From 54400a88292f19704c2491253710f928076f3ba2 Mon Sep 17 00:00:00 2001 From: <> Date: Fri, 8 Jul 2022 09:31:27 +0000 Subject: [PATCH] Deployed ea540e8 with MkDocs version: 1.3.0 --- 404.html | 104 +- __pycache__/__hello_world__.cpython-310.pyc | Bin 352 -> 0 bytes __pycache__/hello_world.cpython-310.pyc | Bin 348 -> 0 bytes ...0238f547.min.js => bundle.6c7ad80a.min.js} | 4 +- ....min.js.map => bundle.6c7ad80a.min.js.map} | 4 +- .../explanation.md | 0 explanation/index.html | 138 +- great_ai_example-main/Dockerfile | 11 + great_ai_example-main/README.md | 23 + great_ai_example-main/diagrams/scope-data.svg | 1 + .../diagrams/scope-deploy.svg | 1 + .../diagrams/scope-train.svg | 1 + great_ai_example-main/diagrams/scope.svg | 1 + great_ai_example-main/format.sh | 31 + great_ai_example-main/index.html | 467 ++++ great_ai_example-main/requirements.txt | 4 + great_ai_example-main/src/data/data.ipynb | 265 ++ great_ai_example-main/src/data/index.html | 1950 +++++++++++++ great_ai_example-main/src/deploy/deploy.ipynb | 239 ++ great_ai_example-main/src/deploy/index.html | 1857 ++++++++++++ great_ai_example-main/src/mongo.ini | 2 + great_ai_example-main/src/train/index.html | 2470 ++++++++++++++++ great_ai_example-main/src/train/train.ipynb | 1811 ++++++++++++ hello_world.ipynb | 26 - hello_world/hello_world.ipynb | 87 + hello_world.py => hello_world/hello_world.py | 2 + hello_world/index.html | 1509 ++++++++++ how-to-guides/how-to-guides.md | 0 how-to-guides/index.html | 123 +- index.html | 123 +- index.md | 17 + map.ipynb | 189 -- objects.inv | Bin 179 -> 210 bytes open_s3/index.html | 125 +- open_s3/open_s3.md | 118 + overrides/main.html | 11 + reference/index.html | 290 +- reference/reference.md | 1 + remote-test/remote.ipynb | 90 - search/search_index.json | 1 + .../__pycache__/__deploy__.cpython-310.pyc | Bin 3455 -> 0 bytes .../__pycache__/__deploy__.cpython-39.pyc | Bin 2085 -> 0 bytes ...__great_ai__predict_domain2.cpython-39.pyc | Bin 3316 -> 0 bytes .../__predict_domain.cpython-39.pyc | Bin 3410 -> 0 bytes simple-mag/__pycache__/helpers.cpython-39.pyc | Bin 510 -> 0 bytes .../__pycache__/predict_domain.cpython-39.pyc | Bin 2092 -> 0 bytes simple-mag/train/index.html | 2477 +++++++++++++++++ simple-mag/{ => train}/train.ipynb | 285 +- sitemap.xml | 47 +- sitemap.xml.gz | Bin 201 -> 205 bytes tutorials/index.html | 123 +- tutorials/tutorials.md | 0 52 files changed, 14526 insertions(+), 502 deletions(-) delete mode 100644 __pycache__/__hello_world__.cpython-310.pyc delete mode 100644 __pycache__/hello_world.cpython-310.pyc rename assets/javascripts/{bundle.0238f547.min.js => bundle.6c7ad80a.min.js} (79%) rename assets/javascripts/{bundle.0238f547.min.js.map => bundle.6c7ad80a.min.js.map} (72%) rename tracing_database.json => explanation/explanation.md (100%) create mode 100644 great_ai_example-main/Dockerfile create mode 100644 great_ai_example-main/README.md create mode 100644 great_ai_example-main/diagrams/scope-data.svg create mode 100644 great_ai_example-main/diagrams/scope-deploy.svg create mode 100644 great_ai_example-main/diagrams/scope-train.svg create mode 100644 great_ai_example-main/diagrams/scope.svg create mode 100644 great_ai_example-main/format.sh create mode 100644 great_ai_example-main/index.html create mode 100644 great_ai_example-main/requirements.txt create mode 100644 great_ai_example-main/src/data/data.ipynb create mode 100644 great_ai_example-main/src/data/index.html create mode 100644 great_ai_example-main/src/deploy/deploy.ipynb create mode 100644 great_ai_example-main/src/deploy/index.html create mode 100644 great_ai_example-main/src/mongo.ini create mode 100644 great_ai_example-main/src/train/index.html create mode 100644 great_ai_example-main/src/train/train.ipynb delete mode 100644 hello_world.ipynb create mode 100644 hello_world/hello_world.ipynb rename hello_world.py => hello_world/hello_world.py (57%) create mode 100644 hello_world/index.html create mode 100644 how-to-guides/how-to-guides.md create mode 100644 index.md delete mode 100644 map.ipynb create mode 100644 open_s3/open_s3.md create mode 100644 overrides/main.html create mode 100644 reference/reference.md delete mode 100644 remote-test/remote.ipynb create mode 100644 search/search_index.json delete mode 100644 simple-mag/__pycache__/__deploy__.cpython-310.pyc delete mode 100644 simple-mag/__pycache__/__deploy__.cpython-39.pyc delete mode 100644 simple-mag/__pycache__/__great_ai__predict_domain2.cpython-39.pyc delete mode 100644 simple-mag/__pycache__/__predict_domain.cpython-39.pyc delete mode 100644 simple-mag/__pycache__/helpers.cpython-39.pyc delete mode 100644 simple-mag/__pycache__/predict_domain.cpython-39.pyc create mode 100644 simple-mag/train/index.html rename simple-mag/{ => train}/train.ipynb (95%) create mode 100644 tutorials/tutorials.md diff --git a/404.html b/404.html index 9af35ad..f5375bd 100644 --- a/404.html +++ b/404.html @@ -9,7 +9,7 @@ - + @@ -49,13 +49,17 @@ + - + + + + @@ -97,9 +101,76 @@ +
+ + + + + + + + + + + + + + + +
+ + + + +
+ +
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+ GitHub +
+ +
+ @@ -133,6 +204,18 @@ GreatAI documentation +
+ +
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+ GitHub +
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Qe=li(we("header"),{viewport$:Ee}),hr=et.pipe(m(()=>we("main")),x(e=>hi(e,{viewport$:Ee,header$:Qe})),X(1)),Is=A(...ae("dialog").map(e=>pi(e,{alert$:nn})),...ae("header").map(e=>mi(e,{viewport$:Ee,header$:Qe,main$:hr})),...ae("palette").map(e=>bi(e)),...ae("search").map(e=>Ai(e,{index$:qi,keyboard$:rn})),...ae("source").map(e=>Pi(e))),$s=j(()=>A(...ae("content").map(e=>ui(e,{target$:At,print$:Ni})),...ae("content").map(e=>oe("search.highlight")?Ci(e,{index$:qi,location$:br}):k),...ae("header-title").map(e=>di(e,{viewport$:Ee,header$:Qe})),...ae("sidebar").map(e=>e.getAttribute("data-md-type")==="navigation"?Qr(Vi,()=>tn(e,{viewport$:Ee,header$:Qe,main$:hr})):Qr(vr,()=>tn(e,{viewport$:Ee,header$:Qe,main$:hr}))),...ae("tabs").map(e=>Ii(e,{viewport$:Ee,header$:Qe})),...ae("toc").map(e=>$i(e,{viewport$:Ee,header$:Qe,target$:At})),...ae("top").map(e=>ji(e,{viewport$:Ee,header$:Qe,main$:hr,target$:At})))),Qi=et.pipe(x(()=>$s),Ze(Is),X(1));Qi.subscribe();window.document$=et;window.location$=br;window.target$=At;window.keyboard$=rn;window.viewport$=Ee;window.tablet$=vr;window.screen$=Vi;window.print$=Ni;window.alert$=nn;window.component$=Qi;})(); +//# sourceMappingURL=bundle.6c7ad80a.min.js.map diff --git a/assets/javascripts/bundle.0238f547.min.js.map b/assets/javascripts/bundle.6c7ad80a.min.js.map similarity index 72% rename from assets/javascripts/bundle.0238f547.min.js.map rename to assets/javascripts/bundle.6c7ad80a.min.js.map index a97c778..1a973ec 100644 --- a/assets/javascripts/bundle.0238f547.min.js.map +++ b/assets/javascripts/bundle.6c7ad80a.min.js.map @@ -2,7 +2,7 @@ "version": 3, "sources": ["node_modules/focus-visible/dist/focus-visible.js", "node_modules/url-polyfill/url-polyfill.js", "node_modules/rxjs/node_modules/tslib/tslib.js", "node_modules/clipboard/dist/clipboard.js", "node_modules/escape-html/index.js", "node_modules/array-flat-polyfill/index.mjs", "src/assets/javascripts/bundle.ts", "node_modules/unfetch/polyfill/index.js", "node_modules/rxjs/node_modules/tslib/modules/index.js", "node_modules/rxjs/src/internal/util/isFunction.ts", "node_modules/rxjs/src/internal/util/createErrorClass.ts", 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"src/assets/javascripts/components/search/share/index.ts", "src/assets/javascripts/components/search/suggest/index.ts", "src/assets/javascripts/components/search/_/index.ts", "src/assets/javascripts/components/search/highlight/index.ts", "src/assets/javascripts/components/sidebar/index.ts", "src/assets/javascripts/components/source/facts/github/index.ts", "src/assets/javascripts/components/source/facts/gitlab/index.ts", "src/assets/javascripts/components/source/facts/_/index.ts", "src/assets/javascripts/components/source/_/index.ts", "src/assets/javascripts/components/tabs/index.ts", "src/assets/javascripts/components/toc/index.ts", "src/assets/javascripts/components/top/index.ts", "src/assets/javascripts/patches/indeterminate/index.ts", "src/assets/javascripts/patches/scrollfix/index.ts", "src/assets/javascripts/patches/scrolllock/index.ts", "src/assets/javascripts/polyfills/index.ts"], "sourceRoot": "../../../..", - "sourcesContent": ["(function (global, factory) {\n typeof exports === 'object' && typeof module !== 'undefined' ? factory() :\n typeof define === 'function' && define.amd ? define(factory) :\n (factory());\n}(this, (function () { 'use 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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'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] === \"undefined\")\n continue\n\n /* Set default attribute or boolean */\n if (typeof attributes[attr] !== \"boolean\")\n el.setAttribute(attr, attributes[attr])\n else\n el.setAttribute(attr, \"\")\n }\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 | \"content.tabs.link\" /* Link content tabs */\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 * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Tabbed control type\n */\ntype TabbedControlType =\n | \"prev\"\n | \"next\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render control for content tabs\n *\n * @param type - Control type\n *\n * @returns Element\n */\nexport function renderTabbedControl(\n type: TabbedControlType\n): HTMLElement {\n const classes = `tabbed-control tabbed-control--${type}`\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 { 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 takeLast,\n takeUntil,\n tap,\n throttleTime\n} from \"rxjs\"\n\nimport {\n ElementOffset,\n getElement,\n getElementSize,\n watchElementContentOffset,\n watchElementFocus,\n watchElementOffset,\n watchElementVisibility\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\", `${offset.y}px`)\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-tooltip-x\")\n el.style.removeProperty(\"--md-tooltip-y\")\n }\n })\n\n /* Start animation only when annotation is visible */\n const done$ = push$.pipe(takeLast(1))\n watchElementVisibility(el)\n .pipe(\n takeUntil(done$)\n )\n .subscribe(visible => {\n el.toggleAttribute(\"data-md-visible\", visible)\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$: Observable\n\n/**\n * Global sequence number for diagrams\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch Mermaid script\n *\n * @returns Mermaid scripts observable\n */\nfunction fetchScripts(): Observable {\n return typeof mermaid === \"undefined\" || mermaid instanceof Element\n ? watchScript(\"https://unpkg.com/mermaid@9.0.1/dist/mermaid.min.js\")\n : of(undefined)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount Mermaid diagram\n *\n * @param el - Code block element\n *\n * @returns Mermaid diagram component observable\n */\nexport function mountMermaid(\n el: HTMLElement\n): Observable> {\n el.classList.remove(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n mermaid$ ||= 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$.subscribe(() => {\n el.classList.add(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n const id = `__mermaid_${sequence++}`\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 skip,\n startWith,\n subscribeOn,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n getElement,\n getElementContentOffset,\n getElementContentSize,\n getElementOffset,\n getElementSize,\n getElements,\n watchElementContentOffset,\n watchElementSize\n} from \"~/browser\"\nimport { renderTabbedControl } from \"~/templates\"\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 initial = inputs.find(input => input.checked) || inputs[0]\n return merge(...inputs.map(input => fromEvent(input, \"change\")\n .pipe(\n map(() => getElement(`label[for=${input.id}]`))\n )\n ))\n .pipe(\n startWith(getElement(`label[for=${initial.id}]`)),\n map(active => ({ active }))\n )\n}\n\n/**\n * Mount content tabs\n *\n * This function scrolls the active tab into view. While this functionality is\n * provided by browsers as part of `scrollInfoView`, browsers will always also\n * scroll the vertical axis, which we do not want. Thus, we decided to provide\n * this functionality ourselves.\n *\n * @param el - Content tabs element\n *\n * @returns Content tabs component observable\n */\nexport function mountContentTabs(\n el: HTMLElement\n): Observable> {\n\n /* Render content tab previous button for pagination */\n const prev = renderTabbedControl(\"prev\")\n el.append(prev)\n\n /* Render content tab next button for pagination */\n const next = renderTabbedControl(\"next\")\n el.append(next)\n\n /* Mount component on subscription */\n const container = getElement(\".tabbed-labels\", el)\n return defer(() => {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n combineLatest([push$, watchElementSize(el)])\n .pipe(\n auditTime(1, animationFrameScheduler),\n takeUntil(done$)\n )\n .subscribe({\n\n /* Handle emission */\n next([{ active }, size]) {\n const offset = getElementOffset(active)\n const { width } = getElementSize(active)\n\n /* Set tab indicator offset and width */\n el.style.setProperty(\"--md-indicator-x\", `${offset.x}px`)\n el.style.setProperty(\"--md-indicator-width\", `${width}px`)\n\n /* Scroll container to active content tab */\n const content = getElementContentOffset(container)\n if (\n offset.x < content.x ||\n offset.x + width > content.x + size.width\n )\n container.scrollTo({\n left: Math.max(0, offset.x - 16),\n behavior: \"smooth\"\n })\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-indicator-x\")\n el.style.removeProperty(\"--md-indicator-width\")\n }\n })\n\n /* Hide content tab buttons on borders */\n combineLatest([\n watchElementContentOffset(container),\n watchElementSize(container)\n ])\n .pipe(\n takeUntil(done$)\n )\n .subscribe(([offset, size]) => {\n const content = getElementContentSize(container)\n prev.hidden = offset.x < 16\n next.hidden = offset.x > content.width - size.width - 16\n })\n\n /* Paginate content tab container on click */\n merge(\n fromEvent(prev, \"click\").pipe(map(() => -1)),\n fromEvent(next, \"click\").pipe(map(() => +1))\n )\n .pipe(\n takeUntil(done$)\n )\n .subscribe(direction => {\n const { width } = getElementSize(container)\n container.scrollBy({\n left: width * direction,\n behavior: \"smooth\"\n })\n })\n\n /* Set up linking of content tabs, if enabled */\n if (feature(\"content.tabs.link\"))\n push$.pipe(skip(1))\n .subscribe(({ active }) => {\n const tab = active.innerText.trim()\n for (const set of getElements(\"[data-tabs]\"))\n for (const input of getElements(\n \":scope > input\", set\n )) {\n const label = getElement(`label[for=${input.id}]`)\n if (label.innerText.trim() === tab) {\n input.click()\n break\n }\n }\n\n /* Persist active tabs in local storage */\n const tabs = __md_get(\"__tabs\") || []\n __md_set(\"__tabs\", [...new Set([tab, ...tabs])])\n })\n\n /* Create and return component */\n return watchContentTabs(el)\n .pipe(\n tap(state => push$.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$.subscribe(({ message, active }) => {\n el.classList.toggle(\"md-dialog--active\", active)\n inner.textContent = message\n })\n\n /* Create and return component */\n return watchDialog(el, options)\n .pipe(\n tap(state => push$.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 const done$ = push$.pipe(takeLast(1))\n push$\n .pipe(\n distinctUntilKeyChanged(\"active\"),\n combineLatestWith(header$)\n )\n .subscribe(([{ active }, { hidden }]) => {\n el.classList.toggle(\"md-header--shadow\", active && !hidden)\n el.hidden = hidden\n })\n\n /* Link to main area */\n main$.subscribe(push$)\n\n /* Create and return component */\n return header$\n .pipe(\n takeUntil(done$),\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$.subscribe(({ active }) => {\n el.classList.toggle(\"md-header__title--active\", active)\n })\n\n /* Obtain headline, if any */\n const heading = getOptionalElement(\"article h1\")\n if (typeof heading === \"undefined\")\n return EMPTY\n\n /* Create and return component */\n return watchHeaderTitle(heading, options)\n .pipe(\n tap(state => push$.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 withLatestFrom\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 versions$\n .pipe(\n map(versions => new Map(versions.map(version => [\n `${new URL(`../${version.version}/`, config.base)}`,\n version\n ]))),\n switchMap(urls => fromEvent(document.body, \"click\")\n .pipe(\n filter(ev => !ev.metaKey && !ev.ctrlKey),\n withLatestFrom(current$),\n switchMap(([ev, current]) => {\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 const url = el.href\n // This is a temporary hack to detect if a version inside the\n // version selector or on another part of the site was clicked.\n // If we're inside the version selector, we definitely want to\n // find the same page, as we might have different deployments\n // due to aliases. However, if we're outside the version\n // selector, we must abort here, because we might otherwise\n // interfere with instant loading. We need to refactor this\n // at some point together with instant loading.\n //\n // See https://github.com/squidfunk/mkdocs-material/issues/4012\n if (!ev.target.closest(\".md-version\")) {\n const version = urls.get(url)!\n if (version === current)\n return EMPTY\n }\n return of(url)\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 share,\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 const done$ = push$.pipe(takeLast(1))\n\n /* Handle value changes */\n push$\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$\n .pipe(\n distinctUntilKeyChanged(\"focus\")\n )\n .subscribe(({ focus }) => {\n if (focus) {\n setToggle(\"search\", focus)\n el.placeholder = \"\"\n } else {\n el.placeholder = translation(\"search.placeholder\")\n }\n })\n\n /* Handle reset */\n fromEvent(el.form!, \"reset\")\n .pipe(\n takeUntil(done$)\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 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 {\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$.subscribe(({ facts }) => {\n inner.appendChild(renderSourceFacts(facts))\n inner.classList.add(\"md-source__repository--active\")\n })\n\n /* Create and return component */\n return watchSource(el)\n .pipe(\n tap(state => push$.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$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n el.hidden = hidden\n },\n\n /* Handle complete */\n complete() {\n el.hidden = false\n }\n })\n\n /* Create and return component */\n return (\n feature(\"navigation.tabs.sticky\")\n ? of({ hidden: false })\n : watchTabs(el, options)\n )\n .pipe(\n tap(state => push$.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 const done$ = push$.pipe(takeLast(1))\n push$.subscribe(({ prev, next }) => {\n\n /* Look forward */\n for (const [anchor] of next) {\n anchor.classList.remove(\"md-nav__link--passed\")\n anchor.classList.remove(\"md-nav__link--active\")\n }\n\n /* Look backward */\n for (const [index, [anchor]] of prev.entries()) {\n anchor.classList.add(\"md-nav__link--passed\")\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$\n .pipe(\n takeUntil(done$),\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 const done$ = push$.pipe(takeLast(1))\n push$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n el.hidden = hidden\n if (hidden) {\n el.setAttribute(\"tabindex\", \"-1\")\n el.blur()\n } else {\n el.removeAttribute(\"tabindex\")\n }\n },\n\n /* Handle complete */\n complete() {\n el.style.top = \"\"\n el.hidden = true\n el.removeAttribute(\"tabindex\")\n }\n })\n\n /* Watch header height */\n header$\n .pipe(\n takeUntil(done$),\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$\n .pipe(\n switchMap(() => getElements(\n // @todo `data-md-state` is deprecated and removed in v9\n \".md-toggle--indeterminate, [data-md-state=indeterminate]\"\n )),\n tap(el => {\n el.indeterminate = true\n el.checked = false\n }),\n mergeMap(el => fromEvent(el, \"change\")\n .pipe(\n takeWhile(() => el.classList.contains(\"md-toggle--indeterminate\")),\n map(() => el)\n )\n ),\n withLatestFrom(tablet$)\n )\n .subscribe(([el, tablet]) => {\n el.classList.remove(\"md-toggle--indeterminate\")\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-scrolllock\", \"\")\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-scrolllock\")\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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+ "sourcesContent": ["(function (global, factory) {\n typeof exports === 'object' && typeof module !== 'undefined' ? factory() :\n typeof define === 'function' && define.amd ? define(factory) :\n (factory());\n}(this, (function () { 'use 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 ? (':' + global.location.port) : '');\r\n };\r\n\r\n try {\r\n Object.defineProperty(global.location, 'origin', {\r\n get: getOrigin,\r\n enumerable: true\r\n });\r\n } catch (e) {\r\n setInterval(function() {\r\n global.location.origin = getOrigin();\r\n }, 100);\r\n }\r\n }\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\nCopyright (c) Microsoft Corporation.\r\n\r\nPermission to use, copy, modify, and/or distribute this software for any\r\npurpose with or without fee is hereby granted.\r\n\r\nTHE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH\r\nREGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY\r\nAND FITNESS. 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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] === \"undefined\")\n continue\n\n /* Set default attribute or boolean */\n if (typeof attributes[attr] !== \"boolean\")\n el.setAttribute(attr, attributes[attr])\n else\n el.setAttribute(attr, \"\")\n }\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 | \"content.tabs.link\" /* Link content tabs */\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 * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Tabbed control type\n */\ntype TabbedControlType =\n | \"prev\"\n | \"next\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render control for content tabs\n *\n * @param type - Control type\n *\n * @returns Element\n */\nexport function renderTabbedControl(\n type: TabbedControlType\n): HTMLElement {\n const classes = `tabbed-control tabbed-control--${type}`\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 { 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 takeLast,\n takeUntil,\n tap,\n throttleTime\n} from \"rxjs\"\n\nimport {\n ElementOffset,\n getElement,\n getElementSize,\n watchElementContentOffset,\n watchElementFocus,\n watchElementOffset,\n watchElementVisibility\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\", `${offset.y}px`)\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-tooltip-x\")\n el.style.removeProperty(\"--md-tooltip-y\")\n }\n })\n\n /* Start animation only when annotation is visible */\n const done$ = push$.pipe(takeLast(1))\n watchElementVisibility(el)\n .pipe(\n takeUntil(done$)\n )\n .subscribe(visible => {\n el.toggleAttribute(\"data-md-visible\", visible)\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$: Observable\n\n/**\n * Global sequence number for diagrams\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch Mermaid script\n *\n * @returns Mermaid scripts observable\n */\nfunction fetchScripts(): Observable {\n return typeof mermaid === \"undefined\" || mermaid instanceof Element\n ? watchScript(\"https://unpkg.com/mermaid@9.0.1/dist/mermaid.min.js\")\n : of(undefined)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount Mermaid diagram\n *\n * @param el - Code block element\n *\n * @returns Mermaid diagram component observable\n */\nexport function mountMermaid(\n el: HTMLElement\n): Observable> {\n el.classList.remove(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n mermaid$ ||= 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$.subscribe(() => {\n el.classList.add(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n const id = `__mermaid_${sequence++}`\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 skip,\n startWith,\n subscribeOn,\n takeLast,\n takeUntil,\n tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n getElement,\n getElementContentOffset,\n getElementContentSize,\n getElementOffset,\n getElementSize,\n getElements,\n watchElementContentOffset,\n watchElementSize\n} from \"~/browser\"\nimport { renderTabbedControl } from \"~/templates\"\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 initial = inputs.find(input => input.checked) || inputs[0]\n return merge(...inputs.map(input => fromEvent(input, \"change\")\n .pipe(\n map(() => getElement(`label[for=\"${input.id}\"]`))\n )\n ))\n .pipe(\n startWith(getElement(`label[for=\"${initial.id}\"]`)),\n map(active => ({ active }))\n )\n}\n\n/**\n * Mount content tabs\n *\n * This function scrolls the active tab into view. While this functionality is\n * provided by browsers as part of `scrollInfoView`, browsers will always also\n * scroll the vertical axis, which we do not want. Thus, we decided to provide\n * this functionality ourselves.\n *\n * @param el - Content tabs element\n *\n * @returns Content tabs component observable\n */\nexport function mountContentTabs(\n el: HTMLElement\n): Observable> {\n\n /* Render content tab previous button for pagination */\n const prev = renderTabbedControl(\"prev\")\n el.append(prev)\n\n /* Render content tab next button for pagination */\n const next = renderTabbedControl(\"next\")\n el.append(next)\n\n /* Mount component on subscription */\n const container = getElement(\".tabbed-labels\", el)\n return defer(() => {\n const push$ = new Subject()\n const done$ = push$.pipe(takeLast(1))\n combineLatest([push$, watchElementSize(el)])\n .pipe(\n auditTime(1, animationFrameScheduler),\n takeUntil(done$)\n )\n .subscribe({\n\n /* Handle emission */\n next([{ active }, size]) {\n const offset = getElementOffset(active)\n const { width } = getElementSize(active)\n\n /* Set tab indicator offset and width */\n el.style.setProperty(\"--md-indicator-x\", `${offset.x}px`)\n el.style.setProperty(\"--md-indicator-width\", `${width}px`)\n\n /* Scroll container to active content tab */\n const content = getElementContentOffset(container)\n if (\n offset.x < content.x ||\n offset.x + width > content.x + size.width\n )\n container.scrollTo({\n left: Math.max(0, offset.x - 16),\n behavior: \"smooth\"\n })\n },\n\n /* Handle complete */\n complete() {\n el.style.removeProperty(\"--md-indicator-x\")\n el.style.removeProperty(\"--md-indicator-width\")\n }\n })\n\n /* Hide content tab buttons on borders */\n combineLatest([\n watchElementContentOffset(container),\n watchElementSize(container)\n ])\n .pipe(\n takeUntil(done$)\n )\n .subscribe(([offset, size]) => {\n const content = getElementContentSize(container)\n prev.hidden = offset.x < 16\n next.hidden = offset.x > content.width - size.width - 16\n })\n\n /* Paginate content tab container on click */\n merge(\n fromEvent(prev, \"click\").pipe(map(() => -1)),\n fromEvent(next, \"click\").pipe(map(() => +1))\n )\n .pipe(\n takeUntil(done$)\n )\n .subscribe(direction => {\n const { width } = getElementSize(container)\n container.scrollBy({\n left: width * direction,\n behavior: \"smooth\"\n })\n })\n\n /* Set up linking of content tabs, if enabled */\n if (feature(\"content.tabs.link\"))\n push$.pipe(skip(1))\n .subscribe(({ active }) => {\n const tab = active.innerText.trim()\n for (const set of getElements(\"[data-tabs]\"))\n for (const input of getElements(\n \":scope > input\", set\n )) {\n const label = getElement(`label[for=\"${input.id}\"]`)\n if (label.innerText.trim() === tab) {\n input.click()\n break\n }\n }\n\n /* Persist active tabs in local storage */\n const tabs = __md_get(\"__tabs\") || []\n __md_set(\"__tabs\", [...new Set([tab, ...tabs])])\n })\n\n /* Create and return component */\n return watchContentTabs(el)\n .pipe(\n tap(state => push$.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$.subscribe(({ message, active }) => {\n el.classList.toggle(\"md-dialog--active\", active)\n inner.textContent = message\n })\n\n /* Create and return component */\n return watchDialog(el, options)\n .pipe(\n tap(state => push$.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 const done$ = push$.pipe(takeLast(1))\n push$\n .pipe(\n distinctUntilKeyChanged(\"active\"),\n combineLatestWith(header$)\n )\n .subscribe(([{ active }, { hidden }]) => {\n el.classList.toggle(\"md-header--shadow\", active && !hidden)\n el.hidden = hidden\n })\n\n /* Link to main area */\n main$.subscribe(push$)\n\n /* Create and return component */\n return header$\n .pipe(\n takeUntil(done$),\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$.subscribe(({ active }) => {\n el.classList.toggle(\"md-header__title--active\", active)\n })\n\n /* Obtain headline, if any */\n const heading = getOptionalElement(\"article h1\")\n if (typeof heading === \"undefined\")\n return EMPTY\n\n /* Create and return component */\n return watchHeaderTitle(heading, options)\n .pipe(\n tap(state => push$.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 withLatestFrom\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 versions$\n .pipe(\n map(versions => new Map(versions.map(version => [\n `${new URL(`../${version.version}/`, config.base)}`,\n version\n ]))),\n switchMap(urls => fromEvent(document.body, \"click\")\n .pipe(\n filter(ev => !ev.metaKey && !ev.ctrlKey),\n withLatestFrom(current$),\n switchMap(([ev, current]) => {\n if (ev.target instanceof Element) {\n const el = ev.target.closest(\"a\")\n if (el && !el.target && urls.has(el.href)) {\n const url = el.href\n // This is a temporary hack to detect if a version inside the\n // version selector or on another part of the site was clicked.\n // If we're inside the version selector, we definitely want to\n // find the same page, as we might have different deployments\n // due to aliases. However, if we're outside the version\n // selector, we must abort here, because we might otherwise\n // interfere with instant loading. We need to refactor this\n // at some point together with instant loading.\n //\n // See https://github.com/squidfunk/mkdocs-material/issues/4012\n if (!ev.target.closest(\".md-version\")) {\n const version = urls.get(url)!\n if (version === current)\n return EMPTY\n }\n ev.preventDefault()\n return of(url)\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 share,\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 const done$ = push$.pipe(takeLast(1))\n\n /* Handle value changes */\n push$\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$\n .pipe(\n distinctUntilKeyChanged(\"focus\")\n )\n .subscribe(({ focus }) => {\n if (focus) {\n setToggle(\"search\", focus)\n el.placeholder = \"\"\n } else {\n el.placeholder = translation(\"search.placeholder\")\n }\n })\n\n /* Handle reset */\n fromEvent(el.form!, \"reset\")\n .pipe(\n takeUntil(done$)\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 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 {\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$.subscribe(({ facts }) => {\n inner.appendChild(renderSourceFacts(facts))\n inner.classList.add(\"md-source__repository--active\")\n })\n\n /* Create and return component */\n return watchSource(el)\n .pipe(\n tap(state => push$.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$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n el.hidden = hidden\n },\n\n /* Handle complete */\n complete() {\n el.hidden = false\n }\n })\n\n /* Create and return component */\n return (\n feature(\"navigation.tabs.sticky\")\n ? of({ hidden: false })\n : watchTabs(el, options)\n )\n .pipe(\n tap(state => push$.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 const done$ = push$.pipe(takeLast(1))\n push$.subscribe(({ prev, next }) => {\n\n /* Look forward */\n for (const [anchor] of next) {\n anchor.classList.remove(\"md-nav__link--passed\")\n anchor.classList.remove(\"md-nav__link--active\")\n }\n\n /* Look backward */\n for (const [index, [anchor]] of prev.entries()) {\n anchor.classList.add(\"md-nav__link--passed\")\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$\n .pipe(\n takeUntil(done$),\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 const done$ = push$.pipe(takeLast(1))\n push$.subscribe({\n\n /* Handle emission */\n next({ hidden }) {\n el.hidden = hidden\n if (hidden) {\n el.setAttribute(\"tabindex\", \"-1\")\n el.blur()\n } else {\n el.removeAttribute(\"tabindex\")\n }\n },\n\n /* Handle complete */\n complete() {\n el.style.top = \"\"\n el.hidden = true\n el.removeAttribute(\"tabindex\")\n }\n })\n\n /* Watch header height */\n header$\n .pipe(\n takeUntil(done$),\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$\n .pipe(\n switchMap(() => getElements(\n // @todo `data-md-state` is deprecated and removed in v9\n \".md-toggle--indeterminate, [data-md-state=indeterminate]\"\n )),\n tap(el => {\n el.indeterminate = true\n el.checked = false\n }),\n mergeMap(el => fromEvent(el, \"change\")\n .pipe(\n takeWhile(() => el.classList.contains(\"md-toggle--indeterminate\")),\n map(() => el)\n )\n ),\n withLatestFrom(tablet$)\n )\n .subscribe(([el, tablet]) => {\n el.classList.remove(\"md-toggle--indeterminate\")\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-scrolllock\", \"\")\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-scrolllock\")\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 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 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"names": [] } diff --git a/tracing_database.json b/explanation/explanation.md similarity index 100% rename from tracing_database.json rename to explanation/explanation.md diff --git a/explanation/index.html b/explanation/index.html index 92a038f..073c6b8 100644 --- a/explanation/index.html +++ b/explanation/index.html @@ -9,7 +9,7 @@ - + @@ -49,13 +49,17 @@ + - + + + + @@ -97,9 +101,76 @@ +
    + + + + + + + + + + + + + + + +
    + + + + +
    + +
    + + +
    +
    + GitHub +
    +     +
    +
    @@ -133,6 +204,18 @@ GreatAI documentation +
    + +
    + + +
    +
    + GitHub +
    +     +
    + @@ -245,14 +343,33 @@
    + + + + + + +

    Explanation

    +
    +
    + + + Last update: + July 8, 2022 + + + +
    + +
    @@ -281,6 +398,21 @@ + + +
    @@ -306,7 +438,7 @@ - + diff --git a/great_ai_example-main/Dockerfile b/great_ai_example-main/Dockerfile new file mode 100644 index 0000000..bd5c6cc --- /dev/null +++ b/great_ai_example-main/Dockerfile @@ -0,0 +1,11 @@ +FROM test + +COPY requirements.txt . +RUN pip install --no-cache-dir ./great_ai + +COPY mongo.ini . +COPY deploy.ipynb . + +# RUN python3 -m large_file --backend s3 -secrets ~/.aws/credentials --cache my_first_file.json:3 my_second_file my_folder:0 + +CMD ["deploy.ipynb"] diff --git a/great_ai_example-main/README.md b/great_ai_example-main/README.md new file mode 100644 index 0000000..d52e649 --- /dev/null +++ b/great_ai_example-main/README.md @@ -0,0 +1,23 @@ +# Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus) + +![steps](diagrams/scope.svg) + +## Install + +### System dependencies + +Make sure you have `python3`, `pip`, and `venv` installed. +> On Ubuntu, execute: `sudo apt install -y python3 python3-pip python3-venv` + +### Install dependencies +```sh +python3 -m venv --copies .env +source .env/bin/activate + +pip install -r requirements.txt +``` +## Execute + +- [Part 1](src/data.ipynb) +- [Part 2](src/train.ipynb) +- [Part 3](src/deploy.ipynb) diff --git a/great_ai_example-main/diagrams/scope-data.svg b/great_ai_example-main/diagrams/scope-data.svg new file mode 100644 index 0000000..8e232ec --- /dev/null +++ b/great_ai_example-main/diagrams/scope-data.svg @@ -0,0 +1 @@ +
    Preprocessed data
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    Preprocessed data
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    Use an AI deployment
    SaaS/PaaS
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    Transforming into
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    Exploration &...
    Trained models  & prototype inference code
    Trained models  & protot...
    Deploy with standard
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     (SysAdmin, Ops, DevOps)
    Deploy with standard...
    Use an AI deployment
    SaaS/PaaS
    (MLEM, Akkio, etc.) 
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    Train a domain classifier on the semantic scholar dataset

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    steps

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    Install

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    System dependencies

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    Make sure you have python3, pip, and venv installed.

