From ef46521aaba75b217c8a1f14fc7cf18933c63f0d Mon Sep 17 00:00:00 2001 From: Maximilian Scherer Date: Wed, 10 Apr 2024 10:37:11 -0400 Subject: [PATCH 1/3] Removed old documentation --- docs/build/.buildinfo | 4 - .../MEG_source_reconstruction_coreg.png | Bin 107374 -> 0 bytes .../MEG_source_reconstruction_simplified.png | Bin 168497 -> 0 bytes .../_images/MEG_source_reconstruction_ws.png | Bin 157402 -> 0 bytes .../_images/bad_channel_identification.png | Bin 94931 -> 0 bytes docs/build/_images/blender_demo.png | Bin 482979 -> 0 bytes docs/build/_images/blender_demo2.png | Bin 158287 -> 0 bytes docs/build/_images/blender_demo3.png | Bin 825053 -> 0 bytes docs/build/_images/car.png | Bin 136932 -> 0 bytes docs/build/_images/channel_restoration.png | Bin 88837 -> 0 bytes docs/build/_images/dac.png | Bin 12974 -> 0 bytes docs/build/_images/dmi.png | Bin 263958 -> 0 bytes docs/build/_images/downsample.png | Bin 28783 -> 0 bytes docs/build/_images/filters.png | Bin 45278 -> 0 bytes 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"},Gn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Jn={entry:"(string|element|function|null)",selector:"(string|element)"};class Zn extends be{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Un}static get DefaultType(){return Gn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Jn)}_setContent(t,e,i){const n=we.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ft(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Xt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const ts=new Set(["sanitize","allowList","sanitizeFn"]),es="fade",is="show",ns=".modal",ss="hide.bs.modal",os="hover",rs="focus",as={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},ls={allowList:Yn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},cs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class hs extends ve{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return ls}static get DefaultType(){return cs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),fe.off(this._element.closest(ns),ss,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=fe.trigger(this._element,this.constructor.eventName("show")),e=(zt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),fe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(is),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._queueCallback((()=>{fe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!fe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(is),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._activeTrigger.click=!1,this._activeTrigger[rs]=!1,this._activeTrigger[os]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),fe.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(es,is),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(es),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Zn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(es)}_isShown(){return this.tip&&this.tip.classList.contains(is)}_createPopper(t){const e=Xt(this._config.placement,[this,t,this._element]),i=as[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Xt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Xt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)fe.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===os?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===os?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");fe.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?rs:os]=!0,e._enter()})),fe.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?rs:os]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},fe.on(this._element.closest(ns),ss,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=_e.getDataAttributes(this._element);for(const t of Object.keys(e))ts.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=hs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(hs);const ds={...hs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},us={...hs.DefaultType,content:"(null|string|element|function)"};class fs extends hs{static get Default(){return ds}static get DefaultType(){return us}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=fs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(fs);const ps=".bs.scrollspy",ms=`activate${ps}`,gs=`click${ps}`,_s=`load${ps}.data-api`,bs="active",vs="[href]",ys=".nav-link",ws=`${ys}, .nav-item > ${ys}, .list-group-item`,Es={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ts extends ve{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return Es}static get DefaultType(){return As}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Ht(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(fe.off(this._config.target,gs),fe.on(this._config.target,gs,vs,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=we.find(vs,this._config.target);for(const e of t){if(!e.hash||Wt(e))continue;const t=we.findOne(decodeURI(e.hash),this._element);Bt(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(bs),this._activateParents(t),fe.trigger(this._element,ms,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))we.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(bs);else for(const e of we.parents(t,".nav, .list-group"))for(const t of we.prev(e,ws))t.classList.add(bs)}_clearActiveClass(t){t.classList.remove(bs);const e=we.find(`${vs}.${bs}`,t);for(const t of e)t.classList.remove(bs)}static jQueryInterface(t){return this.each((function(){const e=Ts.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(window,_s,(()=>{for(const t of we.find('[data-bs-spy="scroll"]'))Ts.getOrCreateInstance(t)})),Qt(Ts);const Cs=".bs.tab",Os=`hide${Cs}`,xs=`hidden${Cs}`,ks=`show${Cs}`,Ls=`shown${Cs}`,Ss=`click${Cs}`,Ds=`keydown${Cs}`,$s=`load${Cs}`,Is="ArrowLeft",Ns="ArrowRight",Ps="ArrowUp",Ms="ArrowDown",js="Home",Fs="End",Hs="active",Bs="fade",Ws="show",zs=".dropdown-toggle",Rs=`:not(${zs})`,qs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Vs=`.nav-link${Rs}, .list-group-item${Rs}, [role="tab"]${Rs}, ${qs}`,Ys=`.${Hs}[data-bs-toggle="tab"], .${Hs}[data-bs-toggle="pill"], .${Hs}[data-bs-toggle="list"]`;class Ks extends ve{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),fe.on(this._element,Ds,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?fe.trigger(e,Os,{relatedTarget:t}):null;fe.trigger(t,ks,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Hs),this._activate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),fe.trigger(t,Ls,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Bs)))}_deactivate(t,e){t&&(t.classList.remove(Hs),t.blur(),this._deactivate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),fe.trigger(t,xs,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Bs)))}_keydown(t){if(![Is,Ns,Ps,Ms,js,Fs].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!Wt(t)));let i;if([js,Fs].includes(t.key))i=e[t.key===js?0:e.length-1];else{const n=[Ns,Ms].includes(t.key);i=Gt(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Ks.getOrCreateInstance(i).show())}_getChildren(){return we.find(Vs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=we.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=we.findOne(t,i);s&&s.classList.toggle(n,e)};n(zs,Hs),n(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Hs)}_getInnerElement(t){return t.matches(Vs)?t:we.findOne(Vs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Ks.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(document,Ss,qs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this)||Ks.getOrCreateInstance(this).show()})),fe.on(window,$s,(()=>{for(const t of we.find(Ys))Ks.getOrCreateInstance(t)})),Qt(Ks);const Qs=".bs.toast",Xs=`mouseover${Qs}`,Us=`mouseout${Qs}`,Gs=`focusin${Qs}`,Js=`focusout${Qs}`,Zs=`hide${Qs}`,to=`hidden${Qs}`,eo=`show${Qs}`,io=`shown${Qs}`,no="hide",so="show",oo="showing",ro={animation:"boolean",autohide:"boolean",delay:"number"},ao={animation:!0,autohide:!0,delay:5e3};class lo extends ve{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return ao}static get DefaultType(){return ro}static get 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(element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n });\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref) {\n var name = _ref.name,\n _ref$options = _ref.options,\n options = _ref$options === void 0 ? {} : _ref$options,\n effect = _ref.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.3.2 (https://getbootstrap.com/)\n * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n const instanceMap = elementMap.get(element);\n\n // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n instanceMap.set(key, instance);\n },\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n return null;\n },\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key);\n\n // free up element references if there are no instances left for an element\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend';\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n if (selector && window.CSS && window.CSS.escape) {\n // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`);\n }\n return selector;\n};\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n return prefix;\n};\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n }\n\n // Get transition-duration of the element\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay);\n\n // Return 0 if element or transition duration is not found\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n }\n\n // If multiple durations are defined, take the first\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n return typeof object.nodeType !== 'undefined';\n};\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(parseSelector(object));\n }\n return null;\n};\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible';\n // Handle `details` element as its content may falsie appear visible when it is closed\n const closedDetails = element.closest('details:not([open])');\n if (!closedDetails) {\n return elementIsVisible;\n }\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n if (summary === null) {\n return false;\n }\n }\n return elementIsVisible;\n};\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n if (element.classList.contains('disabled')) {\n return true;\n }\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n }\n\n // Can find the shadow root otherwise it'll return the document\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n if (element instanceof ShadowRoot) {\n return element;\n }\n\n // when we don't find a shadow root\n if (!element.parentNode) {\n return null;\n }\n return findShadowRoot(element.parentNode);\n};\nconst noop = () => {};\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\n\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n return null;\n};\nconst DOMContentLoadedCallbacks = [];\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\nconst isRTL = () => document.documentElement.dir === 'rtl';\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue;\n};\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement);\n\n // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n index += shouldGetNext ? 1 : -1;\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n return fn.apply(element, [event]);\n };\n}\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n hydrateObj(event, {\n delegateTarget: target\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n return fn.apply(target, [event]);\n }\n }\n };\n}\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string';\n // TODO: tooltip passes `false` instead of selector, so we need to check\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n return [isDelegated, callable, typeEvent];\n}\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n\n // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n callable = wrapFunction(callable);\n }\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n if (!fn) {\n return;\n }\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n const evt = hydrateObj(new Event(event, {\n bubbles,\n cancelable: true\n }), args);\n if (defaultPrevented) {\n evt.preventDefault();\n }\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n return evt;\n }\n};\nfunction hydrateObj(obj, meta = {}) {\n for (const [key, value] of Object.entries(meta)) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n get() {\n return value;\n }\n });\n }\n }\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n if (value === 'false') {\n return false;\n }\n if (value === Number(value).toString()) {\n return Number(value);\n }\n if (value === '' || value === 'null') {\n return null;\n }\n if (typeof value !== 'string') {\n return value;\n }\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n return attributes;\n },\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n static get DefaultType() {\n return {};\n }\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n return config;\n }\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return {\n ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const [property, expectedTypes] of Object.entries(configTypes)) {\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.2';\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n if (!element) {\n return;\n }\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n }\n\n // Public\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n\n // Static\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n static get VERSION() {\n return VERSION;\n }\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href');\n\n // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n }\n\n // Just in case some CMS puts out a full URL with the anchor appended\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n selector = hrefAttribute && hrefAttribute !== '#' ? parseSelector(hrefAttribute.trim()) : null;\n }\n return selector;\n};\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n return parents;\n },\n prev(element, selector) {\n let previous = element.previousElementSibling;\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n previous = previous.previousElementSibling;\n }\n return [];\n },\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n next = next.nextElementSibling;\n }\n return [];\n },\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n },\n getSelectorFromElement(element) {\n const selector = getSelector(element);\n if (selector) {\n return SelectorEngine.findOne(selector) ? selector : null;\n }\n return null;\n },\n getElementFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.findOne(selector) : null;\n },\n getMultipleElementsFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.find(selector) : [];\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target);\n\n // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n }\n\n // Public\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n if (closeEvent.defaultPrevented) {\n return;\n }\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n }\n\n // Private\n _destroyElement() {\n this._element.remove();\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close');\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n }\n\n // Public\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n if (!element || !Swipe.isSupported()) {\n return;\n }\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n this._initEvents();\n }\n\n // Getters\n static get Default() {\n return Default$c;\n }\n static get DefaultType() {\n return DefaultType$c;\n }\n static get NAME() {\n return NAME$d;\n }\n\n // Public\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n }\n\n // Private\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n this._handleSwipe();\n execute(this._config.endCallback);\n }\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n if (!direction) {\n return;\n }\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n }\n\n // Static\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n this._addEventListeners();\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$b;\n }\n static get DefaultType() {\n return DefaultType$b;\n }\n static get NAME() {\n return NAME$c;\n }\n\n // Public\n next() {\n this._slide(ORDER_NEXT);\n }\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n prev() {\n this._slide(ORDER_PREV);\n }\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n this._clearInterval();\n }\n cycle() {\n this._clearInterval();\n this._updateInterval();\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n this.cycle();\n }\n to(index) {\n const items = this._getItems();\n if (index > items.length - 1 || index < 0) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n const activeIndex = this._getItemIndex(this._getActive());\n if (activeIndex === index) {\n return;\n }\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n this._slide(order, items[index]);\n }\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n }\n\n // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n this.pause();\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n const direction = KEY_TO_DIRECTION[event.key];\n if (direction) {\n event.preventDefault();\n this._slide(this._directionToOrder(direction));\n }\n }\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n if (!element) {\n return;\n }\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n const activeElement = this._getActive();\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n if (nextElement === activeElement) {\n return;\n }\n const nextElementIndex = this._getItemIndex(nextElement);\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n const slideEvent = triggerEvent(EVENT_SLIDE);\n if (slideEvent.defaultPrevented) {\n return;\n }\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // TODO: change tests that use empty divs to avoid this check\n return;\n }\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n this._setActiveIndicatorElement(nextElementIndex);\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n if (isCycling) {\n this.cycle();\n }\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n if (slideIndex) {\n carousel.to(slideIndex);\n carousel._maybeEnableCycle();\n return;\n }\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n carousel._maybeEnableCycle();\n return;\n }\n carousel.prev();\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n for (const elem of toggleList) {\n const selector = SelectorEngine.getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n this._initializeChildren();\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n if (this._config.toggle) {\n this.toggle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$a;\n }\n static get DefaultType() {\n return DefaultType$a;\n }\n static get NAME() {\n return NAME$b;\n }\n\n // Public\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n let activeChildren = [];\n\n // find active children\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n const dimension = this._getDimension();\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.style[dimension] = 0;\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n this._queueCallback(complete, this._element, true);\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n const dimension = this._getDimension();\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n for (const trigger of this._triggerArray) {\n const element = SelectorEngine.getElementFromSelector(trigger);\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n this._element.style[dimension] = '';\n this._queueCallback(complete, this._element, true);\n }\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n }\n\n // Private\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n config.parent = getElement(config.parent);\n return config;\n }\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n for (const element of children) {\n const selected = SelectorEngine.getElementFromSelector(element);\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent);\n // remove children if greater depth\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n }\n\n // Static\n static jQueryInterface(config) {\n const _config = {};\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n }\n\n // Getters\n static get Default() {\n return Default$9;\n }\n static get DefaultType() {\n return DefaultType$9;\n }\n static get NAME() {\n return NAME$a;\n }\n\n // Public\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n if (showEvent.defaultPrevented) {\n return;\n }\n this._createPopper();\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n this._element.focus();\n this._element.setAttribute('aria-expanded', true);\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n this._element.classList.add(CLASS_NAME_SHOW$6);\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n this._completeHide(relatedTarget);\n }\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n super.dispose();\n }\n update() {\n this._inNavbar = this._detectNavbar();\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Private\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n if (this._popper) {\n this._popper.destroy();\n }\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n this._element.setAttribute('aria-expanded', 'false');\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n _getConfig(config) {\n config = super._getConfig(config);\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n return config;\n }\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n let referenceElement = this._element;\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n const popperConfig = this._getPopperConfig();\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n _getPlacement() {\n const parentDropdown = this._parent;\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n }\n\n // We need to trim the value because custom properties can also include spaces\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n };\n\n // Disable Popper if we have a static display or Dropdown is in Navbar\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // TODO: v6 remove\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n if (!items.length) {\n return;\n }\n\n // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n if (!context || context._config.autoClose === false) {\n continue;\n }\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n }\n\n // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n const relatedTarget = {\n relatedTarget: context._element\n };\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n context._completeHide(relatedTarget);\n }\n }\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n if (isInput && !isEscapeEvent) {\n return;\n }\n event.preventDefault();\n\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n instance._selectMenuItem(event);\n return;\n }\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n};\n\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n }\n\n // Getters\n static get Default() {\n return Default$8;\n }\n static get DefaultType() {\n return DefaultType$8;\n }\n static get NAME() {\n return NAME$9;\n }\n\n // Public\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._append();\n const element = this._getElement();\n if (this._config.isAnimated) {\n reflow(element);\n }\n element.classList.add(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n dispose() {\n if (!this._isAppended) {\n return;\n }\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n this._element.remove();\n this._isAppended = false;\n }\n\n // Private\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n this._element = backdrop;\n }\n return this._element;\n }\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n _append() {\n if (this._isAppended) {\n return;\n }\n const element = this._getElement();\n this._config.rootElement.append(element);\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n};\n\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n }\n\n // Getters\n static get Default() {\n return Default$7;\n }\n static get DefaultType() {\n return DefaultType$7;\n }\n static get NAME() {\n return NAME$8;\n }\n\n // Public\n activate() {\n if (this._isActive) {\n return;\n }\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n deactivate() {\n if (!this._isActive) {\n return;\n }\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n }\n\n // Private\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n const elements = SelectorEngine.focusableChildren(trapElement);\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n }\n\n // Public\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n hide() {\n const width = this.getWidth();\n this._disableOverFlow();\n // give padding to element to balance the hidden scrollbar width\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n isOverflowing() {\n return this.getWidth() > 0;\n }\n\n // Private\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n this._element.style.overflow = 'hidden';\n }\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n this._saveInitialAttribute(element, styleProperty);\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty);\n // We only want to remove the property if the value is `null`; the value can also be zero\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$6;\n }\n static get DefaultType() {\n return DefaultType$6;\n }\n static get NAME() {\n return NAME$7;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._isTransitioning = true;\n this._scrollBar.hide();\n document.body.classList.add(CLASS_NAME_OPEN);\n this._adjustDialog();\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._isShown = false;\n this._isTransitioning = true;\n this._focustrap.deactivate();\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n dispose() {\n EventHandler.off(window, EVENT_KEY$4);\n EventHandler.off(this._dialog, EVENT_KEY$4);\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n handleUpdate() {\n this._adjustDialog();\n }\n\n // Private\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n this._element.style.display = 'block';\n this._element.removeAttribute('aria-hidden');\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_SHOW$4);\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n return;\n }\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n _hideModal() {\n this._element.style.display = 'none';\n this._element.setAttribute('aria-hidden', true);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n this._isTransitioning = false;\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n this._resetAdjustments();\n this._scrollBar.reset();\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n if (hideEvent.defaultPrevented) {\n return;\n }\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY;\n // return if the following background transition hasn't yet completed\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n this._element.classList.add(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n this._element.focus();\n }\n\n /**\n * The following methods are used to handle overflowing modals\n */\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const scrollbarWidth = this._scrollBar.getWidth();\n const isBodyOverflowing = scrollbarWidth > 0;\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n }\n\n // Static\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](relatedTarget);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n });\n\n // avoid conflict when clicking modal toggler while another one is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$5;\n }\n static get DefaultType() {\n return DefaultType$5;\n }\n static get NAME() {\n return NAME$6;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._backdrop.show();\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n this._element.classList.add(CLASS_NAME_SHOW$3);\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n this._queueCallback(completeCallBack, this._element, true);\n }\n hide() {\n if (!this._isShown) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._focustrap.deactivate();\n this._element.blur();\n this._isShown = false;\n this._element.classList.add(CLASS_NAME_HIDING);\n this._backdrop.hide();\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n this._queueCallback(completeCallback, this._element, true);\n }\n dispose() {\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n\n // Private\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n this.hide();\n };\n\n // 'static' option will be translated to true, and booleans will keep their value\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n });\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n });\n\n // avoid conflict when clicking a toggler of an offcanvas, while another is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n div: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\n// js-docs-end allow-list\n\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i;\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue));\n }\n return true;\n }\n\n // Check if a regular expression validates the attribute.\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n }\n\n // Getters\n static get Default() {\n return Default$4;\n }\n static get DefaultType() {\n return DefaultType$4;\n }\n static get NAME() {\n return NAME$5;\n }\n\n // Public\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n hasContent() {\n return this.getContent().length > 0;\n }\n changeContent(content) {\n this._checkContent(content);\n this._config.content = {\n ...this._config.content,\n ...content\n };\n return this;\n }\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n const template = templateWrapper.children[0];\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n return template;\n }\n\n // Private\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n this._checkContent(config.content);\n }\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n if (!templateElement) {\n return;\n }\n content = this._resolvePossibleFunction(content);\n if (!content) {\n templateElement.remove();\n return;\n }\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n return;\n }\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n templateElement.textContent = content;\n }\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this]);\n }\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n templateElement.textContent = element.textContent;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 6],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n super(element, config);\n\n // Private\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null;\n\n // Protected\n this.tip = null;\n this._setListeners();\n if (!this._config.selector) {\n this._fixTitle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$3;\n }\n static get DefaultType() {\n return DefaultType$3;\n }\n static get NAME() {\n return NAME$4;\n }\n\n // Public\n enable() {\n this._isEnabled = true;\n }\n disable() {\n this._isEnabled = false;\n }\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n this._activeTrigger.click = !this._activeTrigger.click;\n if (this._isShown()) {\n this._leave();\n return;\n }\n this._enter();\n }\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n this._disposePopper();\n super.dispose();\n }\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n }\n\n // TODO: v6 remove this or make it optional\n this._disposePopper();\n const tip = this._getTipElement();\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n const {\n container\n } = this._config;\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n if (this._isHovered === false) {\n this._leave();\n }\n this._isHovered = false;\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n hide() {\n if (!this._isShown()) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n if (hideEvent.defaultPrevented) {\n return;\n }\n const tip = this._getTipElement();\n tip.classList.remove(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n if (!this._isHovered) {\n this._disposePopper();\n }\n this._element.removeAttribute('aria-describedby');\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n update() {\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Protected\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n return this.tip;\n }\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml();\n\n // TODO: remove this check in v6\n if (!tip) {\n return null;\n }\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2);\n // TODO: v6 the following can be achieved with CSS only\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n return tip;\n }\n setContent(content) {\n this._newContent = content;\n if (this._isShown()) {\n this._disposePopper();\n this.show();\n }\n }\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({\n ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n return this._templateFactory;\n }\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n }\n\n // Private\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n _createPopper(tip) {\n const placement = execute(this._config.placement, [this, tip, this._element]);\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this._element]);\n }\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n context._leave();\n });\n }\n }\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n _fixTitle() {\n const title = this._element.getAttribute('title');\n if (!title) {\n return;\n }\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n this._element.removeAttribute('title');\n }\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n this._isHovered = true;\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n this._isHovered = false;\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n config = {\n ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n return config;\n }\n _getDelegateConfig() {\n const config = {};\n for (const [key, value] of Object.entries(this._config)) {\n if (this.constructor.Default[key] !== value) {\n config[key] = value;\n }\n }\n config.selector = false;\n config.trigger = 'manual';\n\n // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n return config;\n }\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n this._popper = null;\n }\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = {\n ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = {\n ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n static get DefaultType() {\n return DefaultType$2;\n }\n static get NAME() {\n return NAME$3;\n }\n\n // Overrides\n _isWithContent() {\n return this._getTitle() || this._getContent();\n }\n\n // Private\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n\n // this._element is the observablesContainer and config.target the menu links wrapper\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n }\n\n // Getters\n static get Default() {\n return Default$1;\n }\n static get DefaultType() {\n return DefaultType$1;\n }\n static get NAME() {\n return NAME$2;\n }\n\n // Public\n refresh() {\n this._initializeTargetsAndObservables();\n this._maybeEnableSmoothScroll();\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n dispose() {\n this._observer.disconnect();\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body;\n\n // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n return config;\n }\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n }\n\n // unregister any previous listeners\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n }\n\n // Chrome 60 doesn't support `scrollTo`\n root.scrollTop = height;\n }\n });\n }\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n }\n\n // The logic of selection\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n this._process(targetElement(entry));\n };\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n this._clearActiveClass(targetElement(entry));\n continue;\n }\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop;\n // if we are scrolling down, pick the bigger offsetTop\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry);\n // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n if (!parentScrollTop) {\n return;\n }\n continue;\n }\n\n // if we are scrolling up, pick the smallest offsetTop\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element);\n\n // ensure that the observableSection exists & is visible\n if (isVisible(observableSection)) {\n this._targetLinks.set(decodeURI(anchor.hash), anchor);\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n this._clearActiveClass(this._config.target);\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n this._activateParents(target);\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both

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documents the functions offered by FiNNPy. - -.. toctree:: - :maxdepth: 2 - - basic - cfc - cleansing - file_io - filters - misc - sfc - src_rec - statistical - visualization diff --git a/docs/build/_sources/basic.rst.txt b/docs/build/_sources/basic.rst.txt deleted file mode 100644 index 7f438e5b..00000000 --- a/docs/build/_sources/basic.rst.txt +++ /dev/null @@ -1,14 +0,0 @@ - -Basic -============= - -.. automodule:: basic - :members: - -.. toctree:: - :maxdepth: 2 - - basic/car - basic/downsample - - diff --git a/docs/build/_sources/basic/car.rst.txt b/docs/build/_sources/basic/car.rst.txt deleted file mode 100644 index 2717f81e..00000000 --- a/docs/build/_sources/basic/car.rst.txt +++ /dev/null @@ -1,64 +0,0 @@ - -Common Average Re-Referencing -============================= - - -.. currentmodule:: basic.car -.. autofunction:: run - - -The following example shows how to apply car. - -.. code:: python - - import numpy as np - import finn.basic.common_average_rereferncing as car - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import random - - def main(): - #Configure sample data - channel_count = 256 - frequency = [random.randint(5, 50) for _ in range(channel_count)] - data_range = np.arange(0, 10000) - frequency_sampling = 200 - - #Configure noise data - frequency_noise = 50 - shared_noise_strength = 10 - random_noise_strength = 1 - - #Generate some sample data - raw_data = [None for _ in range(channel_count)] - for idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[idx] * data_range / frequency_sampling) - shared_noise_signal = np.sin(2 * np.pi * frequency_noise * data_range / frequency_sampling) - * shared_noise_strength - random_noise_signal = np.random.random(len(data_range)) * random_noise_strength - - raw_data[idx] = genuine_signal + shared_noise_signal + random_noise_signal - raw_data = np.asarray(raw_data) - - car_data = car.run(raw_data) - - #visualize result - (fig, axes) = plt.subplots(3, 2) - fig.suptitle("Peaks are supposedly at %i, %i and %iHz" % (frequency[0], frequency[1], frequency[2])) - for idx in range(3): - axes[idx, 0].psd(raw_data[idx, :], NFFT = frequency_sampling, Fs = frequency_sampling) - axes[idx, 1].psd(car_data[idx, :], NFFT = frequency_sampling, Fs = frequency_sampling) - - plt.show(block = True) - - main() - -While there is an artifact at 50Hz on the left side (pre car application), this artifact is gone on the right side. As this artifact was introduced by the shared reference, applying a car filter removed the artifact: - -.. image:: img/car.png - - - diff --git a/docs/build/_sources/basic/downsample.rst.txt b/docs/build/_sources/basic/downsample.rst.txt deleted file mode 100644 index eb9b98eb..00000000 --- a/docs/build/_sources/basic/downsample.rst.txt +++ /dev/null @@ -1,45 +0,0 @@ - -Downsampling -============ - - -.. currentmodule:: basic.downsampling -.. autofunction:: run - -The following code example shows how to apply downsampling. - -.. code:: python - - def main(): - #Configure sample data - channel_count = 1 - frequency = [random.randint(10, 25) for _ in range(channel_count)] - data_range = np.arange(0, 1000) - frequency_sampling = 10000 - frequency_downsampled = 1000 - - #Generate some sample data - raw_data = [None for _ in range(channel_count)] - for idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[idx] * data_range / frequency_sampling) - - raw_data[idx] = genuine_signal - raw_data = np.asarray(raw_data) - - ds_data = ds.run(raw_data[0], frequency_sampling, frequency_downsampled) - - #visualize result - plt.figure() - - plt.plot(np.arange(0, len(data_range), 1), raw_data[0], color = "red") - plt.scatter(np.arange(0, len(data_range), frequency_sampling/frequency_downsampled), ds_data, color = "blue") - plt.show(block = True) - - main() - -Applying downsampling reduced the high-density red line to the data points identified by the blue dots: - -.. image:: img/downsample.png - - - diff --git a/docs/build/_sources/cfc.rst.txt b/docs/build/_sources/cfc.rst.txt deleted file mode 100644 index cd492764..00000000 --- a/docs/build/_sources/cfc.rst.txt +++ /dev/null @@ -1,16 +0,0 @@ - -Cross frequency connectivity (cfc) -================================== - -.. automodule:: cfc - :members: - -.. toctree:: - :maxdepth: 2 - - cfc/dmi - cfc/mi - cfc/mvl - cfc/plv - - diff --git a/docs/build/_sources/cfc/dmi.rst.txt b/docs/build/_sources/cfc/dmi.rst.txt deleted file mode 100644 index e0117594..00000000 --- a/docs/build/_sources/cfc/dmi.rst.txt +++ /dev/null @@ -1,94 +0,0 @@ - -Direct Modulation Index -======================= - - -.. currentmodule:: cfc.pac -.. autofunction:: run_dmi - - -The following example shows how to apply the dmi to estimate PAC. - -.. code-block:: python - - import numpy as np - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.cfc.pac as pac - - def generate_high_frequency_signal(n, frequency_sampling, frequency_within_bursts, random_noise_strength, - offset, burst_count, burst_length): - signal = np.random.normal(0, 1, n) * random_noise_strength - - for burst_start in np.arange(offset, n, n/burst_count): - burst_end = burst_start + (burst_length/2) - signal[int(burst_start):int(burst_end)] = np.sin(2 * np.pi * frequency_within_bursts * np.arange(0, (int(burst_end) - int(burst_start))) / frequency_sampling) - - return signal - - def visualize(scores, best_fits, amplitude_signals, frequencies_between_bursts, tgt_frequency_between_bursts, high_freq_frame_offsets): - if(len(scores) < 5): - (_, axes) = plt.subplots(2, 2) - elif(len(scores) < 10): - (_, axes) = plt.subplots(3, 3) - elif(len(scores) < 17): - (_, axes) = plt.subplots(4, 4) - elif(len(scores) < 26): - (_, axes) = plt.subplots(5, 5) - else: - raise NotImplementedError - - axes = np.reshape(axes, -1) - - for (ax_idx, ax) in enumerate(axes): - ax.plot(np.arange(0, 1, 1/len(amplitude_signals[ax_idx])), amplitude_signals[ax_idx], label = "original data") - ax.plot(np.arange(0, 1, 1/len(amplitude_signals[ax_idx])), best_fits[ax_idx], label = "fitted curve") - if (frequencies_between_bursts[int(ax_idx % len(high_freq_frame_offsets))] < tgt_frequency_between_bursts): - ax.set_title("No PAC, low frequency too low. PAC score: %2.2f" % (scores[ax_idx],)) - elif (frequencies_between_bursts[int(ax_idx % len(high_freq_frame_offsets))] > tgt_frequency_between_bursts): - ax.set_title("No PAC, low frequency too high. PAC score: %2.2f" % (scores[ax_idx],)) - else: - ax.set_title("Good PAC, low frequency matches. PAC score: %2.2f" % (scores[ax_idx],)) - - def main(): - #Configure sample data - data_range = np.arange(0, 10000) - frequency_sampling = 1000 - frequencies_between_bursts = [5, 10, 15] - tgt_frequency_between_bursts = 10 - frequency_within_bursts = 200 - high_freq_frame_offsets = [0, 20, 40] - - #Configure noise data - random_noise_strength = 1 - - #Generate sample data - burst_length = frequency_sampling / tgt_frequency_between_bursts - burst_count = len(data_range) / frequency_sampling * tgt_frequency_between_bursts - - high_freq_signals = [generate_high_frequency_signal(len(data_range), frequency_sampling, frequency_within_bursts, - random_noise_strength, high_freq_frame_offset, burst_count, burst_length) for high_freq_frame_offset in high_freq_frame_offsets] - low_freq_signals = [np.sin(2 * np.pi * frequency_between_bursts * data_range / frequency_sampling) for frequency_between_bursts in frequencies_between_bursts] - - scores = list(); best_fits = list(); amplitude_signals = list() - for high_freq_signal in high_freq_signals: - for low_freq_signal in low_freq_signals: - tmp = pac.run_dmi(low_freq_signal, high_freq_signal, phase_window_half_size = 20, phase_step_width = 5) - scores.append(tmp[0]); best_fits.append(tmp[1]); amplitude_signals.append(tmp[2]) - - #visualization - visualize(scores, best_fits, amplitude_signals, frequencies_between_bursts, tgt_frequency_between_bursts, high_freq_frame_offsets) - - plt.tight_layout() - plt.legend() - figManager = plt.get_current_fig_manager() - figManager.window.showMaximized() - plt.show(block = True) - - main() - -Using the direct modulation index, PAC has been detected only where there was a match between the high frequency component and the low frequency component: - -.. image:: img/dmi.png diff --git a/docs/build/_sources/cfc/mi.rst.txt b/docs/build/_sources/cfc/mi.rst.txt deleted file mode 100644 index 435b0545..00000000 --- a/docs/build/_sources/cfc/mi.rst.txt +++ /dev/null @@ -1,75 +0,0 @@ - -Modulation Index -======================= - - -.. currentmodule:: cfc.pac -.. autofunction:: run_mi - - -The following example shows how to apply the mi to estimate PAC. - -.. code-block:: python - - import numpy as np - - import finn.cfc.pac as pac - - def generate_high_frequency_signal(n, frequency_sampling, frequency_within_bursts, random_noise_strength, - offset, burst_count, burst_length): - signal = np.random.normal(0, 1, n) * random_noise_strength - - for burst_start in np.arange(offset, n, n/burst_count): - burst_end = burst_start + (burst_length/2) - signal[int(burst_start):int(burst_end)] = np.sin(2 * np.pi * frequency_within_bursts * np.arange(0, (int(burst_end) - int(burst_start))) / frequency_sampling) - - return signal - - def main(): - #Configure sample data - data_range = np.arange(0, 10000) - frequency_sampling = 1000 - frequencies_between_bursts = [2, 5, 10, 15, 50] - tgt_frequency_between_bursts = 10 - frequency_within_bursts = 200 - high_freq_frame_offsets = [0, 20, 40] - - #Configure noise data - random_noise_strength = 0.3 - - #Generate sample data - burst_length = frequency_sampling / tgt_frequency_between_bursts - burst_count = len(data_range) / frequency_sampling * tgt_frequency_between_bursts - - high_freq_signals = [generate_high_frequency_signal(len(data_range), frequency_sampling, frequency_within_bursts, - random_noise_strength, high_freq_frame_offset, burst_count, burst_length) for high_freq_frame_offset in high_freq_frame_offsets] - low_freq_signals = [np.sin(2 * np.pi * frequency_between_bursts * data_range / frequency_sampling) for frequency_between_bursts in frequencies_between_bursts] - - scores = np.zeros((len(high_freq_signals), len(low_freq_signals))); - for (high_freq_idx, high_freq_signal) in enumerate(high_freq_signals): - for (low_freq_idx, low_freq_signal) in enumerate(low_freq_signals): - scores[high_freq_idx, low_freq_idx] = pac.run_mi(low_freq_signal, high_freq_signal, - phase_window_half_size = 20, phase_step_width = 5) - - print("target frequency: ", tgt_frequency_between_bursts) - for x in range(len(frequencies_between_bursts)): - print("%.3f" % (frequencies_between_bursts[x]), end = "\t") - print("") - for y in range(len(high_freq_frame_offsets)): - for x in range(len(frequencies_between_bursts)): - print("%.3f" % (scores[y][x],), end = "\t") - print("") - - main() - -Using the direct modulation index, PAC between the low frequency signal (2/5/10/15/50Hz) signal and the high frequency signal (10Hz amplitude modulation). - -===== ===== ===== ===== ===== -2Hz 5Hz 10Hz 15Hz 50Hz -===== ===== ===== ===== ===== -0.002 0.005 0.004 0.001 0.001 -0.003 0.004 0.006 0.001 0.001 -0.002 0.004 0.005 0.001 0.001 -===== ===== ===== ===== ===== - - diff --git a/docs/build/_sources/cfc/mvl.rst.txt b/docs/build/_sources/cfc/mvl.rst.txt deleted file mode 100644 index a29d9fa5..00000000 --- a/docs/build/_sources/cfc/mvl.rst.txt +++ /dev/null @@ -1,74 +0,0 @@ - -Mean Vector Length -======================= - - -.. currentmodule:: cfc.pac -.. autofunction:: run_mvl - - -The following example shows how to apply the mvl to estimate PAC. - -.. code-block:: python - - import numpy as np - - import finn.cfc.pac as pac - - def generate_high_frequency_signal(n, frequency_sampling, frequency_within_bursts, random_noise_strength, - offset, burst_count, burst_length): - signal = np.random.normal(0, 1, n) * random_noise_strength - - for burst_start in np.arange(offset, n, n/burst_count): - burst_end = burst_start + (burst_length/2) - signal[int(burst_start):int(burst_end)] = np.sin(2 * np.pi * frequency_within_bursts * np.arange(0, (int(burst_end) - int(burst_start))) / frequency_sampling) - - return signal - - def main(): - #Configure sample data - data_range = np.arange(0, 10000) - frequency_sampling = 1000 - frequencies_between_bursts = [2, 5, 10, 15, 50] - tgt_frequency_between_bursts = 10 - frequency_within_bursts = 200 - high_freq_frame_offsets = [0, 20, 40] - - #Configure noise data - random_noise_strength = 1 - - #Generate sample data - burst_length = frequency_sampling / tgt_frequency_between_bursts - burst_count = len(data_range) / frequency_sampling * tgt_frequency_between_bursts - - high_freq_signals = [generate_high_frequency_signal(len(data_range), frequency_sampling, frequency_within_bursts, - random_noise_strength, high_freq_frame_offset, burst_count, burst_length) for high_freq_frame_offset in high_freq_frame_offsets] - low_freq_signals = [np.sin(2 * np.pi * frequency_between_bursts * data_range / frequency_sampling) for frequency_between_bursts in frequencies_between_bursts] - - scores = np.zeros((len(high_freq_signals), len(low_freq_signals))); - for (high_freq_idx, high_freq_signal) in enumerate(high_freq_signals): - for (low_freq_idx, low_freq_signal) in enumerate(low_freq_signals): - scores[high_freq_idx, low_freq_idx] = pac.run_mvl(low_freq_signal, high_freq_signal) - - print("target frequency: ", tgt_frequency_between_bursts) - for x in range(len(frequencies_between_bursts)): - print("%.3f" % (frequencies_between_bursts[x]), end = "\t") - print("") - for y in range(len(high_freq_frame_offsets)): - for x in range(len(frequencies_between_bursts)): - print("%.3f" % (scores[y][x],), end = "\t") - print("") - - main() - -Using the direct modulation index, PAC between the low frequency signal (2/5/10/15/50Hz) signal and the high frequency signal (10Hz amplitude modulation). - -===== ===== ===== ===== ===== -2Hz 5Hz 10Hz 15Hz 50Hz -===== ===== ===== ===== ===== -0.008 0.002 0.080 0.004 0.017 -0.003 0.012 0.076 0.006 0.013 -0.005 0.005 0.074 0.008 0.015 -===== ===== ===== ===== ===== - - diff --git a/docs/build/_sources/cfc/plv.rst.txt b/docs/build/_sources/cfc/plv.rst.txt deleted file mode 100644 index 4829f885..00000000 --- a/docs/build/_sources/cfc/plv.rst.txt +++ /dev/null @@ -1,75 +0,0 @@ - -Phase Lock Value -======================= - - -.. currentmodule:: cfc.pac -.. autofunction:: run_plv - - -The following example shows how to apply the plv to estimate PAC. - -.. code-block:: python - - import numpy as np - - import finn.cfc.pac as pac - - def generate_high_frequency_signal(n, frequency_sampling, frequency_within_bursts, random_noise_strength, - offset, burst_count, burst_length): - signal = np.random.normal(0, 1, n) * random_noise_strength - - for burst_start in np.arange(offset, n, n/burst_count): - burst_end = burst_start + (burst_length/2) - signal[int(burst_start):int(burst_end)] = np.sin(2 * np.pi * frequency_within_bursts * np.arange(0, (int(burst_end) - int(burst_start))) / frequency_sampling) - - return signal - - def main(): - #Configure sample data - data_range = np.arange(0, 10000) - frequency_sampling = 1000 - frequencies_between_bursts = [2, 5, 10, 15, 50] - tgt_frequency_between_bursts = 10 - frequency_within_bursts = 200 - high_freq_frame_offsets = [0, 20, 40] - - #Configure noise data - random_noise_strength = 1 - - #Generate sample data - burst_length = frequency_sampling / tgt_frequency_between_bursts - burst_count = len(data_range) / frequency_sampling * tgt_frequency_between_bursts - - high_freq_signals = [generate_high_frequency_signal(len(data_range), frequency_sampling, frequency_within_bursts, - random_noise_strength, high_freq_frame_offset, burst_count, burst_length) for high_freq_frame_offset in high_freq_frame_offsets] - low_freq_signals = [np.sin(2 * np.pi * frequency_between_bursts * data_range / frequency_sampling) for frequency_between_bursts in frequencies_between_bursts] - - scores = np.zeros((len(high_freq_signals), len(low_freq_signals))); - for (high_freq_idx, high_freq_signal) in enumerate(high_freq_signals): - for (low_freq_idx, low_freq_signal) in enumerate(low_freq_signals): - scores[high_freq_idx, low_freq_idx] = pac.run_plv(low_freq_signal, high_freq_signal) - - print("target frequency: ", tgt_frequency_between_bursts) - for x in range(len(frequencies_between_bursts)): - print("%.3f" % (frequencies_between_bursts[x]), end = "\t") - print("") - for y in range(len(high_freq_frame_offsets)): - for x in range(len(frequencies_between_bursts)): - print("%.3f" % (scores[y][x],), end = "\t") - print("") - - main() - -Using the direct modulation index, PAC between the low frequency signal (2/5/10/15/50Hz) signal and the high frequency signal (10Hz amplitude modulation). - -====== ====== ====== ====== ====== -2Hz 5Hz 10Hz 15Hz 50Hz -====== ====== ====== ====== ====== -2.000 5.000 10.000 15.000 50.000 -0.004 0.007 0.036 0.005 0.009 -0.008 0.003 0.024 0.005 0.010 -0.003 0.004 0.029 0.006 0.003 -====== ====== ====== ====== ====== - - diff --git a/docs/build/_sources/cleansing.rst.txt b/docs/build/_sources/cleansing.rst.txt deleted file mode 100644 index a96b3f1f..00000000 --- a/docs/build/_sources/cleansing.rst.txt +++ /dev/null @@ -1,14 +0,0 @@ - -Cleansing -========= - -.. automodule:: cleansing - :members: - -.. toctree:: - :maxdepth: 2 - - cleansing/bad_channel_identification - cleansing/channel_restoration - cleansing/outlier_removal - diff --git a/docs/build/_sources/cleansing/bad_channel_identification.rst.txt b/docs/build/_sources/cleansing/bad_channel_identification.rst.txt deleted file mode 100644 index 8897584c..00000000 --- a/docs/build/_sources/cleansing/bad_channel_identification.rst.txt +++ /dev/null @@ -1,83 +0,0 @@ - -Bad channel identification -========================== - - -.. currentmodule:: cleansing.bad_channel_identification -.. autofunction:: run - -The following code example shows how to apply bad channel identification & subsequent restoration. - -.. code:: python - - import numpy as np - import random - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.cleansing.bad_channel_identification as bci - import finn.cleansing.channel_restoration as cr - - def main(): - #Configure sample data - channel_count = 64 - frequency = [random.randint(5, 50) for _ in range(channel_count)] - data_range = np.arange(0, 10000) - frequency_sampling = 200 - ch_names = ['O1', 'Oz', 'O2', 'PO9', 'PO7', 'PO3', 'POz', 'PO4', 'PO8', 'PO10', 'P9', 'P7', 'P5', 'P3', 'P1', 'Pz', 'P2', 'P4', 'P6', 'P8', 'P10', - 'TP9', 'TP7', 'CP5', 'CP3', 'CP1', 'CPz', 'CP2', 'CP4', 'CP6', 'TP8', 'TP10', 'T9', 'T7', 'C5', 'C3', 'C1', 'Cz', 'C2', 'C4', 'C6', 'T8', 'T10', - 'FT9', 'FT7', 'FC5', 'FC3', 'FC1', 'FCz', 'FC2', 'FC4', 'FC6', 'FT8', 'FT10', 'F9', 'F7', 'F5', 'F3', 'F1', 'Fz', 'F2', 'F4', 'F6', 'F8', 'F10', - 'AF9', 'AF7', 'AF3', 'AFz', 'AF4', 'AF8', 'AF10', 'Fp1', 'Fpz', 'Fp2'] - - #Configure noise data - frequency_noise = 50 - shared_noise_strength = 1 - random_noise_strength = 1 - - #Configure bad channel - bad_channel_idx = 1 - bad_channel_signal_power = 1.1 - - #Generate some sample data - raw_data = [None for _ in range(channel_count)] - for channel_idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[channel_idx] * data_range / frequency_sampling) - shared_noise_signal = np.sin(2 * np.pi * frequency_noise * data_range / frequency_sampling) * shared_noise_strength - random_noise_signal = np.random.random(len(data_range)) * random_noise_strength - - raw_data[channel_idx] = genuine_signal + shared_noise_signal + random_noise_signal - - raw_data[bad_channel_idx] = np.random.random(len(data_range)) * bad_channel_signal_power - #raw_data = np.asarray(raw_data) - - #Faulty channel gets identified - (_, invalid_list, _) = bci.run(raw_data, ch_names, [frequency_sampling for _ in range(channel_count)], [[60, 100]], broadness = 3, visual_inspection = True) - #Faulty channel gets substituted via neighbors - rest_data = cr.run(raw_data, ch_names, invalid_list) - - #visualization - channels_to_plot = 3 - (_, axes) = plt.subplots(channels_to_plot, 2) - for channel_idx in range(channels_to_plot): - axes[channel_idx, 0].plot(raw_data[channel_idx][:200]) - axes[channel_idx, 1].plot(rest_data[channel_idx][:200]) - - axes[0, 0].set_title("before correction") - axes[0, 1].set_title("after correction") - - axes[0, 0].set_ylabel("Channel #0\n"); axes[0, 0].set_yticks([-2, 0, 2]) - axes[1, 0].set_ylabel("Channel #1\n(faulty channel)"); axes[1, 0].set_yticks([-2, 0, 2]) - axes[2, 0].set_ylabel("Channel #2\n"); axes[2, 0].set_yticks([-2, 0, 2]) - - plt.show() - - main() - -Applying bad channel identification automatically selected channels whose broadband power is more than two standard deviations different from other channels. Yet, manual optimization of the selection is possible (and recommended). Manual adjustments can be performed in the screen below. - -.. image:: img/bad_channel_identification.png - - - diff --git a/docs/build/_sources/cleansing/channel_restoration.rst.txt b/docs/build/_sources/cleansing/channel_restoration.rst.txt deleted file mode 100644 index 0ca29b44..00000000 --- a/docs/build/_sources/cleansing/channel_restoration.rst.txt +++ /dev/null @@ -1,83 +0,0 @@ - -Channel restoration -========================== - - -.. currentmodule:: cleansing.channel_restoration -.. autofunction:: run - -The following code example shows how to apply bad channel identification & subsequent restoration. - -.. code:: python - - import numpy as np - import random - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.cleansing.bad_channel_identification as bci - import finn.cleansing.channel_restoration as cr - - def main(): - #Configure sample data - channel_count = 64 - frequency = [random.randint(5, 50) for _ in range(channel_count)] - data_range = np.arange(0, 10000) - frequency_sampling = 200 - ch_names = ['O1', 'Oz', 'O2', 'PO9', 'PO7', 'PO3', 'POz', 'PO4', 'PO8', 'PO10', 'P9', 'P7', 'P5', 'P3', 'P1', 'Pz', 'P2', 'P4', 'P6', 'P8', 'P10', - 'TP9', 'TP7', 'CP5', 'CP3', 'CP1', 'CPz', 'CP2', 'CP4', 'CP6', 'TP8', 'TP10', 'T9', 'T7', 'C5', 'C3', 'C1', 'Cz', 'C2', 'C4', 'C6', 'T8', 'T10', - 'FT9', 'FT7', 'FC5', 'FC3', 'FC1', 'FCz', 'FC2', 'FC4', 'FC6', 'FT8', 'FT10', 'F9', 'F7', 'F5', 'F3', 'F1', 'Fz', 'F2', 'F4', 'F6', 'F8', 'F10', - 'AF9', 'AF7', 'AF3', 'AFz', 'AF4', 'AF8', 'AF10', 'Fp1', 'Fpz', 'Fp2'] - - #Configure noise data - frequency_noise = 50 - shared_noise_strength = 1 - random_noise_strength = 1 - - #Configure bad channel - bad_channel_idx = 1 - bad_channel_signal_power = 1.1 - - #Generate some sample data - raw_data = [None for _ in range(channel_count)] - for channel_idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[channel_idx] * data_range / frequency_sampling) - shared_noise_signal = np.sin(2 * np.pi * frequency_noise * data_range / frequency_sampling) * shared_noise_strength - random_noise_signal = np.random.random(len(data_range)) * random_noise_strength - - raw_data[channel_idx] = genuine_signal + shared_noise_signal + random_noise_signal - - raw_data[bad_channel_idx] = np.random.random(len(data_range)) * bad_channel_signal_power - #raw_data = np.asarray(raw_data) - - #Faulty channel gets identified - (_, invalid_list, _) = bci.run(raw_data, ch_names, [frequency_sampling for _ in range(channel_count)], [[60, 100]], broadness = 3, visual_inspection = True) - #Faulty channel gets substituted via neighbors - rest_data = cr.run(raw_data, ch_names, invalid_list) - - #visualization - channels_to_plot = 3 - (_, axes) = plt.subplots(channels_to_plot, 2) - for channel_idx in range(channels_to_plot): - axes[channel_idx, 0].plot(raw_data[channel_idx][:200]) - axes[channel_idx, 1].plot(rest_data[channel_idx][:200]) - - axes[0, 0].set_title("before correction") - axes[0, 1].set_title("after correction") - - axes[0, 0].set_ylabel("Channel #0\n"); axes[0, 0].set_yticks([-2, 0, 2]) - axes[1, 0].set_ylabel("Channel #1\n(faulty channel)"); axes[1, 0].set_yticks([-2, 0, 2]) - axes[2, 0].set_ylabel("Channel #2\n"); axes[2, 0].set_yticks([-2, 0, 2]) - - plt.show() - - main() - -Having identified bad channels, those got restored by averaging activity from their neighbors. - -.. image:: img/channel_restoration.png - - - diff --git a/docs/build/_sources/cleansing/outlier_removal.rst.txt b/docs/build/_sources/cleansing/outlier_removal.rst.txt deleted file mode 100644 index 0254e21e..00000000 --- a/docs/build/_sources/cleansing/outlier_removal.rst.txt +++ /dev/null @@ -1,60 +0,0 @@ - -Outlier removal -=============== - - -.. currentmodule:: cleansing.outlier_removal -.. autofunction:: run - -The following code example shows how to apply statistical outlier removal. - -.. code:: python - - import numpy as np - import random - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.cleansing.outlier_removal as om - - def main(): - #Configure sample data - channel_count = 32 - data_range = 100 - - #Configure niose - noise_count = int(data_range * 0.05) - - #Generate sample data - raw_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - raw_data[ch_idx] = np.random.normal(0, 2, data_range) - for noise_idx in [random.randint(0, data_range - 1) for _ in range(noise_count)]: - raw_data[ch_idx][noise_idx] = np.random.randint(1, 10) - - #Filter data - filtered_data_2 = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - filtered_data_2[ch_idx] = om.run(raw_data[ch_idx], raw_data[ch_idx], max_std_dist = 2, min_samp_cnt = 0) - filtered_data_3 = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - filtered_data_3[ch_idx] = om.run(raw_data[ch_idx], raw_data[ch_idx], max_std_dist = 3, min_samp_cnt = 0) - - #Visualize results - plot_channel_idx = 0 - plt.scatter(raw_data[plot_channel_idx], raw_data[plot_channel_idx], color = "blue", label = "original samples", s = 150) - plt.scatter(filtered_data_3[plot_channel_idx], filtered_data_3[plot_channel_idx], color = "red", label = "3 standard deviations", s = 50) - plt.scatter(filtered_data_2[plot_channel_idx], filtered_data_2[plot_channel_idx], color = "black", label = "2 standard deviations", s = 10) - plt.legend() - plt.show(block = True) - - main() - -Outliers more than more than three (or two) standard deviations may be isolated and removed from the data set. - -.. image:: img/outlier_removal.png - - - diff --git a/docs/build/_sources/file_io.rst.txt b/docs/build/_sources/file_io.rst.txt deleted file mode 100644 index a70c1167..00000000 --- a/docs/build/_sources/file_io.rst.txt +++ /dev/null @@ -1,14 +0,0 @@ - -File IO -======= - -.. automodule:: file_io - :members: - -.. toctree:: - :maxdepth: 2 - - file_io/data_manager - file_io/load_brainvision_data - - diff --git a/docs/build/_sources/file_io/data_manager.rst.txt b/docs/build/_sources/file_io/data_manager.rst.txt deleted file mode 100644 index 30b33ca3..00000000 --- a/docs/build/_sources/file_io/data_manager.rst.txt +++ /dev/null @@ -1,49 +0,0 @@ - -Data manager -============ - - -.. currentmodule:: file_io.data_manager -.. autofunction:: save -.. autofunction:: load - -The following code example shows how to load and save data using the data manager. - -.. code:: python - - import random - import numpy as np - import shutil - - import finn.file_io.data_manager as dm - - #Configure sample data - channel_count = 32 - frequency = [random.randint(5, 50) for _ in range(channel_count)] - data_range = np.arange(0, 100) - frequency_sampling = 200 - - #Generate some sample data - epoch_count = 10 - state_count = 2 - - raw_data = [[[None for _ in range(channel_count)] for _ in range(epoch_count)] for _ in range(state_count)] - for (state_idx, _) in enumerate(range(state_count)): - for (epoch_idx, _) in enumerate(range(epoch_count)): - for ch_idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[ch_idx] * data_range / frequency_sampling) - - raw_data[state_idx][epoch_idx][ch_idx] = genuine_signal - - #Save data - dm.save(raw_data, "test_file", max_depth = 2) - - #Load data - loaded_data = dm.load("test_file") - - if ((np.asarray(loaded_data) == np.asarray(raw_data)).all()): - print("Data saved and loaded successfully.") - else: - print("Error saving/loading data.") - - diff --git a/docs/build/_sources/file_io/load_brainvision_data.rst.txt b/docs/build/_sources/file_io/load_brainvision_data.rst.txt deleted file mode 100644 index 1c542cca..00000000 --- a/docs/build/_sources/file_io/load_brainvision_data.rst.txt +++ /dev/null @@ -1,12 +0,0 @@ - -Load brainvision data -===================== - - -.. currentmodule:: file_io.load_brainvision_data -.. autofunction:: run - -This module may be used to read data saved in the brainvision format. - - - diff --git a/docs/build/_sources/filters.rst.txt b/docs/build/_sources/filters.rst.txt deleted file mode 100644 index 5c5de70f..00000000 --- a/docs/build/_sources/filters.rst.txt +++ /dev/null @@ -1,14 +0,0 @@ - -Filters -======= - -.. automodule:: filters - :members: - -.. toctree:: - :maxdepth: 2 - - filters/butter - filters/fir - - diff --git a/docs/build/_sources/filters/butter.rst.txt b/docs/build/_sources/filters/butter.rst.txt deleted file mode 100644 index f94e15b8..00000000 --- a/docs/build/_sources/filters/butter.rst.txt +++ /dev/null @@ -1,69 +0,0 @@ - -Butterwort filter -================= - - -.. currentmodule:: filters.frequency -.. autofunction:: butter - -The following code example shows how to apply the butterwort filter. - -.. code:: python - - import numpy as np - import random - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.filters.frequency as ff - - #Configure sample data - channel_count = 1 - frequency = [random.randint(5, 50) for _ in range(channel_count)] - data_range = np.arange(0, 10000) - frequency_sampling = 200 - - #Configure noise data - frequency_noise = 50 - shared_noise_strength = 10 - random_noise_strength = 1 - - #Generate some sample data - raw_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[ch_idx] * data_range / frequency_sampling) - shared_noise_signal = np.sin(2 * np.pi * frequency_noise * data_range / frequency_sampling) * shared_noise_strength - random_noise_signal = np.random.random(len(data_range)) * random_noise_strength - - raw_data[ch_idx] = genuine_signal + shared_noise_signal + random_noise_signal - raw_data = np.asarray(raw_data) - - #Filter data - butter - filtered_butter_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - filtered_butter_data[ch_idx] = ff.butter(raw_data[ch_idx], 1, 40, frequency_sampling, order = 7, zero_phase = True) - filtered_butter_data = np.asarray(filtered_butter_data) - - #Filter data - fir - filtered_fir_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - filtered_fir_data[ch_idx] = ff.fir(raw_data[ch_idx], 