    sampleSizenumericThe number of samples to draw
    weightsarrayThe relative weight of each element in array. This array is normalized, so the values do not need to sum to 1. The length must match the length of array.
    
+
    Return value
    
+
    An array containing the sample.
    
+
    Description
    
+
    This method returns a sample drawn at random from a set of values with replacement. The relative probability of drawing each item can be controlled by specifying the weights.
    
+
    Examples
    
+
    Sample with equal probability
    
+
    var myArray = [1,2,3,4,5];
+var sample = jsPsych.randomization.sampleWithReplacement(myArray, 10);
+// output: sample = [3, 1, 2, 2, 5, 1, 4, 3, 1, 5];
+
    
+
    Sample with unequal probability
    
+
    var myArray = [1,2,3,4,5];
+var sample = jsPsych.randomization.sampleWithReplacement(myArray, 10, [6,1,1,1,1]);
+// output: sample = [3, 4, 5, 1, 2, 1, 3, 1, 1, 1];
+
    
+
    
+
    jsPsych.randomization.sampleWithoutReplacement
    
+
    jsPsych.randomization.sampleWithoutReplacement(array, sampleSize)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    arrayarrayThe array of values to sample from
    sampleSizenumericThe number of samples to draw
    
+
    Return value
    
+
    An array containing the sample.
    
+
    Description
    
+
    This method returns a sample drawn at random from a set of values without replacement. The sample size must be less than or equal to the length of the array.
    
+
    Examples
    
+
    Sample without replacement
    
+
    var myArray = [1,2,3,4,5];
+var sample = jsPsych.randomization.sampleWithoutReplacement(myArray, 2);
+// output: sample = [3,2];
+
    
+
    
+
    jsPsych.randomization.setSeed
    
+
    jsPsych.randomization.setSeed(seed)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    seedstringA seed for the random number generator
    
+
    Return value
    
+
    Returns the seed value.
    
+
    Description
    
+
    This function will override the behavior of Math.random() to produce a seedable pseudo random number generator.
+It uses the seedrandom package. 
+Note that calling setSeed() will change how Math.random() behaves for the entire document. 
+If you have non-jsPsych components on the page that use Math.random() they will be affected.
    
+
    Using setSeed() without passing in a seed will generate a random 32-bit seed.
+The seed value will be returned from the function call, allowing you to save it in the data for the experiment if needed.
    
+
    Examples
    
+
    Use a random 32-bit seed and save to data
    
+
    const seed = jsPsych.randomization.setSeed();
+jsPsych.data.addProperties({
+    rng_seed: seed
+});
+
    
+
    Use your own seed
    
+
    jsPsych.randomization.setSeed("jspsych");
+
    
+
    
+
    jsPsych.randomization.shuffle
    
+
    jsPsych.randomization.shuffle(array)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    arrayarrayThe array of values to shuffle
    
+
    Return value
    
+
    Returns an array with the same elements as the input array in a random order.
    
+
    Description
    
+
    A simple method for shuffling the order of an array.
    
+
    Examples
    
+
    Shuffle an array
    
+
    var myArray = [1,2,3,4,5];
+var shuffledArray = jsPsych.randomization.shuffle(myArray);
+// output: shuffledArray = [3,2,4,1,5]
+
    
+
    
+
    jsPsych.randomization.shuffleNoRepeats
    
+
    jsPsych.randomization.shuffleNoRepeats(array, equalityTest)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    arrayarrayThe array of values to shuffle
    equalityTestfunctionA function to use to evaluate the equality of neighbors in the array. The function should accept two parameters, which are the two elements to be tested. It should return true if they are equal and false if not. The default function, if none is specified, is to use the === operator. This will work for primitive values, but fail for Objects and Arrays. An example function is given below in the examples.
    
+
    Return value
    
+
    Returns an array with the same elements as the input array in a random order, with no repeating neighbors.
    
+
    Description
    
+
    Shuffle an array, ensuring that neighboring elements in the array are different.
    
+
    Warning: if you provide an array that has very few valid permutations with no neighboring elements, then this method will fail and cause the browser to hang.
    
+
    Examples
    
+
    Basic example
    
+
    var myArray = [1,2,3,4,5,1,2,3,4,5,1,2,3,4,5];
+var shuffledArray = jsPsych.randomization.shuffleNoRepeats(myArray);
+// output: shuffledArray = [2, 3, 5, 1, 2, 4, 1, 5, 4, 1, 3, 5, 4, 3, 2]
+
    
+
    Custom equalityTest
    
+
    var myObjects = [
+  {color:"blue"},
+    {color:"red"},
+    {color:"yellow"},
+    {color:"orange"}
+];
+
+var repeatedSet = jsPsych.randomization.repeat(myObjects,3);
+var shuffled = jsPsych.randomization.shuffleNoRepeats(repeatedSet, function(a,b) { return a.color === b.color });
+
+// console.log(JSON.stringify(shuffled))
+// "[{"color":"red"},{"color":"yellow"},{"color":"blue"},{"color":"yellow"},{"color":"orange"},{"color":"red"},{"color":"yellow"},{"color":"orange"},{"color":"blue"},{"color":"orange"},{"color":"red"},{"color":"blue"}]"
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/reference/jspsych-turk/index.html b/7.3/reference/jspsych-turk/index.html
new file mode 100755
index 00000000..994b03d3
--- /dev/null
+++ b/7.3/reference/jspsych-turk/index.html
@@ -0,0 +1,2260 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        jsPsych.turk - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    jsPsych.turk
    
+
    The jsPsych.turk module contains functions for interacting with Mechanical Turk. 
    
+
    
+
    jsPsych.turk.submitToTurk
    
+
    jsPsych.turk.submitToTurk(data)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    dataobjectThe data parameter is an object of key: value pairs. Any pairs in the data parameter will be saved by Mechanical Turk, and can be downloaded in a CSV file through the Mechanical Turk interface. Important: the data parameter must contain at least one key: value pair, even just a dummy value, or the HIT will not be submitted correctly.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This method will submit a HIT to Mechanical Turk, causing the HIT to finish. 
    
+
    This method will only work when called from within the mechanical turk website. If you are using an external HIT to send workers to your own server, this method will not work on an externally hosted page. It will work if your external content is loaded in the iframe on the Mechanical Turk website.
    
+
    Example
    
+
    <p>Enter the code you were given:</p>
+<input type="text" id="code"></input>
+<button onclick="sendData();">Submit HIT</button>
+
+<script>
+// this content must be loaded in the iframe on the mechanical turk website.
+// usually, this means that the content is part of your 'recruitment ad', the
+// page the workers can see when they are deciding whether or not to accept a HIT.
+// one option is to include a simple form on this page that workers submit, with a
+// special code that they get at the end of the experiment.
+
+function sendData() {
+  jsPsych.turk.submitToTurk({
+    code: document.getElementById('code').value
+  });
+}
+</script>
+
    
+
    
+
    jsPsych.turk.turkInfo
    
+
    jsPsych.turk.turkInfo()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns an object with six properties:
    
+
      
+
    • .assignmentId contains the assignment ID string of the HIT.
      • 
+
    • .hitId contains the HIT ID.
      • 
+
    • .workerId contains the worker ID of the worker completing the HIT.
      • 
+
    • .turkSubmitTo contains the URL for submitting the HIT. This parameter is used in the jsPsych.turk.submitToTurk method, and is probably not useful outside of that context.
      • 
+
    • .previewMode is a boolean value indicating whether or not the worker has accepted the HIT yet. If the page is viewed inside Mechancial Turk and the worker has not clicked 'Accept HIT' then this will be true. If the page is viewed outside Mechanical Turk or the worker has acccepted the HIT, then it will be false.
      • 
+
    • .outsideTurk is a boolean value indicating if the page is being viewed within Mechanical Turk, or if it is being viewed from another source (e.g., someone directly going to the page URL instead of going through mturk).
      • 
+
    
+
    Description
    
+
    This method returns basic information about the current Mechanical Turk session, including the worker ID, assignment ID, and HIT ID.
    
+
    Example
    
+
    var turkInfo = jsPsych.turk.turkInfo();
+
+alert('Worker ID is: ' + turkInfo.workerId);
+
+alert('Assignment ID is: ' + turkInfo.assignmentId);
+
+alert('HIT ID is: ' + turkInfo.hitId);
+
+// true if the page is viewed within Mechanical Turk, 
+// but worker has not accepted the HIT yet.
+// false if the page is viewed outside Mechanical Turk,
+// OR the worker has accepted the HIT.
+alert('Preview mode? ' + turkInfo.previewMode); 
+
+// true if the page is viewed outside mechanical turk,
+// false otherwise.
+alert('Outside turk? ' + turkInfo.outsideTurk);
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/reference/jspsych/index.html b/7.3/reference/jspsych/index.html
new file mode 100755
index 00000000..22942712
--- /dev/null
+++ b/7.3/reference/jspsych/index.html
@@ -0,0 +1,4480 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        jsPsych - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    jsPsych
    
+
    
+
    initJsPsych
    
+
    var jsPsych = initJsPsych(settings);
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    settingsobjectThe settings object for initializing jsPsych. See table below.
    