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    On Ubuntu, execute: sudo apt install -y python3 python3-pip python3-venv

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    + + + + + + + + \ No newline at end of file diff --git a/great_ai_example-main/requirements.txt b/great_ai_example-main/requirements.txt new file mode 100644 index 0000000..dfcc2e6 --- /dev/null +++ b/great_ai_example-main/requirements.txt @@ -0,0 +1,4 @@ +great_ai +notebook +nbformat +nbconvert \ No newline at end of file diff --git a/great_ai_example-main/src/data/data.ipynb b/great_ai_example-main/src/data/data.ipynb new file mode 100644 index 0000000..1443c7c --- /dev/null +++ b/great_ai_example-main/src/data/data.ipynb @@ -0,0 +1,265 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus)\n", + "> Part 1: obtain and clean data\n", + "\n", + "![position of this step in the lifecycle](../diagrams/scope-data.svg)\n", + "> The blue boxes show the steps implemented in this notebook.\n", + "\n", + "### Extract\n", + "\n", + "This can be achieved by downloading a public dataset (such as in this case), or by having a Data Engineer setup and give us access to the organisation's data.\n", + "\n", + "In this case, we download the semantic scholar dataset from a public S3 bucket." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "MAX_CHUNK_COUNT = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Processing 1 out of the 6002 available chunks'" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import urllib.request\n", + "from random import shuffle\n", + "\n", + "manifest = (\n", + " urllib.request.urlopen(\n", + " \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/manifest.txt\"\n", + " )\n", + " .read()\n", + " .decode()\n", + ") # a list of available chunks separated by '\\n' characters\n", + "\n", + "lines = manifest.split()\n", + "shuffle(lines)\n", + "chunks = lines[:MAX_CHUNK_COUNT]\n", + "\n", + "f\"Processing {len(chunks)} out of the {len(manifest.split())} available chunks\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Transform\n", + "\n", + "- Filter out non-English abstracts using `great_ai.utilities.predict_language`\n", + "- Project it to only keep the necessary components (text and labels), clean the textual content using `great_ai.utilities.clean`\n", + "- We will speed up processing using `great_ai.utilities.parallel_map`." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Spacy model en_core_web_sm not found locally, downloading...\n", + "Collecting en-core-web-sm==3.3.0\n", + " Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.3.0/en_core_web_sm-3.3.0-py3-none-any.whl (12.8 MB)\n", + 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typer<0.5.0,>=0.3.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (8.1.3)\n", + "Requirement already satisfied: MarkupSafe>=2.0 in ./.env/lib/python3.10/site-packages (from jinja2->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.1.1)\n", + "Installing collected packages: en-core-web-sm\n", + "Successfully installed en-core-web-sm-3.3.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;226m2022-06-25 14:21:57,983 | WARNING | Limiting concurrency to 1 because there are only 1 chunks\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:21:57,984 | INFO | Starting parallel map (concurrency: 1, chunk size: 1)\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:21:57,984 | WARNING | Running in series, there is no reason for parallelism\u001b[0m\n", + "100%|██████████| 1/1 [03:26<00:00, 206.86s/it]\n" + ] + } + ], + "source": [ + "from typing import List, Tuple\n", + "import json\n", + "import gzip\n", + "from great_ai import parallel_map, clean, is_english, predict_language\n", + "\n", + "\n", + "def preprocess_chunk(chunk_key: str) -> List[Tuple[str, List[str]]]:\n", + " # Extract\n", + " response = urllib.request.urlopen(\n", + " f\"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/{chunk_key}\"\n", + " ) # a gzipped JSON Lines file\n", + "\n", + " decompressed = gzip.decompress(response.read())\n", + " decoded = decompressed.decode()\n", + " chunk = [json.loads(line) for line in decoded.split(\"\\n\") if line]\n", + "\n", + " # Transform\n", + " return [\n", + " (\n", + " clean(\n", + " f'{c[\"title\"]} {c[\"paperAbstract\"]} {c[\"journalName\"]} {c[\"venue\"]}',\n", + " convert_to_ascii=True,\n", + " ), # The text is cleaned to remove PDF extraction, web scraping, and other common artifacts\n", + " c[\"fieldsOfStudy\"],\n", + " ) # Create pairs of `(text, [...domains])`\n", + " for c in chunk\n", + " if c[\"fieldsOfStudy\"] and is_english(predict_language(c[\"paperAbstract\"]))\n", + " ]\n", + "\n", + "\n", + "preprocessed_chunks = parallel_map(preprocess_chunk, chunks)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "from itertools import chain\n", + "\n", + "preprocessed_data = list(chain(*preprocessed_chunks))\n", + "X, y = zip(\n", + " *preprocessed_data\n", + ") # X is the input, y is the expected (ground truth) output" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load\n", + "\n", + "Upload the dataset (or a part of it) to a central repository using `great_ai.add_ground_truth`. This step automatically tags each datapoint with a split label according to the ratios we set. Additional tags can be also given.\n", + "\n", + "#### Production-ready backend\n", + "\n", + "The MongoDB driver is automatically configured if `mongo.ini` exists with the following scheme:\n", + "\n", + "```ini\n", + "mongo_connection_string=mongodb://localhost:27017/\n", + "mongo_database=my_great_ai_db\n", + "```\n", + "> You can install MongoDB from [here](https://www.mongodb.com/docs/manual/installation) or [use it as a service](https://www.mongodb.com/cloud/atlas/register)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;226m2022-06-25 14:25:24,989 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,990 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,991 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,992 | INFO | Settings: configured ✅\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,993 | INFO | 🔩 tracing_database: MongodbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,994 | INFO | 🔩 large_file_implementation: LargeFileMongo\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,994 | INFO | 🔩 is_production: False\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,995 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,996 | INFO | 🔩 prediction_cache_size: 512\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:25:24,997 | INFO | 🔩 dashboard_table_size: 50\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:25:24,998 | WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:25:24,998 | WARNING | > Find out more at https://se-ml.github.io/practices/\u001b[0m\n" + ] + } + ], + "source": [ + "from great_ai import add_ground_truth\n", + "\n", + "add_ground_truth(X, y, train_split_ratio=0.8, test_split_ratio=0.2)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Next: [Part 2](train.ipynb)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.10.4 ('.env': venv)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "c1f394f9662881005685eeb18d8f9f77079b1b8b9a5ece1f825bfa01fcb7f52f" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/great_ai_example-main/src/data/index.html b/great_ai_example-main/src/data/index.html new file mode 100644 index 0000000..828ac89 --- /dev/null +++ b/great_ai_example-main/src/data/index.html @@ -0,0 +1,1950 @@ + + + + + + + + + + + + + + + + Train a domain classifier on the semantic scholar dataset - GreatAI documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    + + + + + + + + \ No newline at end of file diff --git a/great_ai_example-main/src/deploy/deploy.ipynb b/great_ai_example-main/src/deploy/deploy.ipynb new file mode 100644 index 0000000..a8acbfe --- /dev/null +++ b/great_ai_example-main/src/deploy/deploy.ipynb @@ -0,0 +1,239 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus)\n", + "\n", + "> Part 3: Create production inference function\n", + "\n", + "![position of this step in the lifecycle](../diagrams/scope-deploy.svg)\n", + "> The blue boxes show the steps implemented in this notebook.\n", + "\n", + "In [Part 2](train.ipynb), we trained our AI model. Now, it's time to create **G**eneral **R**obust **E**nd-to-end **A**utomated **T**rustworthy deployment from it using the `GreatAI` Python package." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;226m2022-06-25 14:57:20,629 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,630 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | Settings: configured ✅\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | 🔩 tracing_database: MongodbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,631 | INFO | 🔩 large_file_implementation: LargeFileMongo\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,632 | INFO | 🔩 is_production: False\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,633 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,633 | INFO | 🔩 prediction_cache_size: 512\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,634 | INFO | 🔩 dashboard_table_size: 50\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:57:20,634 | WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:57:20,635 | WARNING | > Find out more at https://se-ml.github.io/practices/\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,642 | INFO | Latest version of small-domain-prediction is 0 (from versions: 0)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:57:20,643 | INFO | File small-domain-prediction-0 found in cache\u001b[0m\n" + ] + } + ], + "source": [ + "import re\n", + "import numpy as np\n", + "from sklearn.pipeline import Pipeline\n", + "from great_ai.utilities import clean\n", + "from great_ai import (\n", + " MultiLabelClassificationOutput,\n", + " ClassificationOutput,\n", + " GreatAI,\n", + " use_model,\n", + " parameter,\n", + ")\n", + "\n", + "\n", + "@GreatAI.create\n", + "@use_model(\"small-domain-prediction\", version=\"latest\")\n", + "@parameter(\"target_confidence\", validator=lambda c: 0 <= c <= 100)\n", + "def predict_domain(\n", + " text: str, model: Pipeline, target_confidence: int = 50\n", + ") -> MultiLabelClassificationOutput:\n", + " \"\"\"\n", + " Predict the scientific domain of the input text.\n", + " Return labels until their sum likelihood is larger than `target_confidence`.\n", + " \"\"\"\n", + "\n", + " preprocessed = re.sub(r\"[^a-zA-Z\\s]\", \"\", clean(text, convert_to_ascii=True))\n", + " features = model.named_steps[\"vectorizer\"].transform([preprocessed])\n", + " prediction = model.named_steps[\"classifier\"].predict_proba(features)[0]\n", + "\n", + " best_classes = sorted(enumerate(prediction), key=lambda v: v[1], reverse=True)\n", + "\n", + " results = MultiLabelClassificationOutput()\n", + " for class_index, probability in best_classes:\n", + " results.labels.append(\n", + " get_label(\n", + " model=model,\n", + " features=features,\n", + " class_index=class_index,\n", + " probability=probability,\n", + " )\n", + " )\n", + "\n", + " if sum(r.confidence for r in results.labels) >= target_confidence:\n", + " break\n", + "\n", + " return results\n", + "\n", + "\n", + "def get_label(\n", + " model: Pipeline, features: np.ndarray, class_index: int, probability: float\n", + ") -> ClassificationOutput:\n", + " return ClassificationOutput(\n", + " label=model.named_steps[\"classifier\"].classes_[class_index],\n", + " confidence=round(probability * 100),\n", + " explanation=[\n", + " word\n", + " for _, word in sorted(\n", + " (\n", + " (weight, word)\n", + " for weight, word, count in zip(\n", + " model.named_steps[\"classifier\"].feature_log_prob_[class_index],\n", + " model.named_steps[\"vectorizer\"].get_feature_names_out(),\n", + " features.A[0],\n", + " )\n", + " if count > 0\n", + " ),\n", + " reverse=True,\n", + " )\n", + " ][:5],\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Check accuracy on the test split" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;39m2022-06-25 14:57:21,004 | INFO | Starting parallel map (concurrency: 12, chunk size: 26)\u001b[0m\n", + "100%|██████████| 3054/3054 [00:31<00:00, 96.38it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " precision recall f1-score support\n", + "\n", + " Art 0.35 0.27 0.31 33\n", + " Biology 0.77 0.84 0.80 299\n", + " Business 0.44 0.61 0.51 82\n", + " Chemistry 0.79 0.67 0.72 289\n", + " Computer Science 0.74 0.79 0.77 341\n", + " Economics 0.65 0.56 0.60 61\n", + " Engineering 0.53 0.52 0.53 202\n", + "Environmental Science 0.51 0.49 0.50 61\n", + " Geography 0.54 0.26 0.35 58\n", + " Geology 0.69 0.56 0.62 48\n", + " History 0.36 0.17 0.23 29\n", + " Materials Science 0.68 0.83 0.74 248\n", + " Mathematics 0.77 0.57 0.66 122\n", + " Medicine 0.97 0.79 0.87 715\n", + " Philosophy 0.50 0.05 0.10 19\n", + " Physics 0.72 0.75 0.74 162\n", + " Political Science 0.39 0.49 0.43 57\n", + " Psychology 0.49 0.81 0.61 141\n", + " Sociology 0.32 0.53 0.40 87\n", + "\n", + " accuracy 0.70 3054\n", + " macro avg 0.59 0.56 0.55 3054\n", + " weighted avg 0.72 0.70 0.70 3054\n", + "\n" + ] + }, + { + "data": { + "image/png": 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    + + + + + + + + \ No newline at end of file diff --git a/great_ai_example-main/src/train/train.ipynb b/great_ai_example-main/src/train/train.ipynb new file mode 100644 index 0000000..fb68cda --- /dev/null +++ b/great_ai_example-main/src/train/train.ipynb @@ -0,0 +1,1811 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus)\n", + "\n", + "> Part 2: train a model\n", + "\n", + "![position of this step in the lifecycle](../diagrams/scope-train.svg)\n", + "> The blue boxes show the steps implemented in this notebook.\n", + "\n", + "In [Part 1](data.ipynb), we have cleaned and transformed our training data. We can now access this data using `great_ai.LargeFile`. Locally, it will gives us the cached version, otherwise, the latest version is downloaded from S3. \n", + "\n", + "In this part, we hyperparameter-optimise and train a simple, Naive Bayes classifier which we then export for deployment using `great_ai.save_model`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load data that has been extracted in [part 1](data.ipynb)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;226m2022-06-25 14:50:29,879 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,880 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,881 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,881 | INFO | Settings: configured ✅\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,882 | INFO | 🔩 tracing_database: MongodbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,883 | INFO | 🔩 large_file_implementation: LargeFileMongo\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,883 | INFO | 🔩 is_production: False\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,884 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,884 | INFO | 🔩 prediction_cache_size: 512\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:29,885 | INFO | 🔩 dashboard_table_size: 50\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:50:29,885 | WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n", + "\u001b[38;5;226m2022-06-25 14:50:29,885 | WARNING | > Find out more at https://se-ml.github.io/practices/\u001b[0m\n" + ] + } + ], + "source": [ + "from great_ai import query_ground_truth\n", + "\n", + "data = query_ground_truth(\"train\")\n", + "X = [d.input for d in data for domain in d.feedback]\n", + "y = [domain for d in data for domain in d.feedback]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "alignmentgroup": "True", + "hovertemplate": "domain=%{x}
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"#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 1200, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "title": { + "text": "domain" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "count" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "from collections import Counter\n", + "import plotly.express as px\n", + "\n", + "df = pd.DataFrame(Counter(y).most_common(), columns=[\"domain\", \"count\"])\n", + "px.bar(df, \"domain\", \"count\", width=1200, height=400).show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Optimise and train Multinomial Naive Bayes classifier" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.naive_bayes import MultinomialNB\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "\n", + "\n", + "def create_pipeline() -> Pipeline:\n", + " return Pipeline(\n", + " steps=[\n", + " (\"vectorizer\", TfidfVectorizer(sublinear_tf=True)),\n", + " (\"classifier\", MultinomialNB()),\n", + " ]\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fitting 3 folds for each of 24 candidates, totalling 72 fits\n" + ] + }, + { + "data": { + "text/html": [ + "
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    \n", + "
    " + ], + "text/plain": [ + " mean_fit_time std_fit_time mean_score_time std_score_time \\\n", + "7 1.962260 0.147449 0.935357 0.063659 \n", + "10 1.942605 0.111027 0.952361 0.066812 \n", + "19 2.145152 0.068978 1.002291 0.047358 \n", + "22 1.971888 0.126950 0.739795 0.071551 \n", + "6 1.861275 0.013389 1.058907 0.111122 \n", + "11 1.825397 0.105754 0.892227 0.057003 \n", + "23 1.693333 0.009667 0.501491 0.006545 \n", + "8 2.008045 0.145330 0.944559 0.155925 \n", + "20 1.749200 0.022959 0.889532 0.047517 \n", + "9 1.960889 0.098004 0.985957 0.080925 \n", + "18 1.807799 0.064891 0.881872 0.030810 \n", + "1 2.009232 0.043125 0.899676 0.036977 \n", + "4 1.868087 0.094739 1.005353 0.101466 \n", + "21 1.958430 0.039639 0.890963 0.012546 \n", + "5 1.940692 0.018320 0.898865 0.030651 \n", + "2 1.855691 0.029506 0.866492 0.038048 \n", + "17 1.798559 0.103497 0.888273 0.069050 \n", + "14 2.016041 0.232138 0.967630 0.146144 \n", + "13 1.829513 0.112645 0.885848 0.027726 \n", + "0 1.905362 0.018052 0.885552 0.023985 \n", + "16 1.793688 0.049995 0.921301 0.060980 \n", + "3 2.078568 0.045549 0.963691 0.048281 \n", + "12 1.839506 0.048910 0.921812 0.010374 \n", + "15 1.909279 0.110639 1.056087 0.129738 \n", + "\n", + " param_classifier__alpha param_classifier__fit_prior \\\n", + "7 0.5 False \n", + "10 0.5 False \n", + "19 1 False \n", + "22 1 False \n", + "6 0.5 False \n", + "11 0.5 False \n", + "23 1 False \n", + "8 0.5 False \n", + "20 1 False \n", + "9 0.5 False \n", + "18 1 False \n", + "1 0.5 True \n", + "4 0.5 True \n", + "21 1 False \n", + "5 0.5 True \n", + "2 0.5 True \n", + "17 1 True \n", + "14 1 True \n", + "13 1 True \n", + "0 0.5 True \n", + "16 1 True \n", + "3 0.5 True \n", + "12 1 True \n", + "15 1 True \n", + "\n", + " param_vectorizer__max_df param_vectorizer__min_df \\\n", + "7 0.05 20 \n", + "10 0.1 20 \n", + "19 0.05 20 \n", + "22 0.1 20 \n", + "6 0.05 5 \n", + "11 0.1 100 \n", + "23 0.1 100 \n", + "8 0.05 100 \n", + "20 0.05 100 \n", + "9 0.1 5 \n", + "18 0.05 5 \n", + "1 0.05 20 \n", + "4 0.1 20 \n", + "21 0.1 5 \n", + "5 0.1 100 \n", + "2 0.05 100 \n", + "17 0.1 100 \n", + "14 0.05 100 \n", + "13 0.05 20 \n", + "0 0.05 5 \n", + "16 0.1 20 \n", + "3 0.1 5 \n", + "12 0.05 5 \n", + "15 0.1 5 \n", + "\n", + " params split0_test_score \\\n", + "7 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.485030 \n", + "10 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.482890 \n", + "19 {'classifier__alpha': 1, 'classifier__fit_prio... 0.467330 \n", + "22 {'classifier__alpha': 1, 'classifier__fit_prio... 0.454830 \n", + "6 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.456127 \n", + "11 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.438232 \n", + "23 {'classifier__alpha': 1, 'classifier__fit_prio... 0.433915 \n", + "8 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.436178 \n", + "20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.428215 \n", + "9 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.430638 \n", + "18 {'classifier__alpha': 1, 'classifier__fit_prio... 0.402402 \n", + "1 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.389797 \n", + "4 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.379323 \n", + "21 {'classifier__alpha': 1, 'classifier__fit_prio... 0.366936 \n", + "5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.354850 \n", + "2 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.349005 \n", + "17 {'classifier__alpha': 1, 'classifier__fit_prio... 0.312332 \n", + "14 {'classifier__alpha': 1, 'classifier__fit_prio... 0.304942 \n", + "13 {'classifier__alpha': 1, 'classifier__fit_prio... 0.301539 \n", + "0 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.295635 \n", + "16 {'classifier__alpha': 1, 'classifier__fit_prio... 0.286746 \n", + "3 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.276452 \n", + "12 {'classifier__alpha': 1, 'classifier__fit_prio... 0.183196 \n", + "15 {'classifier__alpha': 1, 'classifier__fit_prio... 0.165277 \n", + "\n", + " split1_test_score split2_test_score mean_test_score std_test_score \\\n", + "7 0.463849 0.481840 0.476906 0.009324 \n", + "10 0.459556 0.479362 0.473936 0.010270 \n", + "19 0.442994 0.464302 0.458208 0.010829 \n", + "22 0.422902 0.450677 0.442803 0.014174 \n", + "6 0.422456 0.443827 0.440803 0.013912 \n", + "11 0.440464 0.422667 0.433788 0.007916 \n", + "23 0.439470 0.416031 0.429805 0.010001 \n", + "8 0.425724 0.418396 0.426766 0.007297 \n", + "20 0.425398 0.411051 0.421555 0.007516 \n", + "9 0.406619 0.420213 0.419157 0.009834 \n", + "18 0.372353 0.386189 0.386981 0.012280 \n", + "1 0.372619 0.388358 0.383591 0.007781 \n", + "4 0.364667 0.379060 0.374350 0.006848 \n", + "21 0.343361 0.363883 0.358060 0.010468 \n", + "5 0.349237 0.342737 0.348941 0.004950 \n", + "2 0.341832 0.328617 0.339818 0.008444 \n", + "17 0.297655 0.307471 0.305819 0.006104 \n", + "14 0.296921 0.297121 0.299661 0.003735 \n", + "13 0.285396 0.297272 0.294736 0.006830 \n", + "0 0.276759 0.296270 0.289555 0.009052 \n", + "16 0.272260 0.277084 0.278696 0.006023 \n", + "3 0.265509 0.268949 0.270303 0.004569 \n", + "12 0.186144 0.180323 0.183221 0.002376 \n", + "15 0.165840 0.167088 0.166068 0.000757 \n", + "\n", + " rank_test_score \n", + "7 1 \n", + "10 2 \n", + "19 3 \n", + "22 4 \n", + "6 5 \n", + "11 6 \n", + "23 7 \n", + "8 8 \n", + "20 9 \n", + "9 10 \n", + "18 11 \n", + "1 12 \n", + "4 13 \n", + "21 14 \n", + "5 15 \n", + "2 16 \n", + "17 17 \n", + "14 18 \n", + "13 19 \n", + "0 20 \n", + "16 21 \n", + "3 22 \n", + "12 23 \n", + "15 24 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.model_selection import GridSearchCV\n", + "\n", + "optimisation_pipeline = GridSearchCV(\n", + " create_pipeline(),\n", + " {\n", + " \"vectorizer__min_df\": [5, 20, 100],\n", + " \"vectorizer__max_df\": [0.05, 0.1],\n", + " \"classifier__alpha\": [0.5, 1],\n", + " \"classifier__fit_prior\": [True, False],\n", + " },\n", + " scoring=\"f1_macro\",\n", + " cv=3,\n", + " n_jobs=-1,\n", + " verbose=1,\n", + ")\n", + "optimisation_pipeline.fit(X, y)\n", + "\n", + "results = pd.DataFrame(optimisation_pipeline.cv_results_)\n", + "results.sort_values(\"rank_test_score\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
    Pipeline(steps=[('vectorizer',\n",
+       "                 TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True)),\n",
+       "                ('classifier', MultinomialNB(alpha=0.5, fit_prior=False))])
    In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
    On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
    " + ], + "text/plain": [ + "Pipeline(steps=[('vectorizer',\n", + " TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True)),\n", + " ('classifier', MultinomialNB(alpha=0.5, fit_prior=False))])" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn import set_config\n", + "\n", + "set_config(display=\"diagram\")\n", + "\n", + "classifier = create_pipeline()\n", + "classifier.set_params(**optimisation_pipeline.best_params_)\n", + "classifier.fit(X, y)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Export the model using GreatAI" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;39m2022-06-25 14:50:53,592 | INFO | Copying file for small-domain-prediction-0\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,613 | INFO | Compressing small-domain-prediction-0\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,917 | INFO | Uploading /tmp/tmpvxez8op8/small-domain-prediction-0.tar.gz to Mongo (GridFS)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,972 | INFO | Uploading small-domain-prediction-0.tar.gz 0.26/1.85 MB (14.1%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,974 | INFO | Uploading small-domain-prediction-0.tar.gz 0.52/1.85 MB (28.2%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,975 | INFO | Uploading small-domain-prediction-0.tar.gz 0.78/1.85 MB (42.3%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,977 | INFO | Uploading small-domain-prediction-0.tar.gz 1.04/1.85 MB (56.4%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,979 | INFO | Uploading small-domain-prediction-0.tar.gz 1.31/1.85 MB (70.5%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,980 | INFO | Uploading small-domain-prediction-0.tar.gz 1.57/1.85 MB (84.7%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,982 | INFO | Uploading small-domain-prediction-0.tar.gz 1.83/1.85 MB (98.8%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,982 | INFO | Uploading small-domain-prediction-0.tar.gz 1.85/1.85 MB (100.0%)\u001b[0m\n", + "\u001b[38;5;39m2022-06-25 14:50:53,985 | INFO | Model small-domain-prediction uploaded with version 0\u001b[0m\n" + ] + }, + { + "data": { + "text/plain": [ + "'small-domain-prediction:0'" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from great_ai import save_model\n", + "\n", + "\n", + "save_model(classifier, key=\"small-domain-prediction\", keep_last_n=5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Next: [Part 3](deploy.ipynb)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.10.4 ('.env': venv)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "c1f394f9662881005685eeb18d8f9f77079b1b8b9a5ece1f825bfa01fcb7f52f" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/hello_world.ipynb b/hello_world.ipynb deleted file mode 100644 index 6e03b24..0000000 --- a/hello_world.ipynb +++ /dev/null @@ -1,26 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from great_ai import GreatAI\n", - "\n", - "\n", - "@GreatAI.create\n", - "def hello_world(name: str) -> str:\n", - " return f\"Hello {name}!\"" - ] - } - ], - "metadata": { - "language_info": { - "name": "python" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/hello_world/hello_world.ipynb b/hello_world/hello_world.ipynb new file mode 100644 index 0000000..d3fe2c0 --- /dev/null +++ b/hello_world/hello_world.ipynb @@ -0,0 +1,87 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[38;5;226m2022-07-08 10:26:12,806 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n", + "\u001b[38;5;226m2022-07-08 10:26:12,807 | WARNING | Cannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n", + "\u001b[38;5;226m2022-07-08 10:26:12,807 | WARNING | The selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n", + "\u001b[38;5;226m2022-07-08 10:26:12,808 | WARNING | Cannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,808 | INFO | Settings: configured ✅\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,809 | INFO | 🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,809 | INFO | 🔩 large_file_implementation: LargeFileLocal\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,811 | INFO | 🔩 is_production: False\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,811 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,812 | INFO | 🔩 prediction_cache_size: 512\u001b[0m\n", + "\u001b[38;5;39m2022-07-08 10:26:12,813 | INFO | 🔩 dashboard_table_size: 20\u001b[0m\n", + "\u001b[38;5;226m2022-07-08 10:26:12,813 | WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n", + "\u001b[38;5;226m2022-07-08 10:26:12,814 | WARNING | > Find out more at https://se-ml.github.io/practices/\u001b[0m\n" + ] + } + ], + "source": [ + "from great_ai import GreatAI\n", + "from asyncio import sleep\n", + "\n", + "\n", + "@GreatAI.create\n", + "async def hello_world(name: str) -> str:\n", + " await sleep(1)\n", + " return f\"Hello {name}!\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Trace(trace_id='27c5e581-ad6e-4d50-bb77-862dfb7963fb', created='2022-07-08T08:26:12.911975', original_execution_time_ms=1.933, logged_values={'arg:name:value': 'hi', 'arg:name:length': 2}, models=[], exception=None, output='Hello hi!', feedback=None, tags=['hello_world', 'online', 'development'])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "await hello_world('hi')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.10.4 ('.env': venv)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.4" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "02dd6d3afbfa9fbbe1037d64ad9014965528a1ccad21929d6e72f466389a68ad" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/hello_world.py b/hello_world/hello_world.py similarity index 57% rename from hello_world.py rename to hello_world/hello_world.py index 1f6fd01..e9b9960 100644 --- a/hello_world.py +++ b/hello_world/hello_world.py @@ -3,4 +3,6 @@ from great_ai import GreatAI @GreatAI.create def hello_world(name: str) -> str: + """Learn more about GreatAI at https://github.com/schmelczer/great-ai""" + return f"Hello {name}!" diff --git a/hello_world/index.html b/hello_world/index.html new file mode 100644 index 0000000..69e880d --- /dev/null +++ b/hello_world/index.html @@ -0,0 +1,1509 @@ + + + + + + + + + + + + + + + + Hello world - GreatAI documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    Hello world

    + + + + + + + + + + + + + + + + + + + +
    +
    + + + +
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    + + + Last update: + July 8, 2022 + + + +
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    + + + + + + + + \ No newline at end of file diff --git a/how-to-guides/how-to-guides.md b/how-to-guides/how-to-guides.md new file mode 100644 index 0000000..e69de29 diff --git a/how-to-guides/index.html b/how-to-guides/index.html index 74c144e..b37b881 100644 --- a/how-to-guides/index.html +++ b/how-to-guides/index.html @@ -9,7 +9,7 @@ - + @@ -49,13 +49,17 @@ + - + + + + @@ -97,9 +101,76 @@
    +
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    + GitHub +
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    @@ -133,6 +204,18 @@ GreatAI documentation +
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    + GitHub +
    +     +
    + @@ -245,14 +343,33 @@
    + + + + + + +

    How-To Guides

    +
    +
    + + + Last update: + July 8, 2022 + + + +
    + +
    @@ -321,7 +438,7 @@ - + diff --git a/index.html b/index.html index f148b83..3edc32e 100644 --- a/index.html +++ b/index.html @@ -9,7 +9,7 @@ - + @@ -49,13 +49,17 @@ + - + + + + @@ -102,9 +106,76 @@ +
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    @@ -138,6 +209,18 @@ GreatAI documentation +
    + +
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    + GitHub +
    +     +
    + @@ -314,7 +412,14 @@
    + + + + + + +

    Welcome to MkDocs

    @@ -333,7 +438,19 @@ docs/ ... # Other markdown pages, images and other files. +
    +
    + + + Last update: + July 8, 2022 + + + +
    + +
    @@ -387,7 +504,7 @@ docs/ - + diff --git a/index.md b/index.md new file mode 100644 index 0000000..000ea34 --- /dev/null +++ b/index.md @@ -0,0 +1,17 @@ +# Welcome to MkDocs + +For full documentation visit [mkdocs.org](https://www.mkdocs.org). + +## Commands + +* `mkdocs new [dir-name]` - Create a new project. +* `mkdocs serve` - Start the live-reloading docs server. +* `mkdocs build` - Build the documentation site. +* `mkdocs -h` - Print help message and exit. + +## Project layout + + mkdocs.yml # The configuration file. + docs/ + index.md # The documentation homepage. + ... # Other markdown pages, images and other files. diff --git a/map.ipynb b/map.ipynb deleted file mode 100644 index 325bf41..0000000 --- a/map.ipynb +++ /dev/null @@ -1,189 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "ename": "WorkerException", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;31mValueError\u001b[0m: hi", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mWorkerException\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/data/projects/great_ai/docs/map.ipynb Cell 1'\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39moh_no\u001b[39m(_):\n\u001b[1;32m 5\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mValueError\u001b[39;00m(\u001b[39m\"\u001b[39m\u001b[39mhi\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m----> 8\u001b[0m \u001b[39mlist\u001b[39;49m(parallel_map(oh_no, \u001b[39mrange\u001b[39;49m(\u001b[39m10000\u001b[39;49m), concurrency\u001b[39m=\u001b[39;49m\u001b[39m2\u001b[39;49m))\n", - "File \u001b[0;32m/data/projects/great_ai/src/great_ai/utilities/parallel_map/parallel_map.py:120\u001b[0m, in \u001b[0;36mparallel_map\u001b[0;34m(function, input_values, chunk_size, concurrency, unordered, ignore_exceptions)\u001b[0m\n\u001b[1;32m 117\u001b[0m p\u001b[39m.\u001b[39mstart()\n\u001b[1;32m 119\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[0;32m--> 120\u001b[0m \u001b[39myield from\u001b[39;00m manage_communication(\n\u001b[1;32m 121\u001b[0m input_values\u001b[39m=\u001b[39minput_values,\n\u001b[1;32m 122\u001b[0m chunk_size\u001b[39m=\u001b[39mconfig\u001b[39m.\u001b[39mchunk_size,\n\u001b[1;32m 123\u001b[0m input_queue\u001b[39m=\u001b[39minput_queue,\n\u001b[1;32m 124\u001b[0m output_queue\u001b[39m=\u001b[39moutput_queue,\n\u001b[1;32m 125\u001b[0m unordered\u001b[39m=\u001b[39munordered,\n\u001b[1;32m 126\u001b[0m ignore_exceptions\u001b[39m=\u001b[39mignore_exceptions,\n\u001b[1;32m 127\u001b[0m )\n\u001b[1;32m 128\u001b[0m should_stop\u001b[39m.\u001b[39mset()\n\u001b[1;32m 129\u001b[0m \u001b[39mexcept\u001b[39;00m WorkerException:\n", - "File \u001b[0;32m/data/projects/great_ai/src/great_ai/utilities/parallel_map/manage_communication.py:53\u001b[0m, in \u001b[0;36mmanage_communication\u001b[0;34m(input_values, chunk_size, input_queue, output_queue, unordered, ignore_exceptions)\u001b[0m\n\u001b[1;32m 51\u001b[0m e, tb \u001b[39m=\u001b[39m exception\n\u001b[1;32m 52\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m ignore_exceptions:\n\u001b[0;32m---> 53\u001b[0m \u001b[39mraise\u001b[39;00m WorkerException \u001b[39mfrom\u001b[39;00m \u001b[39me\u001b[39;00m\n\u001b[1;32m 54\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 55\u001b[0m logger\u001b[39m.\u001b[39merror(\n\u001b[1;32m 56\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mException \u001b[39m\u001b[39m{\u001b[39;00me\u001b[39m}\u001b[39;00m\u001b[39m encountered in worker, traceback:\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m{\u001b[39;00mtb\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m\n\u001b[1;32m 57\u001b[0m )\n", - "\u001b[0;31mWorkerException\u001b[0m: " - ] - } - ], - "source": [ - "from great_ai.utilities import parallel_map\n", - "\n", - "\n", - "def oh_no(_):\n", - " raise ValueError(\"hi\")\n", - "\n", - "\n", - "list(parallel_map(oh_no, range(10000), concurrency=2))\n", - "\n", - "# list(parallel_map(oh_no, range(10), concurrency=1))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from great_ai.utilities import parallel_map\n", - "\n", - "COUNT = int(1e5) + 3\n", - "\n", - "\n", - "inputs = range(COUNT)\n", - "expected = [v**2 for v in range(COUNT)]\n", - "\n", - "assert list(parallel_map(lambda v: v**2, inputs, disable_logging=False)) == expected" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# from time import sleep\n", - "# from great_ai.utilities import chunk, threaded_parallel_map, parallel_map, unchunk\n", - "\n", - "\n", - "# def generate_urls():\n", - "# for i in range(20000):\n", - "# # print(f\"yield {i}.com\")\n", - "# yield f\"{i}.com\"\n", - "\n", - "\n", - "# def scrape(url):\n", - "# sleep(2) # scrape\n", - "# # print(f\"scraped {url}\")\n", - "# return url + \" html\"\n", - "\n", - "\n", - "# def scrape_bulk(urls):\n", - "# return list(\n", - "# threaded_parallel_map(scrape, urls, concurrency=100, disable_logging=True)\n", - "# )\n", - "\n", - "\n", - "# def process(html):\n", - "# sleep(1) # process\n", - "# # print(f\"processed {html}\")\n", - "\n", - "\n", - "# scraped_pages_stream = parallel_map(\n", - "# scrape_bulk,\n", - "# chunk(generate_urls(), 100),\n", - "# chunk_size=1,\n", - "# concurrency=1,\n", - "# disable_logging=True,\n", - "# unordered=True,\n", - "# )\n", - "# list(\n", - "# threaded_parallel_map(\n", - "# process,\n", - "# unchunk(scraped_pages_stream),\n", - "# chunk_size=1,\n", - "# concurrency=50,\n", - "# unordered=True,\n", - "# )\n", - "# )\n", - "\n", - "# None" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# def a():\n", - "# yield [2]\n", - "# yield [6]\n", - "# raise Exception()\n", - "# yield 3\n", - "\n", - "\n", - "# a = a()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "list(unchunk(a))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# list(map(lambda x: print(x), [1, 2, 4]))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# from time import sleep\n", - "\n", - "\n", - "# def my_generator():\n", - "# for i in range(10):\n", - "# yield i\n", - "# sleep(0.2)\n", - "\n", - "\n", - "# list(parallel_map(lambda x: x**3, my_generator(), chunk_length=1))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.10.4 ('.env': venv)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.4" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "d88b0dd276e3f918f7798b7e97af2e3c2f843817b9e5b55a9df0a682ffd80f44" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/objects.inv b/objects.inv index cb6c14e1dd5bc5fcc61942dace83e874835de1bc..5c90d90239419de1a632ef511ca9fe190ba5397e 100644 GIT binary patch delta 81 zcmV-X0IvVD0n!1Gh)PQ@N=+<@Pt4RSEy>KuEXhnQ)+^1+EG$h`D5$i`%}*)KNmVdZ nC`wIBElSNxPSsadQPAZ|$E68LZ(39;R*pr>`j}nPMVW delta 50 zcmV-20L}l>0kZ*+h$|~C$;`
    @@ -138,6 +209,18 @@ GreatAI documentation +
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    + GitHub +
    +     +
    + @@ -347,7 +445,14 @@
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    open(S3)