52, 48, 0.1, frequency_sampling, ripple_pass_band = 1e-5, stop_band_suppression = 1e-7, fft_win_sz = frequency_sampling, pad_type = "zero") - filtered_fir_data = np.asarray(filtered_fir_data) - - #visualize result - plt.title("Peak at %i and noise peak removed at %i" % (frequency[0], frequency_noise)) - plt.psd(raw_data[0, :], NFFT = frequency_sampling, Fs = frequency_sampling, color = "blue", label = "original signal") - plt.psd(filtered_butter_data[0, :], NFFT = frequency_sampling, Fs = frequency_sampling, color = "green", label = "butter filtered signal") - plt.psd(filtered_fir_data[0, :], NFFT = frequency_sampling, Fs = frequency_sampling, color = "red", label = "fir filtered signal") - plt.legend() - - plt.show(block = True) - -Applying the butterwort filter (green) notched the noise at 50Hz. - -.. image:: img/filters.png - - - diff --git a/docs/build/_sources/filters/fir.rst.txt b/docs/build/_sources/filters/fir.rst.txt deleted file mode 100644 index 04ef7e56..00000000 --- a/docs/build/_sources/filters/fir.rst.txt +++ /dev/null @@ -1,69 +0,0 @@ - -FIR filter -========== - - -.. currentmodule:: filters.frequency -.. autofunction:: fir - -The following code example shows how to apply the FIR filter. - -.. code:: python - - import numpy as np - import random - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.filters.frequency as ff - - #Configure sample data - channel_count = 1 - frequency = [random.randint(5, 50) for _ in range(channel_count)] - data_range = np.arange(0, 10000) - frequency_sampling = 200 - - #Configure noise data - frequency_noise = 50 - shared_noise_strength = 10 - random_noise_strength = 1 - - #Generate some sample data - raw_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - genuine_signal = np.sin(2 * np.pi * frequency[ch_idx] * data_range / frequency_sampling) - shared_noise_signal = np.sin(2 * np.pi * frequency_noise * data_range / frequency_sampling) * shared_noise_strength - random_noise_signal = np.random.random(len(data_range)) * random_noise_strength - - raw_data[ch_idx] = genuine_signal + shared_noise_signal + random_noise_signal - raw_data = np.asarray(raw_data) - - #Filter data - butter - filtered_butter_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - filtered_butter_data[ch_idx] = ff.butter(raw_data[ch_idx], 1, 40, frequency_sampling, order = 7, zero_phase = True) - filtered_butter_data = np.asarray(filtered_butter_data) - - #Filter data - fir - filtered_fir_data = [None for _ in range(channel_count)] - for ch_idx in range(channel_count): - filtered_fir_data[ch_idx] = ff.fir(raw_data[ch_idx], 52, 48, 0.1, frequency_sampling, ripple_pass_band = 1e-5, stop_band_suppression = 1e-7, fft_win_sz = frequency_sampling, pad_type = "zero") - filtered_fir_data = np.asarray(filtered_fir_data) - - #visualize result - plt.title("Peak at %i and noise peak removed at %i" % (frequency[0], frequency_noise)) - plt.psd(raw_data[0, :], NFFT = frequency_sampling, Fs = frequency_sampling, color = "blue", label = "original signal") - plt.psd(filtered_butter_data[0, :], NFFT = frequency_sampling, Fs = frequency_sampling, color = "green", label = "butter filtered signal") - plt.psd(filtered_fir_data[0, :], NFFT = frequency_sampling, Fs = frequency_sampling, color = "red", label = "fir filtered signal") - plt.legend() - - plt.show(block = True) - -Applying the FIR filter (red) notched the noise at 50Hz. - -.. image:: img/filters.png - - - diff --git a/docs/build/_sources/guides.rst.txt b/docs/build/_sources/guides.rst.txt deleted file mode 100644 index c4594b02..00000000 --- a/docs/build/_sources/guides.rst.txt +++ /dev/null @@ -1,55 +0,0 @@ - -Guides -====== - -Although FinnPy provides numerous tools for the analysis of electropohysiological data, the quality of the results derived using these tools equally depends on correct application and configuration of the former. This section contains guides tackling specific topics from the field of electropohysiological data analysis, providing guide to users of this and other frameworks. - -General -------- - - - -Data preparation ----------------- - - - -Feature generation ------------------- - -:ref:`dac_configurator_label` - -Source reconstruction ---------------------- - -:ref:`src_rec_main_label` - -:ref:`src_rec_vis_label` - -Statistics ----------- - - - - -.. toctree:: - :hidden: - - guides/dac_configurator - guides/src_rec_apply - guides/src_rec_device - guides/src_rec_recording - guides/src_rec_subject - guides/src_rec_install - guides/src_rec_main - guides/src_rec_pitfalls - guides/src_rec_vis - - - - - - - - - diff --git a/docs/build/_sources/guides/dac_configurator.rst.txt b/docs/build/_sources/guides/dac_configurator.rst.txt deleted file mode 100644 index 1914523c..00000000 --- a/docs/build/_sources/guides/dac_configurator.rst.txt +++ /dev/null @@ -1,89 +0,0 @@ - -.. _dac_configurator_label: - -DAC configurator -================ - -A primary application case of FiNNPy is the estimation of neuronal network dynamics using same and cross frequency coupling. This guide is focused on calibrating the directionalized absolute coherence (DAC) metric which is employed for same frequency connectivity estimates. Generally speaking, the reliability of same frequency connectivity estimates depends on a number of factors. While some of these vary in between the different same frequency connectivity metrics, the reliability limiting factor *amount of available data per sample* applies to all. Furthermore, in the case of DAC, limitations from magnitude squared coherence (MSC), imaginary coherence (IC), and phase slope index (PSI) are inherited. - -A general review of this topic is provided in this `video `_. - -Jump to the :ref:`dac_configurator_application_label` section. - -Theory ------- - -The following paragraphs explain the theoretical limitations of magnitude squared coherence (MSC), imaginary coherence (IC), and the phase slope index (PSI): - -Limitations of the MSC -^^^^^^^^^^^^^^^^^^^^^^ - -As magnitude squared coherence (MSC) is calculated in the frequency domain from the cross spectra of two signals, its limitations are closely aligned with the limitations of power spectral density estimates. Although transforming a signal from the time into the frequency domain is, in an ideal world, a lossless transformation, careful consideration has to be given to the selection of the frequency bin width. This parameter can be controlled by the Fast Fourier Transform (FFT) window width. Exemplary, if a power spectral density (PSD) was to be estimated, too wide frequency bins would result in an overly smooth, smeared estimate whereas too small (padded) frequency bins would result in a pointy and highly erratic PSD estimate. Both are different to the expected result. - -A similar logic applies to same frequency connectivity estimates using the MSC. If too large FFT windows (wide frequency bins) are chosen, the MSC estimate becomes too smooth whereas if too small (padded) FFT windows are chosen, the MSC estimate becomes erratic. - -Limitations of the IC -^^^^^^^^^^^^^^^^^^^^^ - -Imaginary coherence (IC) is calculated similar to MSC, thus inheriting its limitations. Yet, as only part of the estimated cross spectral density is evaluated, an addition limitation has to be considered: - -1. The bounds of IC depend on the phase difference between the signal at the source and target sites. - -The implications of this limitation are twofold. On the one hand, IC is not increased by zero lag cross spectral coupling, commonly referred to as volume conduction, as the bounds for zero phase differences are [0, 0]. On the other hand, the bounds for any non zero phase lag cross spectral coupling is not [-1, 1], but on a continuous scale between [0, 0] and [-1, 1]. The bounds are widest for uneven integer multiple of 90° phase shifts. Hence, a low IC estimate can be caused by either a general lack of coupling between A and B, or a close to an even integer multiple of 180° phase shift. Yet, to determine the presence of volume conduction a threshold is needed under which any signal is considered volume conduction. - -Limitations of the PSI -^^^^^^^^^^^^^^^^^^^^^^ - -Although sharing the estimate of cross spectra between signals with the MSC and IC, the phase slope index (PSI) estimates connectivity through another means. It evaluates whether the phase difference from a range of cross spectral estimates is monotonically increasing or decreasing. This way, the fact that most *natural* electrophysiological signals are smooth in the frequency domain and not of fixed, but much rather bounded frequency, is leveraged. - -Hence, it requires not a single cross spectrum estimate, but multiple from slightly different frequencies. Yet, as multiple cross spectra estimates are required, the frequency bin width of the FFT is of increased importance. If the frequency bins are designed too small, the PSI estimates will be erratic; whereas if the bins are too wide, they are too few in number to reliably evaluate whether the signal appears first at the source or the target. - -.. _dac_configurator_application_label: - -Application ------------ - -Calibrating same frequency connectivity methods is vital if reliable results are to be generated. To this end, the DAC configurator can be used to verify a correct calibration. The DAC configurator allows to evaluate the following assertions: - -1. The data quantity to frequency resolution relationship is sufficient to estimate the connectivity **amplitude**. -2. The selected frequency bin width is sufficient to estimate the **sequence** of events (direction). -3. **Volume conductance** is successfully detected with minimal false positives. - -The following parameters have to be configured to confirm the aforementioned assertions: - -General parameters -^^^^^^^^^^^^^^^^^^ - -These parameters are determined by the setup and the to be investigated frequency band. These parameters should not be changed in the parameter tuning process:: - - frequency_sampling = 5500 - frequency_min = 25 - frequency_max = 35 - -Data parameters -^^^^^^^^^^^^^^^ - -The DAC configurator can be used with provided data from FiNNPy using GIT-LFS or ones own data. Generally, it is recommended to use data acquired with the setup which is to be used in the investigation. If the provided data is to be used, this needs to be downloaded via GIT-LFS and the data needs to be set to *None*.:: - - input_data = None - -Specific parameters -^^^^^^^^^^^^^^^^^^^ - -These parameters are to be used to tailor the connectivity estimate to the data at hand to to verify the correctness of this configuration. While the minimal angle threshold and the volume conductance ratio determine whether volume conductance is present, the frequency bin sizes determines the frequency resolution used in the DAC estimate.:: - - frequency_bin_sz = 0.5 - minimal_angle_thresh = 10 - volume_conductance_ratio = 0.3 - -The following rules describe how to tune the *specific parameters* for optimal connectivity estimates: - -1. A higher frequency resolution will improve the estimate of the sequence of events (directionality) at the cost of decrease amplitude estimation reliability. -2. The minimal angle threshold [0°, 180°] determines whether the connectivity estimate of a single frequency bin is considered volume conductance or not. -3. The volume conductance ratio determines the ratio single frequency bins with volume conductance needed to flag the estimate as volume conductance. - -Remarks -^^^^^^^ - -Generally, it is not possible to distinguish between low connectivity and volume conductance using methods based on cross spectral estimates since in both situations, the imaginary part of the cross spectra default to zero due to either inconsistent phase differences between the signals (low connectivity) or close to zero phase shift (volume conductance). Hence, if low connectivity estimates are to be performed, it is recommended to set the minimal angle threshold to a comparatively low level. - diff --git a/docs/build/_sources/guides/src_rec_apply.rst.txt b/docs/build/_sources/guides/src_rec_apply.rst.txt deleted file mode 100644 index a4316627..00000000 --- a/docs/build/_sources/guides/src_rec_apply.rst.txt +++ /dev/null @@ -1,33 +0,0 @@ - -.. _src_rec_apply_label: - -Model application -================= - -This part of the guide explains how the inverse model and the fsaverage source space morphing is applied. For previous steps, see :ref:`src_rec_device_label`, :ref:`src_rec_subject_label`, :ref:`src_rec_recording_label`. - -Herein, the individual commands of this section will be explained in a step-by-step fashion. - -The first step is to employ the previously created inverse model (see :ref:`src_rec_recording_label`) to transform the data from sensor to source space. - -.. code-block:: - - src_data = finnpy.src_rec.inv_mdl.apply(sen_data, inv_mdl) - -Afterwards, data is moved from subject specific into fs average space. - -.. code-block:: - - fsavg_src_data = finnpy.src_rec.subj_to_vsavg.apply(subj_to_fsavg_mdl, src_data) - -Finally, the in fs-average space defined Desikan-Killiany is employed to consolidate individiual source space channels into regions. - -.. code-block:: - - (clust_src_data, chs, ch_names) = finnpy.src_rec.avg_src_reg.run(fsavg_src_data, subj_to_fsavg_mdl, fs_path) - -This concludes the source construction pipeline. Potential pitfalls during source reconstruction are discussed in :ref:`src_rec_pitfalls_label`. - - - - diff --git a/docs/build/_sources/guides/src_rec_device.rst.txt b/docs/build/_sources/guides/src_rec_device.rst.txt deleted file mode 100644 index 18d6994d..00000000 --- a/docs/build/_sources/guides/src_rec_device.rst.txt +++ /dev/null @@ -1,25 +0,0 @@ - -.. _src_rec_device_label: - -MEG recording agnostic model computation -======================================== - -This part of the guide explains how the device specific components of the model are computed. - -Herein, the individual commands of this section will be explained in a step-by-step fashion. - -.. code-block:: - - import finnpy.src_rec.sen_cov - finnpy.src_rec.sen_cov.run(sen_cov_src_path, sen_cov_tgt_path) - -Currently, the sole device specific component is the calculation of the sensor noise covariance. -*sen_cov_src_path* points to an empty room recording from which the sensor noise covariance is to be calculated. -*sen_cov_tgt_path* points towards the location where the computed sensor noise covariance is to be stored. -Initially, free surfer paths need to be configured for subsequent FreeSurfer calls. - -This concludes the device specific part of the MEG source reconstruction procedure. The next step (subject specific part) is explained in :ref:`src_rec_subject_label`. - - - - diff --git a/docs/build/_sources/guides/src_rec_install.rst.txt b/docs/build/_sources/guides/src_rec_install.rst.txt deleted file mode 100644 index d069cf43..00000000 --- a/docs/build/_sources/guides/src_rec_install.rst.txt +++ /dev/null @@ -1,136 +0,0 @@ - -.. _src_rec_install_label: - -FreeSurfer installation guide -============================= - -This guide explains how to install FreeSurfer. In general, it is recommended to save FreeSurfer in a folder (or subfolder) indicating the version of FreeSurfer and, if possible, to stay with the same version throughout a project. Although randomized steps are only pseud-randomized via seeding random numbers with *1234*, alterations to the feature extraction algorithms may produce varying results. As such, preproducibility is limited if different FreeSurfer versions are mixed in the context of a single project. - -Linux ------ - -FreeSurfer may be directly downloaded from the FreeSurfer website (https://surfer.nmr.mgh.harvard.edu/fswiki/DownloadAndInstall). -In addition, the following libraries are required: bc, libjpeg6-turbo, libxp, tcsh, libpng12 (version 7.4.1 - 2024/01/26). -It is highly recommended to move the downloaded FreeSurfer directory to a permanent location, such as /usr/local/FreeSurfer. - -Windows (by Prerana Keerthi) ----------------------------- - -As FreeSurfer does not support Windows directly, the application may be used through the WIndow Subsystem for Linux as follows: - -1. Windows Subsystem for Linux (WSL) Installation: https://learn.microsoft.com/en-us/windows/wsl/install -2. Freesurfer on WSL Installation: https://surfer.nmr.mgh.harvard.edu/fswiki/FS7_wsl_ubuntu -3. Freesurfer on Xming Installation: https://surfer.nmr.mgh.harvard.edu/fswiki/FSL_wsl_xming - -Windows Subsystem for Linux (WSL) Installation -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -To run freesurfer on Windows you will need Windows Subsystem for Linux (WSL). If WSL is not already installed on your PC, in Windows Powershell or Windows command prompt enter the following command: - -.. code-block:: - - wsl –install - -If WSL is already installed, please ensure an up to date version is used. The following command indicates which distros are installed and the asterisk in the output represents the active distribution. - -.. code-block:: - - wsl --list –verbose - -The following lines of code demonstrate how to install Ubuntu-22.04 as a distribution and set it as the default: - -.. code-block:: - - wsl --install -d Ubuntu-22.04 - wsl --setdefault Ubuntu-22.04 - -Freesurfer Installation -^^^^^^^^^^^^^^^^^^^^^^^ - -This installation guide is inspired by the original from FreeSurfer, available at https://surfer.nmr.mgh.harvard.edu/fswiki/FS7_wsl_ubuntu. - -Via the following commands, FreeSurfer may be installed into the WSL. - -.. code-block:: - - cd - wget https://surfer.nmr.mgh.harvard.edu/pub/dist/freesurfer/7.4.1/freesurfer_ubuntu22-7.4.1_amd64.deb - - ls freesurfer_ubuntu22-7.4.1_amd64.deb - sudo apt-get update -y - sudo apt-get -y install ./freesurfer_ubuntu22-7.4.1_amd64.deb - export FREESURFER_HOME=/usr/local/freesurfer/7.4.1 - echo "export FREESURFER_HOME=/usr/local/freesurfer/7.4.1" >> $HOME/.bashrc - -Executing the ls command will display all items within the FreeSurfer directory, and as such should list files such as sources.sh, SetUpFreeSurfer.sh, and the bin folder. - -.. code-block:: - - ls $FREESURFER_HOME - -Afterwards, a free Freesurfer license needs to be optained via the following link, https://surfer.nmr.mgh.harvard.edu/registration.html. The received license.txt needs to be moved into the FreeSurfer directory (within the WSL) and shortcuts created. - -.. code-block:: - - mv /mnt/c/Users/username/Downloads/licence.txt $HOME - echo "export FS_LICENSE=$HOME/license.txt" >> $HOME/.bashrc - echo "export XDG_RUNTIME_DIR=$HOME/.xdg" >> $HOME/.bashrc - echo "export DISPLAY=:0" >> $HOME/.bashrc - -As such, when executing the following code - -.. code-block:: - - export FREESURFER_HOME=/usr/local/freesurfer/7.4.1 - source $FREESURFER_HOME/SetUpFreeSurfer.sh - -the corresponding output should be. - -.. code-block:: - - -------- freesurfer-linux-ubuntu22_x86_64-7.4.1-20230614-7eb8460 -------- - Setting up environment for FreeSurfer/FS-FAST (andFSL) - FREESURFER_HOME /usr/local/freesurfer/7.4.1 - FSFAST_HOME /usr/local/freesurfer/7.4.1/fsfast - FSF_OUTPUT_FORMAT nii.gz - SUBJECTS_DIR YOUR_SUBJECTS_DIRECTORY - MNI_DIR /usr/local/freesurfer/7.4.1/mni - -Results may slightly vary for different linux distributions (first line) or different FreeSurfer versions (7.4.1 used in this example). - -X-server Installation -^^^^^^^^^^^^^^^^^^^^^ - -To run image viewing software such as freesurfer on WSL (for reference, see https://surfer.nmr.mgh.harvard.edu/fswiki/FSL_wsl_xming), an X-server needs to be set up. The previous link describes how to set up the Xming X-server. Once Xming is installed, correct installation may be verified via the following WSL terminal command. - -.. code-block:: python - - freeview - -If the command fails, potential troubleshooting is described below. - -If the following error occurs - -.. code-block:: - - QXcbConnection: Could not connect to display :0 - Could not connect to any X display. - -Resolution details are provided in https://surfer.nmr.mgh.harvard.edu/fswiki/FS7_wsl_ubuntu. - -The error - -.. code-block:: - - qt.qpa.plugin: Could not load the Qt platform plugin "xcb" in "" even though it was found. - This application failed to start because no Qt platform plugin could be initialized. Reinstalling the application may fix this problem. - -may be resolved by installing VcxSrv instead of Xmin, see https://sourceforge.net/projects/vcxsrv. -Xmin should be configured as follows: - -- Display settings: Multiple Windows -- How to start clients: Start no client -- Extra settings, Clipboard: Checked -- Extra settings, Primary Selection: Checked -- Extra settings, Native opengl: Checked - diff --git a/docs/build/_sources/guides/src_rec_main.rst.txt b/docs/build/_sources/guides/src_rec_main.rst.txt deleted file mode 100644 index cf0cf792..00000000 --- a/docs/build/_sources/guides/src_rec_main.rst.txt +++ /dev/null @@ -1,50 +0,0 @@ - -.. _src_rec_main_label: - -Model computation & application -=============================== - -This guide explains how to apply source reconstruction for MEG using FiNNPy. - -.. image:: img/MEG_source_reconstruction_simplified.png - :alt: Graphic presentation of the relationship between skull & cortical model - :align: center - - -Skull model processing ----------------------- -The skull model is a geometrical description of the skull surface. For MEG analyses, a single layer model suffices (option for EEG source reconstruction to be added soon). The skull model is derived from T1 scans and extracted using the watershed algorithm of FreeSurfer. Its density is reduced to increase computeability and mathematical stability. Herein, it is employed to project MEG data from sensor space onto the skull surface. - -Cortex model processing ------------------------ -The cortical model is a geometric description of the cortical structure. The cortical model may be directly extracted (using FreeSurfer) from T1 scans. Akin to the skull model, its density is reduced to increase computeability and mathematical stability. Herein, it will be employed to MEG activity from the skull surface onto the cortex proper. - -Skull and cortex model fusion ------------------------------ -Skull and cortical models are fused to create the forward model. While the skull model describes the transition from sensor space to skull