+
    The settings object can contain several parameters. None of the parameters are required.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    display_elementstringThe ID of an HTML element to display the experiment in. If left blank, jsPsych will use the <body> element to display content. All keyboard event listeners are bound to this element. In order for a keyboard event to be detected, this element must have focus (be the last thing that the subject clicked on).
    on_finishfunctionFunction to execute when the experiment ends.
    on_trial_startfunctionFunction to execute when a new trial begins.
    on_trial_finishfunctionFunction to execute when a trial ends.
    on_data_updatefunctionFunction to execute every time data is stored using the jsPsych.data.write method. All plugins use this method to save data (via a call to jsPsych.finishTrial, so this function runs every time a plugin stores new data.
    on_interaction_data_updatefunctionFunction to execute every time a new interaction event occurs. Interaction events include clicking on a different window (blur), returning to the experiment window (focus), entering full screen mode (fullscreenenter), and exiting full screen mode (fullscreenexit).
    on_closefunctionFunction to execute when the user leaves the page. Can be used, for example, to save data before the page is closed.
    exclusionsobjectSpecifies restrictions on the browser the subject can use to complete the experiment. See list of options below. This feature is deprecated as of v7.1 and will be removed in v8.0. The browser-check plugin is an improved way to handle exclusions.
    show_progress_barbooleanIf true, then a progress bar is shown at the top of the page. Default is false.
    message_progress_barstringMessage to display next to the progress bar. The default is 'Completion Progress'.
    auto_update_progress_barbooleanIf true, then the progress bar at the top of the page will automatically update as every top-level timeline or trial is completed.
    use_webaudiobooleanIf false, then jsPsych will not attempt to use the WebAudio API for audio playback. Instead, HTML5 Audio objects will be used. The WebAudio API offers more precise control over the timing of audio events, and should be used when possible. The default value is true.
    default_itinumericThe default inter-trial interval in ms. The default value if none is specified is 0ms.
    experiment_widthnumericThe desired width of the jsPsych container in pixels. If left undefined, the width will be 100% of the display element. Usually this is the <body> element, and the width will be 100% of the screen size.
    minimum_valid_rtnumericThe minimum valid response time for key presses during the experiment. Any key press response time that is less than this value will be treated as invalid and ignored. Note that this parameter only applies to keyboard responses, and not to other response types such as buttons and sliders. The default value is 0.
    override_safe_modebooleanRunning a jsPsych experiment directly in a web browser (e.g., by double clicking on a local HTML file) will load the page using the file:// protocol. Some features of jsPsych don't work with this protocol. By default, when jsPsych detects that it's running on a page loaded via the file:// protocol, it runs in safe mode, which automatically disables features that don't work in this context. Specifically, the use of Web Audio is disabled (audio will be played using HTML5 audio instead, even if use_webaudio is true) and video preloading is disabled. The override_safe_mode parameter defaults to false, but you can set it to true to force these features to operate under the file:// protocol. In order for this to work, you will need to disable web security (CORS) features in your browser - this is safe to do if you know what you are doing. Note that this parameter has no effect when you are running the experiment on a web server, because the page will be loaded via the http:// or https:// protocol.
    case_sensitive_responsesbooleanIf true, then jsPsych will make a distinction between uppercase and lowercase keys when evaluating keyboard responses, e.g. "A" (uppercase) will not be recognized as a valid response if the trial only accepts "a" (lowercase). If false, then jsPsych will not make a distinction between uppercase and lowercase keyboard responses, e.g. both "a" and "A" responses will be valid when the trial's key choice parameter is "a". Setting this parameter to false is useful if you want key responses to be treated the same way when CapsLock is turned on or the Shift key is held down. The default value is false.
    extensionsarrayArray containing information about one or more jsPsych extensions that are used during the experiment. Each extension should be specified as an object with type (required), which is the name of the extension, and params (optional), which is an object containing any parameter-value pairs to be passed to the extension's initialize function. Default value is an empty array.
    
+
    Possible values for the exclusions parameter above.
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    min_widthnumericThe minimum width of the browser window. If the width is below this value, a message will be displayed to the subject asking them to maximize their browser window. The experiment will sit on this page until the browser window is large enough.
    min_heightnumericSame as above, but with height.
    audiobooleanSet to true to require support for the WebAudio API (used by plugins that play audio files).
    
+
    Return value
    
+
    Returns a jsPsych instance, which all jsPsych methods on this page are called on. Therefore it is not possible to call any of the jsPsych methods listed on this page until this initJsPsych function is called and a jsPsych instance is created.
    
+
    Description
    
+
    This function initializes jsPsych with the specified experiment settings.
    
+
    Example
    
+
    var jsPsych = initJsPsych({
+  on_finish: function() {
+    jsPsych.data.displayData();
+  }, 
+  show_progress_bar: true,
+  default_iti: 500
+});
+
    
+
    For more examples, see the HTML files in the examples folder.
    
+
    
+
    jsPsych.addNodeToEndOfTimeline
    
+
    jsPsych.addNodeToEndOfTimeline(node_parameters)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    node_parametersobjectAn object defining a timeline. It must have, at a minimum, a timeline parameter with a valid timeline array as the value for that parameter.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Adds the timeline to the end of the experiment.
    
+
    Example
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'This is a new trial.'
+}
+
+var new_timeline = {
+  timeline: [trial]
+}
+
+jsPsych.addNodeToEndOfTimeline(new_timeline)
+
    
+
    
+
    jsPsych.endCurrentTimeline
    
+
    jsPsych.endCurrentTimeline()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Ends the current timeline. If timelines are nested, then only the timeline that contains the current trial is ended.
    
+
    Example
    
+
    End timeline if a particular key is pressed
    
+
    var jsPsych = initJsPsych({
+  on_finish: function() {
+    jsPsych.data.displayData();
+  }
+});
+
+var images = [
+  "img/1.gif", "img/2.gif", "img/3.gif", "img/4.gif",
+  "img/5.gif", "img/6.gif", "img/7.gif", "img/8.gif",
+  "img/9.gif", "img/10.gif"
+];
+
+var trials = [];
+for (var i = 0; i < images.length; i++) {
+  trials.push({
+    stimulus: images[i]
+  });
+}
+
+var block = {
+  type: jsPsychImageKeyboardResponse,
+  choices: ['y', 'n'], 
+  prompt: '<p>Press "y" to Continue. Press "n" to end this node of the experiment.</p>',
+  on_finish: function(data) {
+    if (jsPsych.pluginAPI.compareKeys(data.response, 'n')) {
+      jsPsych.endCurrentTimeline();
+    }
+  },
+  timeline: trials
+}
+
+var after_block = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<p>The next node</p>'
+}
+
+jsPsych.run([block, after_block]);
+
    
+
    
+
    jsPsych.endExperiment
    
+
    jsPsych.endExperiment(end_message, data)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    end_messagestringA message to display on the screen after the experiment is over. Can include HTML formatting.
    dataobjectAn optional object of key-value pairs to store as data in the final trial of the experiment.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Ends the experiment, skipping all remaining trials. If the on_finish event handler for jsPsych returns a Promise then the end_message will not be displayed until the promise is resolved.
    
+
    Example
    
+
    End the experiment if a particular response is given
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'image1.jpg',
+  choices: ['y', 'n']
+  prompt: '<p>Press "y" to Continue. Press "n" to end the experiment</p>',
+  on_finish: function(data){
+    if(jsPsych.pluginAPI.compareKeys(data.response, "n")){
+      jsPsych.endExperiment('The experiment was ended by pressing "n".');
+    }
+  }
+}
+
    
+
    
+
    jsPsych.finishTrial
    
+
    jsPsych.finishTrial(data)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    dataobjectThe data to store for the trial.
    
+
    Return value
    
+
    Returns nothing.
    
+
    Description
    
+
    This method tells jsPsych that the current trial is over. It is used in all of the plugins to end the current trial. When the trial ends a few things happen:
    
+
      
+
    • The data is stored using jsPsych.data.write()
      • 
+
    • The on_finish callback function is executed for the trial
      • 
+
    • The on_trial_finish callback function is executed
      • 
+
    • The progress bar is updated if it is being displayed
      • 
+
    • The experiment ends if the trial is the last one (and the on_finish callback function is executed).
      • 
+
    • The next trial, if one exists, is started.
      • 
+
    
+
    Example
    
+
    // this code would be in a plugin
+jsPsych.finishTrial({correct_response: true});
+
    
+
    
+
    jsPsych.getAllTimelineVariables
    
+
    jsPsych.getAllTimelineVariables()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns an object with all available timeline variables at this moment in the experiment, represented as key: value pairs.
    
+
    Description
    
+
    This function can be used to get all the timeline variables at a particular moment in the experiment. Can be useful for annotating
+data, such as in the example below.
    
+
    Example
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'Just a demo',
+  on_finish: function(data){
+    // merge all timeline variables available at this trial into the data for this trial
+    Object.assign(data, jsPsych.getAllTimelineVariables())
+  }
+}
+
    
+
    
+
    jsPsych.getCurrentTimelineNodeID
    
+
    jsPsych.getCurrentTimelineNodeID()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns the ID of the TimelineNode that is currently active.
    
+
    Description
    
+
    Gets the ID of the active TimelineNode. The ID is a string that follows a specific format:
    
+
      
+
    • "0.0" is the ID of the first top-level TimelineNode
      • 
+
    • "1.0" is the ID of the second top-level TimelineNode
      • 
+
    • "2.0" is the ID of the third top-level TimelineNode, and so on...
      • 
+
    
+
    If a TimelineNode iterates multiple times (using the loop function, for example), then the iterations are indicated in the second number:
    
+
      
+
    • "0.0" is the ID of the first top-level TimelineNode during the first iteration
      • 
+
    • "0.1" is the ID of the first top-level TimelineNode during the second iteration
      • 
+
    • "0.2" is the ID of the first top-level TimelineNode during the third iteration, and so on...
      • 
+
    
+
    If TimelineNodes are nested in other TimelineNodes, then the hierarchical structure is shown with ".":
    
+
      
+
    • "0.0-1.0" is the ID of the second TimelineNode on the timeline of the first top-level TimelineNode.
      • 
+
    • "0.0-2.0" is the ID of the third TimelineNode on the timeline of the first top-level TimelineNode, and so on...
      • 
+
    
+
    The rules about iterations apply throughout the hierarchical ID:
    
+
      
+
    • "0.2-1.3" is the ID of the second TimelineNode, executing for the fourth time, on the timeline of the first top-level TimelineNode, executing for the third time.
      • 
+
    
+
    Example
    
+
    var id = jsPsych.getCurrentTimelineNodeID();
+console.log('The current TimelineNode ID is '+id);
+
    
+
    
+
    jsPsych.getCurrentTrial
    
+
    jsPsych.getCurrentTrial()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns the object describing the current trial. The object will contain all of the parameters associated with the current trial.
    
+
    Description
    
+
    Get a description of the current trial
    
+
    Example
    
+
    var trial = jsPsych.getCurrentTrial();
+console.log('The current trial is using the '+trial.type+' plugin');
+
    
+
    
+
    jsPsych.getDisplayElement
    
+
    jsPsych.getDisplayElement()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns the HTML DOM element used for displaying the experiment.
    
+
    Description
    
+
    Get the DOM element that displays the experiment.
    