    @@ -358,7 +463,7 @@ 
    pip install open-large

    Simple example

    -
    from large_file import LargeFileS3
+
    from great_ai.large_file import LargeFileS3
 
 LargeFileS3.configure_credentials({
     "aws_region_name": "your_region_like_eu-west-2",
@@ -434,7 +539,19 @@ endpoint_url = this is optional, for backblaze, use this: https://s3.us-west-002
 
    python3 -m large_file --backend s3 --secrets ~/.aws/credentials --delete my_first_file.json
 
    
 
+  
    
+
    
+  
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+      Last update:
+      July 8, 2022
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+
    @@ -467,7 +584,7 @@ endpoint_url = this is optional, for backblaze, use this: https://s3.us-west-002 - + diff --git a/open_s3/open_s3.md b/open_s3/open_s3.md new file mode 100644 index 0000000..0bef8df --- /dev/null +++ b/open_s3/open_s3.md @@ -0,0 +1,118 @@ +# [open(S3)](https://pypi.org/project/open-large/) + +Storing, versioning, and downloading files from S3 made as easy as using `open()` in Python. Caching included. + +## Motivation + +Oftentimes, especially when working with data-heavy applications, large files can proliferate in a repository. Version controlling them is an obvious next step, however, GitHub's git LFS implementation [doesn't support the deletion](https://docs.github.com/en/repositories/working-with-files/managing-large-files/removing-files-from-git-large-file-storage#git-lfs-objects-in-your-repository) of large files, making it easy for them to eat-up the LFS quota and explode the size of your repos. + +## Solution + +``` +pip install open-large +``` + +### Simple example + +```python +from great_ai.large_file import LargeFileS3 + +LargeFileS3.configure_credentials({ + "aws_region_name": "your_region_like_eu-west-2", + "aws_access_key_id": "YOUR_ACCESS_KEY_ID", + "aws_secret_access_key": "YOUR_VERY_SECRET_ACCESS_KEY", + "large_files_bucket_name": "create_a_bucket_and_put_its_name_here", +}) + +# Creates a new version and deletes the older version leaving the 3 most recently used intact +with LargeFileS3("test.txt", "w", keep_last_n=3) as f: + for i in range(100000): + f.write('test\n') + +# By default the latest version is returned +# but an optional `version` keyword argument can be provided as well +with LargeFileS3("test.txt", "r") as f: + print(f.readlines()[0]) +``` + +> Automatically creates a file, writes to it, uploads it to S3, and then queries the most recent version of it. +> In this case, the latest version is already in the local cache, no download is required. + +### More details + +`LargeFile` behaves like an opened file (in the background it is a temp file after all). Binary reading and writing is supported along with the [different keywords](https://docs.python.org/3/library/functions.html#open) `open()` accepts. + +The local cache can be configured with these properties: + +```python +LargeFile.cache_path = Path('.cache') +LargeFile.max_cache_size = "30 GB" +``` + +#### I only need a path + +In case you only need a path to the "remote" file, this pattern can be applied: + +```python +path_to_model = LargeFile("folder-of-my-bert-model", version=31).get() +``` + +> This will first download the file/folder into your local cache folder. Then, it returns a `Path` object to the local version. Which can be turned into a string with `str(path_to_model)`. + +The same approach works for uploads: + +```python +LargeFile("folder-of-my-bert-model").push('path_to_local/folder_or_file') +``` + +> This way, both regular files and folders can be handled. The uploaded file is called **folder-of-my-bert-model**, the local name is ignored. + +Lastly, all version of the remote object can be deleted by calling `LargeFile("my-file").delete()`. It will still reside in your local cache afterwards, its deletion will happen next time your local cache has to be pruned. + +### Command-line example + +The package can be used as a module from the command-line to give you more flexibility. + +#### Setup + +Create an .ini file (or use _~/.aws/credentials_). It may look like this: + +```ini +aws_region_name = your_region_like_eu-west-2 +aws_access_key_id = YOUR_ACCESS_KEY_ID +aws_secret_access_key = YOUR_VERY_SECRET_ACCESS_KEY +large_files_bucket_name = my_large_files +endpoint_url = this is optional, for backblaze, use this: https://s3.us-west-002.backblazeb2.com +``` + +> Just like in [example secrets](example_secrets.ini). + +#### Print the expected options + +```sh +python3 -m large_file --help +``` + +#### Upload some files + +```sh +python3 -m large_file --backend s3 --secrets secrets.ini --push my_first_file.json folder/my_second_file my_folder +``` + +> Only the filename is used as the S3 name, the rest of the path is ignored. + +#### Download some files to the local cache + +This can be useful when building a Docker image for example. This way, the files can already reside inside the container and need not be downloaded later. + +```sh +python3 -m large_file --backend s3 -secrets ~/.aws/credentials --cache my_first_file.json:3 my_second_file my_folder:0 +``` + +> Versions may be specified by using `:`-s. + +#### Delete remote files + +```sh +python3 -m large_file --backend s3 --secrets ~/.aws/credentials --delete my_first_file.json +``` diff --git a/overrides/main.html b/overrides/main.html new file mode 100644 index 0000000..702c96b --- /dev/null +++ b/overrides/main.html @@ -0,0 +1,11 @@ +{% extends "base.html" %} + +{% block content %} +{% if page.nb_url %} + + {% include ".icons/material/download.svg" %} + +{% endif %} + +{{ super() }} +{% endblock content %} diff --git a/reference/index.html b/reference/index.html index c3d6884..a706477 100644 --- a/reference/index.html +++ b/reference/index.html @@ -9,7 +9,7 @@ - + @@ -49,20 +49,24 @@ + - + + + +
    - + Skip to content @@ -102,9 +106,76 @@
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    @@ -138,6 +209,18 @@ GreatAI documentation +
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      @@ -223,8 +306,15 @@ @@ -277,8 +382,15 @@
      • - - utilities + + great_ai.utilities.unique + + +
        • + +
      • + + unique()
        • @@ -294,7 +406,14 @@
        + + + + + + +

        Reference

        @@ -302,7 +421,7 @@
        - +
        @@ -317,6 +436,147 @@ +
        + + + +

        +unique(values, *, key=lambda v: v) + +

        + + +
        + +

        Keep only the first occurrences while maintaining original order.

        +

        The equality check used for deduplication can be overridden using the key argument.

        + +

        Examples:

        + 
        >>> unique([1, 1, 5, 3, 3])
+[1, 5, 3]
+>>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['a'])
+[{'a': 1, 'b': 2}]
+>>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['b'])
+[{'a': 1, 'b': 2}, {'a': 1, 'b': 3}]
+
        + +

        Parameters:

        + + + + + + + + + + + + + + + + + + + + + + + +
        NameTypeDescriptionDefault
        values + Iterable[T] +

        An iterable containing your values

        		 + required +
        key + Callable[[T], Any] +

        Override the identity function of the equality check.

        		 + lambda v: v +
        + +

        Returns:

        + + + + + + + + + + + + + +
        TypeDescription
        + List[T] +

        A deduplicated list.