space, the cortex model may be employed to transition further into cortical space. - -Application ------------ - -An application example of source reconstruction for MEG is provided below. Generally, source reconstruction may be divided into four steps, -1. Device specific steps -2. Subject specific steps -3. Recording specific steps -4. Model application - -The following sections will provide examples on how to install FreeSurfer - -0. :ref:`src_rec_install_label` - -and apply Finnpy to execute these steps. - -1. :ref:`src_rec_device_label` -2. :ref:`src_rec_subject_label` -3. :ref:`src_rec_recording_label` -4. :ref:`src_rec_apply_label` - -Additionally, likely pitfalls in source reconstruction are discussed in :ref:`src_rec_pitfalls_label`. - - - - diff --git a/docs/build/_sources/guides/src_rec_pitfalls.rst.txt b/docs/build/_sources/guides/src_rec_pitfalls.rst.txt deleted file mode 100644 index 73a13ce4..00000000 --- a/docs/build/_sources/guides/src_rec_pitfalls.rst.txt +++ /dev/null @@ -1,51 +0,0 @@ - -.. _src_rec_pitfalls_label: - -Likely pitfalls -=============== - -This guide explains how to deal with likely pitfalls in source reconstruction for MEG using FiNNPy. - -MEG and MRI coregistration --------------------------- -The coregistration between MEG and MRI space has been left unchecked. This step must be manually verified. This may be done as follows: - -.. code-block:: - - rec_meta_info = mne.io.read_info(data_path) - meg_ref_pts = finnpy.src_rec.coreg.load_meg_ref_pts(rec_meta_info) - (coreg, bad_hsp_pts) = finnpy.src_rec.coreg.run(subj_name, anatomy_path, rec_meta_info) - finnpy.src_rec.coreg.plot_coregistration(coreg, meg_ref_pts, bad_hsp_pts, anatomy_path, subj_name) - -Producing the following output: - -.. image:: img/MEG_source_reconstruction_coreg.png - :alt: MEG and MRI coregistration example - :width: 400 - :align: center - - -Sensor noise covariance ------------------------ -The sensor noise covariance is faulty. This may be investigated by adding a power spike to a sensor-space channel and investigate where it is projected. - -Alternatively, multiple files for a sensor noise covariance may be acquired and their similarity compared. - -Improper skull model --------------------- -The skull model was improperly extracted. This step must be manually verified. This may be done as follows: - -.. code-block:: - - skull_skin_mdl = finnpy.src_rec.skull_skin_mdls.read(anatomy_path, subj_name, "MEG") - finnpy.src_rec.skull_skin_mdls.plot(skull_skin_mdl, anatomy_path, subj_name) - -Producing the following output: - -.. image:: img/MEG_source_reconstruction_ws.png - :alt: Skull model example - :width: 500 - :align: center - - - diff --git a/docs/build/_sources/guides/src_rec_recording.rst.txt b/docs/build/_sources/guides/src_rec_recording.rst.txt deleted file mode 100644 index 57bedb44..00000000 --- a/docs/build/_sources/guides/src_rec_recording.rst.txt +++ /dev/null @@ -1,94 +0,0 @@ - -.. _src_rec_recording_label: - -MEG recording specific model computation -======================================== - -This part of the guide explains how the recording specific part of the MEG source reconstruction is computed. After hereon, the model is specified towards a distinct MEG recording (MEG markers/fiducials). As such, if there are multiple sessions for a single subject, the output of the previous step (:ref:`src_rec_subject_label`) may be used for multiple MEG sessions to avoid recomputing. - -Important note if the following code is to be externally parallelized: Numpy auto-parallelizes specific functions. This behavior must be deactivated, if external parallelization is to be applied. This may be achieved with the following code-block: - -.. code-block:: - - import threadpoolctl - threadpoolctl.threadpool_limits(limits=1, user_api='blas') - -Herein, the individual commands of this section will be explained in a step-by-step fashion. The full pipeline looks as follows: - -.. code-block:: - - import mne - import finnpy.src_rec.coreg - import finnpy.src_rec.skull_skin_mdls - import finnpy.src_rec.bem_mdl - import finnpy.src_rec.cort_mdl - import finnpy.src_rec.fwd_mdl - import finnpy.src_rec.sen_cov - import finnpy.src_rec.inv_mdl - import finnpy.src_rec.subj_to_fsavg - - rec_meta_info = mne.io.read_info(data_path) - coreg = finnpy.src_rec.coreg.run(subj_name, anatomy_path, rec_meta_info) - - skull_skin_mdls = finnpy.src_rec.skull_skin_mdls.read(anatomy_path, subj_name, "MEG", coreg) - bem_mdl = finnpy.src_rec.bem_mdl.run(fs_path, skull_skin_mdls.in_skull_vert, skull_skin_mdls.in_skull_faces) - cort_mdl = finnpy.src_rec.cort_mdl.get(anatomy_path, subj_name, coreg, bem_mdl.vert) - - fwd_mdl = finnpy.src_rec.fwd_mdl.compute(cort_mdl, coreg, rec_meta_info, bem_model) - fwd_mdl = finnpy.src_rec.fwd_mdl.restrict(cort_mdl, fwd_sol, coreg) - sen_cov = finnpy.src_rec.sen_cov.load(cov_path) - inv_mdl = finnpy.src_rec.inv_mdl.compute(sen_cov, fwd_mdl, rec_meta_info) - - subj_to_fsavg_mdl = finnpy.src_rec.subj_to_fsavg.compute(cort_mdl, anatomy_path, subj_name, fs_path) - -If not done previously, FreeSurfer needs to be initialized. - -.. code-block:: - - rec_meta_info = mne.io.read_info(data_path) - coreg = finnpy.src_rec.coreg.run(subj_name, anatomy_path, rec_meta_info) - -The first step is to compute a coregistration between the MEG and the MRI recordings. *subj_name* indicates the name of a specific subject while the *anatomy_path* points towards the anatomy of *all* subjects. Finally, *rec_meta_info* is derived via mne.io.read_info from a specific MEG recording, querying MEG registration points (fiducials). - -.. code-block:: - - skull_skin_mdls = finnpy.src_rec.skull_skin_mdls.read(anatomy_path, subj_name, "MEG", coreg) - bem_mdl = finnpy.src_rec.bem_mdl.run(fs_path, skull_skin_mdls.in_skull_vert, skull_skin_mdls.in_skull_faces) - cort_mdl = finnpy.src_rec.cort_mdl.get(anatomy_path, subj_name, coreg, bem_mdl.vert) - -Afterwards, the previously extracted skull and skin models are loaded and scaled as identified through the coregistration. While the skull and skin models present the informational bases for the construction of BEM models, cortical models are read (and scaled) from freesurfer extracted files. - -.. code-block:: - - fwd_mdl = finnpy.src_rec.fwd_mdl.compute(cort_mdl, coreg, rec_meta_info, bem_model) - fwd_mdl = finnpy.src_rec.fwd_mdl.restrict(cort_mdl, fwd_sol, coreg) - -Importantly, coregistration results should be manually verified: - -.. code-block:: - - rec_meta_info = mne.io.read_info(data_path) - meg_ref_pts = finnpy.src_rec.coreg.load_meg_ref_pts(rec_meta_info) - (coreg, bad_hsp_pts) = finnpy.src_rec.coreg.run(subj_name, anatomy_path, rec_meta_info) - finnpy.src_rec.coreg.plot_coregistration(coreg, meg_ref_pts, bad_hsp_pts, anatomy_path, subj_name) - -BEM and cortical models are used in the computation of the forward model. This model describes how cortical data projects into sensor space (the inverse of the desired model). Afterwards, the MEG model may be restricted, limiting bipoles to an surface orthogonal orientation. This restriction effectively enforces a simplification of the model. - -.. code-block:: - - inv_mdl = finnpy.src_rec.inv_mdl.compute(sen_cov, fwd_mdl, rec_meta_info) - -Finally, the model is inverted, describing how activity recorded in sensor space may have looked like in sensor space. - -Additionally, one may want to compute a transformation from subject specific source space into fs-average source space to simplify group level analyses. As such, the corresponding model may be computed as follows. - -.. code-block:: - - subj_to_fsavg_mdl = finnpy.src_rec.subj_to_fsavg.compute(cort_mdl, anatomy_path, subj_name, fs_path) - -This concludes the recording specific part of the MEG source reconstruction pipeline. The next step (the model's application) is explained in :ref:`src_rec_apply_label`. - - - - - diff --git a/docs/build/_sources/guides/src_rec_subject.rst.txt b/docs/build/_sources/guides/src_rec_subject.rst.txt deleted file mode 100644 index 06ba11ac..00000000 --- a/docs/build/_sources/guides/src_rec_subject.rst.txt +++ /dev/null @@ -1,127 +0,0 @@ - -.. _src_rec_subject_label: - -MEG recording agnostic model computation -======================================== - -This part of the guide explains how the subject specific components of the MEG source reconstruction are computed. This model is not specified towards a distinct MEG recording (MEG markers). - -Herein, the individual commands of this section will be explained in a step-by-step fashion. Importantly, this code block may easily be parallelized externally across individual subjects, for example employing finnpys timed pool (finnpy.misc.timed_pool). Thereby, processing time may be reduced from approx. 2-4 hours x subjects to 2-4 hours total. - -.. code-block:: - - import finnpy.src_rec.freesurfer - import finnpy.src_rec.subj_to_fsavg - - finnpy.src_rec.freesurfer.init_fs_paths(anatomy_path, fs_path) - if (t1_path is not None and os.path.exists(t1_path)): - finnpy.src_rec.freesurfer.extract_mri_anatomy(anatomy_path, subj_name, t1_scan_file) - else: - finnpy.src_rec.freesurfer.copy_fsavg_anatomy(fs_path, anatomy_path, subj_name) - finnpy.src_rec.freesurfer.extract_skull_skin(anatomy_path, subject_name, preflood_height = 25) - finnpy.src_rec.freesurfer.calc_head_model(anatomy_path, subj_name) - - finnpy.src_rec.subj_to_fsavg.prepare(anatomy_path, subj_name) - -Initially, free surfer paths need to be configured for subsequent FreeSurfer calls. - -.. code-block:: - - finnpy_sr_utils.init_fs_paths(fs_path, anatomy_path) - -*fs_path* points towards the FreeSurfer installation. The FreeSurfer folder should contain the 'bin' folder, license.txt, and sources.sh (among other files/directories). -*anatomy_path* contains sub-folders with anatomy folders for all subjects. FreeSurfer will fail if a subjects folder already exists. - -Important: The T1 scan to be used for the extract must be placed outside the anatomy folder, otherwise FreeSurfer will not a process a subject who already maintains a subfolder in the anatomy directory. - -As such, FiNN adheres to the following, FreeSurfer aligned, organizational structure: - -:: - - project_data - └── anatomy_path - ├── subject_a (must be created via FreeSurfer, *do not create this folder manually*) - │ ├── bem (automatically generated at later steps) - │ │ └── watershed (automatically generated at later steps) - │ ├── mri (automatically generated at later steps) - │ │ └── transforms (automatically generated at later steps) - │ ├── proj (automatically generated at later steps) - │ └── surf (automatically generated at later steps) - └── subject_b - -The above command may look as follows on a Windows machine. - -.. code-block:: - - finnpy_sr_utils.init_fs_paths(anatomy_path = "C:/.../anatomry/", - fs_path = "C:/.../FreeSurfer/version/") - - -Be aware that the *anatomy_path* variable in this initialization step must point towards the directory of *all* subjects, not a specific one. -After this initial setup, FreeSurfer may be used to either extract anatomical information from subject specific MRI scans or copy data from fs-average, an averaged MRI scan provided through FreeSurfer. - -.. code-block:: - - if (t1_path is not None and os.path.exists(t1_path)): - finnpy.src_rec.freesurfer.extract_mri_anatomy(anatomy_path, subj_name, t1_scan_file) - else: - finnpy.src_rec.freesurfer.copy_fsavg_anatomy(fs_path, anatomy_path, subj_name) - - -Let's take a closer look at this code example. - -.. code-block:: - - if (t1_path is not None and os.path.exists(t1_path)): - - -Initially, it is checked whether the *t1_path* variable is not None and whether the indicated directory does actually exist. If this is the case, the following line is executed: - -.. code-block:: - - finnpy.src_rec.freesurfer.extract_mri_anatomy(anatomy_path, subj_name, t1_scan_file, fiducials_file, fiducials_path) - -*fiducials_file* and *fiducials_path* may be employed to include subject specific fiducials, otherwise these will be compute from *fsaverage*. Finally, the *overwrite* flag may be used to allow overwriting a subject's folder. As such, herein anatomy is extracted from a T1 scan. Be aware, this process may likely take several hours to run (reference: linux on a 5950X - 1.5 h - 4 h). Therefore, it is highly recommended to execute this command for several subjects in parallel. - -.. code-block:: - - finnpy.src_rec.freesurfer.copy_fsavg_anatomy(fs_path, anatomy_path, subj_name) - -This line of code copies reference anatomy from *fsaverage* into the folder indicated by *subj_name*. *fsaverage* is provided by FreeSurfer and found in *FreeSurfer/version/subjects/* or *FreeSurfer/subjects/* - -Either of the above steps will create the following folders, *bem*, *bem/watershed*, *mri*, *mri/transforms*, *surf*, and partially populate these. - -The next step is to extract skull and skin models. These are extracted using freesurfers watershed algorithm. The preflood parameter controls how *strict* or *liberal* the extraction of these models is performed. - -.. code-block:: - - finnpy.src_rec.freesurfer.extract_skull_skin(anatomy_path, subject_name, preflood_height = 25) - -Important, watershed extraction results should be manually verified. As the watershed extraction results are used to construct the skull and skin models, their respective plotting routines are also found in this module: - -.. code-block:: - - import finnpy.src_rec.skull_skin_mdls - - skull_skin_mdl = finnpy.src_rec.skull_skin_mdls.read(anatomy_path, subj_name, "MEG") - finnpy.src_rec.skull_skin_mdls.plot(skull_skin_mdl, anatomy_path, subj_name) - -Another subject specific step is the computation of a seghead models. This may be performed as indicated below: - -.. code-block:: - - finnpy.src_rec.freesurfer.calc_head_model(anatomy_path, subj_name) - -Finally, if the data is to be transformed from a subject specific into fs-average space (if desired), the following line of code may be performed herein to speed up later computations. - -.. code-block:: - - finnpy.src_rec.subj_to_fsavg.prepare(anatomy_path, subj_name) - -Importantly, if maintainable (memory-wise), subjects should be processed in parallel to minimize computation time. As such, the entire herein discussed part of the reconstruction pipeline may be easily parallelized on the outside, for example using finnpys timed pool for multithreading (finnpy.misc.timed_pool). - -This concludes the MEG subject specific part of the source reconstruction pipeline. The next step (MEG recording specific) is explained in :ref:`src_rec_recording_label`. - - - - diff --git a/docs/build/_sources/guides/src_rec_vis.rst.txt b/docs/build/_sources/guides/src_rec_vis.rst.txt deleted file mode 100644 index e0d6686f..00000000 --- a/docs/build/_sources/guides/src_rec_vis.rst.txt +++ /dev/null @@ -1,304 +0,0 @@ - -.. _src_rec_vis_label: - -Visualization -============= - -This guide explains how to visualize source reconstructed results using Blender. - -.. image:: img/blender_demo3.png - :alt: Blender demo result - :width: 400 - :align: center - -Background: Blender -------------------- - -Blender is an open source and free available software suite for 3D visualization & animation. It is available at https://www.blender.org/. - -.. image:: img/blender_demo.png - :alt: Blender demo - :width: 600 - :align: center - -Visualization guide -------------------- - -Results source-reconstructed via FinnPy may be either (almost) directly visualized in blender or after subsequent postprocessing (e.g. power estimation, connectivity estimation). The following code will be employed to visualize results in blender. It provides a number of pre-configured perspectives, but images may be rendered from any freely chosen perspective. - - -Important -^^^^^^^^^ - -Unlike other functionality of this framework, this code has to be executed from within blender, as explained below. A blender template file (blender_template) is provided within the github repository. - -Executing Python code in Blender -^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ - -To execute Python code from within blender, a text window needs to be opened within blender (either in the main or a *swiped in* window). Code within this window is executed by pressing the rightwards pointing triangle. - -.. image:: img/blender_demo2.png - :alt: Blender demo - :width: 500 - :align: center - -Code explanation -^^^^^^^^^^^^^^^^ - -The code will have to be subtly adapted to use, as usual. - -Initially, supportive functions are defined. The call to *reset_hemispheres* resets all nodes to an equal color, defined by the RGBA tuple (1, .738, .665, 1). - -.. code-block:: - - import numpy as np - import bpy - import os - - [...] # See detailed section below. - - def reset_hemispheres(): - for region_name in REF_REGIONS: - bpy.data.materials[region_name].node_tree.nodes["Principled BSDF"].inputs[0].default_value = tuple(np.asarray([1, .738, .665, 1]).tolist()) - -In this example, effect sizes of significant results are visualized. To this end, *update_hemisphere* is provided with a path to an array/list with significance values, effect size values, and region names. The region names correspond to those earlier established in the source reconstruction. Subsequently, regions are colored where a stronger cyan coloring indicates a stronger effect and vice versa. - -.. code-block:: - - def update_hemispheres(path): - sign_data = np.load(path + "_sign.npy") - eff_sz_data = np.load(path + "_eff_sz.npy") - region_names = np.load(path + "ref_regions.npy") - - eff_sz_data -= np.min(eff_sz_data) - eff_sz_data /= np.max(eff_sz_data) - - for region_idx in range(len(region_names): - if (sign_data[region_idx] == False): - continue - - color = np.asarray([0 * eff_sz_data[region_idx], 222/255 * eff_sz_data[region_idx], 255/255 * eff_sz_data[region_idx], 1]) - - region_name = region_names[region_idx] - bpy.data.materials[region_name].node_tree.nodes["Principled BSDF"].inputs[0].default_value = tuple(color.tolist()) - - def draw_scene(path): - reset_hemispheres() - update_hemispheres(path) - -Finally, the resulting image is rendered and the image saved into a predefined location. - -.. code-block:: - - def save_scene(hypothesis, direction): - bpy.context.scene.render.filepath = OUTPATH - bpy.ops.render.render(write_still = True) - -For conviencence, these methods may be formatted and called as follows: - -.. code-block:: - - DIRECTIONS = ["left_medial", "right_medial", "left_lateral", "right_lateral", "ventral", "dorsal", "frontal", "occipital"] - - INPATH = "" - OUTPATH = "" - - config_scene("left_medial") - draw_scene(INPATH) - #save_scene(OUTPATH) - - print("terminated successfully") - -.. collapse:: Details - - Functionality employed to change perspective. - - .. code-block:: - - import numpy as np - import bpy - import os - - REF_REGIONS = ["bankssts-lh", "caudalanteriorcingulate-lh", "caudalmiddlefrontal-lh", "cuneus-lh", "entorhinal-lh", "frontalpole-lh", "fusiform-lh", "inferiorparietal-lh", "inferiortemporal-lh", "insula-lh", "isthmuscingulate-lh", "lateraloccipital-lh", "lateralorbitofrontal-lh", "lingual-lh", "medialorbitofrontal-lh", "middletemporal-lh", "paracentral-lh", "parahippocampal-lh", "parsopercularis-lh", "parsorbitalis-lh", "parstriangularis-lh", "pericalcarine-lh", "postcentral-lh", "posteriorcingulate-lh", "precentral-lh", "precuneus-lh", "rostralanteriorcingulate-lh", "rostralmiddlefrontal-lh", "superiorfrontal-lh", "superiorparietal-lh", "superiortemporal-lh", "supramarginal-lh", "temporalpole-lh", "transversetemporal-lh", "bankssts-rh", "caudalanteriorcingulate-rh", "caudalmiddlefrontal-rh", "cuneus-rh", "entorhinal-rh", "frontalpole-rh", "fusiform-rh", "inferiorparietal-rh", "inferiortemporal-rh", "insula-rh", "isthmuscingulate-rh", "lateraloccipital-rh", "lateralorbitofrontal-rh", "lingual-rh", "medialorbitofrontal-rh", "middletemporal-rh", "paracentral-rh", "parahippocampal-rh", "parsopercularis-rh", "parsorbitalis-rh", "parstriangularis-rh", "pericalcarine-rh", "postcentral-rh", "posteriorcingulate-rh", "precentral-rh", "precuneus-rh", "rostralanteriorcingulate-rh", "rostralmiddlefrontal-rh", "superiorfrontal-rh", "superiorparietal-rh", "superiortemporal-rh", "supramarginal-rh", "temporalpole-rh", "transversetemporal-rh"] - - def set_camera_left_medial(): - bpy.data.collections["left_medial"].hide_render = False - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = False - bpy.data.collections["right hemisphere"].hide_render = True - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 90/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 270/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([-0.075, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0.075, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["left_medial_cam"] - - def set_camera_right_medial(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = False - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = True - bpy.data.collections["right hemisphere"].hide_render = False - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 90/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 270/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([-0.075, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0.075, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["right_medial_cam"] - - def set_camera_left_lateral(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = False - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = False - bpy.data.collections["right hemisphere"].hide_render = True - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 90/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 270/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([-0.075, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0.075, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["left_lateral_cam"] - - def set_camera_right_lateral(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = False - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = True - bpy.data.collections["right hemisphere"].hide_render = False - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 90/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 270/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([-0.075, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0.075, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["right_lateral_cam"] - - def set_camera_ventral(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = False - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = False - bpy.data.collections["right hemisphere"].hide_render = False - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([0, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["ventral_cam"] - - def set_camera_dorsal(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = False - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = False - bpy.data.collections["right hemisphere"].hide_render = False - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([0, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["dorsal_cam"] - - def set_camera_frontal(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = False - bpy.data.collections["occipital"].hide_render = True - - bpy.data.collections["left hemisphere"].hide_render = False - bpy.data.collections["right hemisphere"].hide_render = False - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([0, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["frontal_cam"] - - def set_camera_occipital(): - bpy.data.collections["left_medial"].hide_render = True - bpy.data.collections["right_medial"].hide_render = True - bpy.data.collections["left_lateral"].hide_render = True - bpy.data.collections["right_lateral"].hide_render = True - bpy.data.collections["ventral"].hide_render = True - bpy.data.collections["dorsal"].hide_render = True - bpy.data.collections["frontal"].hide_render = True - bpy.data.collections["occipital"].hide_render = False - - bpy.data.collections["left hemisphere"].hide_render = False - bpy.data.collections["right hemisphere"].hide_render = False - - bpy.data.objects["subcortical-lh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-rh"].rotation_euler[2] = np.pi * 2 * 0/(360) - bpy.data.objects["subcortical-lh"].location = np.asarray([0, -0.058445, 0.001176]) - bpy.data.objects["subcortical-rh"].location = np.asarray([0, -0.058445, 0.001176]) - - bpy.context.scene.camera = bpy.data.objects["occipital_cam"] - - def config_scene(direction): - if (direction == "left_medial"): - set_camera_left_medial() - if (direction == "right_medial"): - set_camera_right_medial() - if (direction == "left_lateral"): - set_camera_left_lateral() - if (direction == "right_lateral"): - set_camera_right_lateral() - if (direction == "ventral"): - set_camera_ventral() - if (direction == "dorsal"): - set_camera_dorsal() - if (direction == "frontal"): - set_camera_frontal() - if (direction == "occipital"): - set_camera_occipital() - - print("terminated successfully") - - diff --git a/docs/build/_sources/index.rst.txt b/docs/build/_sources/index.rst.txt deleted file mode 100644 index a2c2ee5b..00000000 --- a/docs/build/_sources/index.