+
    Example
    
+
    var el = jsPsych.getDisplayElement();
+
+// hide the jsPsych display
+el.style.visibility = 'hidden';
+
    
+
    jsPsych.getInitSettings
    
+
    jsPsych.getInitSettings()
+
    
+
    Parameters
    
+
    None
    
+
    Return value
    
+
    Returns the settings object used to initialize the experiment.
    
+
    Description
    
+
    Gets the object containing the settings for the current experiment.
    
+
    Example
    
+
    var settings = jsPsych.getInitSettings();
+
+// check the experiment structure
+console.log(JSON.stringify(settings.timeline));
+
    
+
    
+
    jsPsych.getProgress
    
+
    jsPsych.getProgress()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns an object with the following properties:
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    PropertyTypeDescription
    total_trialsnumericIndicates the number of trials in the experiment. Note that this does not count possible loops or skipped trials due to conditional statements.
    current_trial_globalnumericReturns the trial index of the current trial in a global scope. Every trial will increase this count by 1.
    percent_completenumericEstimates the percent of the experiment that is complete. Works as expected for experiments without conditional or looping timelines. For complex timelines, the percent is an approximation.
    
+
    Description
    
+
    This method returns information about the length of the experiment and the subject's current location in the experiment timeline.
    
+
    Example
    
+
    var progress = jsPsych.getProgress();
+alert('You have completed approximately '+progress.percent_complete+'% of the experiment');
+
    
+
    
+
    jsPsych.getProgressBarCompleted
    
+
    jsPsych.getProgressBarCompleted()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns a value between 0 and 1 representing how full the progress bar currently is.
    
+
    Description
    
+
    Used to get the current value of the progress bar. Works for automated and manual control.
    
+
    Example
    
+
    var progress_bar_amount = jsPsych.getProgressBarCompleted();
+
    
+
    
+
    jsPsych.getStartTime
    
+
    jsPsych.getStartTime()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns a Date object indicating when the experiment began.
    
+
    Description
    
+
    Get the time that the experiment began.
    
+
    Example
    
+
    var start_time = jsPsych.getStartTime();
+
    
+
    
+
    jsPsych.getTotalTime
    
+
    jsPsych.getTotalTime()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns a numeric value indicating the number of milliseconds since jsPsych.run was called.
    
+
    Description
    
+
    Gets the total time the subject has been in the experiment.
    
+
    Example
    
+
    var time = jsPsych.getTotalTime();
+console.log(time);
+
    
+
    
+
    jsPsych.pauseExperiment
    
+
    jsPsych.pauseExperiment()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Pauses the experiment. The experiment will finish the current trial, but will not execute any additional trials until jsPsych.resumeExperiment() is called.
    
+
    Example
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'Press p to take a 30 second break. Otherwise, press c to continue immediately.',
+  choices: ['p','c'],
+  on_finish: function(data){
+    if(jsPsych.pluginAPI.compareKeys(data.response, "p")) { 
+      jsPsych.pauseExperiment();
+      setTimeout(jsPsych.resumeExperiment, 30000);
+    }
+  }
+}
+
    
+
    
+
    jsPsych.resumeExperiment
    
+
    jsPsych.resumeExperiment()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Resumes the experiment after a call to jsPsych.pauseExperiment(). If the post trial delay (post_trial_gap) has not yet been reached, then the experiment will not continue until the delay is finished. For example, if post_trial_gap was 10,000ms and jsPsych.resumeExperiment() was called 6,000ms after the previous trial finished, then the experiment would not continue for another 4,000ms.
    
+
    Example
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'Press p to take a 30 second break. Otherwise, press c to continue immediately.',
+  choices: ['p','c'],
+  on_finish: function(data){
+    if(jsPsych.pluginAPI.compareKeys(data.response, "p")) { 
+      jsPsych.pauseExperiment();
+      setTimeout(jsPsych.resumeExperiment, 30000);
+    }
+  }
+}
+
    
+
    
+
    jsPsych.run
    
+
    jsPsych.run(timeline)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    timelinearrayAn array containing the objects that describe the experiment timeline. See Creating an Experiment: The Timeline.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Start the jsPsych experiment with the specified timeline.
    
+
    Example
    
+
    var timeline = [trial1, trial2, trial3];
+
+jsPsych.run(timeline);
+
    
+
    
+
    jsPsych.setProgressBar
    
+
    jsPsych.setProgressBar(value)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    valuenumericProprotion (between 0 and 1) to fill the progress bar.
    
+
    Return value
    
+
    None.
    
+
    Description
    
+
    Set the progress bar to a custom amount. Proportion must be between 0 and 1. Values larger than 1 are treated as 1.
    
+
    Example
    
+
    jsPsych.setProgressBar(0.85);
+
    
+
    
+
    jsPsych.timelineVariable
    
+
    jsPsych.timelineVariable(variable, call_immediate)
+
    
+
    Parameters
    
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
    ParameterTypeDescription
    variablestringName of the timeline variable
    call_immediateboolThis parameter is optional and can usually be omitted. It determines the return value of jsPsych.timelineVariable. If true, the function returns the value of the current timeline variable. If false, the function returns a function that returns the value of the current timeline variable. When call_immediate is omitted, the appropriate option is determined automatically based on the context in which this function is called. When jsPsych.timelineVariable is used as a parameter value, call_immediate will be false. This allows it to be used as a dynamic trial parameter. When jsPsych.timelineVariable is used inside of a function, call_immediate will be true. It is possible to explicitly set this option to true to force the function to immediately return the current value of the timeline variable.
    
+
    Return value
    
+
    Either a function that returns the value of the timeline variable, or the value of the timeline variable, depending on the context in which it is used. See call_immediate description above.
    
+
    Description
    
+
    Timeline variables are a powerful technique for generating experiments with repetitive procedures but different parameter values. This function fetches the current value of a particular timeline variable. It must be used in conjunction with a timeline that has timeline variables. See the timeline variable section for details.
    
+
    Examples
    
+
    Standard use as a parameter for a trial
    
+
    var trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: jsPsych.timelineVariable('image')
+}
+
+var procedure = {
+  timeline: [trial],
+  timeline_variables: [
+    {image: 'face1.png'},
+    {image: 'face2.png'},
+    {image: 'face3.png'},
+    {image: 'face4.png'}
+  ]
+}
+
    
+
    Invoking immediately in a function
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: function(){
+    return "<img style='width:100px; height:100px;' src='"+jsPsych.timelineVariable('image')+"'></img>";
+  }
+}
+
+var procedure = {
+  timeline: [trial],
+  timeline_variables: [
+    {image: 'face1.png'},
+    {image: 'face2.png'},
+    {image: 'face3.png'},
+    {image: 'face4.png'}
+  ]
+}
+
    
+
    Prior to jsPsych v6.3.0, the call_immediate parameter must be set to true when jsPsych.timelineVariable is called from within a function, such as a dynamic parameter:
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: function(){
+    return "<img style='width:100px; height:100px;' src='"+jsPsych.timelineVariable('image', true)+"'></img>";
+  }
+}
+
+var procedure = {
+  timeline: [trial],
+  timeline_variables: [
+    {image: 'face1.png'},
+    {image: 'face2.png'},
+    {image: 'face3.png'},
+    {image: 'face4.png'}
+  ]
+}
+
    
+
    
+
    jsPsych.version
    
+
    jsPsych.version()
+
    
+
    Parameters
    
+
    None.
    
+
    Return value
    
+
    Returns the version number as a string.
    
+
    Description
    
+
    Gets the version of jsPsych.
    