        + +
        + Source code in great_ai/utilities/unique.py + 
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        def unique(values: Iterable[T], *, key: Callable[[T], Any] = lambda v: v) -> List[T]:
+    """Keep only the first occurrences while maintaining original order.
+
+    The equality check used for deduplication can be overridden using the `key` argument.
+
+    Examples:
+        >>> unique([1, 1, 5, 3, 3])
+        [1, 5, 3]
+        >>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['a'])
+        [{'a': 1, 'b': 2}]
+        >>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['b'])
+        [{'a': 1, 'b': 2}, {'a': 1, 'b': 3}]
+
+    Args:
+        values: An iterable containing your values
+        key: Override the identity function of the equality check.
+
+    Returns:
+        A deduplicated list.
+    """
+
+    key_values = {}
+    for v in values:
+        k = key(v)
+        if k not in key_values:
+            # dicts maintain insertion order: https://mail.python.org/pipermail/python-dev/2017-December/151283.html
+            key_values[k] = v
+
+    return list(key_values.values())
+
        +
        +
        + +
        +
        @@ -325,7 +585,19 @@
        +
        +
        + + + Last update: + July 8, 2022 + + + +
        + +
        @@ -394,7 +666,7 @@ - + diff --git a/reference/reference.md b/reference/reference.md new file mode 100644 index 0000000..168b950 --- /dev/null +++ b/reference/reference.md @@ -0,0 +1 @@ +::: great_ai.utilities.unique \ No newline at end of file diff --git a/remote-test/remote.ipynb b/remote-test/remote.ipynb deleted file mode 100644 index 90d509c..0000000 --- a/remote-test/remote.ipynb +++ /dev/null @@ -1,90 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Trace(trace_id='07719c28-e248-43f8-a652-608c49ad5a17', created='2022-06-26T07:55:30.587753', original_execution_time_ms=178.268, logged_values={'arg:text:value': 'I love chemical compounds and nuclear fission.', 'arg:text:length': 46, 'arg:target_confidence:value': 50}, models=[Model(key='small-domain-prediction', version=0)], exception=None, output={'labels': [{'label': 'Physics', 'confidence': 28.0, 'explanation': ['nuclear', 'chemical', 'fission', 'compounds', 'love']}, {'label': 'Chemistry', 'confidence': 22.0, 'explanation': ['chemical', 'compounds', 'nuclear', 'fission', 'love']}]}, feedback=None, tags=['predict_domain', 'online', 'development'])" - ] - }, - "execution_count": 1, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from great_ai import call_remote_great_ai_async\n", - "\n", - "\n", - "await call_remote_great_ai_async(\n", - " \"http://localhost:6060\", {\"text\": \"I love chemical compounds and nuclear fission.\"}\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "<_UnixSelectorEventLoop running=True closed=False debug=False>\n" - ] - }, - { - "ename": "Exception", - "evalue": "Already running in an event loop, you have to call call_remote_great_ai_async.", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mException\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/data/projects/great_ai/docs/remote-test/remote.ipynb Cell 1'\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mgreat_ai\u001b[39;00m \u001b[39mimport\u001b[39;00m call_remote_great_ai\n\u001b[0;32m----> 4\u001b[0m call_remote_great_ai(\u001b[39m'\u001b[39;49m\u001b[39mhttp://localhost:6060\u001b[39;49m\u001b[39m'\u001b[39;49m, {\n\u001b[1;32m 5\u001b[0m \u001b[39m'\u001b[39;49m\u001b[39mtext\u001b[39;49m\u001b[39m'\u001b[39;49m: \u001b[39m'\u001b[39;49m\u001b[39mI love chemical compounds and nuclear fission.\u001b[39;49m\u001b[39m'\u001b[39;49m\n\u001b[1;32m 6\u001b[0m })\n", - "File \u001b[0;32m/data/projects/great_ai/src/great_ai/great_ai/remote/call_remote_great_ai.py:17\u001b[0m, in \u001b[0;36mcall_remote_great_ai\u001b[0;34m(base_uri, data, retry_count)\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m 16\u001b[0m \u001b[39mprint\u001b[39m(asyncio\u001b[39m.\u001b[39mget_running_loop())\n\u001b[0;32m---> 17\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mException\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m'\u001b[39m\u001b[39mAlready running in an event loop, you have to call \u001b[39m\u001b[39m{\u001b[39;00mcall_remote_great_ai_async\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m\u001b[39m}\u001b[39;00m\u001b[39m.\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m 18\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mRuntimeError\u001b[39;00m:\n\u001b[1;32m 19\u001b[0m \u001b[39mpass\u001b[39;00m\n", - "\u001b[0;31mException\u001b[0m: Already running in an event loop, you have to call call_remote_great_ai_async." - ] - } - ], - "source": [ - "from great_ai import call_remote_great_ai\n", - "\n", - "\n", - "call_remote_great_ai(\n", - " \"http://localhost:6060\", {\"text\": \"I love chemical compounds and nuclear fission.\"}\n", - ")" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.10.4 ('.env': venv)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.4" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "d88b0dd276e3f918f7798b7e97af2e3c2f843817b9e5b55a9df0a682ffd80f44" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/search/search_index.json b/search/search_index.json new file mode 100644 index 0000000..ef009ca --- /dev/null +++ b/search/search_index.json @@ -0,0 +1 @@ +{"config":{"indexing":"full","lang":["en"],"min_search_length":3,"prebuild_index":false,"separator":"[\\s\\-]+"},"docs":[{"location":"","text":"Welcome to MkDocs For full documentation visit mkdocs.org . Commands mkdocs new [dir-name] - Create a new project. mkdocs serve - Start the live-reloading docs server. mkdocs build - Build the documentation site. mkdocs -h - Print help message and exit. Project layout mkdocs.yml # The configuration file. docs/ index.md # The documentation homepage. ... # Other markdown pages, images and other files.","title":"Home"},{"location":"#welcome-to-mkdocs","text":"For full documentation visit mkdocs.org .","title":"Welcome to MkDocs"},{"location":"#commands","text":"mkdocs new [dir-name] - Create a new project. mkdocs serve - Start the live-reloading docs server. mkdocs build - Build the documentation site. mkdocs -h - Print help message and exit.","title":"Commands"},{"location":"#project-layout","text":"mkdocs.yml # The configuration file. docs/ index.md # The documentation homepage. ... # Other markdown pages, images and other files.","title":"Project layout"},{"location":"explanation/","text":"","title":"Explanation"},{"location":"hello_world/","text":"(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define(factory) : (global = global || self, global.ClipboardCopyElement = factory()); 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font-style: italic } /* Comment.Single */ .highlight-ipynb .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */ .highlight-ipynb .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */ .highlight-ipynb .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */ .highlight-ipynb .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */ .highlight-ipynb .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */ .highlight-ipynb .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */ .highlight-ipynb .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */ .highlight-ipynb .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */ .highlight-ipynb .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */ .highlight-ipynb .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */ .highlight-ipynb .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */ .highlight-ipynb .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */ .highlight-ipynb .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */ .highlight-ipynb .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */ .highlight-ipynb .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */ .highlight-ipynb .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */ .highlight-ipynb .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */ .highlight-ipynb .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */ .highlight-ipynb .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */ .highlight-ipynb .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */ .highlight-ipynb .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */ .highlight-ipynb .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */ .highlight-ipynb .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */ .highlight-ipynb .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */ .highlight-ipynb .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */ .highlight-ipynb .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */ .highlight-ipynb .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */ .highlight-ipynb .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */ .highlight-ipynb .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */ .highlight-ipynb .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */ /* This file is taken from the built JupyterLab theme.css Found on share/nbconvert/templates/lab/static Some changes have been made and marked with CHANGE */ .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ --jp-shadow-base-lightness: 0; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-400); --jp-border-color1: var(--md-grey-400); --jp-border-color2: var(--md-grey-300); --jp-border-color3: var(--md-grey-200); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(0, 0, 0, 1); --jp-ui-font-color1: rgba(0, 0, 0, 0.87); --jp-ui-font-color2: rgba(0, 0, 0, 0.54); --jp-ui-font-color3: rgba(0, 0, 0, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7); --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(0, 0, 0, 1); --jp-content-font-color1: rgba(0, 0, 0, 0.87); --jp-content-font-color2: rgba(0, 0, 0, 0.54); --jp-content-font-color3: rgba(0, 0, 0, 0.38); --jp-content-link-color: var(--md-blue-700); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: white; --jp-layout-color1: white; --jp-layout-color2: var(--md-grey-200); --jp-layout-color3: var(--md-grey-400); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: #111111; --jp-inverse-layout-color1: var(--md-grey-900); --jp-inverse-layout-color2: var(--md-grey-800); --jp-inverse-layout-color3: var(--md-grey-700); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-900); --jp-brand-color1: var(--md-blue-700); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-900); --jp-accent-color1: var(--md-green-700); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-900); --jp-warn-color1: var(--md-orange-700); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-900); --jp-error-color1: var(--md-red-700); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-900); --jp-success-color1: var(--md-green-700); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-900); --jp-info-color1: var(--md-cyan-700); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--md-grey-100); --jp-cell-editor-border-color: var(--md-grey-300); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 0.5; --jp-cell-prompt-not-active-font-color: var(--md-grey-700); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: var(--md-blue-50); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: #fdd; --jp-rendermime-table-row-background: var(--md-grey-100); --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.25); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color1); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--md-grey-300); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color1); --jp-input-hover-background: var(--jp-layout-color1); --jp-input-background: var(--md-grey-100); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: #008000; --jp-mirror-editor-atom-color: #88f; --jp-mirror-editor-number-color: #080; --jp-mirror-editor-def-color: #00f; --jp-mirror-editor-variable-color: var(--md-grey-900); --jp-mirror-editor-variable-2-color: #05a; --jp-mirror-editor-variable-3-color: #085; --jp-mirror-editor-punctuation-color: #05a; --jp-mirror-editor-property-color: #05a; --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ba2121; --jp-mirror-editor-string-2-color: #708; --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: #008000; --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: #170; --jp-mirror-editor-attribute-color: #00c; --jp-mirror-editor-header-color: blue; --jp-mirror-editor-quote-color: #090; --jp-mirror-editor-link-color: #00c; --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: white; /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.5; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(245, 200, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } [data-md-color-scheme=\"slate\"] .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ /* The dark theme shadows need a bit of work, but this will probably also require work on the core layout * colors used in the theme as well. */ --jp-shadow-base-lightness: 32; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-700); --jp-border-color1: var(--md-grey-700); --jp-border-color2: var(--md-grey-800); --jp-border-color3: var(--md-grey-900); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(255, 255, 255, 1); --jp-ui-font-color1: rgba(255, 255, 255, 0.87); --jp-ui-font-color2: rgba(255, 255, 255, 0.54); --jp-ui-font-color3: rgba(255, 255, 255, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(0, 0, 0, 1); --jp-ui-inverse-font-color1: rgba(0, 0, 0, 0.8); --jp-ui-inverse-font-color2: rgba(0, 0, 0, 0.5); --jp-ui-inverse-font-color3: rgba(0, 0, 0, 0.3); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(255, 255, 255, 1); --jp-content-font-color1: rgba(255, 255, 255, 1); --jp-content-font-color2: rgba(255, 255, 255, 0.7); --jp-content-font-color3: rgba(255, 255, 255, 0.5); --jp-content-link-color: var(--md-blue-300); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: #111111; --jp-layout-color1: var(--md-grey-900); --jp-layout-color2: var(--md-grey-800); --jp-layout-color3: var(--md-grey-700); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: white; --jp-inverse-layout-color1: white; --jp-inverse-layout-color2: var(--md-grey-200); --jp-inverse-layout-color3: var(--md-grey-400); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-700); --jp-brand-color1: var(--md-blue-500); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-700); --jp-accent-color1: var(--md-green-500); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-700); --jp-warn-color1: var(--md-orange-500); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-700); --jp-error-color1: var(--md-red-500); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-700); --jp-success-color1: var(--md-green-500); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-700); --jp-info-color1: var(--md-cyan-500); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--jp-layout-color1); --jp-cell-editor-border-color: var(--md-grey-700); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 1; --jp-cell-prompt-not-active-font-color: var(--md-grey-300); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: rgba(33, 150, 243, 0.24); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: rgba(244, 67, 54, 0.28); --jp-rendermime-table-row-background: var(--md-grey-900); --jp-rendermime-table-row-hover-background: rgba(3, 169, 244, 0.2); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.6); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color2); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.8); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--jp-layout-color0); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color0); --jp-input-hover-background: var(--jp-layout-color2); --jp-input-background: var(--md-grey-800); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: var(--jp-layout-color2); --jp-editor-selected-focused-background: rgba(33, 150, 243, 0.24); --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: var(--md-green-500); --jp-mirror-editor-atom-color: var(--md-blue-300); --jp-mirror-editor-number-color: var(--md-green-400); --jp-mirror-editor-def-color: var(--md-blue-600); --jp-mirror-editor-variable-color: var(--md-grey-300); --jp-mirror-editor-variable-2-color: var(--md-blue-400); --jp-mirror-editor-variable-3-color: var(--md-green-600); --jp-mirror-editor-punctuation-color: var(--md-blue-400); --jp-mirror-editor-property-color: var(--md-blue-400); --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ff7070; --jp-mirror-editor-string-2-color: var(--md-purple-300); --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: var(--md-green-600); --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: var(--md-green-700); --jp-mirror-editor-attribute-color: var(--md-blue-700); --jp-mirror-editor-header-color: var(--md-blue-500); --jp-mirror-editor-quote-color: var(--md-green-300); --jp-mirror-editor-link-color: var(--md-blue-700); --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: var(--md-grey-400); /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.6; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(255, 225, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* scrollbar related styles. Supports every browser except Edge. */ /* colors based on JetBrain's Darcula theme */ --jp-scrollbar-background-color: #3f4244; --jp-scrollbar-thumb-color: 88, 96, 97; /* need to specify thumb color as an RGB triplet */ --jp-scrollbar-endpad: 3px; /* the minimum gap between the thumb and the ends of a scrollbar */ /* hacks for setting the thumb shape. These do nothing in Firefox */ --jp-scrollbar-thumb-margin: 3.5px; /* the space in between the sides of the thumb and the track */ --jp-scrollbar-thumb-radius: 9px; /* set to a large-ish value for rounded endcaps on the thumb */ /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } :root{--md-red-50: #ffebee;--md-red-100: #ffcdd2;--md-red-200: #ef9a9a;--md-red-300: #e57373;--md-red-400: #ef5350;--md-red-500: #f44336;--md-red-600: #e53935;--md-red-700: #d32f2f;--md-red-800: #c62828;--md-red-900: #b71c1c;--md-red-A100: #ff8a80;--md-red-A200: #ff5252;--md-red-A400: #ff1744;--md-red-A700: #d50000;--md-pink-50: #fce4ec;--md-pink-100: #f8bbd0;--md-pink-200: #f48fb1;--md-pink-300: #f06292;--md-pink-400: #ec407a;--md-pink-500: #e91e63;--md-pink-600: #d81b60;--md-pink-700: #c2185b;--md-pink-800: 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#7986cb;--md-indigo-400: #5c6bc0;--md-indigo-500: #3f51b5;--md-indigo-600: #3949ab;--md-indigo-700: #303f9f;--md-indigo-800: #283593;--md-indigo-900: #1a237e;--md-indigo-A100: #8c9eff;--md-indigo-A200: #536dfe;--md-indigo-A400: #3d5afe;--md-indigo-A700: #304ffe;--md-blue-50: #e3f2fd;--md-blue-100: #bbdefb;--md-blue-200: #90caf9;--md-blue-300: #64b5f6;--md-blue-400: #42a5f5;--md-blue-500: #2196f3;--md-blue-600: #1e88e5;--md-blue-700: #1976d2;--md-blue-800: #1565c0;--md-blue-900: #0d47a1;--md-blue-A100: #82b1ff;--md-blue-A200: #448aff;--md-blue-A400: #2979ff;--md-blue-A700: #2962ff;--md-light-blue-50: #e1f5fe;--md-light-blue-100: #b3e5fc;--md-light-blue-200: #81d4fa;--md-light-blue-300: #4fc3f7;--md-light-blue-400: #29b6f6;--md-light-blue-500: #03a9f4;--md-light-blue-600: #039be5;--md-light-blue-700: #0288d1;--md-light-blue-800: #0277bd;--md-light-blue-900: #01579b;--md-light-blue-A100: #80d8ff;--md-light-blue-A200: #40c4ff;--md-light-blue-A400: #00b0ff;--md-light-blue-A700: #0091ea;--md-cyan-50: #e0f7fa;--md-cyan-100: #b2ebf2;--md-cyan-200: #80deea;--md-cyan-300: #4dd0e1;--md-cyan-400: #26c6da;--md-cyan-500: #00bcd4;--md-cyan-600: #00acc1;--md-cyan-700: #0097a7;--md-cyan-800: #00838f;--md-cyan-900: #006064;--md-cyan-A100: #84ffff;--md-cyan-A200: #18ffff;--md-cyan-A400: #00e5ff;--md-cyan-A700: #00b8d4;--md-teal-50: #e0f2f1;--md-teal-100: #b2dfdb;--md-teal-200: #80cbc4;--md-teal-300: #4db6ac;--md-teal-400: #26a69a;--md-teal-500: #009688;--md-teal-600: #00897b;--md-teal-700: #00796b;--md-teal-800: #00695c;--md-teal-900: #004d40;--md-teal-A100: #a7ffeb;--md-teal-A200: #64ffda;--md-teal-A400: #1de9b6;--md-teal-A700: #00bfa5;--md-green-50: #e8f5e9;--md-green-100: #c8e6c9;--md-green-200: #a5d6a7;--md-green-300: #81c784;--md-green-400: #66bb6a;--md-green-500: #4caf50;--md-green-600: #43a047;--md-green-700: #388e3c;--md-green-800: #2e7d32;--md-green-900: #1b5e20;--md-green-A100: #b9f6ca;--md-green-A200: #69f0ae;--md-green-A400: #00e676;--md-green-A700: #00c853;--md-light-green-50: #f1f8e9;--md-light-green-100: #dcedc8;--md-light-green-200: #c5e1a5;--md-light-green-300: #aed581;--md-light-green-400: #9ccc65;--md-light-green-500: #8bc34a;--md-light-green-600: #7cb342;--md-light-green-700: #689f38;--md-light-green-800: #558b2f;--md-light-green-900: #33691e;--md-light-green-A100: #ccff90;--md-light-green-A200: #b2ff59;--md-light-green-A400: #76ff03;--md-light-green-A700: #64dd17;--md-lime-50: #f9fbe7;--md-lime-100: #f0f4c3;--md-lime-200: #e6ee9c;--md-lime-300: #dce775;--md-lime-400: #d4e157;--md-lime-500: #cddc39;--md-lime-600: #c0ca33;--md-lime-700: #afb42b;--md-lime-800: #9e9d24;--md-lime-900: #827717;--md-lime-A100: #f4ff81;--md-lime-A200: #eeff41;--md-lime-A400: #c6ff00;--md-lime-A700: #aeea00;--md-yellow-50: #fffde7;--md-yellow-100: #fff9c4;--md-yellow-200: #fff59d;--md-yellow-300: #fff176;--md-yellow-400: #ffee58;--md-yellow-500: #ffeb3b;--md-yellow-600: #fdd835;--md-yellow-700: #fbc02d;--md-yellow-800: #f9a825;--md-yellow-900: #f57f17;--md-yellow-A100: #ffff8d;--md-yellow-A200: #ffff00;--md-yellow-A400: #ffea00;--md-yellow-A700: #ffd600;--md-amber-50: #fff8e1;--md-amber-100: #ffecb3;--md-amber-200: #ffe082;--md-amber-300: #ffd54f;--md-amber-400: #ffca28;--md-amber-500: #ffc107;--md-amber-600: #ffb300;--md-amber-700: #ffa000;--md-amber-800: #ff8f00;--md-amber-900: #ff6f00;--md-amber-A100: #ffe57f;--md-amber-A200: #ffd740;--md-amber-A400: #ffc400;--md-amber-A700: #ffab00;--md-orange-50: #fff3e0;--md-orange-100: #ffe0b2;--md-orange-200: #ffcc80;--md-orange-300: #ffb74d;--md-orange-400: #ffa726;--md-orange-500: #ff9800;--md-orange-600: #fb8c00;--md-orange-700: #f57c00;--md-orange-800: #ef6c00;--md-orange-900: #e65100;--md-orange-A100: #ffd180;--md-orange-A200: #ffab40;--md-orange-A400: #ff9100;--md-orange-A700: #ff6d00;--md-deep-orange-50: #fbe9e7;--md-deep-orange-100: #ffccbc;--md-deep-orange-200: #ffab91;--md-deep-orange-300: #ff8a65;--md-deep-orange-400: #ff7043;--md-deep-orange-500: 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sourceMappingURL=mkdocs-jupyter.css.map*/ init_mathjax = function() { if (window.MathJax) { // MathJax loaded MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: \"AMS\", useLabelIds: true } }, tex2jax: { inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ], displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ], processEscapes: true, processEnvironments: true }, displayAlign: 'center', CommonHTML: { linebreaks: { automatic: true } } }); MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]); } } init_mathjax(); In [1]: Copied! from great_ai import GreatAI from asyncio import sleep @GreatAI . create async def hello_world ( name : str ) -> str : await sleep ( 1 ) return f \"Hello { name } !\" from great_ai import GreatAI from asyncio import sleep @GreatAI.create async def hello_world(name: str) -> str: await sleep(1) return f\"Hello {name}!\" 2022-07-08 10:26:12,806 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-07-08 10:26:12,807 | WARNING | Cannot find credentials files, defaulting to using ParallelTinyDbDriver 2022-07-08 10:26:12,807 | WARNING | The selected tracing database (ParallelTinyDbDriver) is not recommended for production 2022-07-08 10:26:12,808 | WARNING | Cannot find credentials files, defaulting to using LargeFileLocal 2022-07-08 10:26:12,808 | INFO | Settings: configured \u2705 2022-07-08 10:26:12,809 | INFO | \ud83d\udd29 tracing_database: ParallelTinyDbDriver 2022-07-08 10:26:12,809 | INFO | \ud83d\udd29 large_file_implementation: LargeFileLocal 2022-07-08 10:26:12,811 | INFO | \ud83d\udd29 is_production: False 2022-07-08 10:26:12,811 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-07-08 10:26:12,812 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-07-08 10:26:12,813 | INFO | \ud83d\udd29 dashboard_table_size: 20 2022-07-08 10:26:12,813 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-07-08 10:26:12,814 | WARNING | > Find out more at https://se-ml.github.io/practices/ In [2]: Copied! await hello_world ( 'hi' ) await hello_world('hi') Out[2]: Trace(trace_id='27c5e581-ad6e-4d50-bb77-862dfb7963fb', created='2022-07-08T08:26:12.911975', original_execution_time_ms=1.933, logged_values={'arg:name:value': 'hi', 'arg:name:length': 2}, models=[], exception=None, output='Hello hi!', feedback=None, tags=['hello_world', 'online', 'development'])","title":"Hello world"},{"location":"hello_world/","text":"(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define(factory) : (global = global || self, global.ClipboardCopyElement = factory()); }(this, function () { 'use strict'; function createNode(text) { const node = document.createElement('pre'); node.style.width = '1px'; node.style.height = '1px'; node.style.position = 'fixed'; node.style.top = '5px'; node.textContent = text; return node; } function copyNode(node) { if ('clipboard' in navigator) { // eslint-disable-next-line flowtype/no-flow-fix-me-comments // $FlowFixMe Clipboard is not defined in Flow yet. return navigator.clipboard.writeText(node.textContent); } const selection = getSelection(); if (selection == null) { return Promise.reject(new Error()); } selection.removeAllRanges(); const range = document.createRange(); range.selectNodeContents(node); selection.addRange(range); document.execCommand('copy'); selection.removeAllRanges(); return Promise.resolve(); } function copyText(text) { if ('clipboard' in navigator) { // eslint-disable-next-line flowtype/no-flow-fix-me-comments // $FlowFixMe Clipboard is not defined in Flow yet. return navigator.clipboard.writeText(text); } const body = document.body; if (!body) { return Promise.reject(new Error()); } const node = createNode(text); body.appendChild(node); copyNode(node); body.removeChild(node); return Promise.resolve(); } function copy(button) { const id = button.getAttribute('for'); const text = button.getAttribute('value'); function trigger() { button.dispatchEvent(new CustomEvent('clipboard-copy', { bubbles: true })); } if (text) { copyText(text).then(trigger); } else if (id) { const root = 'getRootNode' in Element.prototype ? button.getRootNode() : button.ownerDocument; if (!(root instanceof Document || 'ShadowRoot' in window && root instanceof ShadowRoot)) return; const node = root.getElementById(id); if (node) copyTarget(node).then(trigger); } } function copyTarget(content) { if (content instanceof HTMLInputElement || content instanceof HTMLTextAreaElement) { return copyText(content.value); } else if (content instanceof HTMLAnchorElement && content.hasAttribute('href')) { return copyText(content.href); } else { return copyNode(content); } } function clicked(event) { const button = event.currentTarget; if (button instanceof HTMLElement) { copy(button); } } function keydown(event) { if (event.key === ' ' || event.key === 'Enter') { const button = event.currentTarget; if (button instanceof HTMLElement) { event.preventDefault(); copy(button); } } } function focused(event) { event.currentTarget.addEventListener('keydown', keydown); } function blurred(event) { event.currentTarget.removeEventListener('keydown', keydown); } class ClipboardCopyElement extends HTMLElement { constructor() { super(); this.addEventListener('click', clicked); this.addEventListener('focus', focused); this.addEventListener('blur', blurred); } connectedCallback() { if (!this.hasAttribute('tabindex')) { this.setAttribute('tabindex', '0'); } if (!this.hasAttribute('role')) { this.setAttribute('role', 'button'); } } get value() { return this.getAttribute('value') || ''; } set value(text) { this.setAttribute('value', text); } } if (!window.customElements.get('clipboard-copy')) { window.ClipboardCopyElement = ClipboardCopyElement; window.customElements.define('clipboard-copy', ClipboardCopyElement); } return ClipboardCopyElement; })); document.addEventListener('clipboard-copy', function(event) { const notice = event.target.querySelector('.notice') notice.hidden = false setTimeout(function() { notice.hidden = true }, 1000) }) pre { line-height: 125%; } td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; } span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; } td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; } span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; } .highlight-ipynb .hll { background-color: var(--jp-cell-editor-active-background) } .highlight-ipynb { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) } .highlight-ipynb .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */ .highlight-ipynb .err { color: var(--jp-mirror-editor-error-color) } /* Error */ .highlight-ipynb .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */ .highlight-ipynb .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */ .highlight-ipynb .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */ .highlight-ipynb .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */ .highlight-ipynb .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */ .highlight-ipynb .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */ .highlight-ipynb .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */ .highlight-ipynb .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */ .highlight-ipynb .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */ .highlight-ipynb .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */ .highlight-ipynb .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */ .highlight-ipynb .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */ .highlight-ipynb .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */ .highlight-ipynb .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */ .highlight-ipynb .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */ .highlight-ipynb .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */ .highlight-ipynb .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */ .highlight-ipynb .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */ .highlight-ipynb .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */ .highlight-ipynb .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */ .highlight-ipynb .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */ .highlight-ipynb .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */ .highlight-ipynb .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */ .highlight-ipynb .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */ .highlight-ipynb .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */ .highlight-ipynb .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */ .highlight-ipynb .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */ .highlight-ipynb .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */ .highlight-ipynb .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */ .highlight-ipynb .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */ .highlight-ipynb .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */ .highlight-ipynb .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */ .highlight-ipynb .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */ .highlight-ipynb .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */ .highlight-ipynb .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */ .highlight-ipynb .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */ .highlight-ipynb .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */ .highlight-ipynb .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */ /* This file is taken from the built JupyterLab theme.css Found on share/nbconvert/templates/lab/static Some changes have been made and marked with CHANGE */ .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ --jp-shadow-base-lightness: 0; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-400); --jp-border-color1: var(--md-grey-400); --jp-border-color2: var(--md-grey-300); --jp-border-color3: var(--md-grey-200); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(0, 0, 0, 1); --jp-ui-font-color1: rgba(0, 0, 0, 0.87); --jp-ui-font-color2: rgba(0, 0, 0, 0.54); --jp-ui-font-color3: rgba(0, 0, 0, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7); --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(0, 0, 0, 1); --jp-content-font-color1: rgba(0, 0, 0, 0.87); --jp-content-font-color2: rgba(0, 0, 0, 0.54); --jp-content-font-color3: rgba(0, 0, 0, 0.38); --jp-content-link-color: var(--md-blue-700); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: white; --jp-layout-color1: white; --jp-layout-color2: var(--md-grey-200); --jp-layout-color3: var(--md-grey-400); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: #111111; --jp-inverse-layout-color1: var(--md-grey-900); --jp-inverse-layout-color2: var(--md-grey-800); --jp-inverse-layout-color3: var(--md-grey-700); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-900); --jp-brand-color1: var(--md-blue-700); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-900); --jp-accent-color1: var(--md-green-700); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-900); --jp-warn-color1: var(--md-orange-700); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-900); --jp-error-color1: var(--md-red-700); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-900); --jp-success-color1: var(--md-green-700); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-900); --jp-info-color1: var(--md-cyan-700); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--md-grey-100); --jp-cell-editor-border-color: var(--md-grey-300); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 0.5; --jp-cell-prompt-not-active-font-color: var(--md-grey-700); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: var(--md-blue-50); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: #fdd; --jp-rendermime-table-row-background: var(--md-grey-100); --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.25); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color1); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--md-grey-300); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color1); --jp-input-hover-background: var(--jp-layout-color1); --jp-input-background: var(--md-grey-100); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: #008000; --jp-mirror-editor-atom-color: #88f; --jp-mirror-editor-number-color: #080; --jp-mirror-editor-def-color: #00f; --jp-mirror-editor-variable-color: var(--md-grey-900); --jp-mirror-editor-variable-2-color: #05a; --jp-mirror-editor-variable-3-color: #085; --jp-mirror-editor-punctuation-color: #05a; --jp-mirror-editor-property-color: #05a; --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ba2121; --jp-mirror-editor-string-2-color: #708; --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: #008000; --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: #170; --jp-mirror-editor-attribute-color: #00c; --jp-mirror-editor-header-color: blue; --jp-mirror-editor-quote-color: #090; --jp-mirror-editor-link-color: #00c; --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: white; /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.5; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(245, 200, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } [data-md-color-scheme=\"slate\"] .