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ -.. FiNNPy documentation master file, created by - sphinx-quickstart on Wed Jun 2 15:58:29 2021. - You can adapt this file completely to your liking, but it should at least - contain the root `toctree` directive. - -Welcome to FiNNPy -================= - -FiNNPy is a toolbox for the analysis of electrophysiological to *Fi*\nd *N*\europhysiological *N*\etworks using *Py*\thon. To this end, FiNNPy provides a number of methods which support the analysis of electrophysiological data. This support is expanded to a broad scope from basic digital signal processing, to file IO, statistical analysis, visualization & most importantly, a number of different metrics to evaluate same frequency connectivity and cross frequency connectivity. - -FiNNPy was designed with primarily EEG, EMG & MEG data in mind, but can easily -utilized for the analysis of related electrophysiological data. - -Demo applications of the included modules are available in the finnpy_demo folder. - -.. toctree:: - :hidden: - :maxdepth: 3 - - Installation - Guides - API reference diff --git a/docs/build/_sources/install_guide.rst.txt b/docs/build/_sources/install_guide.rst.txt deleted file mode 100644 index ac610e7f..00000000 --- a/docs/build/_sources/install_guide.rst.txt +++ /dev/null @@ -1,46 +0,0 @@ - -Installation guide -================== - -This guide explains how to install FinnPy automatically (via pip) or manually using the build package. FinnPy proper can be installed either via pip or manually build using the build package. Additionally, to use the statistics module offered by FinnPy, R needs to be installed and visible within the system path. - -1. Automatic install --------------------- - -FinnPy can be conveniently installed via pip running the following command: -Unix/macOS: python3 -m pip install --upgrade finnpy -Windows: py -m pip install --upgrade finnpy - - -2. Manual build ---------------- - -2.1. Open a terminal within the FinnPy directory - -2.2. Install the build package:: - - Unix/macOS: python3 -m pip install --upgrade build - Windows: py -m pip install --upgrade build - -2.3. Build FinnPy:: - - Unix/macOS: python3 -m build - Windows: py -m build - -2.4. Install FinnPy:: - - Unix/macOS: python3 -m pip install dist/finnpy--py3-none-any.whl - Windows: py -m pip install dist/finnpy--py3-none-any.whl - -For more information, see https://packaging.python.org/en/latest/tutorials/packaging-projects/ - -3. Installing R & enabling statistics -------------------------------------- - -3.1. The latest version of R proper is available at https://www.r-project.org/ for Windows/macOS/Unix. - -3.2. Additional R dependencies need to be installed. These can be installed either from within R or via running the following commands in a terminal:: - - From within R: install.packages(c('Matrix', 'car', 'carData', 'lme4')) - From terminal: R -e "install.packages(c('Matrix', 'car', 'carData', 'lme4'))" - diff --git a/docs/build/_sources/misc.rst.txt b/docs/build/_sources/misc.rst.txt deleted file mode 100644 index eee315bb..00000000 --- a/docs/build/_sources/misc.rst.txt +++ /dev/null @@ -1,13 +0,0 @@ - -Misc -==== - -.. automodule:: misc - :members: - -.. toctree:: - :maxdepth: 2 - - misc/timed_pool - - diff --git a/docs/build/_sources/misc/timed_pool.rst.txt b/docs/build/_sources/misc/timed_pool.rst.txt deleted file mode 100644 index ab116456..00000000 --- a/docs/build/_sources/misc/timed_pool.rst.txt +++ /dev/null @@ -1,26 +0,0 @@ - -Timed Pool -============ - - -.. currentmodule:: misc.timed_pool -.. autofunction:: run - -The following code example shows how to use the multiprocessing pool. - -.. code:: python - - import finn.misc.timed_pool as tp - - NUMBER_OF_PROCESSES = 10 - - def bar(param1, param2): - return foo(param1, param2) - - def main(): - - output = tp.run(NUMBER_OF_PROCESSES, bar, [(arg1[idx], arg2[idx],) for idx in range(100)], max_time = 100, delete_data = True) - - main() - - diff --git a/docs/build/_sources/modules.rst.txt b/docs/build/_sources/modules.rst.txt deleted file mode 100644 index 0170adc3..00000000 --- a/docs/build/_sources/modules.rst.txt +++ /dev/null @@ -1,6 +0,0 @@ -tmp -=== - -.. toctree:: - :maxdepth: 4 - diff --git a/docs/build/_sources/sfc.rst.txt b/docs/build/_sources/sfc.rst.txt deleted file mode 100644 index 6c9148b3..00000000 --- a/docs/build/_sources/sfc.rst.txt +++ /dev/null @@ -1,17 +0,0 @@ - -Same frequency coupling (sfc) -============================= - -.. automodule:: sfc - :members: - -.. toctree:: - :maxdepth: 2 - - sfc/dac - sfc/psi - sfc/wpli - sfc/im - sfc/msc - sfc/cc - diff --git a/docs/build/_sources/sfc/cc.rst.txt b/docs/build/_sources/sfc/cc.rst.txt deleted file mode 100644 index 4f1bd83a..00000000 --- a/docs/build/_sources/sfc/cc.rst.txt +++ /dev/null @@ -1,73 +0,0 @@ - -Complex coherency -================= - -This function may be called for data in the time domain or the frequency domain. - -.. currentmodule:: sfc.td -.. autofunction:: run_cc - -.. currentmodule:: sfc.fd -.. autofunction:: run_cc - -The following code example shows how to calcualte complex coherency, a precurses to several connectivity metrics. - -.. code:: python - - import numpy as np - - import finn.sfc.td as td - import finn.sfc.fd as fd - - import finn.sfc._misc as misc - import demo_data.demo_data_paths as paths - - def main(): - data = np.load(paths.fct_sfc_data) - frequency_sampling = 5500 - frequency_peak = 30 - - noise_weight = 0.2 - - phase_shift = 153 - - nperseg = frequency_sampling - nfft = frequency_sampling - - #Generate data - offset = int(np.ceil(frequency_sampling/frequency_peak)) - loc_data = data[offset:] - signal_1 = np.zeros((loc_data).shape) - signal_1 += loc_data - signal_1 += np.random.random(len(loc_data)) * noise_weight - - loc_offset = offset - int(np.ceil(frequency_sampling/frequency_peak * phase_shift/360)) - loc_data = data[(loc_offset):] - signal_2 = np.zeros(loc_data.shape) - signal_2 += loc_data - signal_2 += np.random.random(len(loc_data)) * noise_weight - - (bins, cc_td) = calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft) - cc_fd = calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft) - - if ((cc_fd == cc_td).all() == False): - print("Error") - - def calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, window = "hann", pad_type = "zero"): - return td.run_cc(signal_1, signal_2, nperseg, pad_type, frequency_sampling, nfft, window) - - def calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, window = "hann", pad_type = "zero"): - seg_data_X = misc._segment_data(signal_1, nperseg, pad_type) - seg_data_Y = misc._segment_data(signal_2, nperseg, pad_type) - - (bins, fd_signal_1) = misc._calc_FFT(seg_data_X, frequency_sampling, nfft) - (_, fd_signal_2) = misc._calc_FFT(seg_data_Y, frequency_sampling, nfft) - - return fd.run_cc(fd_signal_1, fd_signal_2) - - - main() - - - - diff --git a/docs/build/_sources/sfc/dac.rst.txt b/docs/build/_sources/sfc/dac.rst.txt deleted file mode 100644 index 03c0b7b5..00000000 --- a/docs/build/_sources/sfc/dac.rst.txt +++ /dev/null @@ -1,122 +0,0 @@ - -Directional absolute coherence -============================== - -This function may be called for data in the time domain, the frequency domain, or (if correctly aligned) in the complex coherency domain. - -.. note:: Use the following function for time domain data. - -.. currentmodule:: sfc.td -.. autofunction:: run_dac - -.. note:: Use the following function for frequency domain data. - -.. currentmodule:: sfc.fd -.. autofunction:: run_dac - -.. note:: Use the following function for complex coherency domain data. - -.. currentmodule:: sfc.cd -.. autofunction:: run_dac - -The following code example shows how to apply directional absolute coherence to measure sfc. - -.. code:: python - - import numpy as np - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.sfc.td as td - import finn.sfc.fd as fd - import finn.sfc.cd as cohd - - import finn.sfc._misc as misc - import demo_data.demo_data_paths as paths - - def main(): - data = np.load(paths.fct_sfc_data) - frequency_sampling = 5500 - frequency_peak = 30 - - noise_weight = 0.2 - - phase_min = -90 - phase_max = 270 - phase_step = 4 - - fmin = 28 - fmax = 33 - nperseg = frequency_sampling - nfft = frequency_sampling - return_signed_conn = True - minimal_angle_thresh = 4 - - #Generate data - offset = int(np.ceil(frequency_sampling/frequency_peak)) - loc_data = data[offset:] - signal_1 = np.zeros((loc_data).shape) - signal_1 += loc_data - signal_1 += np.random.random(len(loc_data)) * noise_weight - - conn_vals = list() - fig = plt.figure() - for phase_shift in np.arange(phase_min, phase_max, phase_step): - loc_offset = offset - int(np.ceil(frequency_sampling/frequency_peak * phase_shift/360)) - loc_data = data[(loc_offset):] - signal_2 = np.zeros(loc_data.shape) - signal_2 += loc_data - signal_2 += np.random.random(len(loc_data)) * noise_weight - - plt.cla() - plt.plot(signal_1[:500], color = "blue") - plt.plot(signal_2[:500], color = "red") - plt.title("Signal shifted by %2.f degree around %2.2fHz" % (float(phase_shift), float(frequency_peak))) - plt.show(block = False) - plt.pause(0.001) - - dac_value_td = calc_from_time_domain(signal_1, signal_2, fmin, fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh) - dac_value_fd = calc_from_time_domain(signal_1, signal_2, fmin, fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh) - dac_value_coh = calc_from_time_domain(signal_1, signal_2, fmin, fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh) - - if (np.isnan(dac_value_td) == False and np.isnan(dac_value_fd) == False and np.isnan(dac_value_coh) == False): - if (dac_value_td != dac_value_fd or dac_value_td != dac_value_coh): - print("Error") - - conn_vals.append(dac_value_td if (np.isnan(dac_value_td) == False) else 0) - - plt.close(fig) - - plt.figure() - plt.scatter(np.arange(phase_min, phase_max, phase_step), conn_vals) - plt.show(block = True) - - - def calc_from_time_domain(signal_1, signal_2, fmin, fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh): - return td.run_dac(signal_1, signal_2, fmin , fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh)[1] - - def calc_from_frequency_domain(signal_1, signal_2, fmin, fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh): - seg_data_X = misc._segment_data(signal_1, nperseg, pad_type = "zero") - seg_data_Y = misc._segment_data(signal_2, nperseg, pad_type = "zero") - - (bins, fd_signal_1) = misc._calc_FFT(seg_data_X, frequency_sampling, nfft, window = "hanning") - (_, fd_signal_2) = misc._calc_FFT(seg_data_Y, frequency_sampling, nfft, window = "hanning") - - return fd.run_dac(fd_signal_1, fd_signal_2, bins, fmin, fmax, return_signed_conn, minimal_angle_thresh)[1] - - def calc_from_coherency_domain(signal_1, signal_2, fmin, fmax, frequency_sampling, nperseg, nfft, return_signed_conn, minimal_angle_thresh): - (bins, coh) = td.run_cc(signal_1, signal_2, nperseg, "zero", frequency_sampling, nfft, "hanning") - - return cohd.run_dac(coh, bins, fmin, fmax, return_signed_conn, minimal_angle_thresh)[1] - - - main() - -Shifting the reference signal from -90° to + 270° emulates connectivity in different directions and volume conductance at 0°. Ordinarily volume conduction is returned as nan, however in the scope of this example it is returned as 0. - -.. image:: img/dac.png - - - diff --git a/docs/build/_sources/sfc/im.rst.txt b/docs/build/_sources/sfc/im.rst.txt deleted file mode 100644 index fbf35938..00000000 --- a/docs/build/_sources/sfc/im.rst.txt +++ /dev/null @@ -1,119 +0,0 @@ - -Imaginary coherence -=================== - -This function may be called for data in the time domain, the frequency domain, or (if correctly aligned) in the complex coherency domain. - -.. note:: Use the following function for time domain data. - -.. currentmodule:: sfc.td -.. autofunction:: run_ic - -.. note:: Use the following function for frequency domain data. - -.. currentmodule:: sfc.fd -.. autofunction:: run_ic - -.. note:: Use the following function for complex coherency domain data. - -.. currentmodule:: sfc.cd -.. autofunction:: run_ic - -The following code example shows how to apply imaginary coherence to measure sfc. - -.. code:: python - - import numpy as np - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.sfc.td as td - import finn.sfc.fd as fd - import finn.sfc.cd as cohd - - import finn.sfc._misc as misc - import demo_data.demo_data_paths as paths - - def main(): - data = np.load(paths.fct_sfc_data) - frequency_sampling = 5500 - frequency_peak = 30 - - noise_weight = 0.2 - - phase_min = -90 - phase_max = 270 - phase_step = 4 - - frequency_target = 30 - nperseg = frequency_sampling - nfft = frequency_sampling - - #Generate data - offset = int(np.ceil(frequency_sampling/frequency_peak)) - loc_data = data[offset:] - signal_1 = np.zeros((loc_data).shape) - signal_1 += loc_data - signal_1 += np.random.random(len(loc_data)) * noise_weight - - conn_vals = list() - fig = plt.figure() - for phase_shift in np.arange(phase_min, phase_max, phase_step): - loc_offset = offset - int(np.ceil(frequency_sampling/frequency_peak * phase_shift/360)) - loc_data = data[(loc_offset):] - signal_2 = np.zeros(loc_data.shape) - signal_2 += loc_data - signal_2 += np.random.random(len(loc_data)) * noise_weight - - plt.cla() - plt.plot(signal_1[:500], color = "blue") - plt.plot(signal_2[:500], color = "red") - plt.title("Signal shifted by %2.f degree around %2.2fHz" % (float(phase_shift), float(frequency_peak))) - plt.show(block = False) - plt.pause(0.001) - - conn_value_td = calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - conn_value_fd = calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - conn_value_coh = calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - - if (np.isnan(conn_value_td) == False and np.isnan(conn_value_fd) == False and np.isnan(conn_value_coh) == False): - if (conn_value_td != conn_value_fd or conn_value_td != conn_value_coh): - print("Error") - - conn_vals.append(conn_value_td if (np.isnan(conn_value_td) == False) else 0) - - plt.close(fig) - - plt.figure() - plt.scatter(np.arange(phase_min, phase_max, phase_step), conn_vals) - plt.show(block = True) - - - def calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - return td.run_ic(signal_1, signal_2, frequency_sampling, nperseg, nfft)[1][frequency_target] - - def calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - seg_data_X = misc._segment_data(signal_1, nperseg, pad_type = "zero") - seg_data_Y = misc._segment_data(signal_2, nperseg, pad_type = "zero") - - (bins, fd_signal_1) = misc._calc_FFT(seg_data_X, frequency_sampling, nfft, window = "hanning") - (_, fd_signal_2) = misc._calc_FFT(seg_data_Y, frequency_sampling, nfft, window = "hanning") - - return fd.run_ic(fd_signal_1, fd_signal_2)[1][[np.argmin(np.abs(bins - frequency_target))]] - - def calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - (bins, coh) = td.run_cc(signal_1, signal_2, nperseg, "zero", frequency_sampling, nfft, "hanning") - - return cohd.run_ic(coh)[np.argmin(np.abs(bins - frequency_target))] - - - main() - -The maximum score of imaginary coherence is dependent on the phase shift between two signals, hence it can only be interpreted relatively and never absolutely. - -.. image:: img/im.png - - - diff --git a/docs/build/_sources/sfc/msc.rst.txt b/docs/build/_sources/sfc/msc.rst.txt deleted file mode 100644 index f3d711d8..00000000 --- a/docs/build/_sources/sfc/msc.rst.txt +++ /dev/null @@ -1,120 +0,0 @@ - -Magnitude squared coherence -=========================== - -This function may be called for data in the time domain, the frequency domain, or (if correctly aligned) in the complex coherency domain. - -.. note:: Use the following function for time domain data. - -.. currentmodule:: sfc.td -.. autofunction:: run_msc - -.. note:: Use the following function for frequency domain data. - -.. currentmodule:: sfc.fd -.. autofunction:: run_msc - -.. note:: Use the following function for complex coherency domain data. - -.. currentmodule:: sfc.cd -.. autofunction:: run_msc - -The following code example shows how to apply magnitude squared coherence to measure sfc. - -.. code:: python - - import numpy as np - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.sfc.td as td - import finn.sfc.fd as fd - import finn.sfc.cd as cohd - - import finn.sfc._misc as misc - import demo_data.demo_data_paths as paths - - def main(): - data = np.load(paths.fct_sfc_data) - frequency_sampling = 5500 - frequency_peak = 30 - - noise_weight = 0.2 - - phase_min = -90 - phase_max = 270 - phase_step = 4 - - frequency_target = 30 - nperseg = frequency_sampling - nfft = frequency_sampling - - #Generate data - offset = int(np.ceil(frequency_sampling/frequency_peak)) - loc_data = data[offset:] - signal_1 = np.zeros((loc_data).shape) - signal_1 += loc_data - signal_1 += np.random.random(len(loc_data)) * noise_weight - - conn_vals = list() - fig = plt.figure() - for phase_shift in np.arange(phase_min, phase_max, phase_step): - loc_offset = offset - int(np.ceil(frequency_sampling/frequency_peak * phase_shift/360)) - loc_data = data[(loc_offset):] - signal_2 = np.zeros(loc_data.shape) - signal_2 += loc_data - signal_2 += np.random.random(len(loc_data)) * noise_weight - - plt.cla() - plt.plot(signal_1[:500], color = "blue") - plt.plot(signal_2[:500], color = "red") - plt.title("Signal shifted by %2.f degree around %2.2fHz" % (float(phase_shift), float(frequency_peak))) - plt.show(block = False) - plt.pause(0.001) - - conn_value_td = calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - conn_value_fd = calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - conn_value_coh = calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - - if (np.isnan(conn_value_td) == False and np.isnan(conn_value_fd) == False and np.isnan(conn_value_coh) == False): - if (conn_value_td != conn_value_fd or conn_value_td != conn_value_coh): - print("Error") - - conn_vals.append(conn_value_td if (np.isnan(conn_value_td) == False) else 0) - - plt.close(fig) - - plt.figure() - plt.scatter(np.arange(phase_min, phase_max, phase_step), conn_vals) - plt.ylim((0, 1.1)) - plt.show(block = True) - - - def calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - return td.run_msc(signal_1, signal_2, frequency_sampling, nperseg, nfft)[1][frequency_target] - - def calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - seg_data_X = misc._segment_data(signal_1, nperseg, pad_type = "zero") - seg_data_Y = misc._segment_data(signal_2, nperseg, pad_type = "zero") - - (bins, fd_signal_1) = misc._calc_FFT(seg_data_X, frequency_sampling, nfft, window = "hanning") - (_, fd_signal_2) = misc._calc_FFT(seg_data_Y, frequency_sampling, nfft, window = "hanning") - - return fd.run_msc(fd_signal_1, fd_signal_2, bins)[1][[np.argmin(np.abs(bins - frequency_target))]] - - def calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - (bins, coh) = td.run_cc(signal_1, signal_2, nperseg, "zero", frequency_sampling, nfft, "hanning") - - return cohd.run_msc(coh)[np.argmin(np.abs(bins - frequency_target))] - - - main() - -Magnitude squared coherence is a very robust, but directionless, metric of coherence which is does not distingish between real connectivity and volume conduction. - -.. image:: img/msc.png - - - diff --git a/docs/build/_sources/sfc/psi.rst.txt b/docs/build/_sources/sfc/psi.rst.txt deleted file mode 100644 index 299bf09e..00000000 --- a/docs/build/_sources/sfc/psi.rst.txt +++ /dev/null @@ -1,143 +0,0 @@ - -Phase slope index -================= - -This function may be called for