+
    Example
    
+
    var version = jsPsych.version();
+console.log(version);
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/search/search_index.json b/7.3/search/search_index.json
new file mode 100755
index 00000000..81f9e179
--- /dev/null
+++ b/7.3/search/search_index.json
@@ -0,0 +1 @@
+{"config":{"indexing":"full","lang":["en"],"min_search_length":3,"prebuild_index":false,"separator":"[\\s\\-]+"},"docs":[{"location":"","text":"\u00b6 jsPsych is a JavaScript framework for creating behavioral experiments that run in a web browser. Experiments in jsPsych are created using plugins . Each plugin defines different kinds of events, like showing an image on the screen, and collects different kinds of data, like recording which key was pressed at which time. You can use the plugins that are included with jsPsych , use plugins that are developed by community members in the contrib repository , or create your own plugins . By assembling different plugins together into a timeline , it is possible to create a wide range of experiments. The page on timelines is a good place to start learning about jsPsych. From there, you might want to complete the hello world tutorial to learn how to set up a jsPsych experiment and the reaction time experiment tutorial to learn the core features of the framework.","title":"Introduction"},{"location":"#_1","text":"jsPsych is a JavaScript framework for creating behavioral experiments that run in a web browser. Experiments in jsPsych are created using plugins . Each plugin defines different kinds of events, like showing an image on the screen, and collects different kinds of data, like recording which key was pressed at which time. You can use the plugins that are included with jsPsych , use plugins that are developed by community members in the contrib repository , or create your own plugins . By assembling different plugins together into a timeline , it is possible to create a wide range of experiments. The page on timelines is a good place to start learning about jsPsych. From there, you might want to complete the hello world tutorial to learn how to set up a jsPsych experiment and the reaction time experiment tutorial to learn the core features of the framework.","title":""},{"location":"about/about/","text":"About jsPsych \u00b6 jsPsych is open source project with numerous contributors . The project is currently managed by the core team of Josh de Leeuw ( @jodeleeuw ), Becky Gilbert ( @becky-gilbert ), and Bj\u00f6rn Luchterhandt ( @bjoluc ). jsPsych was created by Josh de Leeuw . Citation \u00b6 If you use jsPsych please cite the following paper. de Leeuw, J. R. (2015). jsPsych: A JavaScript library for creating behavioral experiments in a web browser. Behavior Research Methods , 47 (1), 1-12. doi:10.3758/s13428-014-0458-y .","title":"About jsPsych"},{"location":"about/about/#about-jspsych","text":"jsPsych is open source project with numerous contributors . The project is currently managed by the core team of Josh de Leeuw ( @jodeleeuw ), Becky Gilbert ( @becky-gilbert ), and Bj\u00f6rn Luchterhandt ( @bjoluc ). jsPsych was created by Josh de Leeuw .","title":"About jsPsych"},{"location":"about/about/#citation","text":"If you use jsPsych please cite the following paper. de Leeuw, J. R. (2015). jsPsych: A JavaScript library for creating behavioral experiments in a web browser. Behavior Research Methods , 47 (1), 1-12. doi:10.3758/s13428-014-0458-y .","title":"Citation"},{"location":"about/license/","text":"License \u00b6 jsPsych is licensed under the MIT license. The MIT License (MIT) Copyright (c) 2014-2022 Joshua R. de Leeuw Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the \"Software\"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.","title":"License"},{"location":"about/license/#license","text":"jsPsych is licensed under the MIT license. The MIT License (MIT) Copyright (c) 2014-2022 Joshua R. de Leeuw Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the \"Software\"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.","title":"License"},{"location":"developers/configuration/","text":"Configuring the jsPsych development environment \u00b6 Setup \u00b6 JsPsych is written using TypeScript , a superset of JavaScript that adds static typing, but compiles to plain JavaScript. The TypeScript compiler itself is written in JavaScript and can be run by Node.js , a runtime to execute JavaScript code without a web browser. Node.js comes with a package manager called NPM (Node Package Manager) that can install JavaScript libraries to run on your machine, such as TypeScript and other build tools for jsPsych. In order to work on code in the jsPsych or the jspsych-contrib repository, it is recommended that you follow the steps below to set up your development environment. Install Node.js \u00b6 The jsPsych development setup requires Node.js >= v14 to be installed on your machine. We recommend that you install version 16 since it includes version 7 of NPM (required for the workspaces feature that the jsPsych repositories use). If you are bound to Node.js v14, make sure to install NPM v7 manually (via npm install -g npm@7 ). Clone the repository and install the dependencies \u00b6 Clone either the jsPsych repository or the jspsych-contrib repository by running git clone https://github.com/jspsych/jsPsych.git && cd jsPsych or git clone https://github.com/jspsych/jspsych-contrib.git && cd jspsych-contrib in a terminal. Then run npm install . This will create a node_modules directory and install all the dependencies into it that are required to build and test jsPsych. Attention It is important that npm install is only run in the root directory of the repository (due to the NPM workspaces feature). If you accidentally ran npm install anywhere else, remove the node_modules directory and the package-lock.json file that were created at that location and run npm install in the root directory again. Info If you are running npm install in the core jsPsych repository, this will also execute the build chain for all packages in the jsPsych repository. This step may take a few minutes. If you would like to use that time efficiently, consider reading the following two sections to know what's happening. Repository structure \u00b6 A Node.js package is a directory that contains a package.json file describing it. Most importantly, a package.json file lists other packages that the package depends on. The jsPsych and jspsych-contrib repositories use NPM workspaces . That means, running npm install in the repository root will install the dependencies for all packages in the packages directory. The core jsPsych library and every jsPsych plugin or extension is laid out as an individual package. These packages are published to the NPM registry where they can be downloaded by NPM or any CDN (such as unpkg ). Build chain and build artifacts \u00b6 JsPsych comes with a build chain (specified in the @jspsych/config package) that can be executed by running npm run build in a package's directory. The build chain will read the package (starting at its src/index.ts file) and create the following build artifacts in the package's dist directory: index.js This file contains everything from index.ts , but as plain JavaScript and bundled in a single file (i.e. without import ing files from the same package). It is used by bundlers like webpack . index.cjs Like index.js , but using the old CommonJS standard to support backwards-compatible tools like the Jest testing framework. index.browser.js This file, like index.js , contains the entire package as plain JavaScript, but this time wrapped in a function so that it can be included directly by browsers using the 
+    
+      
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+                    
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+  
+    
+  
+
+
+
+
    Migrating an experiment to v7.x
    
+
    The release of version 7.0 changes a number of core components of jsPsych. 
+We made these changes to improve jsPsych's compatibility with modern JavaScript tools like package managers and bundlers and to improve the developer experience for people contributing to jsPsych's codebase. 
+We hope these changes will improve the long-term viability of the project and encourage more developers to contribute to jsPsych.
    
+
    Our aim was to accomplish these goals with minimal changes to the user experience of jsPsych. 
+However, we did have to change a few critical things. 
+This guide is aimed at users who are familiar with v6.x of jsPsych and would like to understand what's changed in v7.x.
    
+
    Loading jsPsych
    
+
    There are now three different ways you can load jsPsych into your HTML file. 
+We've updated the hello world tutorial to walk through each of the three options. 
+If you are looking for the option that is most similar to the version 6.x experience, check out option 2. 
+The biggest difference from what you are used to is that the directory structure of the downloaded library is slightly different and plugin files are named a little bit differently.
    
+
    Initializing and running jsPsych
    
+
    We've removed jsPsych.init() and split the features into two different functions. 
    
+
    At the start of your experiment script, you'll now call initJsPsych() to get a new instance of jsPsych and store it in a variable called jsPsych. 
+This is where you will pass in the variety of parameters that used to go into jsPsych.init(), with the exception of the timeline parameter.
    
+
    var jsPsych = initJsPsych({
+  use_webaudio: false,
+  on_finish: function(){
+    jsPsych.data.displayData();
+  }
+});
+
    
+
    Once you've created your timeline, then you'll launch the experiment by calling jsPsych.run(), passing in the timeline as the only argument. 
+This is the point in your script where you've used the jsPsych.init function in jsPsych v6.x. 
+Because the jsPsych.run function only needs the experiment timeline, this argument should be an array (rather than an object like {timeline: timeline} in jsPsych v6.x).
    
+
    var timeline = [...]
+
+jsPsych.run(timeline);
+
    
+
    The type parameter for trials
    
+
    The type parameter now expects the value to be a plugin class rather than a string. 
    
+
    For example, if you load the html-keyboard-response plugin from the CDN...
    
+
    <script src="http://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.0"></script>
+
    
+
    ... or from the plugin-html-keyboard-response.js file in the release archive...
    
+
    <script src="plugin-html-keyboard-response.js"></script>
+
    
+
    ... then a global variable defining the plugin's class called jsPsychHtmlKeyboardResponse is available.
    
+
    To create a trial using the plugin, pass this class as the type parameter. 
+The plugin classes are named starting with jsPsych, followed by the plugin name written in camel case (rather than with dashes between words).
+See the "Using a plugin" section of the Plugins overview page for more examples.
+Note that the value is not a string.
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'Hello, version 7.0!'
+}
+
    
+
    The choices parameter for keyboard response trials
    
+
    The choices parameter for keyboard response trials no longer supports jsPsych.NO_KEYS and jsPsych.ALL_KEYS, and they have been replaced by the strings "NO_KEYS" and "ALL_KEYS" respectively.
    
+
    For example, if you load the audio-keyboard-response plugin, you can prevent any user input like...
    
+
    var trial = {
+  type: jsPsychAudioKeyboardResponse,
+  choices: "NO_KEYS",
+  stimulus: 'example.ogg',
+  trial_ends_after_audio: true
+}
+
    
+
    Using extensions
    
+
    Like plugins, extensions are now also referenced by their class. 
+Extensions are initiliazed in initJsPsych() instead of jsPsych.init().
+Extension classes are named similarly to plugins, except that they start with jsPsychExtension.
    
+
    var jsPsych = initJsPsych({
+  extensions: [
+    {type: jsPsychExtensionWebgazer}
+  ]
+})
+
    
+
    The class is also used in trials that use the extension.
    
+
    var trial = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: 'Hello, version 7.0!',
+  extensions: [
+    {type: jsPsychExtensionWebgazer}
+  ]
+}
+
    
+
    Custom plugins
    
+
    If you have custom plugins that you would like to upgrade to be compatible with v7.x we recommend using our plugin template.
    
+
    The new template implements plugins as a class, but the core components are essentially unchanged. 
    
+
      
+
    • Anything in plugin.info from a v6.x plugin should be moved into the info object. Note that the type argument for the parameters follows a slightly different syntax in the v7.x plugins. This object is then assigned as a static property of the class.
      • 
+
    • Anything in plugin.trial from a v6.x plugin should be moved into the trial method inside the class. 
      • 
+
    • The new template has a constructor() function that accepts an instance of jsPsych. You do not need to adjust this portion of the plugin.
      • 
+
    
+
    There are a few changes to be aware of that may affect your plugin code.
    
+
      
+
    • We removed the registerPreload function and we now auto-detect media to preload via the type argument specified in the info object. If a parameter is listed as IMAGE, AUDIO, or VIDEO, it will be automatically preloaded. If you wish to disable preloading you can set the preload flag to false for the parameter.
      • 
+
    • If you invoke any functions from jsPsych, like jsPsych.finishTrial(), note that jsPsych is no longer a global variable and you must use the reference to jsPsych that is passed to the constructor. To do this, simply prefix all jsPsych references with this., e.g., jsPsych.finishTrial() becomes this.jsPsych.finishTrial(). If your reference to a jsPsych function is inside of another function, then in order for the this keyword to appropriately reference the jsPsych instance, you must also use a JavaScript arrow function expression for the outer function. 
+    For example, this:
+    
      function end_trial() {
+  // ...
+  jsPsych.finishTrial(data);
+}
+
      
+    Would be re-written as:
+    
      const end_trial = () => {
+  // ...
+  this.jsPsych.finishTrial(data);
+}
+
      • 
+
    
+
    Need help?
    
+
    If you encounter issues migrating code to v7.x, feel free to post in our support thread for migration.
    
+
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+
\ No newline at end of file
diff --git a/7.3/support/support/index.html b/7.3/support/support/index.html
new file mode 100755
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+
+
+
+  
+    
+      
+      
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+      
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+    
+      
+        Getting Help - jsPsych
+      
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+    
+    
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+
+
+
    Support
    
+
    For questions about jsPsych the preferred method of support is GitHub Discussions. Questions are most likely to be answered when they include a reproducible example of the problem. If you can make your code available online and link to the experiment, that will make the question easier to answer. Please consider searching through the archive of Q&A before posting a new question.
    
+
    If you have identified a problem with jsPsych, such as a bug in the code or an error in the documentation, please open a new issue on GitHub. 
    
+
    If you have a suggestion for fixing the problem, feel free to contribute to the project!
    
+
    Inquiries for paid consultation to develop experiments using jsPsych or to create new custom jsPsych features can be sent to josh.deleeuw@gmail.com.
    