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ /* The dark theme shadows need a bit of work, but this will probably also require work on the core layout * colors used in the theme as well. */ --jp-shadow-base-lightness: 32; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-700); --jp-border-color1: var(--md-grey-700); --jp-border-color2: var(--md-grey-800); --jp-border-color3: var(--md-grey-900); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(255, 255, 255, 1); --jp-ui-font-color1: rgba(255, 255, 255, 0.87); --jp-ui-font-color2: rgba(255, 255, 255, 0.54); --jp-ui-font-color3: rgba(255, 255, 255, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(0, 0, 0, 1); --jp-ui-inverse-font-color1: rgba(0, 0, 0, 0.8); --jp-ui-inverse-font-color2: rgba(0, 0, 0, 0.5); --jp-ui-inverse-font-color3: rgba(0, 0, 0, 0.3); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(255, 255, 255, 1); --jp-content-font-color1: rgba(255, 255, 255, 1); --jp-content-font-color2: rgba(255, 255, 255, 0.7); --jp-content-font-color3: rgba(255, 255, 255, 0.5); --jp-content-link-color: var(--md-blue-300); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: #111111; --jp-layout-color1: var(--md-grey-900); --jp-layout-color2: var(--md-grey-800); --jp-layout-color3: var(--md-grey-700); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: white; --jp-inverse-layout-color1: white; --jp-inverse-layout-color2: var(--md-grey-200); --jp-inverse-layout-color3: var(--md-grey-400); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-700); --jp-brand-color1: var(--md-blue-500); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-700); --jp-accent-color1: var(--md-green-500); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-700); --jp-warn-color1: var(--md-orange-500); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-700); --jp-error-color1: var(--md-red-500); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-700); --jp-success-color1: var(--md-green-500); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-700); --jp-info-color1: var(--md-cyan-500); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--jp-layout-color1); --jp-cell-editor-border-color: var(--md-grey-700); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 1; --jp-cell-prompt-not-active-font-color: var(--md-grey-300); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: rgba(33, 150, 243, 0.24); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: rgba(244, 67, 54, 0.28); --jp-rendermime-table-row-background: var(--md-grey-900); --jp-rendermime-table-row-hover-background: rgba(3, 169, 244, 0.2); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.6); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color2); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.8); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--jp-layout-color0); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color0); --jp-input-hover-background: var(--jp-layout-color2); --jp-input-background: var(--md-grey-800); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: var(--jp-layout-color2); --jp-editor-selected-focused-background: rgba(33, 150, 243, 0.24); --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: var(--md-green-500); --jp-mirror-editor-atom-color: var(--md-blue-300); --jp-mirror-editor-number-color: var(--md-green-400); --jp-mirror-editor-def-color: var(--md-blue-600); --jp-mirror-editor-variable-color: var(--md-grey-300); --jp-mirror-editor-variable-2-color: var(--md-blue-400); --jp-mirror-editor-variable-3-color: var(--md-green-600); --jp-mirror-editor-punctuation-color: var(--md-blue-400); --jp-mirror-editor-property-color: var(--md-blue-400); --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ff7070; --jp-mirror-editor-string-2-color: var(--md-purple-300); --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: var(--md-green-600); --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: var(--md-green-700); --jp-mirror-editor-attribute-color: var(--md-blue-700); --jp-mirror-editor-header-color: var(--md-blue-500); --jp-mirror-editor-quote-color: var(--md-green-300); --jp-mirror-editor-link-color: var(--md-blue-700); --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: var(--md-grey-400); /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.6; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(255, 225, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* scrollbar related styles. Supports every browser except Edge. */ /* colors based on JetBrain's Darcula theme */ --jp-scrollbar-background-color: #3f4244; --jp-scrollbar-thumb-color: 88, 96, 97; /* need to specify thumb color as an RGB triplet */ --jp-scrollbar-endpad: 3px; /* the minimum gap between the thumb and the ends of a scrollbar */ /* hacks for setting the thumb shape. These do nothing in Firefox */ --jp-scrollbar-thumb-margin: 3.5px; /* the space in between the sides of the thumb and the track */ --jp-scrollbar-thumb-radius: 9px; /* set to a large-ish value for rounded endcaps on the thumb */ /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } :root{--md-red-50: #ffebee;--md-red-100: #ffcdd2;--md-red-200: #ef9a9a;--md-red-300: #e57373;--md-red-400: #ef5350;--md-red-500: #f44336;--md-red-600: #e53935;--md-red-700: #d32f2f;--md-red-800: #c62828;--md-red-900: #b71c1c;--md-red-A100: #ff8a80;--md-red-A200: #ff5252;--md-red-A400: #ff1744;--md-red-A700: #d50000;--md-pink-50: #fce4ec;--md-pink-100: #f8bbd0;--md-pink-200: #f48fb1;--md-pink-300: #f06292;--md-pink-400: #ec407a;--md-pink-500: #e91e63;--md-pink-600: #d81b60;--md-pink-700: #c2185b;--md-pink-800: #ad1457;--md-pink-900: #880e4f;--md-pink-A100: #ff80ab;--md-pink-A200: #ff4081;--md-pink-A400: #f50057;--md-pink-A700: #c51162;--md-purple-50: #f3e5f5;--md-purple-100: #e1bee7;--md-purple-200: #ce93d8;--md-purple-300: #ba68c8;--md-purple-400: #ab47bc;--md-purple-500: #9c27b0;--md-purple-600: #8e24aa;--md-purple-700: #7b1fa2;--md-purple-800: #6a1b9a;--md-purple-900: #4a148c;--md-purple-A100: #ea80fc;--md-purple-A200: #e040fb;--md-purple-A400: #d500f9;--md-purple-A700: #aa00ff;--md-deep-purple-50: #ede7f6;--md-deep-purple-100: #d1c4e9;--md-deep-purple-200: #b39ddb;--md-deep-purple-300: #9575cd;--md-deep-purple-400: #7e57c2;--md-deep-purple-500: #673ab7;--md-deep-purple-600: #5e35b1;--md-deep-purple-700: #512da8;--md-deep-purple-800: #4527a0;--md-deep-purple-900: #311b92;--md-deep-purple-A100: #b388ff;--md-deep-purple-A200: #7c4dff;--md-deep-purple-A400: #651fff;--md-deep-purple-A700: #6200ea;--md-indigo-50: #e8eaf6;--md-indigo-100: #c5cae9;--md-indigo-200: #9fa8da;--md-indigo-300: #7986cb;--md-indigo-400: #5c6bc0;--md-indigo-500: #3f51b5;--md-indigo-600: #3949ab;--md-indigo-700: #303f9f;--md-indigo-800: #283593;--md-indigo-900: #1a237e;--md-indigo-A100: #8c9eff;--md-indigo-A200: #536dfe;--md-indigo-A400: #3d5afe;--md-indigo-A700: #304ffe;--md-blue-50: #e3f2fd;--md-blue-100: #bbdefb;--md-blue-200: #90caf9;--md-blue-300: #64b5f6;--md-blue-400: #42a5f5;--md-blue-500: #2196f3;--md-blue-600: #1e88e5;--md-blue-700: #1976d2;--md-blue-800: #1565c0;--md-blue-900: #0d47a1;--md-blue-A100: #82b1ff;--md-blue-A200: #448aff;--md-blue-A400: #2979ff;--md-blue-A700: #2962ff;--md-light-blue-50: #e1f5fe;--md-light-blue-100: #b3e5fc;--md-light-blue-200: #81d4fa;--md-light-blue-300: #4fc3f7;--md-light-blue-400: #29b6f6;--md-light-blue-500: #03a9f4;--md-light-blue-600: #039be5;--md-light-blue-700: #0288d1;--md-light-blue-800: #0277bd;--md-light-blue-900: #01579b;--md-light-blue-A100: #80d8ff;--md-light-blue-A200: #40c4ff;--md-light-blue-A400: #00b0ff;--md-light-blue-A700: #0091ea;--md-cyan-50: #e0f7fa;--md-cyan-100: #b2ebf2;--md-cyan-200: #80deea;--md-cyan-300: #4dd0e1;--md-cyan-400: #26c6da;--md-cyan-500: #00bcd4;--md-cyan-600: #00acc1;--md-cyan-700: #0097a7;--md-cyan-800: #00838f;--md-cyan-900: #006064;--md-cyan-A100: #84ffff;--md-cyan-A200: #18ffff;--md-cyan-A400: #00e5ff;--md-cyan-A700: #00b8d4;--md-teal-50: #e0f2f1;--md-teal-100: #b2dfdb;--md-teal-200: #80cbc4;--md-teal-300: #4db6ac;--md-teal-400: #26a69a;--md-teal-500: #009688;--md-teal-600: #00897b;--md-teal-700: #00796b;--md-teal-800: #00695c;--md-teal-900: #004d40;--md-teal-A100: #a7ffeb;--md-teal-A200: #64ffda;--md-teal-A400: #1de9b6;--md-teal-A700: #00bfa5;--md-green-50: #e8f5e9;--md-green-100: #c8e6c9;--md-green-200: #a5d6a7;--md-green-300: #81c784;--md-green-400: #66bb6a;--md-green-500: #4caf50;--md-green-600: #43a047;--md-green-700: #388e3c;--md-green-800: #2e7d32;--md-green-900: #1b5e20;--md-green-A100: #b9f6ca;--md-green-A200: #69f0ae;--md-green-A400: #00e676;--md-green-A700: #00c853;--md-light-green-50: #f1f8e9;--md-light-green-100: #dcedc8;--md-light-green-200: #c5e1a5;--md-light-green-300: #aed581;--md-light-green-400: #9ccc65;--md-light-green-500: #8bc34a;--md-light-green-600: #7cb342;--md-light-green-700: #689f38;--md-light-green-800: #558b2f;--md-light-green-900: #33691e;--md-light-green-A100: #ccff90;--md-light-green-A200: #b2ff59;--md-light-green-A400: #76ff03;--md-light-green-A700: #64dd17;--md-lime-50: #f9fbe7;--md-lime-100: #f0f4c3;--md-lime-200: #e6ee9c;--md-lime-300: #dce775;--md-lime-400: #d4e157;--md-lime-500: #cddc39;--md-lime-600: #c0ca33;--md-lime-700: #afb42b;--md-lime-800: #9e9d24;--md-lime-900: #827717;--md-lime-A100: #f4ff81;--md-lime-A200: #eeff41;--md-lime-A400: #c6ff00;--md-lime-A700: #aeea00;--md-yellow-50: #fffde7;--md-yellow-100: #fff9c4;--md-yellow-200: #fff59d;--md-yellow-300: #fff176;--md-yellow-400: #ffee58;--md-yellow-500: #ffeb3b;--md-yellow-600: #fdd835;--md-yellow-700: #fbc02d;--md-yellow-800: #f9a825;--md-yellow-900: #f57f17;--md-yellow-A100: #ffff8d;--md-yellow-A200: #ffff00;--md-yellow-A400: #ffea00;--md-yellow-A700: #ffd600;--md-amber-50: #fff8e1;--md-amber-100: #ffecb3;--md-amber-200: #ffe082;--md-amber-300: #ffd54f;--md-amber-400: #ffca28;--md-amber-500: #ffc107;--md-amber-600: #ffb300;--md-amber-700: #ffa000;--md-amber-800: #ff8f00;--md-amber-900: #ff6f00;--md-amber-A100: #ffe57f;--md-amber-A200: #ffd740;--md-amber-A400: #ffc400;--md-amber-A700: #ffab00;--md-orange-50: #fff3e0;--md-orange-100: #ffe0b2;--md-orange-200: #ffcc80;--md-orange-300: #ffb74d;--md-orange-400: #ffa726;--md-orange-500: #ff9800;--md-orange-600: #fb8c00;--md-orange-700: #f57c00;--md-orange-800: #ef6c00;--md-orange-900: #e65100;--md-orange-A100: #ffd180;--md-orange-A200: #ffab40;--md-orange-A400: #ff9100;--md-orange-A700: #ff6d00;--md-deep-orange-50: #fbe9e7;--md-deep-orange-100: #ffccbc;--md-deep-orange-200: #ffab91;--md-deep-orange-300: #ff8a65;--md-deep-orange-400: #ff7043;--md-deep-orange-500: 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sourceMappingURL=mkdocs-jupyter.css.map*/ init_mathjax = function() { if (window.MathJax) { // MathJax loaded MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: \"AMS\", useLabelIds: true } }, tex2jax: { inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ], displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ], processEscapes: true, processEnvironments: true }, displayAlign: 'center', CommonHTML: { linebreaks: { automatic: true } } }); MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]); } } init_mathjax(); In [ ]: Copied! from great_ai import GreatAI from great_ai import GreatAI In [ ]: Copied! @GreatAI . create def hello_world ( name : str ) -> str : \"\"\"Learn more about GreatAI at https://github.com/schmelczer/great-ai\"\"\" return f \"Hello { name } !\" @GreatAI.create def hello_world(name: str) -> str: \"\"\"Learn more about GreatAI at https://github.com/schmelczer/great-ai\"\"\" return f\"Hello {name}!\"","title":"Hello world"},{"location":"how-to-guides/","text":"","title":"How-To Guides"},{"location":"open_s3/","text":"open(S3) Storing, versioning, and downloading files from S3 made as easy as using open() in Python. Caching included. Motivation Oftentimes, especially when working with data-heavy applications, large files can proliferate in a repository. Version controlling them is an obvious next step, however, GitHub's git LFS implementation doesn't support the deletion of large files, making it easy for them to eat-up the LFS quota and explode the size of your repos. Solution pip install open-large Simple example from great_ai.large_file import LargeFileS3 LargeFileS3.configure_credentials({ \"aws_region_name\": \"your_region_like_eu-west-2\", \"aws_access_key_id\": \"YOUR_ACCESS_KEY_ID\", \"aws_secret_access_key\": \"YOUR_VERY_SECRET_ACCESS_KEY\", \"large_files_bucket_name\": \"create_a_bucket_and_put_its_name_here\", }) # Creates a new version and deletes the older version leaving the 3 most recently used intact with LargeFileS3(\"test.txt\", \"w\", keep_last_n=3) as f: for i in range(100000): f.write('test\\n') # By default the latest version is returned # but an optional `version` keyword argument can be provided as well with LargeFileS3(\"test.txt\", \"r\") as f: print(f.readlines()[0]) Automatically creates a file, writes to it, uploads it to S3, and then queries the most recent version of it. In this case, the latest version is already in the local cache, no download is required. More details LargeFile behaves like an opened file (in the background it is a temp file after all). Binary reading and writing is supported along with the different keywords open() accepts. The local cache can be configured with these properties: LargeFile.cache_path = Path('.cache') LargeFile.max_cache_size = \"30 GB\" I only need a path In case you only need a path to the \"remote\" file, this pattern can be applied: path_to_model = LargeFile(\"folder-of-my-bert-model\", version=31).get() This will first download the file/folder into your local cache folder. Then, it returns a Path object to the local version. Which can be turned into a string with str(path_to_model) . The same approach works for uploads: LargeFile(\"folder-of-my-bert-model\").push('path_to_local/folder_or_file') This way, both regular files and folders can be handled. The uploaded file is called folder-of-my-bert-model , the local name is ignored. Lastly, all version of the remote object can be deleted by calling LargeFile(\"my-file\").delete() . It will still reside in your local cache afterwards, its deletion will happen next time your local cache has to be pruned. Command-line example The package can be used as a module from the command-line to give you more flexibility. Setup Create an .ini file (or use ~/.aws/credentials ). It may look like this: aws_region_name = your_region_like_eu-west-2 aws_access_key_id = YOUR_ACCESS_KEY_ID aws_secret_access_key = YOUR_VERY_SECRET_ACCESS_KEY large_files_bucket_name = my_large_files endpoint_url = this is optional, for backblaze, use this: https://s3.us-west-002.backblazeb2.com Just like in example secrets . Print the expected options python3 -m large_file --help Upload some files python3 -m large_file --backend s3 --secrets secrets.ini --push my_first_file.json folder/my_second_file my_folder Only the filename is used as the S3 name, the rest of the path is ignored. Download some files to the local cache This can be useful when building a Docker image for example. This way, the files can already reside inside the container and need not be downloaded later. python3 -m large_file --backend s3 -secrets ~/.aws/credentials --cache my_first_file.json:3 my_second_file my_folder:0 Versions may be specified by using : -s. Delete remote files python3 -m large_file --backend s3 --secrets ~/.aws/credentials --delete my_first_file.json","title":"[open(S3)](https://pypi.org/project/open-large/)"},{"location":"open_s3/#opens3","text":"Storing, versioning, and downloading files from S3 made as easy as using open() in Python. Caching included.","title":"open(S3)"},{"location":"open_s3/#motivation","text":"Oftentimes, especially when working with data-heavy applications, large files can proliferate in a repository. Version controlling them is an obvious next step, however, GitHub's git LFS implementation doesn't support the deletion of large files, making it easy for them to eat-up the LFS quota and explode the size of your repos.","title":"Motivation"},{"location":"open_s3/#solution","text":"pip install open-large","title":"Solution"},{"location":"open_s3/#simple-example","text":"from great_ai.large_file import LargeFileS3 LargeFileS3.configure_credentials({ \"aws_region_name\": \"your_region_like_eu-west-2\", \"aws_access_key_id\": \"YOUR_ACCESS_KEY_ID\", \"aws_secret_access_key\": \"YOUR_VERY_SECRET_ACCESS_KEY\", \"large_files_bucket_name\": \"create_a_bucket_and_put_its_name_here\", }) # Creates a new version and deletes the older version leaving the 3 most recently used intact with LargeFileS3(\"test.txt\", \"w\", keep_last_n=3) as f: for i in range(100000): f.write('test\\n') # By default the latest version is returned # but an optional `version` keyword argument can be provided as well with LargeFileS3(\"test.txt\", \"r\") as f: print(f.readlines()[0]) Automatically creates a file, writes to it, uploads it to S3, and then queries the most recent version of it. In this case, the latest version is already in the local cache, no download is required.","title":"Simple example"},{"location":"open_s3/#more-details","text":"LargeFile behaves like an opened file (in the background it is a temp file after all). Binary reading and writing is supported along with the different keywords open() accepts. The local cache can be configured with these properties: LargeFile.cache_path = Path('.cache') LargeFile.max_cache_size = \"30 GB\"","title":"More details"},{"location":"open_s3/#i-only-need-a-path","text":"In case you only need a path to the \"remote\" file, this pattern can be applied: path_to_model = LargeFile(\"folder-of-my-bert-model\", version=31).get() This will first download the file/folder into your local cache folder. Then, it returns a Path object to the local version. Which can be turned into a string with str(path_to_model) . The same approach works for uploads: LargeFile(\"folder-of-my-bert-model\").push('path_to_local/folder_or_file') This way, both regular files and folders can be handled. The uploaded file is called folder-of-my-bert-model , the local name is ignored. Lastly, all version of the remote object can be deleted by calling LargeFile(\"my-file\").delete() . It will still reside in your local cache afterwards, its deletion will happen next time your local cache has to be pruned.","title":"I only need a path"},{"location":"open_s3/#command-line-example","text":"The package can be used as a module from the command-line to give you more flexibility.","title":"Command-line example"},{"location":"open_s3/#setup","text":"Create an .ini file (or use ~/.aws/credentials ). It may look like this: aws_region_name = your_region_like_eu-west-2 aws_access_key_id = YOUR_ACCESS_KEY_ID aws_secret_access_key = YOUR_VERY_SECRET_ACCESS_KEY large_files_bucket_name = my_large_files endpoint_url = this is optional, for backblaze, use this: https://s3.us-west-002.backblazeb2.com Just like in example secrets .","title":"Setup"},{"location":"open_s3/#print-the-expected-options","text":"python3 -m large_file --help","title":"Print the expected options"},{"location":"open_s3/#upload-some-files","text":"python3 -m large_file --backend s3 --secrets secrets.ini --push my_first_file.json folder/my_second_file my_folder Only the filename is used as the S3 name, the rest of the path is ignored.","title":"Upload some files"},{"location":"open_s3/#download-some-files-to-the-local-cache","text":"This can be useful when building a Docker image for example. This way, the files can already reside inside the container and need not be downloaded later. python3 -m large_file --backend s3 -secrets ~/.aws/credentials --cache my_first_file.json:3 my_second_file my_folder:0 Versions may be specified by using : -s.","title":"Download some files to the local cache"},{"location":"open_s3/#delete-remote-files","text":"python3 -m large_file --backend s3 --secrets ~/.aws/credentials --delete my_first_file.json","title":"Delete remote files"},{"location":"reference/","text":"unique ( values , * , key = lambda v : v ) Keep only the first occurrences while maintaining original order. The equality check used for deduplication can be overridden using the key argument. Examples: >>> unique ([ 1 , 1 , 5 , 3 , 3 ]) [1, 5, 3] >>> unique ([{ 'a' : 1 , 'b' : 2 }, { 'a' : 1 , 'b' : 3 }], key = lambda v : v [ 'a' ]) [{'a': 1, 'b': 2}] >>> unique ([{ 'a' : 1 , 'b' : 2 }, { 'a' : 1 , 'b' : 3 }], key = lambda v : v [ 'b' ]) [{'a': 1, 'b': 2}, {'a': 1, 'b': 3}] Parameters: Name Type Description Default values Iterable [ T ] An iterable containing your values required key Callable [[ T ], Any ] Override the identity function of the equality check. lambda v: v Returns: Type Description List [ T ] A deduplicated list. Source code in great_ai/utilities/unique.py 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 def unique ( values : Iterable [ T ], * , key : Callable [[ T ], Any ] = lambda v : v ) -> List [ T ]: \"\"\"Keep only the first occurrences while maintaining original order. The equality check used for deduplication can be overridden using the `key` argument. Examples: >>> unique([1, 1, 5, 3, 3]) [1, 5, 3] >>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['a']) [{'a': 1, 'b': 2}] >>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['b']) [{'a': 1, 'b': 2}, {'a': 1, 'b': 3}] Args: values: An iterable containing your values key: Override the identity function of the equality check. Returns: A deduplicated list. \"\"\" key_values = {} for v in values : k = key ( v ) if k not in key_values : # dicts maintain insertion order: https://mail.python.org/pipermail/python-dev/2017-December/151283.html key_values [ k ] = v return list ( key_values . values ())","title":"Reference"},{"location":"reference/#great_ai.utilities.unique.unique","text":"Keep only the first occurrences while maintaining original order. The equality check used for deduplication can be overridden using the key argument. Examples: >>> unique ([ 1 , 1 , 5 , 3 , 3 ]) [1, 5, 3] >>> unique ([{ 'a' : 1 , 'b' : 2 }, { 'a' : 1 , 'b' : 3 }], key = lambda v : v [ 'a' ]) [{'a': 1, 'b': 2}] >>> unique ([{ 'a' : 1 , 'b' : 2 }, { 'a' : 1 , 'b' : 3 }], key = lambda v : v [ 'b' ]) [{'a': 1, 'b': 2}, {'a': 1, 'b': 3}] Parameters: Name Type Description Default values Iterable [ T ] An iterable containing your values required key Callable [[ T ], Any ] Override the identity function of the equality check. lambda v: v Returns: Type Description List [ T ] A deduplicated list. Source code in great_ai/utilities/unique.py 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 def unique ( values : Iterable [ T ], * , key : Callable [[ T ], Any ] = lambda v : v ) -> List [ T ]: \"\"\"Keep only the first occurrences while maintaining original order. The equality check used for deduplication can be overridden using the `key` argument. Examples: >>> unique([1, 1, 5, 3, 3]) [1, 5, 3] >>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['a']) [{'a': 1, 'b': 2}] >>> unique([{'a': 1, 'b': 2}, {'a': 1, 'b': 3}], key=lambda v: v['b']) [{'a': 1, 'b': 2}, {'a': 1, 'b': 3}] Args: values: An iterable containing your values key: Override the identity function of the equality check. Returns: A deduplicated list. \"\"\" key_values = {} for v in values : k = key ( v ) if k not in key_values : # dicts maintain insertion order: https://mail.python.org/pipermail/python-dev/2017-December/151283.html key_values [ k ] = v return list ( key_values . values ())","title":"unique()"},{"location":"tutorials/","text":"","title":"Tutorials"},{"location":"great_ai_example-main/","text":"Train a domain classifier on the semantic scholar dataset Install System dependencies Make sure you have python3 , pip , and venv installed. On Ubuntu, execute: sudo apt install -y python3 python3-pip python3-venv Install dependencies python3 -m venv --copies .env source .env/bin/activate pip install -r requirements.txt Execute Part 1 Part 2 Part 3","title":"Train a domain classifier on the [semantic scholar dataset](https://api.semanticscholar.org/corpus)"},{"location":"great_ai_example-main/#train-a-domain-classifier-on-the-semantic-scholar-dataset","text":"","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/#install","text":"","title":"Install"},{"location":"great_ai_example-main/#system-dependencies","text":"Make sure you have python3 , pip , and venv installed. On Ubuntu, execute: sudo apt install -y python3 python3-pip python3-venv","title":"System dependencies"},{"location":"great_ai_example-main/#install-dependencies","text":"python3 -m venv --copies .env source .env/bin/activate pip install -r requirements.txt","title":"Install dependencies"},{"location":"great_ai_example-main/#execute","text":"Part 1 Part 2 Part 3","title":"Execute"},{"location":"great_ai_example-main/src/data/","text":"(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define(factory) : (global = global || self, global.ClipboardCopyElement = factory()); }(this, function () { 'use strict'; function createNode(text) { const node = document.createElement('pre'); node.style.width = '1px'; node.style.height = '1px'; node.style.position = 'fixed'; node.style.top = '5px'; node.textContent = text; return node; } function copyNode(node) { if ('clipboard' in navigator) { // eslint-disable-next-line flowtype/no-flow-fix-me-comments // $FlowFixMe Clipboard is not defined in Flow yet. return navigator.clipboard.writeText(node.textContent); 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When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(0, 0, 0, 1); --jp-content-font-color1: rgba(0, 0, 0, 0.87); --jp-content-font-color2: rgba(0, 0, 0, 0.54); --jp-content-font-color3: rgba(0, 0, 0, 0.38); --jp-content-link-color: var(--md-blue-700); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: white; --jp-layout-color1: white; --jp-layout-color2: var(--md-grey-200); --jp-layout-color3: var(--md-grey-400); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: #111111; --jp-inverse-layout-color1: var(--md-grey-900); --jp-inverse-layout-color2: var(--md-grey-800); --jp-inverse-layout-color3: var(--md-grey-700); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-900); --jp-brand-color1: var(--md-blue-700); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-900); --jp-accent-color1: var(--md-green-700); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-900); --jp-warn-color1: var(--md-orange-700); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-900); --jp-error-color1: var(--md-red-700); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-900); --jp-success-color1: var(--md-green-700); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-900); --jp-info-color1: var(--md-cyan-700); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--md-grey-100); --jp-cell-editor-border-color: var(--md-grey-300); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 0.5; --jp-cell-prompt-not-active-font-color: var(--md-grey-700); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: var(--md-blue-50); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: #fdd; --jp-rendermime-table-row-background: var(--md-grey-100); --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.25); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color1); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--md-grey-300); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color1); --jp-input-hover-background: var(--jp-layout-color1); --jp-input-background: var(--md-grey-100); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: #008000; --jp-mirror-editor-atom-color: #88f; --jp-mirror-editor-number-color: #080; --jp-mirror-editor-def-color: #00f; --jp-mirror-editor-variable-color: var(--md-grey-900); --jp-mirror-editor-variable-2-color: #05a; --jp-mirror-editor-variable-3-color: #085; --jp-mirror-editor-punctuation-color: #05a; --jp-mirror-editor-property-color: #05a; --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ba2121; --jp-mirror-editor-string-2-color: #708; --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: #008000; --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: #170; --jp-mirror-editor-attribute-color: #00c; --jp-mirror-editor-header-color: blue; --jp-mirror-editor-quote-color: #090; --jp-mirror-editor-link-color: #00c; --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: white; /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.5; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(245, 200, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } [data-md-color-scheme=\"slate\"] .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ /* The dark theme shadows need a bit of work, but this will probably also require work on the core layout * colors used in the theme as well. */ --jp-shadow-base-lightness: 32; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-700); --jp-border-color1: var(--md-grey-700); --jp-border-color2: var(--md-grey-800); --jp-border-color3: var(--md-grey-900); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(255, 255, 255, 1); --jp-ui-font-color1: rgba(255, 255, 255, 0.87); --jp-ui-font-color2: rgba(255, 255, 255, 0.54); --jp-ui-font-color3: rgba(255, 255, 255, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(0, 0, 0, 1); --jp-ui-inverse-font-color1: rgba(0, 0, 0, 0.8); --jp-ui-inverse-font-color2: rgba(0, 0, 0, 0.5); --jp-ui-inverse-font-color3: rgba(0, 0, 0, 0.3); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(255, 255, 255, 1); --jp-content-font-color1: rgba(255, 255, 255, 1); --jp-content-font-color2: rgba(255, 255, 255, 0.7); --jp-content-font-color3: rgba(255, 255, 255, 0.5); --jp-content-link-color: var(--md-blue-300); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: #111111; --jp-layout-color1: var(--md-grey-900); --jp-layout-color2: var(--md-grey-800); --jp-layout-color3: var(--md-grey-700); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: white; --jp-inverse-layout-color1: white; --jp-inverse-layout-color2: var(--md-grey-200); --jp-inverse-layout-color3: var(--md-grey-400); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-700); --jp-brand-color1: var(--md-blue-500); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-700); --jp-accent-color1: var(--md-green-500); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-700); --jp-warn-color1: var(--md-orange-500); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-700); --jp-error-color1: var(--md-red-500); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-700); --jp-success-color1: var(--md-green-500); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-700); --jp-info-color1: var(--md-cyan-500); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--jp-layout-color1); --jp-cell-editor-border-color: var(--md-grey-700); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 1; --jp-cell-prompt-not-active-font-color: var(--md-grey-300); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: rgba(33, 150, 243, 0.24); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: rgba(244, 67, 54, 0.28); --jp-rendermime-table-row-background: var(--md-grey-900); --jp-rendermime-table-row-hover-background: rgba(3, 169, 244, 0.2); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.6); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color2); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.8); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--jp-layout-color0); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color0); --jp-input-hover-background: var(--jp-layout-color2); --jp-input-background: var(--md-grey-800); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: var(--jp-layout-color2); --jp-editor-selected-focused-background: rgba(33, 150, 243, 0.24); --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: var(--md-green-500); --jp-mirror-editor-atom-color: var(--md-blue-300); --jp-mirror-editor-number-color: var(--md-green-400); --jp-mirror-editor-def-color: var(--md-blue-600); --jp-mirror-editor-variable-color: var(--md-grey-300); --jp-mirror-editor-variable-2-color: var(--md-blue-400); --jp-mirror-editor-variable-3-color: var(--md-green-600); --jp-mirror-editor-punctuation-color: var(--md-blue-400); --jp-mirror-editor-property-color: var(--md-blue-400); --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ff7070; --jp-mirror-editor-string-2-color: var(--md-purple-300); --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: var(--md-green-600); --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: var(--md-green-700); --jp-mirror-editor-attribute-color: var(--md-blue-700); --jp-mirror-editor-header-color: var(--md-blue-500); --jp-mirror-editor-quote-color: var(--md-green-300); --jp-mirror-editor-link-color: var(--md-blue-700); --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: var(--md-grey-400); /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.6; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(255, 225, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* scrollbar related styles. Supports every browser except Edge. */ /* colors based on JetBrain's Darcula theme */ --jp-scrollbar-background-color: #3f4244; --jp-scrollbar-thumb-color: 88, 96, 97; /* need to specify thumb color as an RGB triplet */ --jp-scrollbar-endpad: 3px; /* the minimum gap between the thumb and the ends of a scrollbar */ /* hacks for setting the thumb shape. 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sourceMappingURL=mkdocs-jupyter.css.map*/ init_mathjax = function() { if (window.MathJax) { // MathJax loaded MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: \"AMS\", useLabelIds: true } }, tex2jax: { inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ], displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ], processEscapes: true, processEnvironments: true }, displayAlign: 'center', CommonHTML: { linebreaks: { automatic: true } } }); MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]); } } init_mathjax(); Train a domain classifier on the semantic scholar dataset \u00b6 Part 1: obtain and clean data The blue boxes show the steps implemented in this notebook. Extract \u00b6 This can be achieved by downloading a public dataset (such as in this case), or by having a Data Engineer setup and give us access to the organisation's data. In this case, we download the semantic scholar dataset from a public S3 bucket. In [1]: Copied! MAX_CHUNK_COUNT = 1 MAX_CHUNK_COUNT = 1 In [2]: Copied! import urllib.request from random import shuffle manifest = ( urllib . request . urlopen ( \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/manifest.txt\" ) . read () . decode () ) # a list of available chunks separated by '\\n' characters lines = manifest . split () shuffle ( lines ) chunks = lines [: MAX_CHUNK_COUNT ] f \"Processing { len ( chunks ) } out of the { len ( manifest . split ()) } available chunks\" import urllib.request from random import shuffle manifest = ( urllib.request.urlopen( \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/manifest.txt\" ) .read() .decode() ) # a list of available chunks separated by '\\n' characters lines = manifest.split() shuffle(lines) chunks = lines[:MAX_CHUNK_COUNT] f\"Processing {len(chunks)} out of the {len(manifest.split())} available chunks\" Out[2]: 'Processing 1 out of the 6002 available chunks' Transform \u00b6 Filter out non-English abstracts using great_ai.utilities.predict_language Project it to only keep the necessary components (text and labels), clean the textual content using great_ai.utilities.clean We will speed up processing using great_ai.utilities.parallel_map . In [3]: Copied! from typing import List , Tuple import json import gzip from great_ai import parallel_map , clean , is_english , predict_language def preprocess_chunk ( chunk_key : str ) -> List [ Tuple [ str , List [ str ]]]: # Extract response = urllib . request . urlopen ( f \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/ { chunk_key } \" ) # a gzipped JSON Lines file decompressed = gzip . decompress ( response . read ()) decoded = decompressed . decode () chunk = [ json . loads ( line ) for line in decoded . split ( \" \\n \" ) if line ] # Transform return [ ( clean ( f ' { c [ \"title\" ] } { c [ \"paperAbstract\" ] } { c [ \"journalName\" ] } { c [ \"venue\" ] } ' , convert_to_ascii = True , ), # The text is cleaned to remove PDF extraction, web scraping, and other common artifacts c [ \"fieldsOfStudy\" ], ) # Create pairs of `(text, [...domains])` for c in chunk if c [ \"fieldsOfStudy\" ] and is_english ( predict_language ( c [ \"paperAbstract\" ])) ] preprocessed_chunks = parallel_map ( preprocess_chunk , chunks ) from typing import List, Tuple import json import gzip from great_ai import parallel_map, clean, is_english, predict_language def preprocess_chunk(chunk_key: str) -> List[Tuple[str, List[str]]]: # Extract response = urllib.request.urlopen( f\"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/{chunk_key}\" ) # a gzipped JSON Lines file decompressed = gzip.decompress(response.read()) decoded = decompressed.decode() chunk = [json.loads(line) for line in decoded.split(\"\\n\") if line] # Transform return [ ( clean( f'{c[\"title\"]} {c[\"paperAbstract\"]} {c[\"journalName\"]} {c[\"venue\"]}', convert_to_ascii=True, ), # The text is cleaned to remove PDF extraction, web scraping, and other common artifacts c[\"fieldsOfStudy\"], ) # Create pairs of `(text, [...domains])` for c in chunk if c[\"fieldsOfStudy\"] and is_english(predict_language(c[\"paperAbstract\"])) ] preprocessed_chunks = parallel_map(preprocess_chunk, chunks) Spacy model en_core_web_sm not found locally, downloading... Collecting en-core-web-sm==3.3.0 Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.3.0/en_core_web_sm-3.3.0-py3-none-any.whl (12.8 MB) \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501 12.8/12.8 MB 3.6 MB/s eta 0:00:00 Requirement already satisfied: spacy<3.4.0,>=3.3.0.dev0 in ./.env/lib/python3.10/site-packages (from en-core-web-sm==3.3.0) (3.3.1) Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in ./.env/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (4.64.0) Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in ./.env/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (0.9.1) Requirement already satisfied: srsly<3.0.0,>=2.4.3 in ./.env/lib/python3.10/site-packages (from 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already satisfied: click<9.0.0,>=7.1.1 in ./.env/lib/python3.10/site-packages (from typer<0.5.0,>=0.3.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (8.1.3) Requirement already satisfied: MarkupSafe>=2.0 in ./.env/lib/python3.10/site-packages (from jinja2->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.1.1) Installing collected packages: en-core-web-sm Successfully installed en-core-web-sm-3.3.0 2022-06-25 14:21:57,983 | WARNING | Limiting concurrency to 1 because there are only 1 chunks 2022-06-25 14:21:57,984 | INFO | Starting parallel map (concurrency: 1, chunk size: 1) 2022-06-25 14:21:57,984 | WARNING | Running in series, there is no reason for parallelism 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1/1 [03:26<00:00, 206.86s/it] In [4]: Copied! from itertools import chain preprocessed_data = list ( chain ( * preprocessed_chunks )) X , y = zip ( * preprocessed_data ) # X is the input, y is the expected (ground truth) output from itertools import chain preprocessed_data = list(chain(*preprocessed_chunks)) X, y = zip( *preprocessed_data ) # X is the input, y is the expected (ground truth) output Load \u00b6 Upload the dataset (or a part of it) to a central repository using great_ai.add_ground_truth . This step automatically tags each datapoint with a split label according to the ratios we set. Additional tags can be also given. Production-ready backend \u00b6 The MongoDB driver is automatically configured if mongo.ini exists with the following scheme: mongo_connection_string = mongodb://localhost:27017/ mongo_database = my_great_ai_db You can install MongoDB from here or use it as a service In [5]: Copied! from great_ai import add_ground_truth add_ground_truth ( X , y , train_split_ratio = 0.8 , test_split_ratio = 0.2 ) from great_ai import add_ground_truth add_ground_truth(X, y, train_split_ratio=0.8, test_split_ratio=0.2) 2022-06-25 14:25:24,989 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-06-25 14:25:24,990 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver 2022-06-25 14:25:24,991 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo 2022-06-25 14:25:24,992 | INFO | Settings: configured \u2705 2022-06-25 14:25:24,993 | INFO | \ud83d\udd29 tracing_database: MongodbDriver 2022-06-25 14:25:24,994 | INFO | \ud83d\udd29 large_file_implementation: LargeFileMongo 2022-06-25 14:25:24,994 | INFO | \ud83d\udd29 is_production: False 2022-06-25 14:25:24,995 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-06-25 14:25:24,996 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-06-25 14:25:24,997 | INFO | \ud83d\udd29 dashboard_table_size: 50 2022-06-25 14:25:24,998 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-06-25 14:25:24,998 | WARNING | > Find out more at https://se-ml.github.io/practices/ Next: Part 2 \u00b6","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/src/data/#train-a-domain-classifier-on-the-semantic-scholar-dataset","text":"Part 1: obtain and clean data The blue boxes show the steps implemented in this notebook.","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/src/data/#extract","text":"This can be achieved by downloading a public dataset (such as in this case), or by having a Data Engineer setup and give us access to the organisation's data. In this case, we download the semantic scholar dataset from a public S3 bucket. In [1]: Copied! MAX_CHUNK_COUNT = 1 MAX_CHUNK_COUNT = 1 In [2]: Copied! import urllib.request from random import shuffle manifest = ( urllib . request . urlopen ( \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/manifest.txt\" ) . read () . decode () ) # a list of available chunks separated by '\\n' characters lines = manifest . split () shuffle ( lines ) chunks = lines [: MAX_CHUNK_COUNT ] f \"Processing { len ( chunks ) } out of the { len ( manifest . split ()) } available chunks\" import urllib.request from random import shuffle manifest = ( urllib.request.urlopen( \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/manifest.txt\" ) .read() .decode() ) # a list of available chunks separated by '\\n' characters lines = manifest.split() shuffle(lines) chunks = lines[:MAX_CHUNK_COUNT] f\"Processing {len(chunks)} out of the {len(manifest.split())} available chunks\" Out[2]: 'Processing 1 out of the 6002 available chunks'","title":"Extract"},{"location":"great_ai_example-main/src/data/#transform","text":"Filter out non-English abstracts using great_ai.utilities.predict_language Project it to only keep the necessary components (text and labels), clean the textual content using great_ai.utilities.clean We will speed up processing using great_ai.utilities.parallel_map . In [3]: Copied! from typing import List , Tuple import json import gzip from great_ai import parallel_map , clean , is_english , predict_language def preprocess_chunk ( chunk_key : str ) -> List [ Tuple [ str , List [ str ]]]: # Extract response = urllib . request . urlopen ( f \"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/ { chunk_key } \" ) # a gzipped JSON Lines file decompressed = gzip . decompress ( response . read ()) decoded = decompressed . decode () chunk = [ json . loads ( line ) for line in decoded . split ( \" \\n \" ) if line ] # Transform return [ ( clean ( f ' { c [ \"title\" ] } { c [ \"paperAbstract\" ] } { c [ \"journalName\" ] } { c [ \"venue\" ] } ' , convert_to_ascii = True , ), # The text is cleaned to remove PDF extraction, web scraping, and other common artifacts c [ \"fieldsOfStudy\" ], ) # Create pairs of `(text, [...domains])` for c in chunk if c [ \"fieldsOfStudy\" ] and is_english ( predict_language ( c [ \"paperAbstract\" ])) ] preprocessed_chunks = parallel_map ( preprocess_chunk , chunks ) from typing import List, Tuple import json import gzip from great_ai import parallel_map, clean, is_english, predict_language def preprocess_chunk(chunk_key: str) -> List[Tuple[str, List[str]]]: # Extract response = urllib.request.urlopen( f\"https://s3-us-west-2.amazonaws.com/ai2-s2-research-public/open-corpus/2022-02-01/{chunk_key}\" ) # a gzipped JSON Lines file decompressed = gzip.decompress(response.read()) decoded = decompressed.decode() chunk = [json.loads(line) for line in decoded.split(\"\\n\") if line] # Transform return [ ( clean( f'{c[\"title\"]} {c[\"paperAbstract\"]} {c[\"journalName\"]} {c[\"venue\"]}', convert_to_ascii=True, ), # The text is cleaned to remove PDF extraction, web scraping, and other common artifacts c[\"fieldsOfStudy\"], ) # Create pairs of `(text, [...domains])` for c in chunk if c[\"fieldsOfStudy\"] and is_english(predict_language(c[\"paperAbstract\"])) ] preprocessed_chunks = parallel_map(preprocess_chunk, chunks) Spacy model en_core_web_sm not found locally, downloading... Collecting en-core-web-sm==3.3.0 Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.3.0/en_core_web_sm-3.3.0-py3-none-any.whl (12.8 MB) \u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501 12.8/12.8 MB 3.6 MB/s eta 0:00:00 Requirement already satisfied: spacy<3.4.0,>=3.3.0.dev0 in ./.env/lib/python3.10/site-packages (from en-core-web-sm==3.3.0) (3.3.1) Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in ./.env/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (4.64.0) Requirement already satisfied: wasabi<1.1.0,>=0.9.1 in ./.env/lib/python3.10/site-packages (from spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (0.9.1) Requirement already satisfied: srsly<3.0.0,>=2.4.3 in ./.env/lib/python3.10/site-packages (from 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already satisfied: click<9.0.0,>=7.1.1 in ./.env/lib/python3.10/site-packages (from typer<0.5.0,>=0.3.0->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (8.1.3) Requirement already satisfied: MarkupSafe>=2.0 in ./.env/lib/python3.10/site-packages (from jinja2->spacy<3.4.0,>=3.3.0.dev0->en-core-web-sm==3.3.0) (2.1.1) Installing collected packages: en-core-web-sm Successfully installed en-core-web-sm-3.3.0 2022-06-25 14:21:57,983 | WARNING | Limiting concurrency to 1 because there are only 1 chunks 2022-06-25 14:21:57,984 | INFO | Starting parallel map (concurrency: 1, chunk size: 1) 2022-06-25 14:21:57,984 | WARNING | Running in series, there is no reason for parallelism 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 1/1 [03:26<00:00, 206.86s/it] In [4]: Copied! from itertools import chain preprocessed_data = list ( chain ( * preprocessed_chunks )) X , y = zip ( * preprocessed_data ) # X is the input, y is the expected (ground truth) output from itertools import chain preprocessed_data = list(chain(*preprocessed_chunks)) X, y = zip( *preprocessed_data ) # X is the input, y is the expected (ground truth) output","title":"Transform"},{"location":"great_ai_example-main/src/data/#load","text":"Upload the dataset (or a part of it) to a central repository using great_ai.add_ground_truth . This step automatically tags each datapoint with a split label according to the ratios we set. Additional tags can be also given.","title":"Load"},{"location":"great_ai_example-main/src/data/#production-ready-backend","text":"The MongoDB driver is automatically configured if mongo.ini exists with the following scheme: mongo_connection_string = mongodb://localhost:27017/ mongo_database = my_great_ai_db You can install MongoDB from here or use it as a service In [5]: Copied! from great_ai import add_ground_truth add_ground_truth ( X , y , train_split_ratio = 0.8 , test_split_ratio = 0.2 ) from great_ai import add_ground_truth add_ground_truth(X, y, train_split_ratio=0.8, test_split_ratio=0.2) 2022-06-25 14:25:24,989 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-06-25 14:25:24,990 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver 2022-06-25 14:25:24,991 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo 2022-06-25 14:25:24,992 | INFO | Settings: configured \u2705 2022-06-25 14:25:24,993 | INFO | \ud83d\udd29 tracing_database: MongodbDriver 2022-06-25 14:25:24,994 | INFO | \ud83d\udd29 large_file_implementation: LargeFileMongo 2022-06-25 14:25:24,994 | INFO | \ud83d\udd29 is_production: False 2022-06-25 14:25:24,995 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-06-25 14:25:24,996 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-06-25 14:25:24,997 | INFO | \ud83d\udd29 dashboard_table_size: 50 2022-06-25 14:25:24,998 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-06-25 14:25:24,998 | WARNING | > Find out more at https://se-ml.github.io/practices/","title":"Production-ready backend"},{"location":"great_ai_example-main/src/data/#next-part-2","text":"","title":"Next: Part 2"},{"location":"great_ai_example-main/src/deploy/","text":"(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define(factory) : (global = global || self, global.ClipboardCopyElement = factory()); 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We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: #fdd; --jp-rendermime-table-row-background: var(--md-grey-100); --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.25); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color1); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--md-grey-300); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color1); --jp-input-hover-background: var(--jp-layout-color1); --jp-input-background: var(--md-grey-100); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: #008000; --jp-mirror-editor-atom-color: #88f; --jp-mirror-editor-number-color: #080; --jp-mirror-editor-def-color: #00f; --jp-mirror-editor-variable-color: var(--md-grey-900); --jp-mirror-editor-variable-2-color: #05a; --jp-mirror-editor-variable-3-color: #085; --jp-mirror-editor-punctuation-color: #05a; --jp-mirror-editor-property-color: #05a; --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ba2121; --jp-mirror-editor-string-2-color: #708; --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: #008000; --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: #170; --jp-mirror-editor-attribute-color: #00c; --jp-mirror-editor-header-color: blue; --jp-mirror-editor-quote-color: #090; --jp-mirror-editor-link-color: #00c; --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: white; /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.5; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(245, 200, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } [data-md-color-scheme=\"slate\"] .