data in the time domain, the frequency domain, or (if correctly aligned) in the complex coherency domain. - -.. note:: Use the following function for time domain data. - -.. currentmodule:: sfc.td -.. autofunction:: run_psi - -.. note:: Use the following function for frequency domain data. - -.. currentmodule:: sfc.fd -.. autofunction:: run_psi - -.. note:: Use the following function for complex coherency domain data. - -.. currentmodule:: sfc.cd -.. autofunction:: run_psi - -The following code example shows how to apply the phase slope index to measure sfc. - -.. code:: python - - import numpy as np - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.sfc.td as td - import finn.sfc.fd as fd - import finn.sfc.cd as cohd - - import finn.sfc._misc as misc - import demo_data.demo_data_paths as paths - - def main(): - data = np.load(paths.fct_sfc_data) - frequency_sampling = 5500 - frequency_peak = 30 - - noise_weight = 0.2 - - phase_min = -90 - phase_max = 270 - phase_step = 4 - - fmin = 28 - fmax = 33 - - #Generate data - offset = int(np.ceil(frequency_sampling/frequency_peak)) - loc_data = data[offset:] - signal_1 = np.zeros((loc_data).shape) - signal_1 += loc_data - signal_1 += np.random.random(len(loc_data)) * noise_weight - - conn_vals = list() - fig = plt.figure() - for phase_shift in np.arange(phase_min, phase_max, phase_step): - loc_offset = offset - int(np.ceil(frequency_sampling/frequency_peak * phase_shift/360)) - loc_data = data[(loc_offset):] - signal_2 = np.zeros(loc_data.shape) - signal_2 += loc_data - signal_2 += np.random.random(len(loc_data)) * noise_weight - - plt.cla() - plt.plot(signal_1[:500], color = "blue") - plt.plot(signal_2[:500], color = "red") - plt.title("Signal shifted by %2.f degree around %2.2fHz" % (float(phase_shift), float(frequency_peak))) - plt.show(block = False) - plt.pause(0.001) - - conn_value_td = calc_from_time_domain(signal_1, signal_2, frequency_sampling, fmin, fmax) - conn_value_fd = calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, fmin, fmax) - conn_value_coh = calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, fmin, fmax) - - if (np.isnan(conn_value_td) == False and np.isnan(conn_value_fd) == False and np.isnan(conn_value_coh) == False): - if (conn_value_td != conn_value_fd or conn_value_td != conn_value_coh): - print("Error") - - conn_vals.append(conn_value_td if (np.isnan(conn_value_td) == False) else 0) - - plt.close(fig) - - plt.figure() - plt.scatter(np.arange(phase_min, phase_max, phase_step), conn_vals) - plt.show(block = True) - - def calc_from_time_domain(signal_1, signal_2, frequency_sampling, f_min, f_max): - nperseg_outer = int(frequency_sampling * 3) - nperseg_inner = frequency_sampling - nfft = frequency_sampling - - return td.run_psi(signal_1, signal_2, nperseg_outer, frequency_sampling, nperseg_inner, nfft, "hanning", "zero", f_min, f_max, f_step_sz = 1) - - def calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, f_min, f_max): - nperseg_outer = int(frequency_sampling * 3) - nperseg_inner = frequency_sampling - nfft = frequency_sampling - - fd_signals_1 = list() - fd_signals_2 = list() - - for idx_start in np.arange(0, len(signal_1), nperseg_outer): - - seg_data_X = misc._segment_data(signal_1[idx_start:int(idx_start + nperseg_outer)], nperseg_inner, pad_type = "zero") - seg_data_Y = misc._segment_data(signal_2[idx_start:int(idx_start + nperseg_outer)], nperseg_inner, pad_type = "zero") - - (bins, fd_signal_1) = misc._calc_FFT(seg_data_X, frequency_sampling, nfft, window = "hanning") - (_, fd_signal_2) = misc._calc_FFT(seg_data_Y, frequency_sampling, nfft, window = "hanning") - - fd_signals_1.append(fd_signal_1) - fd_signals_2.append(fd_signal_2) - - return fd.run_psi(fd_signals_1, fd_signals_2, bins, f_min, f_max, 1) - - def calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, f_min, f_max): - - nperseg_outer = int(frequency_sampling * 3) - nperseg_inner = frequency_sampling - nfft = frequency_sampling - - data_coh = list() - - for idx_start in np.arange(0, len(signal_1), nperseg_outer): - - (bins, cc) = td.run_cc(signal_1[idx_start:(idx_start + nperseg_outer)], signal_2[idx_start:(idx_start + nperseg_outer)], nperseg_inner, pad_type = "zero", - fs = frequency_sampling, nfft = nfft, window = "hanning") - data_coh.append(cc) - - return cohd.run_psi(data_coh, bins, f_min, f_max) - - main() - -The phase slope index is a reliable measure of connectivity which is commonly normalized via dividing a series of PSI estimates by their variance. Hence, the normalization increases the amount of data needed. - -.. image:: img/psi.png - - - diff --git a/docs/build/_sources/sfc/wpli.rst.txt b/docs/build/_sources/sfc/wpli.rst.txt deleted file mode 100644 index 9a7a631e..00000000 --- a/docs/build/_sources/sfc/wpli.rst.txt +++ /dev/null @@ -1,140 +0,0 @@ - -Weighted phase lag index -======================== - -This function may be called for data in the time domain, the frequency domain, or (if correctly aligned) in the complex coherency domain. - -.. note:: Use the following function for time domain data. - -.. currentmodule:: sfc.td -.. autofunction:: run_wpli - -.. note:: Use the following function for frequency domain data. - -.. currentmodule:: sfc.fd -.. autofunction:: run_wpli - -.. note:: Use the following function for complex coherency domain data. - -.. currentmodule:: sfc.cd -.. autofunction:: run_wpli - -The following code example shows how to apply the weighted phase lag index to measure sfc. - -.. code:: python - - import numpy as np - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.sfc.td as td - import finn.sfc.fd as fd - import finn.sfc.cd as cohd - - import finn.sfc._misc as misc - import demo_data.demo_data_paths as paths - - def main(): - data = np.load(paths.fct_sfc_data) - frequency_sampling = 5500 - frequency_peak = 30 - - noise_weight = 0.2 - - phase_min = -270 - phase_max = 270 - phase_step = 4 - - frequency_target = 30 - nperseg = frequency_sampling - nfft = frequency_sampling - - #Generate data - offset = int(np.ceil(frequency_sampling/frequency_peak)) - loc_data = data[offset:] - signal_1 = np.zeros((loc_data).shape) - signal_1 += loc_data - signal_1 += np.random.random(len(loc_data)) * noise_weight - - conn_vals = list() - fig = plt.figure() - for phase_shift in np.arange(phase_min, phase_max, phase_step): - loc_offset = offset - int(np.ceil(frequency_sampling/frequency_peak * phase_shift/360)) - loc_data = data[(loc_offset):] - signal_2 = np.zeros(loc_data.shape) - signal_2 += loc_data - signal_2 += np.random.random(len(loc_data)) * noise_weight - - plt.cla() - plt.plot(signal_1[:500], color = "blue") - plt.plot(signal_2[:500], color = "red") - plt.title("Signal shifted by %2.f degree around %2.2fHz" % (float(phase_shift), float(frequency_peak))) - plt.show(block = False) - plt.pause(0.001) - - conn_value_td = calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - conn_value_fd = calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - conn_value_coh = calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target) - - if (np.isnan(conn_value_td) == False and np.isnan(conn_value_fd) == False and np.isnan(conn_value_coh) == False): - if (conn_value_td != conn_value_fd or conn_value_td != conn_value_coh): - print("Error") - - conn_vals.append(conn_value_td if (np.isnan(conn_value_td) == False) else 0) - - plt.close(fig) - - plt.figure() - plt.scatter(np.arange(phase_min, phase_max, phase_step), conn_vals) - plt.show(block = True) - - - def calc_from_time_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - return td.run_wpli(signal_1, signal_2, frequency_sampling, nperseg, nfft)[1][frequency_target] - - def calc_from_frequency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - - fd_signals_X = list() - fd_signals_Y = list() - - for block_start in np.arange(0, np.min([len(signal_1), len(signal_2)]) - nperseg, nperseg): - loc_signal_1 = signal_1[block_start:(block_start + nperseg)] - loc_signal_2 = signal_2[block_start:(block_start + nperseg)] - - seg_signal_X = misc._segment_data(loc_signal_1, nperseg, pad_type = "zero") - seg_signal_Y = misc._segment_data(loc_signal_2, nperseg, pad_type = "zero") - - (bins, fd_signal_X) = misc._calc_FFT(seg_signal_X, frequency_sampling, nfft, window = "hann") - (_, fd_signal_Y) = misc._calc_FFT(seg_signal_Y, frequency_sampling, nfft, window = "hanning") - - fd_signals_X.append(fd_signal_X[0, :]) - fd_signals_Y.append(fd_signal_Y[0, :]) - - return fd.run_wpli(fd_signals_X, fd_signals_Y)[np.argmin(np.abs(bins - frequency_target))] - - def calc_from_coherency_domain(signal_1, signal_2, frequency_sampling, nperseg, nfft, frequency_target): - s_xy = list() - for block_start in np.arange(0, np.min([len(signal_1), len(signal_2)]) - nperseg, nperseg): - loc_data1 = signal_1[block_start:(block_start + nperseg)] - loc_data2 = signal_2[block_start:(block_start + nperseg)] - - seg_data_X = misc._segment_data(loc_data1, nperseg, pad_type = "zero") - seg_data_Y = misc._segment_data(loc_data2, nperseg, pad_type = "zero") - - (_, f_data_X) = misc._calc_FFT(seg_data_X, frequency_sampling, nfft, window = "hann") - (_, f_data_Y) = misc._calc_FFT(seg_data_Y, frequency_sampling, nfft, window = "hann") - - s_xy.append((np.conjugate(f_data_X[0, :]) * f_data_Y[0, :] * 2)) - - s_xy = np.asarray(s_xy) - - return cohd.run_wpli(s_xy)[frequency_target] - -The weighted phase lag index is a reliable measure of connectivity which is directionless, yet sensitive to volume conduction. - -.. image:: img/wpli.png - - - diff --git a/docs/build/_sources/src_rec.rst.txt b/docs/build/_sources/src_rec.rst.txt deleted file mode 100644 index d1e91537..00000000 --- a/docs/build/_sources/src_rec.rst.txt +++ /dev/null @@ -1,25 +0,0 @@ - -Source reconstruction -===================== - -.. automodule:: src_rec - :members: - -.. toctree:: - :maxdepth: 2 - - src_rec/avg_src_reg - src_rec/bem_mdl - src_rec/coreg - src_rec/cort_mdl - src_rec/freesurfer - src_rec/fwd_mdl - src_rec/inv_mdl - src_rec/sen_cov - src_rec/skull_skin_mdls - src_rec/sphere_mdl - src_rec/subj_to_fsavg - src_rec/utils - - - diff --git a/docs/build/_sources/src_rec/avg_src_reg.rst.txt b/docs/build/_sources/src_rec/avg_src_reg.rst.txt deleted file mode 100644 index a5a0ae87..00000000 --- a/docs/build/_sources/src_rec/avg_src_reg.rst.txt +++ /dev/null @@ -1,18 +0,0 @@ - -Source space region clustering -============================== - -This module may be employed to cluster source areas into distinct regions. - -.. currentmodule:: src_rec.avg_src_reg -.. autofunction:: run - -.. currentmodule:: src_rec.avg_src_reg -.. autofunction:: _read_freesurfer_annotation - -.. currentmodule:: src_rec.avg_src_reg -.. autofunction:: _get_sphere_faces - -.. currentmodule:: src_rec.avg_src_reg -.. autofunction:: _get_mri_to_model_trans - diff --git a/docs/build/_sources/src_rec/bem_mdl.rst.txt b/docs/build/_sources/src_rec/bem_mdl.rst.txt deleted file mode 100644 index 1db9634a..00000000 --- a/docs/build/_sources/src_rec/bem_mdl.rst.txt +++ /dev/null @@ -1,17 +0,0 @@ - -Boundary element model (BEM) -============================ - -This module may be employed to calculate the boundary element model for EEG/MEG source reconstruction. - -.. currentmodule:: src_rec.bem_mdl -.. autofunction:: BEM_mdl - -.. currentmodule:: src_rec.bem_mdl -.. autofunction:: run - -.. currentmodule:: src_rec.bem_mdl -.. autofunction:: _find_non_diag_omega - -.. currentmodule:: src_rec.bem_mdl -.. autofunction:: _find_diag_omega diff --git a/docs/build/_sources/src_rec/coreg.rst.txt b/docs/build/_sources/src_rec/coreg.rst.txt deleted file mode 100644 index 957ce4cf..00000000 --- a/docs/build/_sources/src_rec/coreg.rst.txt +++ /dev/null @@ -1,67 +0,0 @@ - -Coregistration, MEG to MRI -=========================== - -This module may be employed to coregister MEG to MRI images. - -.. currentmodule:: src_rec.coreg -.. autofunction:: Coreg - -.. currentmodule:: src_rec.coreg -.. autofunction:: run - -.. currentmodule:: src_rec.coreg -.. autofunction:: plot_coregistration - -.. currentmodule:: src_rec.coreg -.. autofunction:: load_meg_ref_pts - -.. currentmodule:: src_rec.coreg -.. autofunction:: _calc_coreg - -.. currentmodule:: src_rec.coreg -.. autofunction:: _load_mri_ref_pts - -.. currentmodule:: src_rec.coreg -.. autofunction:: _format_fiducials - -.. currentmodule:: src_rec.coreg -.. autofunction:: _load_hd_surf - -.. currentmodule:: src_rec.coreg -.. autofunction:: _registrate_3d_points_restricted - -.. currentmodule:: src_rec.coreg -.. autofunction:: _get_ref_ptn_cnt - -.. currentmodule:: src_rec.coreg -.. autofunction:: _refine_registration - -.. currentmodule:: src_rec.coreg -.. autofunction:: _rm_bad_head_shape_pts - -.. currentmodule:: src_rec.coreg -.. autofunction:: _registrate_3d_points_free - -.. currentmodule:: src_rec.coreg -.. autofunction:: _translation - -.. currentmodule:: src_rec.coreg -.. autofunction:: _rotation - -.. currentmodule:: src_rec.coreg -.. autofunction:: _scaling - -.. currentmodule:: src_rec.coreg -.. autofunction:: _get_transformation_matrix - -.. currentmodule:: src_rec.coreg -.. autofunction:: _get_rot_and_scale_mat - -.. currentmodule:: src_rec.coreg -.. autofunction:: _get_trans_and_rot_mat - -.. currentmodule:: src_rec.coreg -.. autofunction:: _get_rot_mat - - diff --git a/docs/build/_sources/src_rec/cort_mdl.rst.txt b/docs/build/_sources/src_rec/cort_mdl.rst.txt deleted file mode 100644 index c20721e7..00000000 --- a/docs/build/_sources/src_rec/cort_mdl.rst.txt +++ /dev/null @@ -1,35 +0,0 @@ - -Cortical model -============== - -This module may be employed to read and cortical models. - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: Cort_mdl - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: get - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: _read - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: _create_source_mesh_model - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: _match_source_mesh_model - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: _rm_out_of_in_skull_vert - -.. currentmodule:: src_rec.cort_mdl -.. autofunction:: _update_invalid_vertices - - - - - - - - - diff --git a/docs/build/_sources/src_rec/freesurfer.rst.txt b/docs/build/_sources/src_rec/freesurfer.rst.txt deleted file mode 100644 index 19a1310d..00000000 --- a/docs/build/_sources/src_rec/freesurfer.rst.txt +++ /dev/null @@ -1,25 +0,0 @@ - -Freesurfer methods -================== - -This module calls freesurfer methods. - -.. currentmodule:: src_rec.freesurfer -.. autofunction:: init_fs_paths - -.. currentmodule:: src_rec.freesurfer -.. autofunction:: extract_mri_anatomy - -.. currentmodule:: src_rec.freesurfer -.. autofunction:: copy_fsavg_anatomy - -.. currentmodule:: src_rec.freesurfer -.. autofunction:: extract_skull_skin - -.. currentmodule:: src_rec.freesurfer -.. autofunction:: _create_fiducials - -.. currentmodule:: src_rec.freesurfer -.. autofunction:: _format_fiducials - - diff --git a/docs/build/_sources/src_rec/fwd_mdl.rst.txt b/docs/build/_sources/src_rec/fwd_mdl.rst.txt deleted file mode 100644 index 64396cc3..00000000 --- a/docs/build/_sources/src_rec/fwd_mdl.rst.txt +++ /dev/null @@ -1,35 +0,0 @@ - -Forward model -============= - -This module may be employed to calculate the forward model for the source reconstruction. - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: compute - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: restrict - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _get_meg_coil_info - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _get_meg_coil_positions - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _comp_src_sen_contrib - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _calc_magnetic_fields - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _add_current_distribution - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _calc_bem_fields - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _calc_acc_hem_normals - -.. currentmodule:: src_rec.fwd_mdl -.. autofunction:: _find_vertex_clusters diff --git a/docs/build/_sources/src_rec/inv_mdl.rst.txt b/docs/build/_sources/src_rec/inv_mdl.rst.txt deleted file mode 100644 index 40c8d937..00000000 --- a/docs/build/_sources/src_rec/inv_mdl.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ - -Inverse model -============= - -This module inverts the forward model. - -.. currentmodule:: src_rec.inv_mdl -.. autofunction:: Inv_mdl - -.. currentmodule:: src_rec.inv_mdl -.. autofunction:: compute - -.. currentmodule:: src_rec.inv_mdl -.. autofunction:: apply - -.. currentmodule:: src_rec.inv_mdl -.. autofunction:: _calc_whitener - -.. currentmodule:: src_rec.inv_mdl -.. autofunction:: _get_meg_channel_type_idx - - diff --git a/docs/build/_sources/src_rec/sen_cov.rst.txt b/docs/build/_sources/src_rec/sen_cov.rst.txt deleted file mode 100644 index 1e207985..00000000 --- a/docs/build/_sources/src_rec/sen_cov.rst.txt +++ /dev/null @@ -1,32 +0,0 @@ - -Sensor covariance -================= - -This module may be employed to calculate the sensor covariance matrix. - -.. currentmodule:: src_rec.sen_cov -.. autofunction:: Sen_cov - -.. currentmodule:: src_rec.sen_cov -.. autofunction:: run - -.. currentmodule:: src_rec.sen_cov -.. autofunction:: load - -.. currentmodule:: src_rec.sen_cov -.. autofunction:: _get_bio_channel_type_idx - -.. currentmodule:: src_rec.sen_cov -.. autofunction:: _empirically_estimate_cov - -.. currentmodule:: src_rec.sen_cov -.. autofunction:: _calc_sensor_noise_cov - - - - - - - - - diff --git a/docs/build/_sources/src_rec/skull_skin_mdls.rst.txt b/docs/build/_sources/src_rec/skull_skin_mdls.rst.txt deleted file mode 100644 index 75b7650a..00000000 --- a/docs/build/_sources/src_rec/skull_skin_mdls.rst.txt +++ /dev/null @@ -1,29 +0,0 @@ - -Skull and skin models -===================== - -This module may be employed to calculate a (source space) mesh model. - -.. currentmodule:: src_rec.skull_skin_mdls -.. autofunction:: Skull_skin_mdls - -.. currentmodule:: src_rec.skull_skin_mdls -.. autofunction:: read - -.. currentmodule:: src_rec.skull_skin_mdls -.. autofunction:: plot - -.. currentmodule:: src_rec.skull_skin_mdls -.. autofunction:: _load_and_orient_t1 - -.. currentmodule:: src_rec.skull_skin_mdls -.. autofunction:: _plot_subplots - - - - - - - - - diff --git a/docs/build/_sources/src_rec/sphere_mdl.rst.txt b/docs/build/_sources/src_rec/sphere_mdl.rst.txt deleted file mode 100644 index 03aeb501..00000000 --- a/docs/build/_sources/src_rec/sphere_mdl.rst.txt +++ /dev/null @@ -1,29 +0,0 @@ - -Sphere models -============= - -This module may be employed to generate sphere models. - -.. currentmodule:: src_rec.sphere_mdl -.. autofunction:: calculate_sphere_from_octahedron - -.. currentmodule:: src_rec.sphere_mdl -.. autofunction:: calculate_sphere_from_icosahedron - -.. currentmodule:: src_rec.sphere_mdl -.. autofunction:: read_sphere_from_icosahedron_in_fs_order - -.. currentmodule:: src_rec.sphere_mdl -.. autofunction:: prune_closeby_vert - -.. currentmodule:: src_rec.sphere_mdl -.. autofunction:: _tessellate_sphere - - - - - - - - - diff --git a/docs/build/_sources/src_rec/subj_to_fsavg.rst.txt b/docs/build/_sources/src_rec/subj_to_fsavg.rst.txt deleted file mode 100644 index b8fb090f..00000000 --- a/docs/build/_sources/src_rec/subj_to_fsavg.rst.txt +++ /dev/null @@ -1,29 +0,0 @@ - -Subject to fs-avg -================= - -This module provides methods to transform data from subject specific into fs-average space. - -.. currentmodule:: src_rec.subj_to_fsavg -.. autofunction:: prepare - -.. currentmodule:: src_rec.subj_to_fsavg -.. autofunction:: compute - -.. currentmodule:: src_rec.subj_to_fsavg -.. autofunction:: apply - -.. currentmodule:: src_rec.subj_to_fsavg -.. autofunction:: _calc_small_to_default_vertices_proj - -.. currentmodule:: src_rec.subj_to_fsavg -.. autofunction:: _calc_mri_maps - - - - - - - - - diff --git a/docs/build/_sources/src_rec/utils.rst.txt b/docs/build/_sources/src_rec/utils.rst.txt deleted file mode 100644 index 6c59964e..00000000 --- a/docs/build/_sources/src_rec/utils.rst.txt +++ /dev/null @@ -1,37 +0,0 @@ - -Utility functions -================= - -This module serves as a collection for methods not strictly limited to a singular application case. - -.. currentmodule:: src_rec.utils -.. autofunction:: run_subprocess_in_custom_working_directory - -.. currentmodule:: src_rec.utils -.. autofunction:: fast_cross_product - -.. currentmodule:: src_rec.utils -.. autofunction:: norm_vert - -.. currentmodule:: src_rec.utils -.. autofunction:: magn_of_vec - -.. currentmodule:: src_rec.utils -.. autofunction:: apply_inv_transformation - -.. currentmodule:: src_rec.utils -.. autofunction:: calc_quat_angle - -.. currentmodule:: src_rec.utils -.. autofunction:: orient_mat_to_block_format - -.. currentmodule:: src_rec.utils -.. autofunction:: get_eigenbasis - -.. currentmodule:: src_rec.utils -.. autofunction:: find_nearest_neighbor - -.. currentmodule:: src_rec.utils -.. autofunction:: find_valid_vertices - - diff --git a/docs/build/_sources/statistical.rst.txt b/docs/build/_sources/statistical.rst.txt deleted file mode 100644 index a064ec11..00000000 --- a/docs/build/_sources/statistical.rst.txt +++ /dev/null @@ -1,13 +0,0 @@ - -Statistical -=========== - -.. automodule:: statistical - :members: - -.. toctree:: - :maxdepth: 2 - - statistical/glmm - - diff --git a/docs/build/_sources/statistical/glmm.rst.txt b/docs/build/_sources/statistical/glmm.rst.txt deleted file mode 100644 index d4c0820a..00000000 --- a/docs/build/_sources/statistical/glmm.rst.txt +++ /dev/null @@ -1,62 +0,0 @@ - -Generalized linear mixed model -============================== - - -.. currentmodule:: statistical.glmm -.. autofunction:: run - -The following code example shows how to apply the glmm for data evaluation. - -.. code:: python - - import numpy as np - np.random.seed(0) - - import finn.statistical.glmm as glmm - - data_size = 100000 - random_factor_count = 20 - nested_random_factor_count = 2 - - data_01 = np.random.normal(0, 3, int(data_size/2)); data_02 = np.random.normal(1, 2, int(data_size/2)); data_0 = np.concatenate((data_01, data_02)); data_0 = np.expand_dims(data_0, axis = 0) - - data_11 = np.random.binomial(1, 0.1, int(data_size/2)); data_12 = np.random.binomial(1, 0.9, int(data_size/2)); data_1 = np.concatenate((data_11, data_12)); data_1 = np.expand_dims(data_1, axis = 0) - data_21 = np.random.binomial(1, 0.5, int(data_size/2))*2-2; data_22 = np.random.binomial(1, 0.5, int(data_size/2))*2-2; data_2 = np.concatenate((data_21, data_22)); data_2 = np.expand_dims(data_2, axis = 0) - data_31 = np.random.normal(0, 1, int(data_size/2)); data_32 = np.random.normal(0.25, 1, int(data_size/2)); data_3 = np.concatenate((data_31, data_32)); data_3 = np.expand_dims(data_3, axis = 0) - data_4 = np.repeat(np.arange(0, random_factor_count), data_size/random_factor_count); np.random.shuffle(data_4); data_4 = np.expand_dims(data_4, axis = 0) - data_5 = np.repeat(np.arange(0, nested_random_factor_count), data_size/nested_random_factor_count); np.random.shuffle(data_5); data_5 = np.expand_dims(data_5, axis = 0) - - data = np.concatenate((data_0, data_1, data_2, data_3, data_4, data_5), axis = 0).transpose() - data_label = ["measured_variable", "categorical_factor_A", "categorical_factor_B", "continous_factor_A", "random_effect_A", "nested_random_effect_A"] - glm_formula = "measured_variable ~ categorical_factor_A + categorical_factor_B + continous_factor_A + categorical_factor_A:continous_factor_A + (1|random_effect_A) + (1|random_effect_A:nested_random_effect_A)" - glm_factor_types = ["continuous", "categorical", "categorical", "continuous", "categorical", "categorical"] - glm_contrasts = "list(categorical_factor_A = contr.sum, categorical_factor_B = contr.sum, continous_factor_A = contr.sum, random_effect_A = contr.sum, nested_random_effect_A = contr.sum)" - glm_model_type = "gaussian" - - stat_results = glmm.run(data = data, label_name= data_label, factor_type = glm_factor_types, formula = glm_formula, contrasts = glm_contrasts, data_type = glm_model_type) - - print("Demo may return a singular fit since the naive applied data generation of this example\n does not guarantee sufficient observations for any random factor/nested random factor.