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diff --git a/7.3/tutorials/hello-world/index.html b/7.3/tutorials/hello-world/index.html
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+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
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+      
+      
+    
+    
+      
+        The Basics: Hello World - jsPsych
+      
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+
    jsPsych "Hello world" experiment
    
+
    In the long tradition of "Hello world!" examples, this tutorial creates an experiment that outputs the phrase "Hello world!" to the browser. Though useless as an actual experiment, the process is helpful for learning the basics of using the jsPsych library.
    
+
    Choose your own (setup) adventure
    
+
    Starting with the release of version 7.0 of jsPsych there are three different ways that you can add jsPsych to your project.
+Which approach you choose will depend on what your goals are.
    
+
      
+
    • 
+
      I want the simplest possible setup. This approach involves using scripts that are hosted on a CDN. You do not need to download or install anything to start using jsPsych. The limitation is that you cannot customize the library. For most experiments, this approach will be sufficient.
      
+
      • 
+
    • 
+
      I want to be able to do some customization, but have a simple setup.. This approach involves downloading a bundle of scripts that make up jsPsych. If you used jsPsych prior to version 7.0, this will feel like the most familiar approach. Having your own copy of the scripts means that you can make modifications to the library such as tweaking plugin behavior.
      
+
      • 
+
    • 
+
      I want to use modern JavaScript tooling, like npm and import statements. You can install jsPsych, plugins for jsPsych, and extensions for jsPsych from NPM. This approach allows you to integrate jsPsych into your favorite JavaScript frameworks and get the benefits of TypeScript, bundlers, and more.
      
+
      • 
+
    
+
    Option 1: Using CDN-hosted scripts
    
+
    Step 1: Create an HTML file
    
+
    
+
    Tip
    
+
    To edit jsPsych code you'll need a programming-friendly text editor. A great free option is Visual Studio Code (Windows, OSX, Linux).
    
+
    
+
    Create a new file called experiment.html.
    
+
    There's some basic code that (nearly) all HTML documents have in common. Here's a typical bare-bones HTML document.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+  </head>
+  <body></body>
+</html>
+
    
+
    Add the above code to the experiment.html file and save it. If you open the file in a web browser, you should see a blank page and the title of the page will be 'My experiment'.
    
+
    Step 2: Load the jsPsych library
    
+
    To use jsPsych, add a <script> tag to load the library. We'll load the library from a CDN, which means that the library is hosted on another server and can be loaded without having your own copy.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  </head>
+  <body></body>
+</html>
+
    
+
    Note that the URL for the jsPsych library includes the version number, which ensures that the behavior of your experiment won't change with any future updates to jsPsych.
    
+
    You may also want to import the jsPsych stylesheet, which applies a basic set of visual styles to the experiment. This requires adding a <link> tag to the <head> section of the document.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+</html>
+
    
+
    Step 3: Create a script element and initialize jsPsych
    
+
    To add JavaScript code directly to the webpage we need to add a pair of <script> tags after the <body> tags.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+  </script>
+</html>
+
    
+
    To initialize jsPsych we use the initJsPsych() function and assign the output to a new variable.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+  </script>
+</html>
+
    
+
    Step 4: Use a plugin to print a message
    
+
    For this demo we want to show some text on the screen. This is exactly what the html-keyboard-response plugin is designed to do. To use the plugin, we need to load it with a <script> tag.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+  </script>
+</html>
+
    
+
    Once the plugin is loaded we can create a trial using the plugin. To declare a trial that uses the html-keyboard-response plugin, we create an object with the property type equal to jsPsychHtmlKeyboardResponse. We can specify the other parameters of the plugin in the same object. Here we use the stimulus parameter to include a message. You can see the full set of parameters for each plugin on its documentation page.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+
+    const hello_trial = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: 'Hello world!'
+    }
+  </script>
+</html>
+
    
+
    Step 5: Run the experiment
    
+
    Now that we have the trial defined we need to tell jsPsych to run an experiment consisting of this trial. This requires using the jsPsych.run function and passing in a timeline. For a simple experiment like this one, the timeline is just an array containing the list of trials to run.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+
+    const hello_trial = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: 'Hello world!'
+    }
+
+    jsPsych.run([hello_trial]);
+  </script>
+</html>
+
    
+
    Once you've saved the file, open it in a browser. You should see "Hello world!" printed on the screen, and if you press a key on the keyboard, the text should disappear (ending the trial).
    
+
    Option 2: Download and host jsPsych
    
+
    Step 1: Download jsPsych
    
+
    Start by downloading the latest release of jsPsych. Here's a direct link (jspsych.zip). The most recent version can always be found at the top of the GitHub releases page.
+Note that even the releases that are for a particular plugin or extension will contain the full set of files needed to run jsPsych locally in the dist archive (zip) release asset. 
+You should download the zip file for whatever the most recently released package is.
+This will ensure that you have the most recent version of all the packages associated with jsPsych.
    
+
    Step 2: Create a folder to store your experiment files
    
+
    Create a folder on your computer to put the experiment files in. We'll call this "MyExperiment" for the tutorial. Add a subfolder called jspsych. Once you've created the folder, open the downloaded archive from step 1 and copy the contents of the dist folder into the jspsych folder. It should look like this:
    
+
    📂 MyExperiment
+--  📂 jspsych
+----  📄 jspsych.js
+----  📄 plugin-animation.js
+----  📄 plugin-audio-keyboard-response.js
+----  ...
+
    
+
    Step 3: Create an HTML file
    
+
    
+
    Tip
    
+
    To edit jsPsych code you'll need a programming-friendly text editor. A great free option is Visual Studio Code (Windows, OSX, Linux).
    
+
    
+
    Create a new file called experiment.html in the MyExperiment folder. The directory structure should look like this:
    
+
    📂 MyExperiment
+--  📄 experiment.html
+--  📂 jspsych
+
    
+
    There's some basic code that (nearly) all HTML documents have in common. Here's a typical bare-bones HTML document.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+  </head>
+  <body></body>
+</html>
+
    
+
    Add the above code to the experiment.html file and save it. If you open the file in a web browser, you should see a blank page and the title of the page will be 'My experiment'.
    
+
    Step 4: Load the jsPsych library
    
+
    To use jsPsych, add a <script> tag to load the library. Set the src attribute to the path to the jspsych.js file.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+  </head>
+  <body></body>
+</html>
+
    
+
    You may also want to import the jsPsych stylesheet, which applies a basic set of visual styles to the experiment. This requires adding a <link> tag to the <head> section of the document.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+    <link href="jspsych/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+</html>
+
    
+
    Step 5: Create a script element and initialize jsPsych
    
+
    To add JavaScript code directly to the webpage we need to add a pair of <script> tags after the <body> tags.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+    <link href="jspsych/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+  </script>
+</html>
+
    
+
    To initialize jsPsych we use the initJsPsych() function and assign the output to a new variable.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+    <link href="jspsych/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+  </script>
+</html>
+
    
+
    Step 6: Use a plugin to print a message
    
+
    For this demo we want to show some text on the screen. This is exactly what the html-keyboard-response plugin is designed to do. To use the plugin, we need to load it with a <script> tag.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+    <script src="jspsych/plugin-html-keyboard-response.js"></script>
+    <link href="jspsych/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+  </script>
+</html>
+
    
+
    Once the plugin is loaded we can create a trial using the plugin. To declare a trial that uses the html-keyboard-response plugin, we create an object with the property type equal to jsPsychHtmlKeyboardResponse. We can specify the other parameters of the plugin in the same object. Here we use the stimulus parameter to include a message. You can see the full set of parameters for each plugin on its documentation page.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+    <script src="jspsych/plugin-html-keyboard-response.js"></script>
+    <link href="jspsych/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+
+    const hello_trial = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: 'Hello world!'
+    }
+  </script>
+</html>
+
    
+
    Step 7: Run the experiment
    
+
    Now that we have the trial defined we need to tell jsPsych to run an experiment consisting of this trial. This requires using the jsPsych.run function and passing in a timeline. For a simple experiment like this one, the timeline is just an array containing the list of trials to run.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="jspsych/jspsych.js"></script>
+    <script src="jspsych/plugin-html-keyboard-response.js"></script>
+    <link href="jspsych/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+    const jsPsych = initJsPsych();
+
+    const hello_trial = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: 'Hello world!'
+    }
+
+    jsPsych.run([hello_trial]);
+  </script>
+</html>
+
    
+
    Once you've saved the file, open it in a browser. You should see "Hello world!" printed on the screen, and if you press a key on the keyboard, the text should disappear (ending the trial).
    
+
    Option 3: Using NPM
    
+
    If you are electing to use npm to install jsPsych we will assume that you already are familiar with Node.js and generally know what you are doing with web development.
+We will also assume that you are using a webpack or a similar bundler.
    
+
    
+
    Info
    
+
    You may want to check out the jsPsych Builder CLI utility.
+jsPsych Builder allows you to automate the experiment setup, spin up a development server, and transpile and bundle scripts and styles using webpack.
+Using jsPsych Builder will automate some of the steps in this tutorial, so if you prefer that option, you may want to switch to the getting started instructions on the jsPsych Builder GitHub page.
    
+
    
+
    Step 1: Install jspsych
    
+
    Run npm install jspsych.
    
+
    This installs the core jsPsych package.
+Plugins and extensions are installed separately.
    
+
    Step 2: Import the initJsPsych function and create a new JsPsych instance
    
+
    We create a new instance of the JsPsych class by calling initJsPsych.
+The instance can optionally be configured via a variety of options, passed as an object to initJsPsych.
    
+
    import {initJsPsych} from 'jspsych';
+
+const jsPsych = initJsPsych();
+
    
+
    Step 3: Static markup and CSS
    
+
    jsPsych requires nothing but a body element in your HTML document.
+For the jsPsych stylesheet, depending on your bundler setup, you can either directly import 'jspsych/css/jspsych.css' into your JavaScript file or add a link tag (like <link href="path/to/jspsych.css" rel="stylesheet" type="text/css" />) to your HTML document's head.
    
+
    Step 4: Install and import a plugin
    
+
    Install the html-keyboard-response plugin with:
    
+
    npm install @jspsych/plugin-html-keyboard-response
    
+
    Then import the htmlKeyboardResponse plugin class.
    