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ /* The dark theme shadows need a bit of work, but this will probably also require work on the core layout * colors used in the theme as well. */ --jp-shadow-base-lightness: 32; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-700); --jp-border-color1: var(--md-grey-700); --jp-border-color2: var(--md-grey-800); --jp-border-color3: var(--md-grey-900); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(255, 255, 255, 1); --jp-ui-font-color1: rgba(255, 255, 255, 0.87); --jp-ui-font-color2: rgba(255, 255, 255, 0.54); --jp-ui-font-color3: rgba(255, 255, 255, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(0, 0, 0, 1); --jp-ui-inverse-font-color1: rgba(0, 0, 0, 0.8); --jp-ui-inverse-font-color2: rgba(0, 0, 0, 0.5); --jp-ui-inverse-font-color3: rgba(0, 0, 0, 0.3); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(255, 255, 255, 1); --jp-content-font-color1: rgba(255, 255, 255, 1); --jp-content-font-color2: rgba(255, 255, 255, 0.7); --jp-content-font-color3: rgba(255, 255, 255, 0.5); --jp-content-link-color: var(--md-blue-300); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: #111111; --jp-layout-color1: var(--md-grey-900); --jp-layout-color2: var(--md-grey-800); --jp-layout-color3: var(--md-grey-700); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: white; --jp-inverse-layout-color1: white; --jp-inverse-layout-color2: var(--md-grey-200); --jp-inverse-layout-color3: var(--md-grey-400); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-700); --jp-brand-color1: var(--md-blue-500); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-700); --jp-accent-color1: var(--md-green-500); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-700); --jp-warn-color1: var(--md-orange-500); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-700); --jp-error-color1: var(--md-red-500); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-700); --jp-success-color1: var(--md-green-500); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-700); --jp-info-color1: var(--md-cyan-500); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--jp-layout-color1); --jp-cell-editor-border-color: var(--md-grey-700); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 1; --jp-cell-prompt-not-active-font-color: var(--md-grey-300); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: rgba(33, 150, 243, 0.24); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: rgba(244, 67, 54, 0.28); --jp-rendermime-table-row-background: var(--md-grey-900); --jp-rendermime-table-row-hover-background: rgba(3, 169, 244, 0.2); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.6); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color2); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.8); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--jp-layout-color0); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color0); --jp-input-hover-background: var(--jp-layout-color2); --jp-input-background: var(--md-grey-800); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: var(--jp-layout-color2); --jp-editor-selected-focused-background: rgba(33, 150, 243, 0.24); --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: var(--md-green-500); --jp-mirror-editor-atom-color: var(--md-blue-300); --jp-mirror-editor-number-color: var(--md-green-400); --jp-mirror-editor-def-color: var(--md-blue-600); --jp-mirror-editor-variable-color: var(--md-grey-300); --jp-mirror-editor-variable-2-color: var(--md-blue-400); --jp-mirror-editor-variable-3-color: var(--md-green-600); --jp-mirror-editor-punctuation-color: var(--md-blue-400); --jp-mirror-editor-property-color: var(--md-blue-400); --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ff7070; --jp-mirror-editor-string-2-color: var(--md-purple-300); --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: var(--md-green-600); --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: var(--md-green-700); --jp-mirror-editor-attribute-color: var(--md-blue-700); --jp-mirror-editor-header-color: var(--md-blue-500); --jp-mirror-editor-quote-color: var(--md-green-300); --jp-mirror-editor-link-color: var(--md-blue-700); --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: var(--md-grey-400); /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.6; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(255, 225, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* scrollbar related styles. Supports every browser except Edge. */ /* colors based on JetBrain's Darcula theme */ --jp-scrollbar-background-color: #3f4244; --jp-scrollbar-thumb-color: 88, 96, 97; /* need to specify thumb color as an RGB triplet */ --jp-scrollbar-endpad: 3px; /* the minimum gap between the thumb and the ends of a scrollbar */ /* hacks for setting the thumb shape. These do nothing in Firefox */ --jp-scrollbar-thumb-margin: 3.5px; /* the space in between the sides of the thumb and the track */ --jp-scrollbar-thumb-radius: 9px; /* set to a large-ish value for rounded endcaps on the thumb */ /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } :root{--md-red-50: #ffebee;--md-red-100: #ffcdd2;--md-red-200: #ef9a9a;--md-red-300: #e57373;--md-red-400: #ef5350;--md-red-500: #f44336;--md-red-600: #e53935;--md-red-700: #d32f2f;--md-red-800: #c62828;--md-red-900: #b71c1c;--md-red-A100: #ff8a80;--md-red-A200: #ff5252;--md-red-A400: #ff1744;--md-red-A700: #d50000;--md-pink-50: #fce4ec;--md-pink-100: #f8bbd0;--md-pink-200: #f48fb1;--md-pink-300: #f06292;--md-pink-400: #ec407a;--md-pink-500: #e91e63;--md-pink-600: #d81b60;--md-pink-700: #c2185b;--md-pink-800: #ad1457;--md-pink-900: #880e4f;--md-pink-A100: #ff80ab;--md-pink-A200: #ff4081;--md-pink-A400: #f50057;--md-pink-A700: #c51162;--md-purple-50: #f3e5f5;--md-purple-100: #e1bee7;--md-purple-200: #ce93d8;--md-purple-300: #ba68c8;--md-purple-400: #ab47bc;--md-purple-500: #9c27b0;--md-purple-600: #8e24aa;--md-purple-700: #7b1fa2;--md-purple-800: #6a1b9a;--md-purple-900: #4a148c;--md-purple-A100: #ea80fc;--md-purple-A200: #e040fb;--md-purple-A400: #d500f9;--md-purple-A700: #aa00ff;--md-deep-purple-50: #ede7f6;--md-deep-purple-100: #d1c4e9;--md-deep-purple-200: #b39ddb;--md-deep-purple-300: #9575cd;--md-deep-purple-400: #7e57c2;--md-deep-purple-500: #673ab7;--md-deep-purple-600: #5e35b1;--md-deep-purple-700: #512da8;--md-deep-purple-800: #4527a0;--md-deep-purple-900: #311b92;--md-deep-purple-A100: #b388ff;--md-deep-purple-A200: #7c4dff;--md-deep-purple-A400: #651fff;--md-deep-purple-A700: #6200ea;--md-indigo-50: #e8eaf6;--md-indigo-100: #c5cae9;--md-indigo-200: #9fa8da;--md-indigo-300: #7986cb;--md-indigo-400: #5c6bc0;--md-indigo-500: #3f51b5;--md-indigo-600: #3949ab;--md-indigo-700: #303f9f;--md-indigo-800: #283593;--md-indigo-900: #1a237e;--md-indigo-A100: #8c9eff;--md-indigo-A200: #536dfe;--md-indigo-A400: #3d5afe;--md-indigo-A700: #304ffe;--md-blue-50: #e3f2fd;--md-blue-100: #bbdefb;--md-blue-200: #90caf9;--md-blue-300: #64b5f6;--md-blue-400: #42a5f5;--md-blue-500: #2196f3;--md-blue-600: #1e88e5;--md-blue-700: #1976d2;--md-blue-800: #1565c0;--md-blue-900: #0d47a1;--md-blue-A100: #82b1ff;--md-blue-A200: #448aff;--md-blue-A400: #2979ff;--md-blue-A700: #2962ff;--md-light-blue-50: #e1f5fe;--md-light-blue-100: #b3e5fc;--md-light-blue-200: #81d4fa;--md-light-blue-300: #4fc3f7;--md-light-blue-400: #29b6f6;--md-light-blue-500: #03a9f4;--md-light-blue-600: #039be5;--md-light-blue-700: #0288d1;--md-light-blue-800: #0277bd;--md-light-blue-900: #01579b;--md-light-blue-A100: #80d8ff;--md-light-blue-A200: #40c4ff;--md-light-blue-A400: #00b0ff;--md-light-blue-A700: #0091ea;--md-cyan-50: #e0f7fa;--md-cyan-100: #b2ebf2;--md-cyan-200: #80deea;--md-cyan-300: #4dd0e1;--md-cyan-400: #26c6da;--md-cyan-500: #00bcd4;--md-cyan-600: #00acc1;--md-cyan-700: #0097a7;--md-cyan-800: #00838f;--md-cyan-900: #006064;--md-cyan-A100: #84ffff;--md-cyan-A200: #18ffff;--md-cyan-A400: #00e5ff;--md-cyan-A700: #00b8d4;--md-teal-50: #e0f2f1;--md-teal-100: #b2dfdb;--md-teal-200: #80cbc4;--md-teal-300: #4db6ac;--md-teal-400: #26a69a;--md-teal-500: #009688;--md-teal-600: #00897b;--md-teal-700: #00796b;--md-teal-800: #00695c;--md-teal-900: #004d40;--md-teal-A100: #a7ffeb;--md-teal-A200: #64ffda;--md-teal-A400: #1de9b6;--md-teal-A700: #00bfa5;--md-green-50: #e8f5e9;--md-green-100: #c8e6c9;--md-green-200: #a5d6a7;--md-green-300: #81c784;--md-green-400: #66bb6a;--md-green-500: #4caf50;--md-green-600: #43a047;--md-green-700: #388e3c;--md-green-800: #2e7d32;--md-green-900: #1b5e20;--md-green-A100: #b9f6ca;--md-green-A200: #69f0ae;--md-green-A400: #00e676;--md-green-A700: 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sourceMappingURL=mkdocs-jupyter.css.map*/ init_mathjax = function() { if (window.MathJax) { // MathJax loaded MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: \"AMS\", useLabelIds: true } }, tex2jax: { inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ], displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ], processEscapes: true, processEnvironments: true }, displayAlign: 'center', CommonHTML: { linebreaks: { automatic: true } } }); MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]); } } init_mathjax(); Train a domain classifier on the semantic scholar dataset \u00b6 Part 3: Create production inference function The blue boxes show the steps implemented in this notebook. In Part 2 , we trained our AI model. Now, it's time to create G eneral R obust E nd-to-end A utomated T rustworthy deployment from it using the GreatAI Python package. In [1]: Copied! import re import numpy as np from sklearn.pipeline import Pipeline from great_ai.utilities import clean from great_ai import ( MultiLabelClassificationOutput , ClassificationOutput , GreatAI , use_model , parameter , ) @GreatAI . create @use_model ( \"small-domain-prediction\" , version = \"latest\" ) @parameter ( \"target_confidence\" , validator = lambda c : 0 <= c <= 100 ) def predict_domain ( text : str , model : Pipeline , target_confidence : int = 50 ) -> MultiLabelClassificationOutput : \"\"\" Predict the scientific domain of the input text. Return labels until their sum likelihood is larger than `target_confidence`. \"\"\" preprocessed = re . sub ( r \"[^a-zA-Z\\s]\" , \"\" , clean ( text , convert_to_ascii = True )) features = model . named_steps [ \"vectorizer\" ] . transform ([ preprocessed ]) prediction = model . named_steps [ \"classifier\" ] . predict_proba ( features )[ 0 ] best_classes = sorted ( enumerate ( prediction ), key = lambda v : v [ 1 ], reverse = True ) results = MultiLabelClassificationOutput () for class_index , probability in best_classes : results . labels . append ( get_label ( model = model , features = features , class_index = class_index , probability = probability , ) ) if sum ( r . confidence for r in results . labels ) >= target_confidence : break return results def get_label ( model : Pipeline , features : np . ndarray , class_index : int , probability : float ) -> ClassificationOutput : return ClassificationOutput ( label = model . named_steps [ \"classifier\" ] . classes_ [ class_index ], confidence = round ( probability * 100 ), explanation = [ word for _ , word in sorted ( ( ( weight , word ) for weight , word , count in zip ( model . named_steps [ \"classifier\" ] . feature_log_prob_ [ class_index ], model . named_steps [ \"vectorizer\" ] . get_feature_names_out (), features . A [ 0 ], ) if count > 0 ), reverse = True , ) ][: 5 ], ) import re import numpy as np from sklearn.pipeline import Pipeline from great_ai.utilities import clean from great_ai import ( MultiLabelClassificationOutput, ClassificationOutput, GreatAI, use_model, parameter, ) @GreatAI.create @use_model(\"small-domain-prediction\", version=\"latest\") @parameter(\"target_confidence\", validator=lambda c: 0 < = c < = 100) def predict_domain( text: str, model: Pipeline, target_confidence: int = 50 ) -> MultiLabelClassificationOutput: \"\"\" Predict the scientific domain of the input text. Return labels until their sum likelihood is larger than `target_confidence`. \"\"\" preprocessed = re.sub(r\"[^a-zA-Z\\s]\", \"\", clean(text, convert_to_ascii=True)) features = model.named_steps[\"vectorizer\"].transform([preprocessed]) prediction = model.named_steps[\"classifier\"].predict_proba(features)[0] best_classes = sorted(enumerate(prediction), key=lambda v: v[1], reverse=True) results = MultiLabelClassificationOutput() for class_index, probability in best_classes: results.labels.append( get_label( model=model, features=features, class_index=class_index, probability=probability, ) ) if sum(r.confidence for r in results.labels) >= target_confidence: break return results def get_label( model: Pipeline, features: np.ndarray, class_index: int, probability: float ) -> ClassificationOutput: return ClassificationOutput( label=model.named_steps[\"classifier\"].classes_[class_index], confidence=round(probability * 100), explanation=[ word for _, word in sorted( ( (weight, word) for weight, word, count in zip( model.named_steps[\"classifier\"].feature_log_prob_[class_index], model.named_steps[\"vectorizer\"].get_feature_names_out(), features.A[0], ) if count > 0 ), reverse=True, ) ][:5], ) 2022-06-25 14:57:20,629 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver 2022-06-25 14:57:20,630 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo 2022-06-25 14:57:20,631 | INFO | Settings: configured \u2705 2022-06-25 14:57:20,631 | INFO | \ud83d\udd29 tracing_database: MongodbDriver 2022-06-25 14:57:20,631 | INFO | \ud83d\udd29 large_file_implementation: LargeFileMongo 2022-06-25 14:57:20,632 | INFO | \ud83d\udd29 is_production: False 2022-06-25 14:57:20,633 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-06-25 14:57:20,633 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-06-25 14:57:20,634 | INFO | \ud83d\udd29 dashboard_table_size: 50 2022-06-25 14:57:20,634 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-06-25 14:57:20,635 | WARNING | > Find out more at https://se-ml.github.io/practices/ 2022-06-25 14:57:20,642 | INFO | Latest version of small-domain-prediction is 0 (from versions: 0) 2022-06-25 14:57:20,643 | INFO | File small-domain-prediction-0 found in cache Check accuracy on the test split \u00b6 In [2]: Copied! if __name__ == \"__main__\" : from great_ai import query_ground_truth from sklearn import metrics data = query_ground_truth ( \"test\" ) X = [ d . input for d in data ] y_actual = [ d . feedback for d in data ] y_predicted = [ d . output . labels [ 0 ] . label for d in predict_domain . process_batch ( X , do_not_persist_traces = True )] y_actual_aligned = [ p if p in a else a [ 0 ] for p , a in zip ( y_predicted , y_actual )] import matplotlib.pyplot as plt # Configure matplotlib to have nice, high-resolution charts % matplotlib inline plt . rcParams [ \"figure.figsize\" ] = ( 30 , 15 ) plt . rcParams [ \"figure.facecolor\" ] = \"white\" plt . rcParams [ \"font.size\" ] = 12 plt . rcParams [ \"axes.xmargin\" ] = 0 print ( metrics . classification_report ( y_actual_aligned , y_predicted )) metrics . ConfusionMatrixDisplay . from_predictions ( y_true = y_actual_aligned , y_pred = y_predicted , xticks_rotation = \"vertical\" , normalize = \"pred\" , values_format = \".2f\" , ) if __name__ == \"__main__\": from great_ai import query_ground_truth from sklearn import metrics data = query_ground_truth(\"test\") X = [d.input for d in data] y_actual = [d.feedback for d in data] y_predicted = [d.output.labels[0].label for d in predict_domain.process_batch(X, do_not_persist_traces=True)] y_actual_aligned = [p if p in a else a[0] for p, a in zip(y_predicted, y_actual)] import matplotlib.pyplot as plt # Configure matplotlib to have nice, high-resolution charts %matplotlib inline plt.rcParams[\"figure.figsize\"] = (30, 15) plt.rcParams[\"figure.facecolor\"] = \"white\" plt.rcParams[\"font.size\"] = 12 plt.rcParams[\"axes.xmargin\"] = 0 print(metrics.classification_report(y_actual_aligned, y_predicted)) metrics.ConfusionMatrixDisplay.from_predictions( y_true=y_actual_aligned, y_pred=y_predicted, xticks_rotation=\"vertical\", normalize=\"pred\", values_format=\".2f\", ) 2022-06-25 14:57:21,004 | INFO | Starting parallel map (concurrency: 12, chunk size: 26) 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3054/3054 [00:31<00:00, 96.38it/s] precision recall f1-score support Art 0.35 0.27 0.31 33 Biology 0.77 0.84 0.80 299 Business 0.44 0.61 0.51 82 Chemistry 0.79 0.67 0.72 289 Computer Science 0.74 0.79 0.77 341 Economics 0.65 0.56 0.60 61 Engineering 0.53 0.52 0.53 202 Environmental Science 0.51 0.49 0.50 61 Geography 0.54 0.26 0.35 58 Geology 0.69 0.56 0.62 48 History 0.36 0.17 0.23 29 Materials Science 0.68 0.83 0.74 248 Mathematics 0.77 0.57 0.66 122 Medicine 0.97 0.79 0.87 715 Philosophy 0.50 0.05 0.10 19 Physics 0.72 0.75 0.74 162 Political Science 0.39 0.49 0.43 57 Psychology 0.49 0.81 0.61 141 Sociology 0.32 0.53 0.40 87 accuracy 0.70 3054 macro avg 0.59 0.56 0.55 3054 weighted avg 0.72 0.70 0.70 3054","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/src/deploy/#train-a-domain-classifier-on-the-semantic-scholar-dataset","text":"Part 3: Create production inference function The blue boxes show the steps implemented in this notebook. In Part 2 , we trained our AI model. Now, it's time to create G eneral R obust E nd-to-end A utomated T rustworthy deployment from it using the GreatAI Python package. In [1]: Copied! import re import numpy as np from sklearn.pipeline import Pipeline from great_ai.utilities import clean from great_ai import ( MultiLabelClassificationOutput , ClassificationOutput , GreatAI , use_model , parameter , ) @GreatAI . create @use_model ( \"small-domain-prediction\" , version = \"latest\" ) @parameter ( \"target_confidence\" , validator = lambda c : 0 <= c <= 100 ) def predict_domain ( text : str , model : Pipeline , target_confidence : int = 50 ) -> MultiLabelClassificationOutput : \"\"\" Predict the scientific domain of the input text. Return labels until their sum likelihood is larger than `target_confidence`. \"\"\" preprocessed = re . sub ( r \"[^a-zA-Z\\s]\" , \"\" , clean ( text , convert_to_ascii = True )) features = model . named_steps [ \"vectorizer\" ] . transform ([ preprocessed ]) prediction = model . named_steps [ \"classifier\" ] . predict_proba ( features )[ 0 ] best_classes = sorted ( enumerate ( prediction ), key = lambda v : v [ 1 ], reverse = True ) results = MultiLabelClassificationOutput () for class_index , probability in best_classes : results . labels . append ( get_label ( model = model , features = features , class_index = class_index , probability = probability , ) ) if sum ( r . confidence for r in results . labels ) >= target_confidence : break return results def get_label ( model : Pipeline , features : np . ndarray , class_index : int , probability : float ) -> ClassificationOutput : return ClassificationOutput ( label = model . named_steps [ \"classifier\" ] . classes_ [ class_index ], confidence = round ( probability * 100 ), explanation = [ word for _ , word in sorted ( ( ( weight , word ) for weight , word , count in zip ( model . named_steps [ \"classifier\" ] . feature_log_prob_ [ class_index ], model . named_steps [ \"vectorizer\" ] . get_feature_names_out (), features . A [ 0 ], ) if count > 0 ), reverse = True , ) ][: 5 ], ) import re import numpy as np from sklearn.pipeline import Pipeline from great_ai.utilities import clean from great_ai import ( MultiLabelClassificationOutput, ClassificationOutput, GreatAI, use_model, parameter, ) @GreatAI.create @use_model(\"small-domain-prediction\", version=\"latest\") @parameter(\"target_confidence\", validator=lambda c: 0 < = c < = 100) def predict_domain( text: str, model: Pipeline, target_confidence: int = 50 ) -> MultiLabelClassificationOutput: \"\"\" Predict the scientific domain of the input text. Return labels until their sum likelihood is larger than `target_confidence`. \"\"\" preprocessed = re.sub(r\"[^a-zA-Z\\s]\", \"\", clean(text, convert_to_ascii=True)) features = model.named_steps[\"vectorizer\"].transform([preprocessed]) prediction = model.named_steps[\"classifier\"].predict_proba(features)[0] best_classes = sorted(enumerate(prediction), key=lambda v: v[1], reverse=True) results = MultiLabelClassificationOutput() for class_index, probability in best_classes: results.labels.append( get_label( model=model, features=features, class_index=class_index, probability=probability, ) ) if sum(r.confidence for r in results.labels) >= target_confidence: break return results def get_label( model: Pipeline, features: np.ndarray, class_index: int, probability: float ) -> ClassificationOutput: return ClassificationOutput( label=model.named_steps[\"classifier\"].classes_[class_index], confidence=round(probability * 100), explanation=[ word for _, word in sorted( ( (weight, word) for weight, word, count in zip( model.named_steps[\"classifier\"].feature_log_prob_[class_index], model.named_steps[\"vectorizer\"].get_feature_names_out(), features.A[0], ) if count > 0 ), reverse=True, ) ][:5], ) 2022-06-25 14:57:20,629 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-06-25 14:57:20,629 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver 2022-06-25 14:57:20,630 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo 2022-06-25 14:57:20,631 | INFO | Settings: configured \u2705 2022-06-25 14:57:20,631 | INFO | \ud83d\udd29 tracing_database: MongodbDriver 2022-06-25 14:57:20,631 | INFO | \ud83d\udd29 large_file_implementation: LargeFileMongo 2022-06-25 14:57:20,632 | INFO | \ud83d\udd29 is_production: False 2022-06-25 14:57:20,633 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-06-25 14:57:20,633 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-06-25 14:57:20,634 | INFO | \ud83d\udd29 dashboard_table_size: 50 2022-06-25 14:57:20,634 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-06-25 14:57:20,635 | WARNING | > Find out more at https://se-ml.github.io/practices/ 2022-06-25 14:57:20,642 | INFO | Latest version of small-domain-prediction is 0 (from versions: 0) 2022-06-25 14:57:20,643 | INFO | File small-domain-prediction-0 found in cache","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/src/deploy/#check-accuracy-on-the-test-split","text":"In [2]: Copied! if __name__ == \"__main__\" : from great_ai import query_ground_truth from sklearn import metrics data = query_ground_truth ( \"test\" ) X = [ d . input for d in data ] y_actual = [ d . feedback for d in data ] y_predicted = [ d . output . labels [ 0 ] . label for d in predict_domain . process_batch ( X , do_not_persist_traces = True )] y_actual_aligned = [ p if p in a else a [ 0 ] for p , a in zip ( y_predicted , y_actual )] import matplotlib.pyplot as plt # Configure matplotlib to have nice, high-resolution charts % matplotlib inline plt . rcParams [ \"figure.figsize\" ] = ( 30 , 15 ) plt . rcParams [ \"figure.facecolor\" ] = \"white\" plt . rcParams [ \"font.size\" ] = 12 plt . rcParams [ \"axes.xmargin\" ] = 0 print ( metrics . classification_report ( y_actual_aligned , y_predicted )) metrics . ConfusionMatrixDisplay . from_predictions ( y_true = y_actual_aligned , y_pred = y_predicted , xticks_rotation = \"vertical\" , normalize = \"pred\" , values_format = \".2f\" , ) if __name__ == \"__main__\": from great_ai import query_ground_truth from sklearn import metrics data = query_ground_truth(\"test\") X = [d.input for d in data] y_actual = [d.feedback for d in data] y_predicted = [d.output.labels[0].label for d in predict_domain.process_batch(X, do_not_persist_traces=True)] y_actual_aligned = [p if p in a else a[0] for p, a in zip(y_predicted, y_actual)] import matplotlib.pyplot as plt # Configure matplotlib to have nice, high-resolution charts %matplotlib inline plt.rcParams[\"figure.figsize\"] = (30, 15) plt.rcParams[\"figure.facecolor\"] = \"white\" plt.rcParams[\"font.size\"] = 12 plt.rcParams[\"axes.xmargin\"] = 0 print(metrics.classification_report(y_actual_aligned, y_predicted)) metrics.ConfusionMatrixDisplay.from_predictions( y_true=y_actual_aligned, y_pred=y_predicted, xticks_rotation=\"vertical\", normalize=\"pred\", values_format=\".2f\", ) 2022-06-25 14:57:21,004 | INFO | Starting parallel map (concurrency: 12, chunk size: 26) 100%|\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588\u2588| 3054/3054 [00:31<00:00, 96.38it/s] precision recall f1-score support Art 0.35 0.27 0.31 33 Biology 0.77 0.84 0.80 299 Business 0.44 0.61 0.51 82 Chemistry 0.79 0.67 0.72 289 Computer Science 0.74 0.79 0.77 341 Economics 0.65 0.56 0.60 61 Engineering 0.53 0.52 0.53 202 Environmental Science 0.51 0.49 0.50 61 Geography 0.54 0.26 0.35 58 Geology 0.69 0.56 0.62 48 History 0.36 0.17 0.23 29 Materials Science 0.68 0.83 0.74 248 Mathematics 0.77 0.57 0.66 122 Medicine 0.97 0.79 0.87 715 Philosophy 0.50 0.05 0.10 19 Physics 0.72 0.75 0.74 162 Political Science 0.39 0.49 0.43 57 Psychology 0.49 0.81 0.61 141 Sociology 0.32 0.53 0.40 87 accuracy 0.70 3054 macro avg 0.59 0.56 0.55 3054 weighted avg 0.72 0.70 0.70 3054","title":"Check accuracy on the test split"},{"location":"great_ai_example-main/src/train/","text":"(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define(factory) : (global = global || self, global.ClipboardCopyElement = factory()); 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font-weight: bold } /* Operator.Word */ .highlight-ipynb .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */ .highlight-ipynb .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */ .highlight-ipynb .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */ .highlight-ipynb .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */ .highlight-ipynb .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */ .highlight-ipynb .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */ .highlight-ipynb .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */ .highlight-ipynb .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */ .highlight-ipynb .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */ .highlight-ipynb .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */ .highlight-ipynb .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */ .highlight-ipynb .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */ .highlight-ipynb .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */ .highlight-ipynb .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */ .highlight-ipynb .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */ .highlight-ipynb .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */ .highlight-ipynb .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */ .highlight-ipynb .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */ .highlight-ipynb .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */ .highlight-ipynb .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */ /* This file is taken from the built JupyterLab theme.css Found on share/nbconvert/templates/lab/static Some changes have been made and marked with CHANGE */ .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ --jp-shadow-base-lightness: 0; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-400); --jp-border-color1: var(--md-grey-400); --jp-border-color2: var(--md-grey-300); --jp-border-color3: var(--md-grey-200); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(0, 0, 0, 1); --jp-ui-font-color1: rgba(0, 0, 0, 0.87); --jp-ui-font-color2: rgba(0, 0, 0, 0.54); --jp-ui-font-color3: rgba(0, 0, 0, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7); --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(0, 0, 0, 1); --jp-content-font-color1: rgba(0, 0, 0, 0.87); --jp-content-font-color2: rgba(0, 0, 0, 0.54); --jp-content-font-color3: rgba(0, 0, 0, 0.38); --jp-content-link-color: var(--md-blue-700); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: white; --jp-layout-color1: white; --jp-layout-color2: var(--md-grey-200); --jp-layout-color3: var(--md-grey-400); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: #111111; --jp-inverse-layout-color1: var(--md-grey-900); --jp-inverse-layout-color2: var(--md-grey-800); --jp-inverse-layout-color3: var(--md-grey-700); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-900); --jp-brand-color1: var(--md-blue-700); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-900); --jp-accent-color1: var(--md-green-700); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-900); --jp-warn-color1: var(--md-orange-700); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-900); --jp-error-color1: var(--md-red-700); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-900); --jp-success-color1: var(--md-green-700); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-900); --jp-info-color1: var(--md-cyan-700); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--md-grey-100); --jp-cell-editor-border-color: var(--md-grey-300); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 0.5; --jp-cell-prompt-not-active-font-color: var(--md-grey-700); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: var(--md-blue-50); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: #fdd; --jp-rendermime-table-row-background: var(--md-grey-100); --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.25); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color1); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--md-grey-300); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color1); --jp-input-hover-background: var(--jp-layout-color1); --jp-input-background: var(--md-grey-100); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: #008000; --jp-mirror-editor-atom-color: #88f; --jp-mirror-editor-number-color: #080; --jp-mirror-editor-def-color: #00f; --jp-mirror-editor-variable-color: var(--md-grey-900); --jp-mirror-editor-variable-2-color: #05a; --jp-mirror-editor-variable-3-color: #085; --jp-mirror-editor-punctuation-color: #05a; --jp-mirror-editor-property-color: #05a; --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ba2121; --jp-mirror-editor-string-2-color: #708; --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: #008000; --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: #170; --jp-mirror-editor-attribute-color: #00c; --jp-mirror-editor-header-color: blue; --jp-mirror-editor-quote-color: #090; --jp-mirror-editor-link-color: #00c; --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: white; /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.5; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(245, 200, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } [data-md-color-scheme=\"slate\"] .