+
    import {initJsPsych} from 'jspsych';
+import htmlKeyboardResponse from '@jspsych/plugin-html-keyboard-response';
+
+const jsPsych = initJsPsych();
+
    
+
    Step 5: Create a trial
    
+
    Once the plugin is imported we can create a trial using the plugin.
+To declare a trial that uses the html-keyboard-response plugin, we create an object with the property type equal to htmlKeyboardResponse.
+We can specify the other parameters of the plugin in the same object.
+Here we use the stimulus parameter to include a message.
+You can see the full set of parameters for each plugin on its documentation page.
    
+
    import {initJsPsych} from 'jspsych';
+import htmlKeyboardResponse from '@jspsych/plugin-html-keyboard-response';
+
+const jsPsych = initJsPsych();
+
+const trial = {
+  type: htmlKeyboardResponse,
+  stimulus: 'Hello world!',
+}
+
    
+
    Step 6: Run
    
+
    Now that we have the trial defined we need to tell jsPsych to run an experiment consisting of this trial. This requires using the jsPsych.run function and passing in a timeline. For a simple experiment like this one, the timeline is just an array containing the list of trials to run.
    
+
    import {initJsPsych} from 'jspsych';
+import htmlKeyboardResponse from '@jspsych/plugin-html-keyboard-response';
+
+const jsPsych = initJsPsych();
+
+const trial = {
+  type: htmlKeyboardResponse,
+  stimulus: 'Hello world!',
+}
+
+jsPsych.run([trial]);
+
    
+
+              
+            
    
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+        
    
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+  
+
\ No newline at end of file
diff --git a/7.3/tutorials/rt-task/index.html b/7.3/tutorials/rt-task/index.html
new file mode 100755
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@@ -0,0 +1,3463 @@
+
+
+
+  
+    
+      
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+      
+    
+    
+      
+        Demo Experiment: Simple Reaction Time Task - jsPsych
+      
+    
+    
+      
+      
+        
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+                
+  
+    
+  
+
+
+
+
    Summary of Tutorial Content
    
+
    This tutorial will work through the creation of a simple response time task. 
+The task is to press one key for a blue colored circle and another key for an orange colored circle. 
+Despite this simple task, the tutorial covers many of the key features of jsPsych, including:
    
+
      
+
    • Using a plugin to create a standard trial.
      • 
+
    • Combining plugins together to create new kinds of trials.
      • 
+
    • Using timeline variables to maximize code reuse.
      • 
+
    • Preloading media
      • 
+
    • Randomizing presentation order.
      • 
+
    • Manipulating, filtering, and aggregating data.
      • 
+
    • Using dynamic content to change the experiment parameters based on the subject's responses.
      • 
+
    
+
    Part 1: Creating a blank experiment
    
+
    Start by setting up a new HTML file with jsPsych, the html-keyboard-response plugin, and the jspsych.css file loaded. If you are unsure how to do this, follow the Hello World tutorial. You should have an HTML document that looks like this:
    
+
    
+
    Info
    
+
    This tutorial assumes that you are using the CDN-based method of loading jsPsych. 
+If you are using another method then everything is the same except for how jsPsych is loaded.
    
+
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+  </script>
+</html>
+
    
+
    This will be our starting point for building the rest of the experiment.
    
+
    Part 2: Display welcome message
    
+
    First we have to initialize jsPsych. We can do this using the initJsPsych() function, and saving the result to a variable called jsPsych.
    
+
    var jsPsych = initJsPsych();
+
    
+
    All jsPsych experiments are defined by a timeline. 
+The timeline is an array that contains the set of trials we want to run in the experiment. 
+We can start by defining an empty timeline array. 
+We'll add trials to this array as we create them.
    
+
    var timeline = [];
+
    
+
    Let's greet the subject with a simple welcome message using the html-keyboard-response plugin.
    
+
    First, we create a trial that uses the html-keyboard-response plugin and contains a simple string to show the subject. 
+As explained on the plugins documentation page, the trial object must have a type parameter that tells jsPsych which plugin to use. 
+The value of type is similar to the plugin name, but starts with jsPsych and is written in camel case rather than with dashes. 
+So to use the html-keyboard-response plugin, we need to write jsPsychHtmlKeyboardResponse as the trial type.
    
+
    var welcome = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: "Welcome to the experiment. Press any key to begin."
+};
+
    
+
    Next, we push the welcome trial to the timeline, which adds it to the end of the array.
    
+
    timeline.push(welcome);
+
    
+
    Finally, we tell jsPsych to run the experiment by calling the jsPsych.run() function and passing in the array that defines the experiment timeline.
    
+
    jsPsych.run(timeline);
+
    
+After each step in the tutorial you can view the complete code up to that point by clicking on the expandable box below.
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 3: Show instructions
    
+
    We can use the same basic structure from part 2 to create a new html-keyboard-response trial that shows instructions to the subject. 
+The only difference in this trial is that we will use HTML formatting to control how the instructions display and we will add a two second gap after the trial using the post_trial_gap parameter.
    
+
    The trial definition looks like this:
    
+
    var instructions = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: `
+    <p>In this experiment, a circle will appear in the center 
+    of the screen.</p><p>If the circle is <strong>blue</strong>, 
+    press the letter F on the keyboard as fast as you can.</p>
+    <p>If the circle is <strong>orange</strong>, press the letter J 
+    as fast as you can.</p>
+    <div style='width: 700px;'>
+    <div style='float: left;'><img src='img/blue.png'></img>
+    <p class='small'><strong>Press the F key</strong></p></div>
+    <div style='float: right;'><img src='img/orange.png'></img>
+    <p class='small'><strong>Press the J key</strong></p></div>
+    </div>
+    <p>Press any key to begin.</p>
+  `,
+  post_trial_gap: 2000
+};
+
    
+
    
+
    Tip
    
+
    In JavaScript there are three different ways to define a string. You can use single quotes ', double quotes ", or backticks `. Using backticks has two advantages over the other approaches, especially when you are creating long strings with HTML. You can extend the string across multiple lines and you can use template strings to easily incorporate variables.
    
+
    
+
    Notice that the HTML includes <img> tags to display the images that the subject will be responding to. 
+You'll need to download these image files. 
+Right-click on each image below and select Save image as.... 
+Put the images in a folder called img in the experiment folder you created in part 1.
    
+
    blue circle
+orange circle
    
+
    Don't forget to add the trial to the timeline:
    
+
    timeline.push(instructions);
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 4: Displaying stimuli and getting responses
    
+
    Creating trials to show the stimuli is conceptually the same as creating a trial to show instructions, except that now we are displaying an image instead of text or html. 
+This means we need to use a different plugin: image-keyboard-response. 
+We need to start by loading this plugin by adding a <script> tag to the document.
    
+
    <head>
+  <title>My experiment</title>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+  <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+</head>
+
    
+
    For now, we will just show each image once. 
+The path to the image file should be set as the stimulus parameter. 
+We will also set the option for which keys the subject is allowed to use to respond (choices) so that only the 'f' and 'j' keys are valid responses.
    
+
    var blue_trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'img/blue.png',
+  choices: ['f', 'j']
+};
+
+var orange_trial = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: 'img/orange.png',
+  choices: ['f', 'j']
+};
+
    
+
    As usual, we need to add the trials to the timeline.
    
+
    timeline.push(blue_trial, orange_trial);
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define test trials */
+    var blue_trial = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: 'img/blue.png',
+      choices: ['f', 'j']
+    };
+
+    var orange_trial = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: 'img/orange.png',
+      choices: ['f', 'j']
+    };
+
+    timeline.push(blue_trial, orange_trial);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 5: Preloading media
    
+
    Whenever we use media elements (images, audio, or video) in an experiment it is a good idea to preload them prior to needing them for a trial.
+By preloading media we ask the participant's browser to download the media ahead of needing it, so that when we do need to display or play it there is no lag from needing to download it. 
    
+
    We are going to use the preload plugin to preload the two images. 
+The media preloading section goes into a lot of detail about various options for preloading and different ways that you can use this plugin. 
+Here we are simply going to give the plugin a list of the files that we want to be preloaded.
    
+
    First we need to add the preload plugin to our <head> section.
    
+
    <head>
+  <title>My experiment</title>
+  <script src="https://unpkg.com/jspsych@7.3.0"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+  <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+  <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+</head>
+
    
+
    We'll put this trial at the very start of the experiment, so add this code before the welcome trial.
    
+
    var preload = {
+  type: jsPsychPreload,
+  images: ['img/blue.png', 'img/orange.png']
+};
+
    
+
    As always, add the trial to the timeline.
    
+
    timeline.push(preload);
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    };
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define test trials */
+    var blue_trial = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: 'img/blue.png',
+      choices: ['f', 'j']
+    };
+
+    var orange_trial = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: 'img/orange.png',
+      choices: ['f', 'j']
+    };
+    timeline.push(blue_trial, orange_trial);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 6: Timeline variables
    
+
    In the full experiment, we will want more than two trials. 
+One way we could do this is to create many more objects that define trials and push them all onto the timeline, but there is a more efficient way: using timeline variables.
    
+
    The parameters for showing the blue and orange circle are very similar. 
+The only difference is which image is displayed. Timeline variables allow us to define the procedure for showing the stimulus once, and then repeatedly use it with different variables. We'll see how, even in this relatively simple case, this can save us a lot of lines of code.
    
+
    To start, let's make an array that contains all the different trials we want to run in the test phase. There are only two for the experiment: blue trials and orange trials.
    
+
    var test_stimuli = [
+  { stimulus: "img/blue.png"},
+  { stimulus: "img/orange.png"}
+];
+
    
+
    Instead of just showing the blue and orange circles, let's also set up the experiment to show a fixation cross (+) in between trials. We can define a trial to show the fixation cross for a fixed amount of time by using the trial_duration parameter of the html-keyboard-response plugin and setting the choices parameter to the special value "NO_KEYS", which means that no responses will be accepted as a valid response and the trial will last however long the trial_duration parameter specifies.
    
+
    var fixation = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<div style="font-size:60px;">+</div>',
+  choices: "NO_KEYS",
+  trial_duration: 1000,
+};
+
    
+
    To show the circles, we'll set up another trial with the image-keyboard-response plugin, but we'll use the function jsPsych.timelineVariable() to indicate that we want jsPsych to substitute the value of the parameter in from the timeline variables.
    
+
    var test = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: jsPsych.timelineVariable('stimulus'),
+  choices: ['f', 'j']
+}
+
    
+
    To link the variables that we declared in the test_stimuli array with the call to jsPsych.timelineVariable() we need to create a new timeline and set the timeline_variables property:
    
+
    var test_procedure = {
+  timeline: [fixation, test],
+  timeline_variables: test_stimuli
+}
+
    
+
    We have to add the test_procedure to the main timeline array, but the fixation and test trial do not need to be added to timeline because they already exist on the test_procedure timeline.
    
+
    timeline.push(test_procedure);
+
    
+
    What happens when the experiment reaches the test procedure? jsPsych will run the test_procedure timeline one time for each entry in the test_stimuli array (two times total, in this case). The first time through, jsPsych will substitute the timeline variables from the first array entry (blue image), and the second time through the second array entry will be used (orange image). Notice that the fixation trial occurs before both the orange and the blue circles, because the entire timeline of the test_procedure is repeated for each entry in the timeline_variables array.
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    }
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png"},
+      { stimulus: "img/orange.png"}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: 1000,
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j']
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli
+    };
+    timeline.push(test_procedure);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 7: Parameters for timelines with timeline variables
    
+
    Right now our experiment is a measly two trials long. Even worse is that the order of the stimuli is the same every time! When we use timeline variables, we get access to some methods to randomize the order and repeat the trials. To randomize the order, simply set randomize_order: true on the object with the timeline_variables:
    
+
    var test_procedure = {
+  timeline: [fixation, test],
+  timeline_variables: test_stimuli,
+  randomize_order: true
+};
+
    
+
    We can also easily make the test phase longer by setting the repetitions parameter. This parameter controls how many times the experiment will loop through all of the entries in the timeline_variables array. For example, if we set repetitions: 5, then the experiment will loop through the two entries in the timeline_variables 5 times, for a total of 10 test trials.
    
+
    var test_procedure = {
+  timeline: [fixation, test],
+  timeline_variables: test_stimuli,
+  randomize_order: true,
+  repetitions: 5
+};
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    };
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png"},
+      { stimulus: "img/orange.png"}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: 1000,
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j']
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli,
+      randomize_order: true,
+      repetitions: 5
+    };
+    timeline.push(test_procedure);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 8: Using functions to generate parameters
    
+
    One aspect of the experiment that could be improved is the duration of the fixation cross. As the experiment stands right now, the timing of the circles appearing is very predictable. We can change that by using a different value for the trial_duration parameter in the fixation trial for each trial. But how can we do that and keep the simple code structure we have now where we only have to define the fixation trial once? One option would be to add another timeline variable, like "fixation_duration" and use that to control the timing. But another option is to specify the trial_duration parameter as a function. If a parameter is a function, jsPsych will execute the function every time the trial runs. That means that if the function returns different results probabilistically, we can get a different parameter value every time the trial runs.
    
+
    To do that here, we'll use one of the built-in randomization methods in jsPsych's randomization module. jsPsych.randomization.sampleWithoutReplacement() takes an array of items to sample from and generates a new array of length N by sampling without replacement.
    
+
    var fixation = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<div style="font-size:60px;">+</div>',
+  choices: "NO_KEYS",
+  trial_duration: function(){
+    return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+  }
+}
+
    
+
    In the code above, we replaced the trial_duration: 1000 parameter in fixation with a function. Inside the function, we take a sample from the array [250, 500, 750, 1000, 1250, 1500, 1750, 2000] of size 1 (second parameter to jsPsych.randomization.sampleWithoutReplacement). The return value from calling jsPsych.randomization.sampleWithoutReplacement is an array of length 1, so we add the [0] selection at the end to get the value out of the array.
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych();
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    }
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png"},
+      { stimulus: "img/orange.png"}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: function(){
+        return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+      }
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j']
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli,
+      randomize_order: true,
+      repetitions: 5
+    };
+    timeline.push(test_procedure);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 10: Displaying the data
    
+
    We have created a complete, if simple, experiment at this point, so let's take a look at the data being generated. jsPsych has a built-in function called jsPsych.data.displayData() that is useful for debugging your experiment. It will remove all of the information on the screen and replace it with the raw data collected so far. This isn't terribly useful when you are actually running an experiment, but it's nice for checking the data during development.
    
+
    We need the displayData function to execute when the experiment ends. One way to do this is to use the on_finish callback function. This function will automatically execute once all the trials in the experiment are finished. We can specify this function in the experiment settings when we initialize jsPsych with the initJsPsych method.
    
+
    var jsPsych = initJsPsych({
+  on_finish: function() {
+    jsPsych.data.displayData();
+  }
+});
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych({
+      on_finish: function() {
+        jsPsych.data.displayData();
+      }
+    });
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    };
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png"},
+      { stimulus: "img/orange.png"}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: function(){
+        return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+      }
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j']
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli,
+      randomize_order: true,
+      repetitions: 5
+    };
+    timeline.push(test_procedure);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 11: Tagging trials with additional data
    
+
    All trials in jsPsych can be tagged with additional arbitrary data. This data will get stored alongside the data that the plugin normally generates, which allows experimenters to record properties of a trial along with the data from the trial.
    
+
    When might you use this feature? In this experiment, it would be nice to tag each trial with a circle as a response trial, so that the resulting data can be easily filtered to look at only the critical trials. We can do that like this.
    
+
    var test = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: jsPsych.timelineVariable('stimulus'),
+  choices: ['f', 'j'],
+  data: {
+    task: 'response'
+  }
+};
+
    
+
    We also could tag the test trials with a property that indicates what the correct response should be (F for the blue circles, J for the orange). In our current code, we are using the timeline variables feature of jsPsych to choose which circle gets presented on a trial. Since we want to tag the trials differently based on which circle is presented, we need to add the tagging data to the test_stimuli array, and then use the jsPsych.timelineVariable() function to get the value and assign it to a property in the data of the trial.
    
+
    We start by adding a "correct_response" property and value to each object in the test_stimuli:
    
+
    var test_stimuli = [
+  { stimulus: "img/blue.png",  correct_response: 'f'},
+  { stimulus: "img/orange.png",  correct_response: 'j'}
+];
+
    
+
    Now we can use timelineVariable() in the data parameter of the test trial to get the appropriate "correct_response" value for each trial.
    
+
    var test = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: jsPsych.timelineVariable('stimulus'),
+  choices: ['f', 'j'],
+  data: {
+    task: 'response',
+    correct_response: jsPsych.timelineVariable('correct_response')
+  }
+};
+
    
+
    Another kind of tagging that would be useful is to mark each fixation trial as such, to make removing the data from fixation trials easier. 
    
+
    var fixation = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: '<div style="font-size:60px;">+</div>',
+  choices: "NO_KEYS",
+  trial_duration: function(){
+    return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+  },
+  data: {
+    task: 'fixation'
+  }
+};
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych({
+      on_finish: function() {
+        jsPsych.data.displayData();
+      }
+    });
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    };
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png",  correct_response: 'f'},
+      { stimulus: "img/orange.png",  correct_response: 'j'}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: function(){
+        return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+      },
+      data: {
+        task: 'fixation'
+      }
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j'],
+      data: {
+        task: 'response',
+        correct_response: jsPsych.timelineVariable('correct_response')
+      }
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli,
+      randomize_order: true,
+      repetitions: 5
+    };
+    timeline.push(test_procedure);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+  </html>
+
    
+
    
+
    Part 12: Manipulating data during the experiment
    
+
    Now that the data from the test trials has a tag that describes the correct response, it would be easy to analyze the data after the fact and calculate whether the participant responded correctly.
    
+
    But, we can also do this in jsPsych as the experiment runs to save time later and enable a limited set of data analysis directly in the experiment code.
    
+
    To do this, we'll use the on_finish event of the test trial. We can assign a function to on_finish, and that function will receive an object containing the data generated by the trial. This object can be manipulated inside the function, and any changes made to the object will be stored in jsPsych's internal representation of the data.
    
+
    For this example, we'll determine whether the subject responded correctly, and add a new correct property to the data object.
    
+
    var test = {
+  type: jsPsychImageKeyboardResponse,
+  stimulus: jsPsych.timelineVariable('stimulus'),
+  choices: ['f', 'j'],
+  data: {
+    task: 'response',
+    correct_response: jsPsych.timelineVariable('correct_response')
+  },
+  on_finish: function(data){
+    data.correct = jsPsych.pluginAPI.compareKeys(data.response, data.correct_response);
+  }
+};
+
    
+
    The data.response value is a string representation of the key the subject pressed. We can compare this with the data.correct_response value, and assign this computed value to a new property data.correct.
    
+
    
+
    Info
    
+
    
+
    Here we are comparing the values of data.response and data.correct_response using a jsPsych function called jsPsych.pluginAPI.compareKeys. We're using this function because it allows us to compare keys in either a case sensitive or case insensitive way, depending on the experiment settings. The participant's key response will be recorded in a case-sensitive way in the data (e.g. 'f' or 'F'), but in most cases, we don't care if their response corresponds to an upper or lower case letter (which is why the case_sensitive experiment setting is false by default). Using the jsPsych.pluginAPI.commpareKeys function here means that the response will be scored correctly, even if the participant holds down Shift or has Caps Lock on. This function is only relevant for keyboard responses; for other kinds of responses, such as button presses, you can simply compare the response and correct response values directly, e.g.
+  
    data.correct = data.response === data.correct_response;
+
    
+
    
+The complete code so far
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych({
+      on_finish: function() {
+        jsPsych.data.displayData();
+      }
+    });
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    };
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png",  correct_response: 'f'},
+      { stimulus: "img/orange.png",  correct_response: 'j'}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: function(){
+        return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+      },
+      data: {
+        task: 'fixation'
+      }
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j'],
+      data: {
+        task: 'response',
+        correct_response: jsPsych.timelineVariable('correct_response')
+      },
+      on_finish: function(data){
+        data.correct = jsPsych.pluginAPI.compareKeys(data.response, data.correct_response);
+      }
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli,
+      randomize_order: true,
+      repetitions: 5
+    };
+    timeline.push(test_procedure);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
    
+
    Part 13: Data aggregation
    
+
    jsPsych provides a limited set of analysis functions to allow you to calculate things like mean response times for a selected set of trials. In this part, we'll use these functions to add a final trial to the experiment that tells the subject their accuracy and their mean response time for correct responses.
    