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ /* The dark theme shadows need a bit of work, but this will probably also require work on the core layout * colors used in the theme as well. */ --jp-shadow-base-lightness: 32; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-700); --jp-border-color1: var(--md-grey-700); --jp-border-color2: var(--md-grey-800); --jp-border-color3: var(--md-grey-900); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(255, 255, 255, 1); --jp-ui-font-color1: rgba(255, 255, 255, 0.87); --jp-ui-font-color2: rgba(255, 255, 255, 0.54); --jp-ui-font-color3: rgba(255, 255, 255, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(0, 0, 0, 1); --jp-ui-inverse-font-color1: rgba(0, 0, 0, 0.8); --jp-ui-inverse-font-color2: rgba(0, 0, 0, 0.5); --jp-ui-inverse-font-color3: rgba(0, 0, 0, 0.3); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(255, 255, 255, 1); --jp-content-font-color1: rgba(255, 255, 255, 1); --jp-content-font-color2: rgba(255, 255, 255, 0.7); --jp-content-font-color3: rgba(255, 255, 255, 0.5); --jp-content-link-color: var(--md-blue-300); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: #111111; --jp-layout-color1: var(--md-grey-900); --jp-layout-color2: var(--md-grey-800); --jp-layout-color3: var(--md-grey-700); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: white; --jp-inverse-layout-color1: white; --jp-inverse-layout-color2: var(--md-grey-200); --jp-inverse-layout-color3: var(--md-grey-400); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-700); --jp-brand-color1: var(--md-blue-500); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-700); --jp-accent-color1: var(--md-green-500); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-700); --jp-warn-color1: var(--md-orange-500); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-700); --jp-error-color1: var(--md-red-500); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-700); --jp-success-color1: var(--md-green-500); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-700); --jp-info-color1: var(--md-cyan-500); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--jp-layout-color1); --jp-cell-editor-border-color: var(--md-grey-700); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 1; --jp-cell-prompt-not-active-font-color: var(--md-grey-300); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: rgba(33, 150, 243, 0.24); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: rgba(244, 67, 54, 0.28); --jp-rendermime-table-row-background: var(--md-grey-900); --jp-rendermime-table-row-hover-background: rgba(3, 169, 244, 0.2); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.6); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color2); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.8); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--jp-layout-color0); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color0); --jp-input-hover-background: var(--jp-layout-color2); --jp-input-background: var(--md-grey-800); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: var(--jp-layout-color2); --jp-editor-selected-focused-background: rgba(33, 150, 243, 0.24); --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: var(--md-green-500); --jp-mirror-editor-atom-color: var(--md-blue-300); --jp-mirror-editor-number-color: var(--md-green-400); --jp-mirror-editor-def-color: var(--md-blue-600); --jp-mirror-editor-variable-color: var(--md-grey-300); --jp-mirror-editor-variable-2-color: var(--md-blue-400); --jp-mirror-editor-variable-3-color: var(--md-green-600); --jp-mirror-editor-punctuation-color: var(--md-blue-400); --jp-mirror-editor-property-color: var(--md-blue-400); --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ff7070; --jp-mirror-editor-string-2-color: var(--md-purple-300); --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: var(--md-green-600); --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: var(--md-green-700); --jp-mirror-editor-attribute-color: var(--md-blue-700); --jp-mirror-editor-header-color: var(--md-blue-500); --jp-mirror-editor-quote-color: var(--md-green-300); --jp-mirror-editor-link-color: var(--md-blue-700); --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: var(--md-grey-400); /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.6; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(255, 225, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* scrollbar related styles. Supports every browser except Edge. */ /* colors based on JetBrain's Darcula theme */ --jp-scrollbar-background-color: #3f4244; --jp-scrollbar-thumb-color: 88, 96, 97; /* need to specify thumb color as an RGB triplet */ --jp-scrollbar-endpad: 3px; /* the minimum gap between the thumb and the ends of a scrollbar */ /* hacks for setting the thumb shape. These do nothing in Firefox */ --jp-scrollbar-thumb-margin: 3.5px; /* the space in between the sides of the thumb and the track */ --jp-scrollbar-thumb-radius: 9px; /* set to a large-ish value for rounded endcaps on the thumb */ /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } :root{--md-red-50: #ffebee;--md-red-100: #ffcdd2;--md-red-200: #ef9a9a;--md-red-300: #e57373;--md-red-400: #ef5350;--md-red-500: #f44336;--md-red-600: #e53935;--md-red-700: #d32f2f;--md-red-800: #c62828;--md-red-900: #b71c1c;--md-red-A100: #ff8a80;--md-red-A200: #ff5252;--md-red-A400: #ff1744;--md-red-A700: #d50000;--md-pink-50: #fce4ec;--md-pink-100: #f8bbd0;--md-pink-200: #f48fb1;--md-pink-300: #f06292;--md-pink-400: #ec407a;--md-pink-500: #e91e63;--md-pink-600: #d81b60;--md-pink-700: #c2185b;--md-pink-800: 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#7986cb;--md-indigo-400: #5c6bc0;--md-indigo-500: #3f51b5;--md-indigo-600: #3949ab;--md-indigo-700: #303f9f;--md-indigo-800: #283593;--md-indigo-900: #1a237e;--md-indigo-A100: #8c9eff;--md-indigo-A200: #536dfe;--md-indigo-A400: #3d5afe;--md-indigo-A700: #304ffe;--md-blue-50: #e3f2fd;--md-blue-100: #bbdefb;--md-blue-200: #90caf9;--md-blue-300: #64b5f6;--md-blue-400: #42a5f5;--md-blue-500: #2196f3;--md-blue-600: #1e88e5;--md-blue-700: #1976d2;--md-blue-800: #1565c0;--md-blue-900: #0d47a1;--md-blue-A100: #82b1ff;--md-blue-A200: #448aff;--md-blue-A400: #2979ff;--md-blue-A700: #2962ff;--md-light-blue-50: #e1f5fe;--md-light-blue-100: #b3e5fc;--md-light-blue-200: #81d4fa;--md-light-blue-300: #4fc3f7;--md-light-blue-400: #29b6f6;--md-light-blue-500: #03a9f4;--md-light-blue-600: #039be5;--md-light-blue-700: #0288d1;--md-light-blue-800: #0277bd;--md-light-blue-900: #01579b;--md-light-blue-A100: #80d8ff;--md-light-blue-A200: #40c4ff;--md-light-blue-A400: #00b0ff;--md-light-blue-A700: #0091ea;--md-cyan-50: #e0f7fa;--md-cyan-100: #b2ebf2;--md-cyan-200: #80deea;--md-cyan-300: #4dd0e1;--md-cyan-400: #26c6da;--md-cyan-500: #00bcd4;--md-cyan-600: #00acc1;--md-cyan-700: #0097a7;--md-cyan-800: #00838f;--md-cyan-900: #006064;--md-cyan-A100: #84ffff;--md-cyan-A200: #18ffff;--md-cyan-A400: #00e5ff;--md-cyan-A700: #00b8d4;--md-teal-50: #e0f2f1;--md-teal-100: #b2dfdb;--md-teal-200: #80cbc4;--md-teal-300: #4db6ac;--md-teal-400: #26a69a;--md-teal-500: #009688;--md-teal-600: #00897b;--md-teal-700: #00796b;--md-teal-800: #00695c;--md-teal-900: #004d40;--md-teal-A100: #a7ffeb;--md-teal-A200: #64ffda;--md-teal-A400: #1de9b6;--md-teal-A700: #00bfa5;--md-green-50: #e8f5e9;--md-green-100: #c8e6c9;--md-green-200: #a5d6a7;--md-green-300: #81c784;--md-green-400: #66bb6a;--md-green-500: #4caf50;--md-green-600: #43a047;--md-green-700: #388e3c;--md-green-800: #2e7d32;--md-green-900: #1b5e20;--md-green-A100: #b9f6ca;--md-green-A200: #69f0ae;--md-green-A400: #00e676;--md-green-A700: #00c853;--md-light-green-50: #f1f8e9;--md-light-green-100: #dcedc8;--md-light-green-200: #c5e1a5;--md-light-green-300: #aed581;--md-light-green-400: #9ccc65;--md-light-green-500: #8bc34a;--md-light-green-600: #7cb342;--md-light-green-700: #689f38;--md-light-green-800: #558b2f;--md-light-green-900: #33691e;--md-light-green-A100: #ccff90;--md-light-green-A200: #b2ff59;--md-light-green-A400: #76ff03;--md-light-green-A700: #64dd17;--md-lime-50: #f9fbe7;--md-lime-100: #f0f4c3;--md-lime-200: #e6ee9c;--md-lime-300: #dce775;--md-lime-400: #d4e157;--md-lime-500: #cddc39;--md-lime-600: #c0ca33;--md-lime-700: #afb42b;--md-lime-800: #9e9d24;--md-lime-900: #827717;--md-lime-A100: #f4ff81;--md-lime-A200: #eeff41;--md-lime-A400: #c6ff00;--md-lime-A700: #aeea00;--md-yellow-50: #fffde7;--md-yellow-100: #fff9c4;--md-yellow-200: #fff59d;--md-yellow-300: #fff176;--md-yellow-400: #ffee58;--md-yellow-500: #ffeb3b;--md-yellow-600: #fdd835;--md-yellow-700: #fbc02d;--md-yellow-800: #f9a825;--md-yellow-900: #f57f17;--md-yellow-A100: #ffff8d;--md-yellow-A200: #ffff00;--md-yellow-A400: #ffea00;--md-yellow-A700: #ffd600;--md-amber-50: #fff8e1;--md-amber-100: #ffecb3;--md-amber-200: #ffe082;--md-amber-300: #ffd54f;--md-amber-400: #ffca28;--md-amber-500: #ffc107;--md-amber-600: #ffb300;--md-amber-700: #ffa000;--md-amber-800: #ff8f00;--md-amber-900: #ff6f00;--md-amber-A100: #ffe57f;--md-amber-A200: #ffd740;--md-amber-A400: #ffc400;--md-amber-A700: #ffab00;--md-orange-50: #fff3e0;--md-orange-100: #ffe0b2;--md-orange-200: #ffcc80;--md-orange-300: #ffb74d;--md-orange-400: #ffa726;--md-orange-500: #ff9800;--md-orange-600: #fb8c00;--md-orange-700: #f57c00;--md-orange-800: #ef6c00;--md-orange-900: #e65100;--md-orange-A100: #ffd180;--md-orange-A200: #ffab40;--md-orange-A400: #ff9100;--md-orange-A700: #ff6d00;--md-deep-orange-50: #fbe9e7;--md-deep-orange-100: #ffccbc;--md-deep-orange-200: #ffab91;--md-deep-orange-300: #ff8a65;--md-deep-orange-400: #ff7043;--md-deep-orange-500: 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sourceMappingURL=mkdocs-jupyter.css.map*/ init_mathjax = function() { if (window.MathJax) { // MathJax loaded MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: \"AMS\", useLabelIds: true } }, tex2jax: { inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ], displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ], processEscapes: true, processEnvironments: true }, displayAlign: 'center', CommonHTML: { linebreaks: { automatic: true } } }); MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]); } } init_mathjax(); Train a domain classifier on the semantic scholar dataset \u00b6 Part 2: train a model The blue boxes show the steps implemented in this notebook. In Part 1 , we have cleaned and transformed our training data. We can now access this data using great_ai.LargeFile . Locally, it will gives us the cached version, otherwise, the latest version is downloaded from S3. In this part, we hyperparameter-optimise and train a simple, Naive Bayes classifier which we then export for deployment using great_ai.save_model . Load data that has been extracted in part 1 \u00b6 In [1]: Copied! from great_ai import query_ground_truth data = query_ground_truth ( \"train\" ) X = [ d . input for d in data for domain in d . feedback ] y = [ domain for d in data for domain in d . feedback ] from great_ai import query_ground_truth data = query_ground_truth(\"train\") X = [d.input for d in data for domain in d.feedback] y = [domain for d in data for domain in d.feedback] 2022-06-25 14:50:29,879 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-06-25 14:50:29,880 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver 2022-06-25 14:50:29,881 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo 2022-06-25 14:50:29,881 | INFO | Settings: configured \u2705 2022-06-25 14:50:29,882 | INFO | \ud83d\udd29 tracing_database: MongodbDriver 2022-06-25 14:50:29,883 | INFO | \ud83d\udd29 large_file_implementation: LargeFileMongo 2022-06-25 14:50:29,883 | INFO | \ud83d\udd29 is_production: False 2022-06-25 14:50:29,884 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-06-25 14:50:29,884 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-06-25 14:50:29,885 | INFO | \ud83d\udd29 dashboard_table_size: 50 2022-06-25 14:50:29,885 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-06-25 14:50:29,885 | WARNING | > Find out more at https://se-ml.github.io/practices/ In [2]: Copied! import pandas as pd from collections import Counter import plotly.express as px df = pd . DataFrame ( Counter ( y ) . most_common (), columns = [ \"domain\" , \"count\" ]) px . bar ( df , \"domain\" , \"count\" , width = 1200 , height = 400 ) . show () import pandas as pd from collections import Counter import plotly.express as px df = pd.DataFrame(Counter(y).most_common(), columns=[\"domain\", \"count\"]) px.bar(df, \"domain\", \"count\", width=1200, height=400).show() Optimise and train Multinomial Naive Bayes classifier \u00b6 In [3]: Copied! from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline () -> Pipeline : return Pipeline ( steps = [ ( \"vectorizer\" , TfidfVectorizer ( sublinear_tf = True )), ( \"classifier\" , MultinomialNB ()), ] ) from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline() -> Pipeline: return Pipeline( steps=[ (\"vectorizer\", TfidfVectorizer(sublinear_tf=True)), (\"classifier\", MultinomialNB()), ] ) In [4]: Copied! from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV ( create_pipeline (), { \"vectorizer__min_df\" : [ 5 , 20 , 100 ], \"vectorizer__max_df\" : [ 0.05 , 0.1 ], \"classifier__alpha\" : [ 0.5 , 1 ], \"classifier__fit_prior\" : [ True , False ], }, scoring = \"f1_macro\" , cv = 3 , n_jobs =- 1 , verbose = 1 , ) optimisation_pipeline . fit ( X , y ) results = pd . DataFrame ( optimisation_pipeline . cv_results_ ) results . sort_values ( \"rank_test_score\" ) from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV( create_pipeline(), { \"vectorizer__min_df\": [5, 20, 100], \"vectorizer__max_df\": [0.05, 0.1], \"classifier__alpha\": [0.5, 1], \"classifier__fit_prior\": [True, False], }, scoring=\"f1_macro\", cv=3, n_jobs=-1, verbose=1, ) optimisation_pipeline.fit(X, y) results = pd.DataFrame(optimisation_pipeline.cv_results_) results.sort_values(\"rank_test_score\") Fitting 3 folds for each of 24 candidates, totalling 72 fits Out[4]: .dataframe tbody tr th:only-of-type { vertical-align: middle; } .dataframe tbody tr th { vertical-align: top; } .dataframe thead th { text-align: right; } mean_fit_time std_fit_time mean_score_time std_score_time param_classifier__alpha param_classifier__fit_prior param_vectorizer__max_df param_vectorizer__min_df params split0_test_score split1_test_score split2_test_score mean_test_score std_test_score rank_test_score 7 1.962260 0.147449 0.935357 0.063659 0.5 False 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.485030 0.463849 0.481840 0.476906 0.009324 1 10 1.942605 0.111027 0.952361 0.066812 0.5 False 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.482890 0.459556 0.479362 0.473936 0.010270 2 19 2.145152 0.068978 1.002291 0.047358 1 False 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.467330 0.442994 0.464302 0.458208 0.010829 3 22 1.971888 0.126950 0.739795 0.071551 1 False 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.454830 0.422902 0.450677 0.442803 0.014174 4 6 1.861275 0.013389 1.058907 0.111122 0.5 False 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.456127 0.422456 0.443827 0.440803 0.013912 5 11 1.825397 0.105754 0.892227 0.057003 0.5 False 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.438232 0.440464 0.422667 0.433788 0.007916 6 23 1.693333 0.009667 0.501491 0.006545 1 False 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.433915 0.439470 0.416031 0.429805 0.010001 7 8 2.008045 0.145330 0.944559 0.155925 0.5 False 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.436178 0.425724 0.418396 0.426766 0.007297 8 20 1.749200 0.022959 0.889532 0.047517 1 False 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.428215 0.425398 0.411051 0.421555 0.007516 9 9 1.960889 0.098004 0.985957 0.080925 0.5 False 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.430638 0.406619 0.420213 0.419157 0.009834 10 18 1.807799 0.064891 0.881872 0.030810 1 False 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.402402 0.372353 0.386189 0.386981 0.012280 11 1 2.009232 0.043125 0.899676 0.036977 0.5 True 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.389797 0.372619 0.388358 0.383591 0.007781 12 4 1.868087 0.094739 1.005353 0.101466 0.5 True 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.379323 0.364667 0.379060 0.374350 0.006848 13 21 1.958430 0.039639 0.890963 0.012546 1 False 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.366936 0.343361 0.363883 0.358060 0.010468 14 5 1.940692 0.018320 0.898865 0.030651 0.5 True 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.354850 0.349237 0.342737 0.348941 0.004950 15 2 1.855691 0.029506 0.866492 0.038048 0.5 True 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.349005 0.341832 0.328617 0.339818 0.008444 16 17 1.798559 0.103497 0.888273 0.069050 1 True 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.312332 0.297655 0.307471 0.305819 0.006104 17 14 2.016041 0.232138 0.967630 0.146144 1 True 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.304942 0.296921 0.297121 0.299661 0.003735 18 13 1.829513 0.112645 0.885848 0.027726 1 True 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.301539 0.285396 0.297272 0.294736 0.006830 19 0 1.905362 0.018052 0.885552 0.023985 0.5 True 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.295635 0.276759 0.296270 0.289555 0.009052 20 16 1.793688 0.049995 0.921301 0.060980 1 True 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.286746 0.272260 0.277084 0.278696 0.006023 21 3 2.078568 0.045549 0.963691 0.048281 0.5 True 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.276452 0.265509 0.268949 0.270303 0.004569 22 12 1.839506 0.048910 0.921812 0.010374 1 True 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.183196 0.186144 0.180323 0.183221 0.002376 23 15 1.909279 0.110639 1.056087 0.129738 1 True 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.165277 0.165840 0.167088 0.166068 0.000757 24 In [5]: Copied! from sklearn import set_config set_config ( display = \"diagram\" ) classifier = create_pipeline () classifier . set_params ( ** optimisation_pipeline . best_params_ ) classifier . fit ( X , y ) from sklearn import set_config set_config(display=\"diagram\") classifier = create_pipeline() classifier.set_params(**optimisation_pipeline.best_params_) classifier.fit(X, y) Out[5]: #sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"\u25b8\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"\u25be\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;} Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=0.5, fit_prior=False))]) In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org. Pipeline Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=0.5, fit_prior=False))]) TfidfVectorizer TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True) MultinomialNB MultinomialNB(alpha=0.5, fit_prior=False) Export the model using GreatAI \u00b6 In [6]: Copied! from great_ai import save_model save_model ( classifier , key = \"small-domain-prediction\" , keep_last_n = 5 ) from great_ai import save_model save_model(classifier, key=\"small-domain-prediction\", keep_last_n=5) 2022-06-25 14:50:53,592 | INFO | Copying file for small-domain-prediction-0 2022-06-25 14:50:53,613 | INFO | Compressing small-domain-prediction-0 2022-06-25 14:50:53,917 | INFO | Uploading /tmp/tmpvxez8op8/small-domain-prediction-0.tar.gz to Mongo (GridFS) 2022-06-25 14:50:53,972 | INFO | Uploading small-domain-prediction-0.tar.gz 0.26/1.85 MB (14.1%) 2022-06-25 14:50:53,974 | INFO | Uploading small-domain-prediction-0.tar.gz 0.52/1.85 MB (28.2%) 2022-06-25 14:50:53,975 | INFO | Uploading small-domain-prediction-0.tar.gz 0.78/1.85 MB (42.3%) 2022-06-25 14:50:53,977 | INFO | Uploading small-domain-prediction-0.tar.gz 1.04/1.85 MB (56.4%) 2022-06-25 14:50:53,979 | INFO | Uploading small-domain-prediction-0.tar.gz 1.31/1.85 MB (70.5%) 2022-06-25 14:50:53,980 | INFO | Uploading small-domain-prediction-0.tar.gz 1.57/1.85 MB (84.7%) 2022-06-25 14:50:53,982 | INFO | Uploading small-domain-prediction-0.tar.gz 1.83/1.85 MB (98.8%) 2022-06-25 14:50:53,982 | INFO | Uploading small-domain-prediction-0.tar.gz 1.85/1.85 MB (100.0%) 2022-06-25 14:50:53,985 | INFO | Model small-domain-prediction uploaded with version 0 Out[6]: 'small-domain-prediction:0' Next: Part 3 \u00b6","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/src/train/#train-a-domain-classifier-on-the-semantic-scholar-dataset","text":"Part 2: train a model The blue boxes show the steps implemented in this notebook. In Part 1 , we have cleaned and transformed our training data. We can now access this data using great_ai.LargeFile . Locally, it will gives us the cached version, otherwise, the latest version is downloaded from S3. In this part, we hyperparameter-optimise and train a simple, Naive Bayes classifier which we then export for deployment using great_ai.save_model .","title":"Train a domain classifier on the semantic scholar dataset"},{"location":"great_ai_example-main/src/train/#load-data-that-has-been-extracted-in-part-1","text":"In [1]: Copied! from great_ai import query_ground_truth data = query_ground_truth ( \"train\" ) X = [ d . input for d in data for domain in d . feedback ] y = [ domain for d in data for domain in d . feedback ] from great_ai import query_ground_truth data = query_ground_truth(\"train\") X = [d.input for d in data for domain in d.feedback] y = [domain for d in data for domain in d.feedback] 2022-06-25 14:50:29,879 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode \u203c\ufe0f 2022-06-25 14:50:29,880 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising MongodbDriver 2022-06-25 14:50:29,881 | INFO | Found credentials file (/data/projects/great_ai_example/mongo.ini), initialising LargeFileMongo 2022-06-25 14:50:29,881 | INFO | Settings: configured \u2705 2022-06-25 14:50:29,882 | INFO | \ud83d\udd29 tracing_database: MongodbDriver 2022-06-25 14:50:29,883 | INFO | \ud83d\udd29 large_file_implementation: LargeFileMongo 2022-06-25 14:50:29,883 | INFO | \ud83d\udd29 is_production: False 2022-06-25 14:50:29,884 | INFO | \ud83d\udd29 should_log_exception_stack: True 2022-06-25 14:50:29,884 | INFO | \ud83d\udd29 prediction_cache_size: 512 2022-06-25 14:50:29,885 | INFO | \ud83d\udd29 dashboard_table_size: 50 2022-06-25 14:50:29,885 | WARNING | You still need to check whether you follow all best practices before trusting your deployment. 2022-06-25 14:50:29,885 | WARNING | > Find out more at https://se-ml.github.io/practices/ In [2]: Copied! import pandas as pd from collections import Counter import plotly.express as px df = pd . DataFrame ( Counter ( y ) . most_common (), columns = [ \"domain\" , \"count\" ]) px . bar ( df , \"domain\" , \"count\" , width = 1200 , height = 400 ) . show () import pandas as pd from collections import Counter import plotly.express as px df = pd.DataFrame(Counter(y).most_common(), columns=[\"domain\", \"count\"]) px.bar(df, \"domain\", \"count\", width=1200, height=400).show()","title":"Load data that has been extracted in part 1"},{"location":"great_ai_example-main/src/train/#optimise-and-train-multinomial-naive-bayes-classifier","text":"In [3]: Copied! from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline () -> Pipeline : return Pipeline ( steps = [ ( \"vectorizer\" , TfidfVectorizer ( sublinear_tf = True )), ( \"classifier\" , MultinomialNB ()), ] ) from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline() -> Pipeline: return Pipeline( steps=[ (\"vectorizer\", TfidfVectorizer(sublinear_tf=True)), (\"classifier\", MultinomialNB()), ] ) In [4]: Copied! from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV ( create_pipeline (), { \"vectorizer__min_df\" : [ 5 , 20 , 100 ], \"vectorizer__max_df\" : [ 0.05 , 0.1 ], \"classifier__alpha\" : [ 0.5 , 1 ], \"classifier__fit_prior\" : [ True , False ], }, scoring = \"f1_macro\" , cv = 3 , n_jobs =- 1 , verbose = 1 , ) optimisation_pipeline . fit ( X , y ) results = pd . DataFrame ( optimisation_pipeline . cv_results_ ) results . sort_values ( \"rank_test_score\" ) from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV( create_pipeline(), { \"vectorizer__min_df\": [5, 20, 100], \"vectorizer__max_df\": [0.05, 0.1], \"classifier__alpha\": [0.5, 1], \"classifier__fit_prior\": [True, False], }, scoring=\"f1_macro\", cv=3, n_jobs=-1, verbose=1, ) optimisation_pipeline.fit(X, y) results = pd.DataFrame(optimisation_pipeline.cv_results_) results.sort_values(\"rank_test_score\") Fitting 3 folds for each of 24 candidates, totalling 72 fits Out[4]: .dataframe tbody tr th:only-of-type { vertical-align: middle; } .dataframe tbody tr th { vertical-align: top; } .dataframe thead th { text-align: right; } mean_fit_time std_fit_time mean_score_time std_score_time param_classifier__alpha param_classifier__fit_prior param_vectorizer__max_df param_vectorizer__min_df params split0_test_score split1_test_score split2_test_score mean_test_score std_test_score rank_test_score 7 1.962260 0.147449 0.935357 0.063659 0.5 False 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.485030 0.463849 0.481840 0.476906 0.009324 1 10 1.942605 0.111027 0.952361 0.066812 0.5 False 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.482890 0.459556 0.479362 0.473936 0.010270 2 19 2.145152 0.068978 1.002291 0.047358 1 False 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.467330 0.442994 0.464302 0.458208 0.010829 3 22 1.971888 0.126950 0.739795 0.071551 1 False 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.454830 0.422902 0.450677 0.442803 0.014174 4 6 1.861275 0.013389 1.058907 0.111122 0.5 False 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.456127 0.422456 0.443827 0.440803 0.013912 5 11 1.825397 0.105754 0.892227 0.057003 0.5 False 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.438232 0.440464 0.422667 0.433788 0.007916 6 23 1.693333 0.009667 0.501491 0.006545 1 False 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.433915 0.439470 0.416031 0.429805 0.010001 7 8 2.008045 0.145330 0.944559 0.155925 0.5 False 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.436178 0.425724 0.418396 0.426766 0.007297 8 20 1.749200 0.022959 0.889532 0.047517 1 False 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.428215 0.425398 0.411051 0.421555 0.007516 9 9 1.960889 0.098004 0.985957 0.080925 0.5 False 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.430638 0.406619 0.420213 0.419157 0.009834 10 18 1.807799 0.064891 0.881872 0.030810 1 False 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.402402 0.372353 0.386189 0.386981 0.012280 11 1 2.009232 0.043125 0.899676 0.036977 0.5 True 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.389797 0.372619 0.388358 0.383591 0.007781 12 4 1.868087 0.094739 1.005353 0.101466 0.5 True 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.379323 0.364667 0.379060 0.374350 0.006848 13 21 1.958430 0.039639 0.890963 0.012546 1 False 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.366936 0.343361 0.363883 0.358060 0.010468 14 5 1.940692 0.018320 0.898865 0.030651 0.5 True 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.354850 0.349237 0.342737 0.348941 0.004950 15 2 1.855691 0.029506 0.866492 0.038048 0.5 True 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.349005 0.341832 0.328617 0.339818 0.008444 16 17 1.798559 0.103497 0.888273 0.069050 1 True 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.312332 0.297655 0.307471 0.305819 0.006104 17 14 2.016041 0.232138 0.967630 0.146144 1 True 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.304942 0.296921 0.297121 0.299661 0.003735 18 13 1.829513 0.112645 0.885848 0.027726 1 True 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.301539 0.285396 0.297272 0.294736 0.006830 19 0 1.905362 0.018052 0.885552 0.023985 0.5 True 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.295635 0.276759 0.296270 0.289555 0.009052 20 16 1.793688 0.049995 0.921301 0.060980 1 True 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.286746 0.272260 0.277084 0.278696 0.006023 21 3 2.078568 0.045549 0.963691 0.048281 0.5 True 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.276452 0.265509 0.268949 0.270303 0.004569 22 12 1.839506 0.048910 0.921812 0.010374 1 True 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.183196 0.186144 0.180323 0.183221 0.002376 23 15 1.909279 0.110639 1.056087 0.129738 1 True 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.165277 0.165840 0.167088 0.166068 0.000757 24 In [5]: Copied! from sklearn import set_config set_config ( display = \"diagram\" ) classifier = create_pipeline () classifier . set_params ( ** optimisation_pipeline . best_params_ ) classifier . fit ( X , y ) from sklearn import set_config set_config(display=\"diagram\") classifier = create_pipeline() classifier.set_params(**optimisation_pipeline.best_params_) classifier.fit(X, y) Out[5]: #sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"\u25b8\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"\u25be\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. 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Pipeline Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=0.5, fit_prior=False))]) TfidfVectorizer TfidfVectorizer(max_df=0.05, min_df=20, sublinear_tf=True) MultinomialNB MultinomialNB(alpha=0.5, fit_prior=False)","title":"Optimise and train Multinomial Naive Bayes classifier"},{"location":"great_ai_example-main/src/train/#export-the-model-using-greatai","text":"In [6]: Copied! from great_ai import save_model save_model ( classifier , key = \"small-domain-prediction\" , keep_last_n = 5 ) from great_ai import save_model save_model(classifier, key=\"small-domain-prediction\", keep_last_n=5) 2022-06-25 14:50:53,592 | INFO | Copying file for small-domain-prediction-0 2022-06-25 14:50:53,613 | INFO | Compressing small-domain-prediction-0 2022-06-25 14:50:53,917 | INFO | Uploading /tmp/tmpvxez8op8/small-domain-prediction-0.tar.gz to Mongo (GridFS) 2022-06-25 14:50:53,972 | INFO | Uploading small-domain-prediction-0.tar.gz 0.26/1.85 MB (14.1%) 2022-06-25 14:50:53,974 | INFO | Uploading small-domain-prediction-0.tar.gz 0.52/1.85 MB (28.2%) 2022-06-25 14:50:53,975 | INFO | Uploading small-domain-prediction-0.tar.gz 0.78/1.85 MB (42.3%) 2022-06-25 14:50:53,977 | INFO | Uploading small-domain-prediction-0.tar.gz 1.04/1.85 MB (56.4%) 2022-06-25 14:50:53,979 | INFO | Uploading small-domain-prediction-0.tar.gz 1.31/1.85 MB (70.5%) 2022-06-25 14:50:53,980 | INFO | Uploading small-domain-prediction-0.tar.gz 1.57/1.85 MB (84.7%) 2022-06-25 14:50:53,982 | INFO | Uploading small-domain-prediction-0.tar.gz 1.83/1.85 MB (98.8%) 2022-06-25 14:50:53,982 | INFO | Uploading small-domain-prediction-0.tar.gz 1.85/1.85 MB (100.0%) 2022-06-25 14:50:53,985 | INFO | Model small-domain-prediction uploaded with version 0 Out[6]: 'small-domain-prediction:0'","title":"Export the model using GreatAI"},{"location":"great_ai_example-main/src/train/#next-part-3","text":"","title":"Next: Part 3"},{"location":"simple-mag/train/","text":"(function (global, factory) { typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() : typeof define === 'function' && define.amd ? define(factory) : (global = global || self, global.ClipboardCopyElement = factory()); 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These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ --jp-shadow-base-lightness: 0; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-400); --jp-border-color1: var(--md-grey-400); --jp-border-color2: var(--md-grey-300); --jp-border-color3: var(--md-grey-200); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(0, 0, 0, 1); --jp-ui-font-color1: rgba(0, 0, 0, 0.87); --jp-ui-font-color2: rgba(0, 0, 0, 0.54); --jp-ui-font-color3: rgba(0, 0, 0, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1); --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7); --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(0, 0, 0, 1); --jp-content-font-color1: rgba(0, 0, 0, 0.87); --jp-content-font-color2: rgba(0, 0, 0, 0.54); --jp-content-font-color3: rgba(0, 0, 0, 0.38); --jp-content-link-color: var(--md-blue-700); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: white; --jp-layout-color1: white; --jp-layout-color2: var(--md-grey-200); --jp-layout-color3: var(--md-grey-400); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: #111111; --jp-inverse-layout-color1: var(--md-grey-900); --jp-inverse-layout-color2: var(--md-grey-800); --jp-inverse-layout-color3: var(--md-grey-700); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-900); --jp-brand-color1: var(--md-blue-700); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-900); --jp-accent-color1: var(--md-green-700); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-900); --jp-warn-color1: var(--md-orange-700); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-900); --jp-error-color1: var(--md-red-700); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-900); --jp-success-color1: var(--md-green-700); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-900); --jp-info-color1: var(--md-cyan-700); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--md-grey-100); --jp-cell-editor-border-color: var(--md-grey-300); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 0.5; --jp-cell-prompt-not-active-font-color: var(--md-grey-700); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: var(--md-blue-50); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: #fdd; --jp-rendermime-table-row-background: var(--md-grey-100); --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.25); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color1); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.24); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--md-grey-300); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color1); --jp-input-hover-background: var(--jp-layout-color1); --jp-input-background: var(--md-grey-100); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: #d9d9d9; --jp-editor-selected-focused-background: #d7d4f0; --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: #008000; --jp-mirror-editor-atom-color: #88f; --jp-mirror-editor-number-color: #080; --jp-mirror-editor-def-color: #00f; --jp-mirror-editor-variable-color: var(--md-grey-900); --jp-mirror-editor-variable-2-color: #05a; --jp-mirror-editor-variable-3-color: #085; --jp-mirror-editor-punctuation-color: #05a; --jp-mirror-editor-property-color: #05a; --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ba2121; --jp-mirror-editor-string-2-color: #708; --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: #008000; --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: #170; --jp-mirror-editor-attribute-color: #00c; --jp-mirror-editor-header-color: blue; --jp-mirror-editor-quote-color: #090; --jp-mirror-editor-link-color: #00c; --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: white; /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.5; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(245, 200, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } [data-md-color-scheme=\"slate\"] .jupyter-wrapper { /* Elevation * * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: * * https://github.com/material-components/material-components-web * https://material-components-web.appspot.com/elevation.html */ /* The dark theme shadows need a bit of work, but this will probably also require work on the core layout * colors used in the theme as well. */ --jp-shadow-base-lightness: 32; --jp-shadow-umbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.2 ); --jp-shadow-penumbra-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.14 ); --jp-shadow-ambient-color: rgba( var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), var(--jp-shadow-base-lightness), 0.12 ); --jp-elevation-z0: none; --jp-elevation-z1: 0px 2px 1px -1px var(--jp-shadow-umbra-color), 0px 1px 1px 0px var(--jp-shadow-penumbra-color), 0px 1px 3px 0px var(--jp-shadow-ambient-color); --jp-elevation-z2: 0px 3px 1px -2px var(--jp-shadow-umbra-color), 0px 2px 2px 0px var(--jp-shadow-penumbra-color), 0px 1px 5px 0px var(--jp-shadow-ambient-color); --jp-elevation-z4: 0px 2px 4px -1px var(--jp-shadow-umbra-color), 0px 4px 5px 0px var(--jp-shadow-penumbra-color), 0px 1px 10px 0px var(--jp-shadow-ambient-color); --jp-elevation-z6: 0px 3px 5px -1px var(--jp-shadow-umbra-color), 0px 6px 10px 0px var(--jp-shadow-penumbra-color), 0px 1px 18px 0px var(--jp-shadow-ambient-color); --jp-elevation-z8: 0px 5px 5px -3px var(--jp-shadow-umbra-color), 0px 8px 10px 1px var(--jp-shadow-penumbra-color), 0px 3px 14px 2px var(--jp-shadow-ambient-color); --jp-elevation-z12: 0px 7px 8px -4px var(--jp-shadow-umbra-color), 0px 12px 17px 2px var(--jp-shadow-penumbra-color), 0px 5px 22px 4px var(--jp-shadow-ambient-color); --jp-elevation-z16: 0px 8px 10px -5px var(--jp-shadow-umbra-color), 0px 16px 24px 2px var(--jp-shadow-penumbra-color), 0px 6px 30px 5px var(--jp-shadow-ambient-color); --jp-elevation-z20: 0px 10px 13px -6px var(--jp-shadow-umbra-color), 0px 20px 31px 3px var(--jp-shadow-penumbra-color), 0px 8px 38px 7px var(--jp-shadow-ambient-color); --jp-elevation-z24: 0px 11px 15px -7px var(--jp-shadow-umbra-color), 0px 24px 38px 3px var(--jp-shadow-penumbra-color), 0px 9px 46px 8px var(--jp-shadow-ambient-color); /* Borders * * The following variables, specify the visual styling of borders in JupyterLab. */ --jp-border-width: 1px; --jp-border-color0: var(--md-grey-700); --jp-border-color1: var(--md-grey-700); --jp-border-color2: var(--md-grey-800); --jp-border-color3: var(--md-grey-900); --jp-border-radius: 2px; /* UI Fonts * * The UI font CSS variables are used for the typography all of the JupyterLab * user interface elements that are not directly user generated content. * * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-ui-font-scale-factor: 1.2; --jp-ui-font-size0: 0.83333em; --jp-ui-font-size1: 13px; /* Base font size */ --jp-ui-font-size2: 1.2em; --jp-ui-font-size3: 1.44em; --jp-ui-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Use these font colors against the corresponding main layout colors. * In a light theme, these go from dark to light. */ /* Defaults use Material Design specification */ --jp-ui-font-color0: rgba(255, 255, 255, 1); --jp-ui-font-color1: rgba(255, 255, 255, 0.87); --jp-ui-font-color2: rgba(255, 255, 255, 0.54); --jp-ui-font-color3: rgba(255, 255, 255, 0.38); /* * Use these against the brand/accent/warn/error colors. * These will typically go from light to darker, in both a dark and light theme. */ --jp-ui-inverse-font-color0: rgba(0, 0, 0, 1); --jp-ui-inverse-font-color1: rgba(0, 0, 0, 0.8); --jp-ui-inverse-font-color2: rgba(0, 0, 0, 0.5); --jp-ui-inverse-font-color3: rgba(0, 0, 0, 0.3); /* Content Fonts * * Content font variables are used for typography of user generated content. * * The font sizing here is done assuming that the body font size of --jp-content-font-size1 * is applied to a parent element. When children elements, such as headings, are sized * in em all things will be computed relative to that body size. */ --jp-content-line-height: 1.6; --jp-content-font-scale-factor: 1.2; --jp-content-font-size0: 0.83333em; --jp-content-font-size1: 14px; /* Base font size */ --jp-content-font-size2: 1.2em; --jp-content-font-size3: 1.44em; --jp-content-font-size4: 1.728em; --jp-content-font-size5: 2.0736em; /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-content-presentation-font-size1: 17px; --jp-content-heading-line-height: 1; --jp-content-heading-margin-top: 1.2em; --jp-content-heading-margin-bottom: 0.8em; --jp-content-heading-font-weight: 500; /* Defaults use Material Design specification */ --jp-content-font-color0: rgba(255, 255, 255, 1); --jp-content-font-color1: rgba(255, 255, 255, 1); --jp-content-font-color2: rgba(255, 255, 255, 0.7); --jp-content-font-color3: rgba(255, 255, 255, 0.5); --jp-content-link-color: var(--md-blue-300); --jp-content-font-family: -apple-system, BlinkMacSystemFont, \"Segoe UI\", Helvetica, Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\"; /* * Code Fonts * * Code font variables are used for typography of code and other monospaces content. */ --jp-code-font-size: 13px; --jp-code-line-height: 1.3077; /* 17px for 13px base */ --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ --jp-code-font-family-default: Menlo, Consolas, \"DejaVu Sans Mono\", monospace; --jp-code-font-family: var(--jp-code-font-family-default); /* This gives a magnification of about 125% in presentation mode over normal. */ --jp-code-presentation-font-size: 16px; /* may need to tweak cursor width if you change font size */ --jp-code-cursor-width0: 1.4px; --jp-code-cursor-width1: 2px; --jp-code-cursor-width2: 4px; /* Layout * * The following are the main layout colors use in JupyterLab. In a light * theme these would go from light to dark. */ --jp-layout-color0: #111111; --jp-layout-color1: var(--md-grey-900); --jp-layout-color2: var(--md-grey-800); --jp-layout-color3: var(--md-grey-700); --jp-layout-color4: var(--md-grey-600); /* Inverse Layout * * The following are the inverse layout colors use in JupyterLab. In a light * theme these would go from dark to light. */ --jp-inverse-layout-color0: white; --jp-inverse-layout-color1: white; --jp-inverse-layout-color2: var(--md-grey-200); --jp-inverse-layout-color3: var(--md-grey-400); --jp-inverse-layout-color4: var(--md-grey-600); /* Brand/accent */ --jp-brand-color0: var(--md-blue-700); --jp-brand-color1: var(--md-blue-500); --jp-brand-color2: var(--md-blue-300); --jp-brand-color3: var(--md-blue-100); --jp-brand-color4: var(--md-blue-50); --jp-accent-color0: var(--md-green-700); --jp-accent-color1: var(--md-green-500); --jp-accent-color2: var(--md-green-300); --jp-accent-color3: var(--md-green-100); /* State colors (warn, error, success, info) */ --jp-warn-color0: var(--md-orange-700); --jp-warn-color1: var(--md-orange-500); --jp-warn-color2: var(--md-orange-300); --jp-warn-color3: var(--md-orange-100); --jp-error-color0: var(--md-red-700); --jp-error-color1: var(--md-red-500); --jp-error-color2: var(--md-red-300); --jp-error-color3: var(--md-red-100); --jp-success-color0: var(--md-green-700); --jp-success-color1: var(--md-green-500); --jp-success-color2: var(--md-green-300); --jp-success-color3: var(--md-green-100); --jp-info-color0: var(--md-cyan-700); --jp-info-color1: var(--md-cyan-500); --jp-info-color2: var(--md-cyan-300); --jp-info-color3: var(--md-cyan-100); /* Cell specific styles */ --jp-cell-padding: 5px; --jp-cell-collapser-width: 8px; --jp-cell-collapser-min-height: 20px; --jp-cell-collapser-not-active-hover-opacity: 0.6; --jp-cell-editor-background: var(--jp-layout-color1); --jp-cell-editor-border-color: var(--md-grey-700); --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-cell-editor-active-background: var(--jp-layout-color0); --jp-cell-editor-active-border-color: var(--jp-brand-color1); --jp-cell-prompt-width: 64px; --jp-cell-prompt-font-family: var(--jp-code-font-family-default); --jp-cell-prompt-letter-spacing: 0px; --jp-cell-prompt-opacity: 1; --jp-cell-prompt-not-active-opacity: 1; --jp-cell-prompt-not-active-font-color: var(--md-grey-300); /* A custom blend of MD grey and blue 600 * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ --jp-cell-inprompt-font-color: #307fc1; /* A custom blend of MD grey and orange 600 * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ --jp-cell-outprompt-font-color: #bf5b3d; /* Notebook specific styles */ --jp-notebook-padding: 10px; --jp-notebook-select-background: var(--jp-layout-color1); --jp-notebook-multiselected-color: rgba(33, 150, 243, 0.24); /* The scroll padding is calculated to fill enough space at the bottom of the notebook to show one single-line cell (with appropriate padding) at the top when the notebook is scrolled all the way to the bottom. We also subtract one pixel so that no scrollbar appears if we have just one single-line cell in the notebook. This padding is to enable a 'scroll past end' feature in a notebook. */ --jp-notebook-scroll-padding: calc( 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - var(--jp-code-padding) - var(--jp-cell-padding) - 1px ); /* Rendermime styles */ --jp-rendermime-error-background: rgba(244, 67, 54, 0.28); --jp-rendermime-table-row-background: var(--md-grey-900); --jp-rendermime-table-row-hover-background: rgba(3, 169, 244, 0.2); /* Dialog specific styles */ --jp-dialog-background: rgba(0, 0, 0, 0.6); /* Console specific styles */ --jp-console-padding: 10px; /* Toolbar specific styles */ --jp-toolbar-border-color: var(--jp-border-color2); --jp-toolbar-micro-height: 8px; --jp-toolbar-background: var(--jp-layout-color1); --jp-toolbar-box-shadow: 0px 0px 2px 0px rgba(0, 0, 0, 0.8); --jp-toolbar-header-margin: 4px 4px 0px 4px; --jp-toolbar-active-background: var(--jp-layout-color0); /* Statusbar specific styles */ --jp-statusbar-height: 24px; /* Input field styles */ --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); --jp-input-active-background: var(--jp-layout-color0); --jp-input-hover-background: var(--jp-layout-color2); --jp-input-background: var(--md-grey-800); --jp-input-border-color: var(--jp-border-color1); --jp-input-active-border-color: var(--jp-brand-color1); --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); /* General editor styles */ --jp-editor-selected-background: var(--jp-layout-color2); --jp-editor-selected-focused-background: rgba(33, 150, 243, 0.24); --jp-editor-cursor-color: var(--jp-ui-font-color0); /* Code mirror specific styles */ --jp-mirror-editor-keyword-color: var(--md-green-500); --jp-mirror-editor-atom-color: var(--md-blue-300); --jp-mirror-editor-number-color: var(--md-green-400); --jp-mirror-editor-def-color: var(--md-blue-600); --jp-mirror-editor-variable-color: var(--md-grey-300); --jp-mirror-editor-variable-2-color: var(--md-blue-400); --jp-mirror-editor-variable-3-color: var(--md-green-600); --jp-mirror-editor-punctuation-color: var(--md-blue-400); --jp-mirror-editor-property-color: var(--md-blue-400); --jp-mirror-editor-operator-color: #aa22ff; --jp-mirror-editor-comment-color: #408080; --jp-mirror-editor-string-color: #ff7070; --jp-mirror-editor-string-2-color: var(--md-purple-300); --jp-mirror-editor-meta-color: #aa22ff; --jp-mirror-editor-qualifier-color: #555; --jp-mirror-editor-builtin-color: var(--md-green-600); --jp-mirror-editor-bracket-color: #997; --jp-mirror-editor-tag-color: var(--md-green-700); --jp-mirror-editor-attribute-color: var(--md-blue-700); --jp-mirror-editor-header-color: var(--md-blue-500); --jp-mirror-editor-quote-color: var(--md-green-300); --jp-mirror-editor-link-color: var(--md-blue-700); --jp-mirror-editor-error-color: #f00; --jp-mirror-editor-hr-color: #999; /* Vega extension styles */ --jp-vega-background: var(--md-grey-400); /* Sidebar-related styles */ --jp-sidebar-min-width: 250px; /* Search-related styles */ --jp-search-toggle-off-opacity: 0.6; --jp-search-toggle-hover-opacity: 0.8; --jp-search-toggle-on-opacity: 1; --jp-search-selected-match-background-color: rgb(255, 225, 0); --jp-search-selected-match-color: black; --jp-search-unselected-match-background-color: var( --jp-inverse-layout-color0 ); --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); /* scrollbar related styles. Supports every browser except Edge. */ /* colors based on JetBrain's Darcula theme */ --jp-scrollbar-background-color: #3f4244; --jp-scrollbar-thumb-color: 88, 96, 97; /* need to specify thumb color as an RGB triplet */ --jp-scrollbar-endpad: 3px; /* the minimum gap between the thumb and the ends of a scrollbar */ /* hacks for setting the thumb shape. These do nothing in Firefox */ --jp-scrollbar-thumb-margin: 3.5px; /* the space in between the sides of the thumb and the track */ --jp-scrollbar-thumb-radius: 9px; /* set to a large-ish value for rounded endcaps on the thumb */ /* Icon colors that work well with light or dark backgrounds */ --jp-icon-contrast-color0: var(--md-purple-600); --jp-icon-contrast-color1: var(--md-green-600); --jp-icon-contrast-color2: var(--md-pink-600); --jp-icon-contrast-color3: var(--md-blue-600); } :root{--md-red-50: #ffebee;--md-red-100: #ffcdd2;--md-red-200: #ef9a9a;--md-red-300: #e57373;--md-red-400: #ef5350;--md-red-500: #f44336;--md-red-600: #e53935;--md-red-700: #d32f2f;--md-red-800: #c62828;--md-red-900: #b71c1c;--md-red-A100: #ff8a80;--md-red-A200: #ff5252;--md-red-A400: #ff1744;--md-red-A700: #d50000;--md-pink-50: #fce4ec;--md-pink-100: #f8bbd0;--md-pink-200: #f48fb1;--md-pink-300: #f06292;--md-pink-400: #ec407a;--md-pink-500: #e91e63;--md-pink-600: #d81b60;--md-pink-700: #c2185b;--md-pink-800: 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#7986cb;--md-indigo-400: #5c6bc0;--md-indigo-500: #3f51b5;--md-indigo-600: #3949ab;--md-indigo-700: #303f9f;--md-indigo-800: #283593;--md-indigo-900: #1a237e;--md-indigo-A100: #8c9eff;--md-indigo-A200: #536dfe;--md-indigo-A400: #3d5afe;--md-indigo-A700: #304ffe;--md-blue-50: #e3f2fd;--md-blue-100: #bbdefb;--md-blue-200: #90caf9;--md-blue-300: #64b5f6;--md-blue-400: #42a5f5;--md-blue-500: #2196f3;--md-blue-600: #1e88e5;--md-blue-700: #1976d2;--md-blue-800: #1565c0;--md-blue-900: #0d47a1;--md-blue-A100: #82b1ff;--md-blue-A200: #448aff;--md-blue-A400: #2979ff;--md-blue-A700: #2962ff;--md-light-blue-50: #e1f5fe;--md-light-blue-100: #b3e5fc;--md-light-blue-200: #81d4fa;--md-light-blue-300: #4fc3f7;--md-light-blue-400: #29b6f6;--md-light-blue-500: #03a9f4;--md-light-blue-600: #039be5;--md-light-blue-700: #0288d1;--md-light-blue-800: #0277bd;--md-light-blue-900: #01579b;--md-light-blue-A100: #80d8ff;--md-light-blue-A200: #40c4ff;--md-light-blue-A400: #00b0ff;--md-light-blue-A700: #0091ea;--md-cyan-50: #e0f7fa;--md-cyan-100: #b2ebf2;--md-cyan-200: #80deea;--md-cyan-300: #4dd0e1;--md-cyan-400: #26c6da;--md-cyan-500: #00bcd4;--md-cyan-600: #00acc1;--md-cyan-700: #0097a7;--md-cyan-800: #00838f;--md-cyan-900: #006064;--md-cyan-A100: #84ffff;--md-cyan-A200: #18ffff;--md-cyan-A400: #00e5ff;--md-cyan-A700: #00b8d4;--md-teal-50: #e0f2f1;--md-teal-100: #b2dfdb;--md-teal-200: #80cbc4;--md-teal-300: #4db6ac;--md-teal-400: #26a69a;--md-teal-500: #009688;--md-teal-600: #00897b;--md-teal-700: #00796b;--md-teal-800: #00695c;--md-teal-900: #004d40;--md-teal-A100: #a7ffeb;--md-teal-A200: #64ffda;--md-teal-A400: #1de9b6;--md-teal-A700: #00bfa5;--md-green-50: #e8f5e9;--md-green-100: #c8e6c9;--md-green-200: #a5d6a7;--md-green-300: #81c784;--md-green-400: #66bb6a;--md-green-500: #4caf50;--md-green-600: #43a047;--md-green-700: #388e3c;--md-green-800: #2e7d32;--md-green-900: #1b5e20;--md-green-A100: #b9f6ca;--md-green-A200: #69f0ae;--md-green-A400: #00e676;--md-green-A700: #00c853;--md-light-green-50: #f1f8e9;--md-light-green-100: #dcedc8;--md-light-green-200: #c5e1a5;--md-light-green-300: #aed581;--md-light-green-400: #9ccc65;--md-light-green-500: #8bc34a;--md-light-green-600: #7cb342;--md-light-green-700: #689f38;--md-light-green-800: #558b2f;--md-light-green-900: #33691e;--md-light-green-A100: #ccff90;--md-light-green-A200: #b2ff59;--md-light-green-A400: #76ff03;--md-light-green-A700: #64dd17;--md-lime-50: #f9fbe7;--md-lime-100: #f0f4c3;--md-lime-200: #e6ee9c;--md-lime-300: #dce775;--md-lime-400: #d4e157;--md-lime-500: #cddc39;--md-lime-600: #c0ca33;--md-lime-700: #afb42b;--md-lime-800: #9e9d24;--md-lime-900: #827717;--md-lime-A100: #f4ff81;--md-lime-A200: #eeff41;--md-lime-A400: #c6ff00;--md-lime-A700: #aeea00;--md-yellow-50: #fffde7;--md-yellow-100: #fff9c4;--md-yellow-200: #fff59d;--md-yellow-300: #fff176;--md-yellow-400: #ffee58;--md-yellow-500: #ffeb3b;--md-yellow-600: #fdd835;--md-yellow-700: #fbc02d;--md-yellow-800: #f9a825;--md-yellow-900: #f57f17;--md-yellow-A100: #ffff8d;--md-yellow-A200: #ffff00;--md-yellow-A400: #ffea00;--md-yellow-A700: #ffd600;--md-amber-50: #fff8e1;--md-amber-100: #ffecb3;--md-amber-200: #ffe082;--md-amber-300: #ffd54f;--md-amber-400: #ffca28;--md-amber-500: #ffc107;--md-amber-600: #ffb300;--md-amber-700: #ffa000;--md-amber-800: #ff8f00;--md-amber-900: #ff6f00;--md-amber-A100: #ffe57f;--md-amber-A200: #ffd740;--md-amber-A400: #ffc400;--md-amber-A700: #ffab00;--md-orange-50: #fff3e0;--md-orange-100: #ffe0b2;--md-orange-200: #ffcc80;--md-orange-300: #ffb74d;--md-orange-400: #ffa726;--md-orange-500: #ff9800;--md-orange-600: #fb8c00;--md-orange-700: #f57c00;--md-orange-800: #ef6c00;--md-orange-900: #e65100;--md-orange-A100: #ffd180;--md-orange-A200: #ffab40;--md-orange-A400: #ff9100;--md-orange-A700: #ff6d00;--md-deep-orange-50: #fbe9e7;--md-deep-orange-100: #ffccbc;--md-deep-orange-200: #ffab91;--md-deep-orange-300: #ff8a65;--md-deep-orange-400: #ff7043;--md-deep-orange-500: 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sourceMappingURL=mkdocs-jupyter.css.map*/ init_mathjax = function() { if (window.MathJax) { // MathJax loaded MathJax.Hub.Config({ TeX: { equationNumbers: { autoNumber: \"AMS\", useLabelIds: true } }, tex2jax: { inlineMath: [ ['$','$'], [\"\\\\(\",\"\\\\)\"] ], displayMath: [ ['$$','$$'], [\"\\\\[\",\"\\\\]\"] ], processEscapes: true, processEnvironments: true }, displayAlign: 'center', CommonHTML: { linebreaks: { automatic: true } } }); MathJax.Hub.Queue([\"Typeset\", MathJax.Hub]); } } init_mathjax(); Train a field of study (domain) classification of sentences on the MAG dataset \u00b6 SciBERT achieves an F1-score of 0.6571 on this dataset. This notebook shows that better results can be achieved without even using transformers. In [1]: Copied! import json from typing import Tuple from great_ai.utilities import clean , parallel_map from tqdm.cli import tqdm def preprocess ( line : str ) -> Tuple [ str , str ]: data_point = json . loads ( line ) return ( clean ( data_point [ \"text\" ], convert_to_ascii = True ), data_point [ \"label\" ]) with open ( \"mag/train.txt\" , encoding = \"utf-8\" ) as f : training_data = list ( tqdm ( parallel_map ( preprocess , f . readlines ()))) X_train = [ d [ 0 ] for d in training_data ] y_train = [ d [ 1 ] for d in training_data ] with open ( \"mag/test.txt\" , encoding = \"utf-8\" ) as f : test_data = list ( tqdm ( parallel_map ( preprocess , f . readlines ()))) X_test = [ d [ 0 ] for d in test_data ] y_test = [ d [ 1 ] for d in test_data ] import json from typing import Tuple from great_ai.utilities import clean, parallel_map from tqdm.cli import tqdm def preprocess(line: str) -> Tuple[str, str]: data_point = json.loads(line) return (clean(data_point[\"text\"], convert_to_ascii=True), data_point[\"label\"]) with open(\"mag/train.txt\", encoding=\"utf-8\") as f: training_data = list(tqdm(parallel_map(preprocess, f.readlines()))) X_train = [d[0] for d in training_data] y_train = [d[1] for d in training_data] with open(\"mag/test.txt\", encoding=\"utf-8\") as f: test_data = list(tqdm(parallel_map(preprocess, f.readlines()))) X_test = [d[0] for d in test_data] y_test = [d[1] for d in test_data] 84000it [00:09, 8647.60it/s] 22399it [00:03, 6368.63it/s] In [2]: Copied! import pandas as pd from collections import Counter import plotly.express as px df = pd . DataFrame ( Counter ( y_train ) . most_common (), columns = [ \"domain\" , \"count\" ]) px . bar ( df , \"domain\" , \"count\" , width = 1200 , height = 400 ) . show () import pandas as pd from collections import Counter import plotly.express as px df = pd.DataFrame(Counter(y_train).most_common(), columns=[\"domain\", \"count\"]) px.bar(df, \"domain\", \"count\", width=1200, height=400).show() In [3]: Copied! from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline () -> Pipeline : return Pipeline ( steps = [ ( \"vectorizer\" , TfidfVectorizer ( sublinear_tf = True )), ( \"classifier\" , MultinomialNB ()), ] ) from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline() -> Pipeline: return Pipeline( steps=[ (\"vectorizer\", TfidfVectorizer(sublinear_tf=True)), (\"classifier\", MultinomialNB()), ] ) In [4]: Copied! from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV ( create_pipeline (), { \"vectorizer__min_df\" : [ 5 , 20 , 100 ], \"vectorizer__max_df\" : [ 0.05 , 0.1 ], \"classifier__alpha\" : [ 0.5 , 1 ], \"classifier__fit_prior\" : [ True , False ], }, scoring = \"f1_macro\" , cv = 3 , n_jobs =- 1 , verbose = 1 , ) optimisation_pipeline . fit ( X_train , y_train ) results = pd . DataFrame ( optimisation_pipeline . cv_results_ ) results . sort_values ( \"rank_test_score\" ) from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV( create_pipeline(), { \"vectorizer__min_df\": [5, 20, 100], \"vectorizer__max_df\": [0.05, 0.1], \"classifier__alpha\": [0.5, 1], \"classifier__fit_prior\": [True, False], }, scoring=\"f1_macro\", cv=3, n_jobs=-1, verbose=1, ) optimisation_pipeline.fit(X_train, y_train) results = pd.DataFrame(optimisation_pipeline.cv_results_) results.sort_values(\"rank_test_score\") Fitting 3 folds for each of 24 candidates, totalling 72 fits Out[4]: .dataframe tbody tr th:only-of-type { vertical-align: middle; } .dataframe tbody tr th { vertical-align: top; } .dataframe thead th { text-align: right; } mean_fit_time std_fit_time mean_score_time std_score_time param_classifier__alpha param_classifier__fit_prior param_vectorizer__max_df param_vectorizer__min_df params split0_test_score split1_test_score split2_test_score mean_test_score std_test_score rank_test_score 12 1.227354 0.011710 0.652844 0.040511 1 True 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.677283 0.670398 0.665671 0.671118 0.004768 1 15 1.279783 0.037969 0.634761 0.068606 1 True 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.676970 0.670244 0.666123 0.671112 0.004470 2 18 1.332854 0.171405 0.743611 0.109792 1 False 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.675678 0.669321 0.665305 0.670101 0.004271 3 21 1.253222 0.072134 0.612344 0.016771 1 False 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.675569 0.669482 0.665225 0.670092 0.004245 4 3 1.472035 0.080849 0.654935 0.044302 0.5 True 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.675225 0.668912 0.665652 0.669930 0.003974 5 0 1.380641 0.054306 0.739966 0.053385 0.5 True 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.675264 0.668781 0.665394 0.669813 0.004095 6 9 1.284987 0.113903 0.696876 0.003757 0.5 False 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.674199 0.668005 0.664456 0.668887 0.004026 7 6 1.291148 0.101837 0.686561 0.083989 0.5 False 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.673996 0.668048 0.664572 0.668872 0.003891 8 13 1.268873 0.042412 0.645649 0.022738 1 True 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.656459 0.647433 0.644864 0.649585 0.004972 9 16 1.147120 0.009335 0.599006 0.045637 1 True 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.656196 0.646960 0.645436 0.649530 0.004754 10 4 1.186988 0.057330 0.642233 0.078248 0.5 True 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.654424 0.644690 0.644991 0.648035 0.004519 11 1 1.413231 0.153288 0.765960 0.099535 0.5 True 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.654622 0.644901 0.644425 0.647983 0.004699 12 19 1.193013 0.079000 0.691768 0.027448 1 False 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.655125 0.645586 0.643166 0.647959 0.005163 13 22 1.043618 0.098733 0.450375 0.061660 1 False 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.654254 0.645409 0.643514 0.647726 0.004680 14 7 1.301459 0.062143 0.660748 0.056054 0.5 False 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.652727 0.643691 0.642749 0.646389 0.004498 15 10 1.433934 0.155240 0.636608 0.024064 0.5 False 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.652290 0.642975 0.643421 0.646229 0.004290 16 14 1.325535 0.073539 0.672542 0.085835 1 True 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.587097 0.577411 0.580170 0.581560 0.004075 17 17 1.237677 0.070063 0.651091 0.102538 1 True 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.585713 0.577197 0.580763 0.581224 0.003492 18 2 1.394873 0.105286 0.637073 0.041708 0.5 True 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.586346 0.576987 0.579852 0.581062 0.003915 19 5 1.270732 0.013414 0.620984 0.025393 0.5 True 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.585634 0.576217 0.580320 0.580723 0.003855 20 20 1.177219 0.039633 0.586308 0.044247 1 False 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.581096 0.572833 0.576280 0.576736 0.003389 21 8 1.165583 0.046999 0.603675 0.031774 0.5 False 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.580841 0.572391 0.575731 0.576321 0.003475 22 23 0.907388 0.121543 0.354655 0.023775 1 False 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.579769 0.572373 0.576699 0.576280 0.003034 23 11 1.210845 0.041339 0.653606 0.028117 0.5 False 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.579743 0.571607 0.576352 0.575901 0.003337 24 In [5]: Copied! from sklearn import set_config set_config ( display = \"diagram\" ) classifier = create_pipeline () classifier . set_params ( ** optimisation_pipeline . best_params_ ) classifier . fit ( X_train , y_train ) from sklearn import set_config set_config(display=\"diagram\") classifier = create_pipeline() classifier.set_params(**optimisation_pipeline.best_params_) classifier.fit(X_train, y_train) Out[5]: #sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"\u25b8\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"\u25be\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;} Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=5, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=1))]) In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org. Pipeline Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=5, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=1))]) TfidfVectorizer TfidfVectorizer(max_df=0.05, min_df=5, sublinear_tf=True) MultinomialNB MultinomialNB(alpha=1) In [6]: Copied! from sklearn import metrics import matplotlib.pyplot as plt y_predicted = classifier . predict ( X_test ) % matplotlib inline plt . rcParams [ \"figure.figsize\" ] = ( 30 , 15 ) plt . rcParams [ \"figure.facecolor\" ] = \"white\" plt . rcParams [ \"font.size\" ] = 12 plt . rcParams [ \"axes.xmargin\" ] = 0 print ( metrics . classification_report ( y_test , y_predicted , digits = 4 )) metrics . ConfusionMatrixDisplay . from_predictions ( y_true = y_test , y_pred = y_predicted , xticks_rotation = \"vertical\" , normalize = \"pred\" , values_format = \".2f\" , ) None from sklearn import metrics import matplotlib.pyplot as plt y_predicted = classifier.predict(X_test) %matplotlib inline plt.rcParams[\"figure.figsize\"] = (30, 15) plt.rcParams[\"figure.facecolor\"] = \"white\" plt.rcParams[\"font.size\"] = 12 plt.rcParams[\"axes.xmargin\"] = 0 print(metrics.classification_report(y_test, y_predicted, digits=4)) metrics.ConfusionMatrixDisplay.from_predictions( y_true=y_test, y_pred=y_predicted, xticks_rotation=\"vertical\", normalize=\"pred\", values_format=\".2f\", ) None precision recall f1-score support business 0.6412 0.7258 0.6808 3198 economics 0.6635 0.7146 0.6881 3189 geography 0.7461 0.6791 0.7111 3207 medicine 0.8806 0.9021 0.8912 3187 politics 0.5563 0.5895 0.5724 3169 psychology 0.7654 0.6811 0.7208 3252 sociology 0.5165 0.4698 0.4921 3197 accuracy 0.6803 22399 macro avg 0.6814 0.6803 0.6795 22399 weighted avg 0.6817 0.6803 0.6796 22399","title":"Train a field of study (domain) classification of sentences on the MAG dataset"},{"location":"simple-mag/train/#train-a-field-of-study-domain-classification-of-sentences-on-the-mag-dataset","text":"SciBERT achieves an F1-score of 0.6571 on this dataset. This notebook shows that better results can be achieved without even using transformers. In [1]: Copied! import json from typing import Tuple from great_ai.utilities import clean , parallel_map from tqdm.cli import tqdm def preprocess ( line : str ) -> Tuple [ str , str ]: data_point = json . loads ( line ) return ( clean ( data_point [ \"text\" ], convert_to_ascii = True ), data_point [ \"label\" ]) with open ( \"mag/train.txt\" , encoding = \"utf-8\" ) as f : training_data = list ( tqdm ( parallel_map ( preprocess , f . readlines ()))) X_train = [ d [ 0 ] for d in training_data ] y_train = [ d [ 1 ] for d in training_data ] with open ( \"mag/test.txt\" , encoding = \"utf-8\" ) as f : test_data = list ( tqdm ( parallel_map ( preprocess , f . readlines ()))) X_test = [ d [ 0 ] for d in test_data ] y_test = [ d [ 1 ] for d in test_data ] import json from typing import Tuple from great_ai.utilities import clean, parallel_map from tqdm.cli import tqdm def preprocess(line: str) -> Tuple[str, str]: data_point = json.loads(line) return (clean(data_point[\"text\"], convert_to_ascii=True), data_point[\"label\"]) with open(\"mag/train.txt\", encoding=\"utf-8\") as f: training_data = list(tqdm(parallel_map(preprocess, f.readlines()))) X_train = [d[0] for d in training_data] y_train = [d[1] for d in training_data] with open(\"mag/test.txt\", encoding=\"utf-8\") as f: test_data = list(tqdm(parallel_map(preprocess, f.readlines()))) X_test = [d[0] for d in test_data] y_test = [d[1] for d in test_data] 84000it [00:09, 8647.60it/s] 22399it [00:03, 6368.63it/s] In [2]: Copied! import pandas as pd from collections import Counter import plotly.express as px df = pd . DataFrame ( Counter ( y_train ) . most_common (), columns = [ \"domain\" , \"count\" ]) px . bar ( df , \"domain\" , \"count\" , width = 1200 , height = 400 ) . show () import pandas as pd from collections import Counter import plotly.express as px df = pd.DataFrame(Counter(y_train).most_common(), columns=[\"domain\", \"count\"]) px.bar(df, \"domain\", \"count\", width=1200, height=400).show() In [3]: Copied! from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline () -> Pipeline : return Pipeline ( steps = [ ( \"vectorizer\" , TfidfVectorizer ( sublinear_tf = True )), ( \"classifier\" , MultinomialNB ()), ] ) from sklearn.naive_bayes import MultinomialNB from sklearn.pipeline import Pipeline from sklearn.feature_extraction.text import TfidfVectorizer def create_pipeline() -> Pipeline: return Pipeline( steps=[ (\"vectorizer\", TfidfVectorizer(sublinear_tf=True)), (\"classifier\", MultinomialNB()), ] ) In [4]: Copied! from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV ( create_pipeline (), { \"vectorizer__min_df\" : [ 5 , 20 , 100 ], \"vectorizer__max_df\" : [ 0.05 , 0.1 ], \"classifier__alpha\" : [ 0.5 , 1 ], \"classifier__fit_prior\" : [ True , False ], }, scoring = \"f1_macro\" , cv = 3 , n_jobs =- 1 , verbose = 1 , ) optimisation_pipeline . fit ( X_train , y_train ) results = pd . DataFrame ( optimisation_pipeline . cv_results_ ) results . sort_values ( \"rank_test_score\" ) from sklearn.model_selection import GridSearchCV optimisation_pipeline = GridSearchCV( create_pipeline(), { \"vectorizer__min_df\": [5, 20, 100], \"vectorizer__max_df\": [0.05, 0.1], \"classifier__alpha\": [0.5, 1], \"classifier__fit_prior\": [True, False], }, scoring=\"f1_macro\", cv=3, n_jobs=-1, verbose=1, ) optimisation_pipeline.fit(X_train, y_train) results = pd.DataFrame(optimisation_pipeline.cv_results_) results.sort_values(\"rank_test_score\") Fitting 3 folds for each of 24 candidates, totalling 72 fits Out[4]: .dataframe tbody tr th:only-of-type { vertical-align: middle; } .dataframe tbody tr th { vertical-align: top; } .dataframe thead th { text-align: right; } mean_fit_time std_fit_time mean_score_time std_score_time param_classifier__alpha param_classifier__fit_prior param_vectorizer__max_df param_vectorizer__min_df params split0_test_score split1_test_score split2_test_score mean_test_score std_test_score rank_test_score 12 1.227354 0.011710 0.652844 0.040511 1 True 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.677283 0.670398 0.665671 0.671118 0.004768 1 15 1.279783 0.037969 0.634761 0.068606 1 True 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.676970 0.670244 0.666123 0.671112 0.004470 2 18 1.332854 0.171405 0.743611 0.109792 1 False 0.05 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.675678 0.669321 0.665305 0.670101 0.004271 3 21 1.253222 0.072134 0.612344 0.016771 1 False 0.1 5 {'classifier__alpha': 1, 'classifier__fit_prio... 0.675569 0.669482 0.665225 0.670092 0.004245 4 3 1.472035 0.080849 0.654935 0.044302 0.5 True 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.675225 0.668912 0.665652 0.669930 0.003974 5 0 1.380641 0.054306 0.739966 0.053385 0.5 True 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.675264 0.668781 0.665394 0.669813 0.004095 6 9 1.284987 0.113903 0.696876 0.003757 0.5 False 0.1 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.674199 0.668005 0.664456 0.668887 0.004026 7 6 1.291148 0.101837 0.686561 0.083989 0.5 False 0.05 5 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.673996 0.668048 0.664572 0.668872 0.003891 8 13 1.268873 0.042412 0.645649 0.022738 1 True 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.656459 0.647433 0.644864 0.649585 0.004972 9 16 1.147120 0.009335 0.599006 0.045637 1 True 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.656196 0.646960 0.645436 0.649530 0.004754 10 4 1.186988 0.057330 0.642233 0.078248 0.5 True 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.654424 0.644690 0.644991 0.648035 0.004519 11 1 1.413231 0.153288 0.765960 0.099535 0.5 True 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.654622 0.644901 0.644425 0.647983 0.004699 12 19 1.193013 0.079000 0.691768 0.027448 1 False 0.05 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.655125 0.645586 0.643166 0.647959 0.005163 13 22 1.043618 0.098733 0.450375 0.061660 1 False 0.1 20 {'classifier__alpha': 1, 'classifier__fit_prio... 0.654254 0.645409 0.643514 0.647726 0.004680 14 7 1.301459 0.062143 0.660748 0.056054 0.5 False 0.05 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.652727 0.643691 0.642749 0.646389 0.004498 15 10 1.433934 0.155240 0.636608 0.024064 0.5 False 0.1 20 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.652290 0.642975 0.643421 0.646229 0.004290 16 14 1.325535 0.073539 0.672542 0.085835 1 True 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.587097 0.577411 0.580170 0.581560 0.004075 17 17 1.237677 0.070063 0.651091 0.102538 1 True 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.585713 0.577197 0.580763 0.581224 0.003492 18 2 1.394873 0.105286 0.637073 0.041708 0.5 True 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.586346 0.576987 0.579852 0.581062 0.003915 19 5 1.270732 0.013414 0.620984 0.025393 0.5 True 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.585634 0.576217 0.580320 0.580723 0.003855 20 20 1.177219 0.039633 0.586308 0.044247 1 False 0.05 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.581096 0.572833 0.576280 0.576736 0.003389 21 8 1.165583 0.046999 0.603675 0.031774 0.5 False 0.05 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.580841 0.572391 0.575731 0.576321 0.003475 22 23 0.907388 0.121543 0.354655 0.023775 1 False 0.1 100 {'classifier__alpha': 1, 'classifier__fit_prio... 0.579769 0.572373 0.576699 0.576280 0.003034 23 11 1.210845 0.041339 0.653606 0.028117 0.5 False 0.1 100 {'classifier__alpha': 0.5, 'classifier__fit_pr... 0.579743 0.571607 0.576352 0.575901 0.003337 24 In [5]: Copied! from sklearn import set_config set_config ( display = \"diagram\" ) classifier = create_pipeline () classifier . set_params ( ** optimisation_pipeline . best_params_ ) classifier . fit ( X_train , y_train ) from sklearn import set_config set_config(display=\"diagram\") classifier = create_pipeline() classifier.set_params(**optimisation_pipeline.best_params_) classifier.fit(X_train, y_train) Out[5]: #sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"\u25b8\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"\u25be\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;} Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=5, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=1))]) In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org. Pipeline Pipeline(steps=[('vectorizer', TfidfVectorizer(max_df=0.05, min_df=5, sublinear_tf=True)), ('classifier', MultinomialNB(alpha=1))]) TfidfVectorizer TfidfVectorizer(max_df=0.05, min_df=5, sublinear_tf=True) MultinomialNB MultinomialNB(alpha=1) In [6]: Copied! from sklearn import metrics import matplotlib.pyplot as plt y_predicted = classifier . predict ( X_test ) % matplotlib inline plt . rcParams [ \"figure.figsize\" ] = ( 30 , 15 ) plt . rcParams [ \"figure.facecolor\" ] = \"white\" plt . rcParams [ \"font.size\" ] = 12 plt . rcParams [ \"axes.xmargin\" ] = 0 print ( metrics . classification_report ( y_test , y_predicted , digits = 4 )) metrics . ConfusionMatrixDisplay . from_predictions ( y_true = y_test , y_pred = y_predicted , xticks_rotation = \"vertical\" , normalize = \"pred\" , values_format = \".2f\" , ) None from sklearn import metrics import matplotlib.pyplot as plt y_predicted = classifier.predict(X_test) %matplotlib inline plt.rcParams[\"figure.figsize\"] = (30, 15) plt.rcParams[\"figure.facecolor\"] = \"white\" plt.rcParams[\"font.size\"] = 12 plt.rcParams[\"axes.xmargin\"] = 0 print(metrics.classification_report(y_test, y_predicted, digits=4)) metrics.ConfusionMatrixDisplay.from_predictions( y_true=y_test, y_pred=y_predicted, xticks_rotation=\"vertical\", normalize=\"pred\", values_format=\".2f\", ) None precision recall f1-score support business 0.6412 0.7258 0.6808 3198 economics 0.6635 0.7146 0.6881 3189 geography 0.7461 0.6791 0.7111 3207 medicine 0.8806 0.9021 0.8912 3187 politics 0.5563 0.5895 0.5724 3169 psychology 0.7654 0.6811 0.7208 3252 sociology 0.5165 0.4698 0.4921 3197 accuracy 0.6803 22399 macro avg 0.6814 0.6803 0.6795 22399 weighted avg 0.6817 0.6803 0.6796 22399","title":"Train a field of study (domain) classification of sentences on the MAG dataset"}]} \ No newline at end of file diff --git a/simple-mag/__pycache__/__deploy__.cpython-310.pyc b/simple-mag/__pycache__/__deploy__.cpython-310.pyc deleted file mode 100644 index 5cb8396f69d011fc79ab70b8851bd0937aaef64d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3455 zcmZ`*TW=f372cU$E|*J+qNs~4$98DPNz1mT+Vt{LRfub&Hzcl6r)jXYyIJlGsipQp z&kSvepn$Y;pISZiA4rb|0`&jPLtok#y%k7-0u5~SoFVCp9PeUgXJ%*4ZO-}5DHaxd z3!dNp=`7oCveQzNlTdDL&|;Tu?q7KX{E-#%@%l#)j4I0e1Un;8r<#qY>71= zmktQNL7gwMnW>!C1<15F+>^R3RnYHu$9A7=4W^LW*dLer&xCpc_9au+~*=6?jF>2i67YA>% zE1MR(YDVwC=$aY53nR;n-rKZzi#Lz1@O6Ifm>v+I(i~hJyn}Q04fajeX5Tt20X1^h zwDxyS(C)X}M0!?+ZuJj&Z8efgtNs*(?*E>CZ!k(5ak;e`yK6|S0MW4F~OkcR>CG7M+ij zbwrrMN{UXbsec{Y`_6<6Z04<7N6y6QlVh@9GAk8WDNRbpgpqY?-&L+EPuv5-d{%vo zr)!7yepz`3*1k6>-?Hw1c#rN^_Wg-Bs2usKI;SzHO@NYGnD~sYfS<7iR)1_Mmo2ge zeCyBmE#kiCvNVpZNolZzybo;jG~l>&Xnc+}C-$G|y2X|c?PJhRHQ5T%Le9AJ04%Xn z5`QJIa@TtB0ru_H@n8HFJa?vd*HYWOCF6wW3LT_1z1ddLGe43XJf(%V(lLjAW9;8b z(Wzu>1ZPs*mxz`eWvw*X0WaJx3f4*_Y=Y|(@H@&|pS^aMpG^r0xG?L4K{swB`NJqp zSPRaLGLUCn{rw-J>*E{OgM0G6w$OJP;0)kiDpW-nfz(OhKjg70L^9?=`|-@rxrmYO z{J}AWb{CrTpo2>XbAmDG?Gya@!~)vnp*Rm?)BW#<8!S@M#!wUkpf5N27!}u}WP|TU z*)ZjDLnip$2t&q)X|WfEo#CGLHq$8UvS{l)WQ9CEYuuWJNjSA_XEQD0D3x0pF5UE-7@{JOZ?OEl{YFdKiMYY5}dmYW-1vk2B&#}FV&Y2>lID$Cb1b!*I-~Y zb@vH`sWsCK{fPh?3$z62Xw)L&j27Y={QW7CLd((5SFHB3rh;o*j=BObJE-OWwk(v2 z52das5#_R1h)gfcwF9s0M%tByP@L%s&mmj{z^_1(h{PD3+Kq-oo-<*P)ia^NWvEL6 zY|FGgPKLo!54?IL3>1e*HPovJx$|WdM1}<<3vvSm%-U742s}gsyCv)peuElF2FGJA zB?#orj!W&&B!+Ad)Vh!!!kHN8>JrkE460@&OmfC|b=7FrP0~c|ow1v)&$XXM5nh74 z1>H4&jW)>&S)(qk5tmR>Cq8~DHXr8nv}SvRe&sx)Rp&p>Gq*wi?L2i(&!4Bnq4cR^ ziys3a?S&y`wJ-!QXg(Nmu^0A@u|g$AY8zI|kOV~%OH5Q!onRq^pft@&aCjGz6*%r| zu7lT#`RU6hbS8dFQ`dPZdVx^M!0nT{>zoZ39%&}3&!Yv_E8>pz3;HG=3=D7-`fF~V1-!Vd_u)~&$|f}Ri))eu-NI1Ho>u>t$V zyV$*n=_g1QmAUXLTeR16w%1@{*w$y52XOMx6154*?FmH@W>)+KY@8}=&w_8LN%VEf z{tk9Zygh(EyY|c_?lbLYkpduBY0}khlACIZo?sB4pv#Zzy`&GJ(t(eJY@DAwFPbTX)L z_8<-+h8A~W(~b;9p-laxD>*;_q(|Vq0BLdrafzT1DL|S9;3yCd+t)-JK0!n7KoKbN z&Tv*23N&)iG+8W+lFkScccKz54dQ5T{=*=MK@8y{(K2?JF||8QbASR$XgdLPp2rM= zL>P*n;I8tFvDm_ygE>@_PXli+jAAtcr2)eXOoZJ?#oIx3sxH)!oQdzlnV>P>8iKO@ z989tF;$k4h;uUFk_O*wp(p5yPWVolcq2{cMQ6A#mK{WQ0SbHMAgT<@VrJ(?+_3FGv znAXA}02jchUb_idV1#AsM-hbh?yW>Z?YgHMJyB%lN~U$Le94_mwP3QUw+SWdDCJvN zOvq26^A>BQMlKS^_5qD3bxsk7UTL)P%=-cEs?j>FlNG=#&vu{I+`8ifZsFTN4150i IUpfE!Kht7~_5c6? 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        + + + Last update: + July 8, 2022 + + + +
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        +
        + + + + + + + + \ No newline at end of file diff --git a/simple-mag/train.ipynb b/simple-mag/train/train.ipynb similarity index 95% rename from simple-mag/train.ipynb rename to simple-mag/train/train.ipynb index 55d403d..cb4f991 100644 --- a/simple-mag/train.ipynb +++ b/simple-mag/train/train.ipynb @@ -19,49 +19,16 @@ "name": "stderr", "output_type": "stream", "text": [ - "\u001b[38;5;39m2022-06-20 14:33:17,570 | INFO | Starting parallel map (concurrency: 12, chunk size: 700)\u001b[0m\n" + "84000it [00:09, 8647.60it/s] \n", + "22399it [00:03, 6368.63it/s]\n" ] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "e6f76bf83615422cb4352dcb3af48a26", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/84000 [00:00 Tuple[str, str]:\n", @@ -71,14 +38,14 @@ "\n", "\n", "with open(\"mag/train.txt\", encoding=\"utf-8\") as f:\n", - " training_data = parallel_map(preprocess, f.readlines())\n", + " training_data = list(tqdm(parallel_map(preprocess, f.readlines())))\n", "\n", "X_train = [d[0] for d in training_data]\n", "y_train = [d[1] for d in training_data]\n", "\n", "\n", "with open(\"mag/test.txt\", encoding=\"utf-8\") as f:\n", - " test_data = parallel_map(preprocess, f.readlines())\n", + " test_data = list(tqdm(parallel_map(preprocess, f.readlines())))\n", "\n", "X_test = [d[0] for d in test_data]\n", "y_test = [d[1] for d in test_data]" @@ -1070,10 +1037,10 @@ " \n", " \n", " 12\n", - " 1.172014\n", - " 0.033318\n", - " 0.625773\n", - " 0.013720\n", + " 1.227354\n", + " 0.011710\n", + " 0.652844\n", + " 0.040511\n", " 1\n", " True\n", " 0.05\n", @@ -1088,10 +1055,10 @@ " \n", " \n", " 15\n", - " 1.201231\n", - " 0.016728\n", - " 0.613568\n", - " 0.013720\n", + " 1.279783\n", + " 0.037969\n", + " 0.634761\n", + " 0.068606\n", " 1\n", " True\n", " 0.1\n", @@ -1106,10 +1073,10 @@ " \n", " \n", " 18\n", - " 1.211270\n", - " 0.036636\n", - " 0.670754\n", - " 0.076857\n", + " 1.332854\n", + " 0.171405\n", + " 0.743611\n", + " 0.109792\n", " 1\n", " False\n", " 0.05\n", @@ -1124,10 +1091,10 @@ " \n", " \n", " 21\n", - " 1.165763\n", - " 0.061206\n", - " 0.549646\n", - " 0.046776\n", + " 1.253222\n", + " 0.072134\n", + " 0.612344\n", + " 0.016771\n", " 1\n", " False\n", " 0.1\n", @@ -1142,10 +1109,10 @@ " \n", " \n", " 3\n", - " 1.277603\n", - " 0.127785\n", - " 0.650135\n", - " 0.023038\n", + " 1.472035\n", + " 0.080849\n", + " 0.654935\n", + " 0.044302\n", " 0.5\n", " True\n", " 0.1\n", @@ -1160,10 +1127,10 @@ " \n", " \n", " 0\n", - " 1.118055\n", - " 0.058978\n", - " 0.622284\n", - " 0.014230\n", + " 1.380641\n", + " 0.054306\n", + " 0.739966\n", + " 0.053385\n", " 0.5\n", " True\n", " 0.05\n", @@ -1178,10 +1145,10 @@ " \n", " \n", " 9\n", - " 1.166192\n", - " 0.044232\n", - " 0.619351\n", - " 0.024824\n", + " 1.284987\n", + " 0.113903\n", + " 0.696876\n", + " 0.003757\n", " 0.5\n", " False\n", " 0.1\n", @@ -1196,10 +1163,10 @@ " \n", " \n", " 6\n", - " 1.233377\n", - " 0.063715\n", - " 0.666418\n", - " 0.061664\n", + " 1.291148\n", + " 0.101837\n", + " 0.686561\n", + " 0.083989\n", " 0.5\n", " False\n", " 0.05\n", @@ -1214,10 +1181,10 @@ " \n", " \n", " 13\n", - " 1.245147\n", - " 0.089528\n", - " 0.645836\n", - " 0.006279\n", + " 1.268873\n", + " 0.042412\n", + " 0.645649\n", + " 0.022738\n", " 1\n", " True\n", " 0.05\n", @@ -1232,10 +1199,10 @@ " \n", " \n", " 16\n", - " 1.145362\n", - " 0.071149\n", - " 0.637540\n", - " 0.028854\n", + " 1.147120\n", + " 0.009335\n", + " 0.599006\n", + " 0.045637\n", " 1\n", " True\n", " 0.1\n", @@ -1250,10 +1217,10 @@ " \n", " \n", " 4\n", - " 1.179663\n", - " 0.046808\n", - " 0.598699\n", - " 0.035973\n", + " 1.186988\n", + " 0.057330\n", + " 0.642233\n", + " 0.078248\n", " 0.5\n", " True\n", " 0.1\n", @@ -1268,10 +1235,10 @@ " \n", " \n", " 1\n", - " 1.097773\n", - " 0.005871\n", - " 0.596514\n", - " 0.025899\n", + " 1.413231\n", + " 0.153288\n", + " 0.765960\n", + " 0.099535\n", " 0.5\n", " True\n", " 0.05\n", @@ -1286,10 +1253,10 @@ " \n", " \n", " 19\n", - " 1.161582\n", - " 0.040011\n", - " 0.586831\n", - " 0.006144\n", + " 1.193013\n", + " 0.079000\n", + " 0.691768\n", + " 0.027448\n", " 1\n", " False\n", " 0.05\n", @@ -1304,10 +1271,10 @@ " \n", " \n", " 22\n", - " 1.106277\n", - " 0.060809\n", - " 0.371986\n", - " 0.014114\n", + " 1.043618\n", + " 0.098733\n", + " 0.450375\n", + " 0.061660\n", " 1\n", " False\n", " 0.1\n", @@ -1322,10 +1289,10 @@ " \n", " \n", " 7\n", - " 1.217713\n", - " 0.044787\n", - " 0.587896\n", - " 0.024613\n", + " 1.301459\n", + " 0.062143\n", + " 0.660748\n", + " 0.056054\n", " 0.5\n", " False\n", " 0.05\n", @@ -1340,10 +1307,10 @@ " \n", " \n", " 10\n", - " 1.176654\n", - " 0.045971\n", - " 0.628005\n", - " 0.082375\n", + " 1.433934\n", + " 0.155240\n", + " 0.636608\n", + " 0.024064\n", " 0.5\n", " False\n", " 0.1\n", @@ -1358,10 +1325,10 @@ " \n", " \n", " 14\n", - " 1.207308\n", - " 0.080923\n", - " 0.610284\n", - " 0.039157\n", + " 1.325535\n", + " 0.073539\n", + " 0.672542\n", + " 0.085835\n", " 1\n", " True\n", " 0.05\n", @@ -1376,10 +1343,10 @@ " \n", " \n", " 17\n", - " 1.201498\n", - " 0.035161\n", - " 0.574234\n", - " 0.019247\n", + " 1.237677\n", + " 0.070063\n", + " 0.651091\n", + " 0.102538\n", " 1\n", " True\n", " 0.1\n", @@ -1394,10 +1361,10 @@ " \n", " \n", " 2\n", - " 1.157947\n", - " 0.096841\n", - " 0.586462\n", - " 0.010952\n", + " 1.394873\n", + " 0.105286\n", + " 0.637073\n", + " 0.041708\n", " 0.5\n", " True\n", " 0.05\n", @@ -1412,10 +1379,10 @@ " \n", " \n", " 5\n", - " 1.150511\n", - " 0.027807\n", - " 0.562870\n", - " 0.013724\n", + " 1.270732\n", + " 0.013414\n", + " 0.620984\n", + " 0.025393\n", " 0.5\n", " True\n", " 0.1\n", @@ -1430,10 +1397,10 @@ " \n", " \n", " 20\n", - " 1.237030\n", - " 0.006805\n", - " 0.529591\n", - " 0.064449\n", + " 1.177219\n", + " 0.039633\n", + " 0.586308\n", + " 0.044247\n", " 1\n", " False\n", " 0.05\n", @@ -1448,10 +1415,10 @@ " \n", " \n", " 8\n", - " 1.103937\n", - " 0.046513\n", - " 0.569367\n", - " 0.011001\n", + " 1.165583\n", + " 0.046999\n", + " 0.603675\n", + " 0.031774\n", " 0.5\n", " False\n", " 0.05\n", @@ -1466,10 +1433,10 @@ " \n", " \n", " 23\n", - " 1.080252\n", - " 0.040597\n", - " 0.326627\n", - " 0.002905\n", + " 0.907388\n", + " 0.121543\n", + " 0.354655\n", + " 0.023775\n", " 1\n", " False\n", " 0.1\n", @@ -1484,10 +1451,10 @@ " \n", " \n", " 11\n", - " 1.275601\n", - " 0.087971\n", - " 0.580025\n", - " 0.034914\n", + " 1.210845\n", + " 0.041339\n", + " 0.653606\n", + " 0.028117\n", " 0.5\n", " False\n", " 0.1\n", @@ -1506,30 +1473,30 @@ ], "text/plain": [ " mean_fit_time std_fit_time mean_score_time std_score_time \\\n", - "12 1.172014 0.033318 0.625773 0.013720 \n", - "15 1.201231 0.016728 0.613568 0.013720 \n", - "18 1.211270 0.036636 0.670754 0.076857 \n", - "21 1.165763 0.061206 0.549646 0.046776 \n", - "3 1.277603 0.127785 0.650135 0.023038 \n", - "0 1.118055 0.058978 0.622284 0.014230 \n", - "9 1.166192 0.044232 0.619351 0.024824 \n", - "6 1.233377 0.063715 0.666418 0.061664 \n", - "13 1.245147 0.089528 0.645836 0.006279 \n", - "16 1.145362 0.071149 0.637540 0.028854 \n", - "4 1.179663 0.046808 0.598699 0.035973 \n", - "1 1.097773 0.005871 0.596514 0.025899 \n", - "19 1.161582 0.040011 0.586831 0.006144 \n", - "22 1.106277 0.060809 0.371986 0.014114 \n", - "7 1.217713 0.044787 0.587896 0.024613 \n", - "10 1.176654 0.045971 0.628005 0.082375 \n", - "14 1.207308 0.080923 0.610284 0.039157 \n", - "17 1.201498 0.035161 0.574234 0.019247 \n", - "2 1.157947 0.096841 0.586462 0.010952 \n", - "5 1.150511 0.027807 0.562870 0.013724 \n", - "20 1.237030 0.006805 0.529591 0.064449 \n", - "8 1.103937 0.046513 0.569367 0.011001 \n", - "23 1.080252 0.040597 0.326627 0.002905 \n", - "11 1.275601 0.087971 0.580025 0.034914 \n", + "12 1.227354 0.011710 0.652844 0.040511 \n", + "15 1.279783 0.037969 0.634761 0.068606 \n", + "18 1.332854 0.171405 0.743611 0.109792 \n", + "21 1.253222 0.072134 0.612344 0.016771 \n", + "3 1.472035 0.080849 0.654935 0.044302 \n", + "0 1.380641 0.054306 0.739966 0.053385 \n", + "9 1.284987 0.113903 0.696876 0.003757 \n", + "6 1.291148 0.101837 0.686561 0.083989 \n", + "13 1.268873 0.042412 0.645649 0.022738 \n", + "16 1.147120 0.009335 0.599006 0.045637 \n", + "4 1.186988 0.057330 0.642233 0.078248 \n", + "1 1.413231 0.153288 0.765960 0.099535 \n", + "19 1.193013 0.079000 0.691768 0.027448 \n", + "22 1.043618 0.098733 0.450375 0.061660 \n", + "7 1.301459 0.062143 0.660748 0.056054 \n", + "10 1.433934 0.155240 0.636608 0.024064 \n", + "14 1.325535 0.073539 0.672542 0.085835 \n", + "17 1.237677 0.070063 0.651091 0.102538 \n", + "2 1.394873 0.105286 0.637073 0.041708 \n", + "5 1.270732 0.013414 0.620984 0.025393 \n", + "20 1.177219 0.039633 0.586308 0.044247 \n", + "8 1.165583 0.046999 0.603675 0.031774 \n", + "23 0.907388 0.121543 0.354655 0.023775 \n", + "11 1.210845 0.041339 0.653606 0.028117 \n", "\n", " param_classifier__alpha param_classifier__fit_prior \\\n", "12 1 True \n", @@ -1726,7 +1693,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": {}, "outputs": [ { diff --git a/sitemap.xml b/sitemap.xml index baeded7..3540991 100644 --- a/sitemap.xml +++ b/sitemap.xml @@ -2,32 +2,67 @@ None - 2022-07-04 + 2022-07-08 daily None - 2022-07-04 + 2022-07-08 daily None - 2022-07-04 + 2022-07-08 daily None - 2022-07-04 + 2022-07-08 daily None - 2022-07-04 + 2022-07-08 daily None - 2022-07-04 + 2022-07-08 + daily + + + None + 2022-07-08 + daily + + + None + 2022-07-08 + daily + + + None + 2022-07-08 + daily + + + None + 2022-07-08 + daily + + + None + 2022-07-08 + daily + + + None + 2022-07-08 + daily + + + None + 2022-07-08 daily \ No newline at end of file diff --git a/sitemap.xml.gz b/sitemap.xml.gz index 56c3e383202291efdc80bc0fa4c1a67a05dedc11..010251d3d2493f7caba135dc866d492fe3f0acf8 100644 GIT binary patch literal 205 zcmV;;05bm{iwFpB`Nv`c|8r?{Wo=<_E_iKh0PU4c4#FT1h4-FeU(aR6b~DOS~ZzBW0zlwQWj#y`1tru6V{C z-UJm<3foZPHpc!4Fbo3;I;u|efjHklkZl?QEGAHLz&t~##sjmOiWw*Q*;&P4RO^KZ zv2!&qXi?;Jm(y*EEZ!<6TVWe@^XkrPq0O7Y%9)AqMgHM`_|M=|OTWTD*WX%LTLS<9 DcAs7L diff --git a/tutorials/index.html b/tutorials/index.html index f17b330..568b47b 100644 --- a/tutorials/index.html +++ b/tutorials/index.html @@ -9,7 +9,7 @@ - + @@ -49,13 +49,17 @@ + - + + + + @@ -97,9 +101,76 @@ +
        + + + + + + + + + + + + + + + +
        + + + + +
        + +
        + + +
        +
        + GitHub +
        +         +
        +
    @@ -133,6 +204,18 @@ GreatAI documentation +
    + +
    + + +
    +
    + GitHub +
    +     +
    + @@ -245,14 +343,33 @@
    + + + + + + +

    Tutorials

    +
    +
    + + + Last update: + July 8, 2022 + + + +
    + +
    @@ -321,7 +438,7 @@ - + diff --git a/tutorials/tutorials.md b/tutorials/tutorials.md new file mode 100644 index 0000000..e69de29