+
    We'll use the html-keyboard-response plugin. Because the text that we want to display changes based on the subject's performance in the experiment, we need to use a function for the stimulus parameter and return the desired text.
    
+
    
+
    Info
    
+
    
+
    Using a function as the value of a 'normal' parameter (i.e. a parameter that isn't usually a function) provides lots of flexibility in jsPsych experiments, because it allows you to dynamically change the parameter's value based on the participant's earlier responses, and any other information that you don't know before the experiment has started. For more information and examples, see the dynamic parameter documentation page.
    
+
    Here's what the code looks like, and a description follows below.
    
+
    var debrief_block = {
+  type: jsPsychHtmlKeyboardResponse,
+  stimulus: function() {
+
+    var trials = jsPsych.data.get().filter({task: 'response'});
+    var correct_trials = trials.filter({correct: true});
+    var accuracy = Math.round(correct_trials.count() / trials.count() * 100);
+    var rt = Math.round(correct_trials.select('rt').mean());
+
+    return `<p>You responded correctly on ${accuracy}% of the trials.</p>
+      <p>Your average response time was ${rt}ms.</p>
+      <p>Press any key to complete the experiment. Thank you!</p>`;
+
+  }
+};
+timeline.push(debrief_block);
+
    
+
    To create the variable trials, we use jsPsych.data.get() which returns a jsPsych data collection containing all of the data from the experiment. We can then use .filter to select only the trials where task is 'response' (a benefit of tagging the trials in part 11). trials contains all of the data from the trials where a circle was shown.
    
+
    To get only the correct trials, we can use .filter() again to select only the trials from the trials data collection where the property correct is true.
    
+
    To calculate accuracy, we can use the .count() method to determine how many trials were correct and how many trials there were total. We also use Math.round() to avoid extra digits after the decimal.
    
+
    Finally, to calculate the mean response time on correct trials, we use the .select method on the correct_trials data collection to select only the 'rt' property of those trials. We can then use the .mean() method to find the mean of all the RT values.
    
+
    The final code
    
+
    This code is available in the /examples folder in the jsPsych release download. It is called demo-simple-rt-task.html.
    
+
    <!DOCTYPE html>
+<html>
+  <head>
+    <title>My experiment</title>
+    <script src="https://unpkg.com/jspsych@7.3.0"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-html-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-image-keyboard-response@1.1.1"></script>
+    <script src="https://unpkg.com/@jspsych/plugin-preload@1.1.1"></script>
+    <link href="https://unpkg.com/jspsych@7.3.0/css/jspsych.css" rel="stylesheet" type="text/css" />
+  </head>
+  <body></body>
+  <script>
+
+    /* initialize jsPsych */
+    var jsPsych = initJsPsych({
+      on_finish: function() {
+        jsPsych.data.displayData();
+      }
+    });
+
+    /* create timeline */
+    var timeline = [];
+
+    /* preload images */
+    var preload = {
+      type: jsPsychPreload,
+      images: ['img/blue.png', 'img/orange.png']
+    };
+    timeline.push(preload);
+
+    /* define welcome message trial */
+    var welcome = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: "Welcome to the experiment. Press any key to begin."
+    };
+    timeline.push(welcome);
+
+    /* define instructions trial */
+    var instructions = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: `
+        <p>In this experiment, a circle will appear in the center 
+        of the screen.</p><p>If the circle is <strong>blue</strong>, 
+        press the letter F on the keyboard as fast as you can.</p>
+        <p>If the circle is <strong>orange</strong>, press the letter J 
+        as fast as you can.</p>
+        <div style='width: 700px;'>
+        <div style='float: left;'><img src='img/blue.png'></img>
+        <p class='small'><strong>Press the F key</strong></p></div>
+        <div style='float: right;'><img src='img/orange.png'></img>
+        <p class='small'><strong>Press the J key</strong></p></div>
+        </div>
+        <p>Press any key to begin.</p>
+      `,
+      post_trial_gap: 2000
+    };
+    timeline.push(instructions);
+
+    /* define trial stimuli array for timeline variables */
+    var test_stimuli = [
+      { stimulus: "img/blue.png",  correct_response: 'f'},
+      { stimulus: "img/orange.png",  correct_response: 'j'}
+    ];
+
+    /* define fixation and test trials */
+    var fixation = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: '<div style="font-size:60px;">+</div>',
+      choices: "NO_KEYS",
+      trial_duration: function(){
+        return jsPsych.randomization.sampleWithoutReplacement([250, 500, 750, 1000, 1250, 1500, 1750, 2000], 1)[0];
+      },
+      data: {
+        task: 'fixation'
+      }
+    };
+
+    var test = {
+      type: jsPsychImageKeyboardResponse,
+      stimulus: jsPsych.timelineVariable('stimulus'),
+      choices: ['f', 'j'],
+      data: {
+        task: 'response',
+        correct_response: jsPsych.timelineVariable('correct_response')
+      },
+      on_finish: function(data){
+        data.correct = jsPsych.pluginAPI.compareKeys(data.response, data.correct_response);
+      }
+    };
+
+    /* define test procedure */
+    var test_procedure = {
+      timeline: [fixation, test],
+      timeline_variables: test_stimuli,
+      repetitions: 5,
+      randomize_order: true
+    };
+    timeline.push(test_procedure);
+
+    /* define debrief */
+    var debrief_block = {
+      type: jsPsychHtmlKeyboardResponse,
+      stimulus: function() {
+
+        var trials = jsPsych.data.get().filter({task: 'response'});
+        var correct_trials = trials.filter({correct: true});
+        var accuracy = Math.round(correct_trials.count() / trials.count() * 100);
+        var rt = Math.round(correct_trials.select('rt').mean());
+
+        return `<p>You responded correctly on ${accuracy}% of the trials.</p>
+          <p>Your average response time was ${rt}ms.</p>
+          <p>Press any key to complete the experiment. Thank you!</p>`;
+
+      }
+    };
+    timeline.push(debrief_block);
+
+    /* start the experiment */
+    jsPsych.run(timeline);
+
+  </script>
+</html>
+
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/7.3/tutorials/video-tutorials/index.html b/7.3/tutorials/video-tutorials/index.html
new file mode 100755
index 00000000..c0519f00
--- /dev/null
+++ b/7.3/tutorials/video-tutorials/index.html
@@ -0,0 +1,2050 @@
+
+
+
+  
+    
+      
+      
+      
+      
+      
+        
+      
+      
+      
+    
+    
+      
+        Video Tutorials - jsPsych
+      
+    
+    
+      
+      
+        
+        
+        
+          
+          
+          
+        
+      
+    
+    
+    
+      
+        
+        
+        
+        
+        
+      
+    
+    
+    
+    
+      
+  
+
+
+  
+  
+
+
+  
+  
+
+
+    
+    
+  
+  
+  
+    
+    
+    
+    
+    
+    
+  
+    
+    
+    
+    
+    
+    
+    
    
+      
+    
    
+    
+      
+    
+    
+      
+
+
    
+  
+  
+
    
+    
+    
    
+      
+      
+        
+          
+        
+      
+      
    
+        
    
+          
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+
+                  
    
+                
    
+              
    
+            
+            
+              
+              
    
+                
    
+                  
    
+                    
+
+
+                  
    
+                
    
+              
    
+            
+          
+          
    
+            
    
+              
+                
+  
+    
+  
+
+
+
+
    Video tutorials
    
+
    
+
    Warning
    
+
    Most of these videos are using version 6.x of jsPsych. Using version 7.x requires a few changes that are not covered in these videos. We recommend starting with the tutorials on this website to understand how to work with 7.x and then watching these videos for additional information. Much of the content covered in the videos still applies to 7.x, but you'll need a solid understanding of how to use 7.x in order to make use of the examples in the videos.
    
+
    
+
    YouTube Channel
    
+
    A variety of video tutorials are available on Josh de Leeuw's YouTube channel. Some tutorials walk through creating a basic version of an entire experiment, like the tutorial on creating a dichotic listening experiment aimed at new users. Others focus on specific features of jsPsych, like how to use functions as parameters to create experiments that change in response to participant input or how to create a new plugin.
    
+
    Workshops
    
+
    Moving Research Online (2020). Recordings from a Summer 2020 workshop on conducting online research are available on the workshop's YouTube channel. Session 1 provides an overview of jsPsych suitable for brand new users. Session 3 covers some more advanced features of jsPsych. This workshop was funded by the National Science Foundation.
    
+
    babySTEP (2021). The Centre for Comparative Psycholinguistics (CCP, University of Alberta Department of Linguistics) hosted a two-part jsPsych workshop in 2021 as part of their annual STEP program. Day 1 covered the basics of creating a jsPsych experiment, with an emphasis on audio stimuli. Day 2 was organized around pre-submitted questions. The video demonstrates how to create a more complex experiment involving reading a sentence and hearing different audio options for completing the sentences, and answers several questions about timing accuracy, recording participant generated audio, embedding jsPsych into course (or other) websites, and some (non-empirical) advice about attention checks.
    
+
+              
+            
    
+          
    
+        
    
+        
+      
    
+      
+        
+      
+    
    
+    
    
+      
    
+    
    
+    
+    
+    
+      
+      
+    
+  
+
\ No newline at end of file
diff --git a/versions.json b/versions.json
index 1713d7db..27078d97 100644
--- a/versions.json
+++ b/versions.json
@@ -1 +1 @@
-[{"version": "7.2", "title": "7.2", "aliases": ["latest"]}, {"version": "7.1", "title": "7.1", "aliases": []}, {"version": "7.0", "title": "7.0", "aliases": []}, {"version": "6.3", "title": "6.3", "aliases": []}]
\ No newline at end of file
+[{"version": "7.3", "title": "7.3", "aliases": []}, {"version": "7.2", "title": "7.2", "aliases": ["latest"]}, {"version": "7.1", "title": "7.1", "aliases": []}, {"version": "7.0", "title": "7.0", "aliases": []}, {"version": "6.3", "title": "6.3", "aliases": []}]
\ No newline at end of file

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