\n") - - for (factor_idx, factor_name) in enumerate(stat_results[5]): - print("factor: %s | p-value: %2.2f | effect size: %2.2f | std error %2.2f" % (factor_name, stat_results[2][factor_idx], - stat_results[3][factor_idx], stat_results[4][factor_idx])) - - -Applying the generalized lineax mixed model will identify categorical_factor_A as significant with a large effect size, continous_factor_A is also significant, but has a much smaller effect size, the intercept is the third significant factor with a relatively small effect size. Neither categorical_factor_B nor the interaction between categorical_factor_A and continous_factor_A are statistically significant or exhibit a large effect size (especially in reference to the std error). - -======================================= ======= =========== ========= -Name p-value effect-size std-error -======================================= ======= =========== ========= -categorical_factor_A 0.00 0.82 0.02 -categorical_factor_B 0.17 -0.02 0.02 -continous_factor_A 0.00 0.04 0.01 -categorical_factor_A:continous_factor_A 0.36 -0.01 0.02 -(Intercept) 0.00 0.10 0.01 -======================================= ======= =========== ========= - -Note: This demo code may return a singular fit since the naive applied data generation of this example - does not guarantee sufficient observations for any random factor/nested random factor. - - - diff --git a/docs/build/_sources/visualization.rst.txt b/docs/build/_sources/visualization.rst.txt deleted file mode 100644 index 5d9fb349..00000000 --- a/docs/build/_sources/visualization.rst.txt +++ /dev/null @@ -1,13 +0,0 @@ - -Visualization -============= - -.. automodule:: visualization - :members: - -.. toctree:: - :maxdepth: 2 - - visualization/topoplot - - diff --git a/docs/build/_sources/visualization/topoplot.rst.txt b/docs/build/_sources/visualization/topoplot.rst.txt deleted file mode 100644 index 2eaceaa3..00000000 --- a/docs/build/_sources/visualization/topoplot.rst.txt +++ /dev/null @@ -1,104 +0,0 @@ - -Topoplot -======== - - -.. currentmodule:: visualization.topoplot -.. autofunction:: Topoplot -.. currentmodule:: visualization.topoplot.Topoplot -.. autofunction:: run - -The following code example shows how to create a topoplot. - -.. code:: python - - import numpy as np - - import matplotlib - matplotlib.use("Qt5agg") - import matplotlib.pyplot as plt - - import finn.visualization.topoplot as tp - - ##Generate some demo data - #Values to be plotted - values_1 = [ 0, - 0, 0, 0, - 0, 0, 0, 5, 0, 0, 0, # <-- Omitting this blob (5) - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, - 0, 0, 1, 2, 1, 0, -1, -2, -1, 0, 0, - 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, -5, 0, 0, 0, # <-- Substituting this blob (-5) - 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, - 0] - - #Significance values before multiple comparison correction (boolean) - values_2 = [ 0, - 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, - 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, - 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, - 0] - - #Significance values after multiple comparison correction (boolean) - values_3 = [ 0, - 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, - 0] - - ch_name_list = [ 'Nz', - 'Fp1', 'Fpz', 'Fp2', - 'AF9', 'AF7', 'AF3', 'AFz', 'AF4', 'AF8', 'AF10', - 'F9', 'F7', 'F5', 'F3', 'F1', 'Fz', 'F2', 'F4', 'F6', 'F8', 'F10', - 'FT9', 'FT7', 'FC5', 'FC3', 'FC1', 'FCz', 'FC2', 'FC4', 'FC6', 'FT8', 'FT10', - 'T9', 'T7', 'C5', 'C3', 'C1', 'Cz', 'C2', 'C4', 'C6', 'T8', 'T10', - 'TP9', 'TP7', 'CP5', 'CP3', 'CP1', 'CPz', 'CP2', 'CP4', 'CP6', 'TP8', 'TP10', - 'P9', 'P7', 'P5', 'P3', 'P1', 'Pz', 'P2', 'P4', 'P6', 'P8', 'P10', - 'PO9', 'PO7', 'PO3', 'POz', 'PO4', 'PO8', 'PO10', - 'O1', 'Oz', 'O2', - 'Iz'] - - omit_channels = ["AFz"] - substitute_channels = [{"src" : ["CP4", "PO4", "P2", "P6"], "tgt" : "P4"},] - - v_min = -3 - v_max = 3 - - file_path = "./test.svg" - screen_channels = False - annotate_ch_names = False - - v_border_values = [0] - v_border_labels = ["Decrease", "Increase"] - - ##Visualize demo data - - topo = tp.topoplot("EEG") - #Plot w/o significances - topo.run(values_1, ch_name_list, omit_channels, substitute_channels, v_min, v_max, v_border_values, v_border_labels, file_path, screen_channels, annotate_ch_names) - #Plot with significances before multiple comparison correction (MCC) only - topo.run(np.asarray([values_1, values_2]).transpose(), ch_name_list, omit_channels, substitute_channels, v_min, v_max, v_border_values, v_border_labels, file_path, screen_channels, annotate_ch_names) - #Plot with significances after MCC only - topo.run(np.asarray([values_1, values_2, values_3]).transpose(), ch_name_list, omit_channels, substitute_channels, v_min, v_max, v_border_values, v_border_labels, file_path, screen_channels, annotate_ch_names) - plt.show(block = True) - -Significance in the topoplot may be (optionally) indicated as significant after multiple comparison correction (mcc), full dots, before mcc correction, half dots, and not significant while effect sizes can be color encoded. - -.. image:: img/topoplot.png - - - diff --git a/docs/build/_static/basic.css b/docs/build/_static/basic.css deleted file mode 100644 index e760386b..00000000 --- a/docs/build/_static/basic.css +++ /dev/null @@ -1,925 +0,0 @@ -/* - * basic.css - * ~~~~~~~~~ - * - * Sphinx stylesheet -- basic theme. - * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ - -/* -- main layout ----------------------------------------------------------- */ - -div.clearer { - clear: both; -} - -div.section::after { - display: block; - content: ''; - clear: left; -} - -/* -- relbar ---------------------------------------------------------------- */ - -div.related { - width: 100%; - font-size: 90%; -} - -div.related h3 { - display: none; -} - -div.related ul { - margin: 0; - padding: 0 0 0 10px; - list-style: none; -} - -div.related li { - display: inline; -} - -div.related li.right { - float: right; - margin-right: 5px; -} - -/* -- sidebar --------------------------------------------------------------- */ - -div.sphinxsidebarwrapper { - padding: 10px 5px 0 10px; -} - -div.sphinxsidebar { - float: left; - width: 270px; - margin-left: -100%; - font-size: 90%; - word-wrap: break-word; - overflow-wrap : break-word; -} - -div.sphinxsidebar ul { - list-style: none; -} - -div.sphinxsidebar ul ul, -div.sphinxsidebar ul.want-points { - margin-left: 20px; - list-style: square; -} - -div.sphinxsidebar ul ul { - margin-top: 0; - margin-bottom: 0; -} - -div.sphinxsidebar form { - margin-top: 10px; -} - -div.sphinxsidebar input { - border: 1px solid #98dbcc; - font-family: sans-serif; - font-size: 1em; -} - -div.sphinxsidebar #searchbox form.search { - overflow: hidden; -} - -div.sphinxsidebar #searchbox input[type="text"] { - float: left; - width: 80%; - padding: 0.25em; - box-sizing: border-box; -} - -div.sphinxsidebar #searchbox input[type="submit"] { - float: left; - width: 20%; - border-left: none; - padding: 0.25em; - box-sizing: border-box; -} - - -img { - border: 0; - max-width: 100%; -} - -/* -- search page ----------------------------------------------------------- */ - -ul.search { - margin: 10px 0 0 20px; - padding: 0; -} - -ul.search li { - padding: 5px 0 5px 20px; - background-image: url(file.png); - background-repeat: no-repeat; - background-position: 0 7px; -} - -ul.search li a { - font-weight: bold; -} - -ul.search li p.context { - color: #888; - margin: 2px 0 0 30px; - text-align: left; -} - -ul.keywordmatches li.goodmatch a { - font-weight: bold; -} - -/* -- index page ------------------------------------------------------------ */ - -table.contentstable { - width: 90%; - margin-left: auto; - margin-right: auto; -} - -table.contentstable p.biglink { - line-height: 150%; -} - -a.biglink { - font-size: 1.3em; -} - -span.linkdescr { - font-style: italic; - padding-top: 5px; - font-size: 90%; -} - -/* -- general index --------------------------------------------------------- */ - -table.indextable { - width: 100%; -} - -table.indextable td { - text-align: left; - vertical-align: top; -} - -table.indextable ul { - margin-top: 0; - margin-bottom: 0; - list-style-type: none; -} - -table.indextable > tbody > tr > td > ul { - padding-left: 0em; -} - -table.indextable tr.pcap { - height: 10px; -} - -table.indextable tr.cap { - margin-top: 10px; - background-color: #f2f2f2; -} - -img.toggler { - margin-right: 3px; - margin-top: 3px; - cursor: pointer; -} - -div.modindex-jumpbox { - border-top: 1px solid #ddd; - border-bottom: 1px solid #ddd; - margin: 1em 0 1em 0; - padding: 0.4em; -} - -div.genindex-jumpbox { - border-top: 1px solid #ddd; - border-bottom: 1px solid #ddd; - margin: 1em 0 1em 0; - padding: 0.4em; -} - -/* -- domain module index --------------------------------------------------- */ - -table.modindextable td { - padding: 2px; - border-collapse: collapse; -} - -/* -- general body styles --------------------------------------------------- */ - -div.body { - min-width: 360px; - max-width: 800px; -} - -div.body p, div.body dd, div.body li, div.body blockquote { - -moz-hyphens: auto; - -ms-hyphens: auto; - -webkit-hyphens: auto; - hyphens: auto; -} - -a.headerlink { - visibility: hidden; -} - -a:visited { - color: #551A8B; -} - -h1:hover > a.headerlink, -h2:hover > a.headerlink, -h3:hover > a.headerlink, -h4:hover > a.headerlink, -h5:hover > a.headerlink, -h6:hover > a.headerlink, -dt:hover > a.headerlink, -caption:hover > a.headerlink, -p.caption:hover > a.headerlink, -div.code-block-caption:hover > a.headerlink { - visibility: visible; -} - -div.body p.caption { - text-align: inherit; -} - -div.body td { - text-align: left; -} - -.first { - margin-top: 0 !important; -} - -p.rubric { - margin-top: 30px; - font-weight: bold; -} - -img.align-left, figure.align-left, .figure.align-left, object.align-left { - clear: left; - float: left; - margin-right: 1em; -} - -img.align-right, figure.align-right, .figure.align-right, object.align-right { - clear: right; - float: right; - margin-left: 1em; -} - -img.align-center, figure.align-center, .figure.align-center, object.align-center { - display: block; - margin-left: auto; - margin-right: auto; -} - -img.align-default, figure.align-default, .figure.align-default { - display: block; - margin-left: auto; - margin-right: auto; -} - -.align-left { - text-align: left; -} - -.align-center { - text-align: center; -} - -.align-default { - text-align: center; -} - -.align-right { - text-align: right; -} - -/* -- sidebars -------------------------------------------------------------- */ - -div.sidebar, -aside.sidebar { - margin: 0 0 0.5em 1em; - border: 1px solid #ddb; - padding: 7px; - background-color: #ffe; - width: 40%; - float: right; - clear: right; - overflow-x: auto; -} - -p.sidebar-title { - font-weight: bold; -} - -nav.contents, -aside.topic, -div.admonition, div.topic, blockquote { - clear: left; -} - -/* -- topics ---------------------------------------------------------------- */ - -nav.contents, -aside.topic, -div.topic { - border: 1px solid #ccc; - padding: 7px; - margin: 10px 0 10px 0; -} - -p.topic-title { - font-size: 1.1em; - font-weight: bold; - margin-top: 10px; -} - -/* -- admonitions ----------------------------------------------------------- */ - -div.admonition { - margin-top: 10px; - margin-bottom: 10px; - padding: 7px; -} - -div.admonition dt { - font-weight: bold; -} - -p.admonition-title { - margin: 0px 10px 5px 0px; - font-weight: bold; -} - -div.body p.centered { - text-align: center; - margin-top: 25px; -} - -/* -- content of sidebars/topics/admonitions -------------------------------- */ - -div.sidebar > :last-child, -aside.sidebar > :last-child, -nav.contents > :last-child, -aside.topic > :last-child, -div.topic > :last-child, -div.admonition > :last-child { - margin-bottom: 0; -} - -div.sidebar::after, -aside.sidebar::after, -nav.contents::after, -aside.topic::after, -div.topic::after, -div.admonition::after, -blockquote::after { - display: block; - content: ''; - clear: both; -} - -/* -- tables ---------------------------------------------------------------- */ - -table.docutils { - margin-top: 10px; - margin-bottom: 10px; - border: 0; - border-collapse: collapse; -} - -table.align-center { - margin-left: auto; - margin-right: auto; -} - -table.align-default { - margin-left: auto; - margin-right: auto; -} - -table caption span.caption-number { - font-style: italic; -} - -table caption span.caption-text { -} - -table.docutils td, table.docutils th { - padding: 1px 8px 1px 5px; - border-top: 0; - border-left: 0; - border-right: 0; - border-bottom: 1px solid #aaa; -} - -th { - text-align: left; - padding-right: 5px; -} - -table.citation { - border-left: solid 1px gray; - margin-left: 1px; -} - -table.citation td { - border-bottom: none; -} - -th > :first-child, -td > :first-child { - margin-top: 0px; -} - -th > :last-child, -td > :last-child { - margin-bottom: 0px; -} - -/* -- figures --------------------------------------------------------------- */ - -div.figure, figure { - margin: 0.5em; - padding: 0.5em; -} - -div.figure p.caption, figcaption { - padding: 0.3em; -} - -div.figure p.caption span.caption-number, -figcaption span.caption-number { - font-style: italic; -} - -div.figure p.caption span.caption-text, -figcaption span.caption-text { -} - -/* -- field list styles ----------------------------------------------------- */ - -table.field-list td, table.field-list th { - border: 0 !important; -} - -.field-list ul { - margin: 0; - padding-left: 1em; -} - -.field-list p { - margin: 0; -} - -.field-name { - -moz-hyphens: manual; - -ms-hyphens: manual; - -webkit-hyphens: manual; - hyphens: manual; -} - -/* -- hlist styles ---------------------------------------------------------- */ - -table.hlist { - margin: 1em 0; -} - -table.hlist td { - vertical-align: top; -} - -/* -- object description styles --------------------------------------------- */ - -.sig { - font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; -} - -.sig-name, code.descname { - background-color: transparent; - font-weight: bold; -} - -.sig-name { - font-size: 1.1em; -} - -code.descname { - font-size: 1.2em; -} - -.sig-prename, code.descclassname { - background-color: transparent; -} - -.optional { - font-size: 1.3em; -} - -.sig-paren { - font-size: larger; -} - -.sig-param.n { - font-style: italic; -} - -/* C++ specific styling */ - -.sig-inline.c-texpr, -.sig-inline.cpp-texpr { - font-family: unset; -} - -.sig.c .k, .sig.c .kt, -.sig.cpp .k, .sig.cpp .kt { - color: #0033B3; -} - -.sig.c .m, -.sig.cpp .m { - color: #1750EB; -} - -.sig.c .s, .sig.c .sc, -.sig.cpp .s, .sig.cpp .sc { - color: #067D17; -} - - -/* -- other body styles ----------------------------------------------------- */ - -ol.arabic { - list-style: decimal; -} - -ol.loweralpha { - list-style: lower-alpha; -} - -ol.upperalpha { - list-style: upper-alpha; -} - -ol.lowerroman { - list-style: lower-roman; -} - -ol.upperroman { - list-style: upper-roman; -} - -:not(li) > ol > li:first-child > :first-child, -:not(li) > ul > li:first-child > :first-child { - margin-top: 0px; -} - -:not(li) > ol > li:last-child > :last-child, -:not(li) > ul > li:last-child > :last-child { - margin-bottom: 0px; -} - -ol.simple ol p, -ol.simple ul p, -ul.simple ol p, -ul.simple ul p { - margin-top: 0; -} - -ol.simple > li:not(:first-child) > p, -ul.simple > li:not(:first-child) > p { - margin-top: 0; -} - -ol.simple p, -ul.simple p { - margin-bottom: 0; -} - -aside.footnote > span, -div.citation > span { - float: left; -} -aside.footnote > span:last-of-type, -div.citation > span:last-of-type { - padding-right: 0.5em; -} -aside.footnote > p { - margin-left: 2em; -} -div.citation > p { - margin-left: 4em; -} -aside.footnote > p:last-of-type, -div.citation > p:last-of-type { - margin-bottom: 0em; -} -aside.footnote > p:last-of-type:after, -div.citation > p:last-of-type:after { - content: ""; - clear: both; -} - -dl.field-list { - display: grid; - grid-template-columns: fit-content(30%) auto; -} - -dl.field-list > dt { - font-weight: bold; - word-break: break-word; - padding-left: 0.5em; - padding-right: 5px; -} - -dl.field-list > dd { - padding-left: 0.5em; - margin-top: 0em; - margin-left: 0em; - margin-bottom: 0em; -} - -dl { - margin-bottom: 15px; -} - -dd > :first-child { - margin-top: 0px; -} - -dd ul, dd table { - margin-bottom: 10px; -} - -dd { - margin-top: 3px; - margin-bottom: 10px; - margin-left: 30px; -} - -.sig dd { - margin-top: 0px; - margin-bottom: 0px; -} - -.sig dl { - margin-top: 0px; - margin-bottom: 0px; -} - -dl > dd:last-child, -dl > dd:last-child > :last-child { - margin-bottom: 0; -} - -dt:target, span.highlighted { - background-color: #fbe54e; -} - -rect.highlighted { - fill: #fbe54e; -} - -dl.glossary dt { - font-weight: bold; - font-size: 1.1em; -} - -.versionmodified { - font-style: italic; -} - -.system-message { - background-color: #fda; - padding: 5px; - border: 3px solid red; -} - -.footnote:target { - background-color: #ffa; -} - -.line-block { - display: block; - margin-top: 1em; - margin-bottom: 1em; -} - -.line-block .line-block { - margin-top: 0; - margin-bottom: 0; - margin-left: 1.5em; -} - -.guilabel, .menuselection { - font-family: sans-serif; -} - -.accelerator { - text-decoration: underline; -} - -.classifier { - font-style: oblique; -} - -.classifier:before { - font-style: normal; - margin: 0 0.5em; - content: ":"; - display: inline-block; -} - -abbr, acronym { - border-bottom: dotted 1px; - cursor: help; -} - -.translated { - background-color: rgba(207, 255, 207, 0.2) -} - -.untranslated { - background-color: rgba(255, 207, 207, 0.2) -} - -/* -- code displays --------------------------------------------------------- */ - -pre { - overflow: auto; - overflow-y: hidden; /* fixes display issues on Chrome browsers */ -} - -pre, div[class*="highlight-"] { - clear: both; -} - -span.pre { - -moz-hyphens: none; - -ms-hyphens: none; - -webkit-hyphens: none; - hyphens: none; - white-space: nowrap; -} - -div[class*="highlight-"] { - margin: 1em 0; -} - -td.linenos pre { - border: 0; - background-color: transparent; - color: #aaa; -} - -table.highlighttable { - display: block; -} - -table.highlighttable tbody { - display: block; -} - -table.highlighttable tr { - display: flex; -} - -table.highlighttable td { - margin: 0; - padding: 0; -} - -table.highlighttable td.linenos { - padding-right: 0.5em; -} - -table.highlighttable td.code { - flex: 1; - overflow: hidden; -} - -.highlight .hll { - display: block; -} - -div.highlight pre, -table.highlighttable pre { - margin: 0; -} - -div.code-block-caption + div { - margin-top: 0; -} - -div.code-block-caption { - margin-top: 1em; - padding: 2px 5px; - font-size: small; -} - -div.code-block-caption code { - background-color: transparent; -} - -table.highlighttable td.linenos, -span.linenos, -div.highlight span.gp { /* gp: Generic.Prompt */ - user-select: none; - -webkit-user-select: text; /* Safari fallback only */ - -webkit-user-select: none; /* Chrome/Safari */ - -moz-user-select: none; /* Firefox */ - -ms-user-select: none; /* IE10+ */ -} - -div.code-block-caption span.caption-number { - padding: 0.1em 0.3em; - font-style: italic; -} - -div.code-block-caption span.caption-text { -} - -div.literal-block-wrapper { - margin: 1em 0; -} - -code.xref, a code { - background-color: transparent; - font-weight: bold; -} - -h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { - background-color: transparent; -} - -.viewcode-link { - float: right; -} - -.viewcode-back { - float: right; - font-family: sans-serif; -} - -div.viewcode-block:target { - margin: -1px -10px; - padding: 0 10px; -} - -/* -- math display ---------------------------------------------------------- */ - -img.math { - vertical-align: middle; -} - -div.body div.math p { - text-align: center; -} - -span.eqno { - float: right; -} - -span.eqno a.headerlink { - position: absolute; - z-index: 1; -} - -div.math:hover a.headerlink { - visibility: visible; -} - -/* -- printout stylesheet --------------------------------------------------- */ - -@media print { - div.document, - div.documentwrapper, - div.bodywrapper { - margin: 0 !important; - width: 100%; - } - - div.sphinxsidebar, - div.related, - div.footer, - #top-link { - display: none; - } -} \ No newline at end of file diff --git a/docs/build/_static/doctools.js b/docs/build/_static/doctools.js deleted file mode 100644 index d06a71d7..00000000 --- a/docs/build/_static/doctools.js +++ /dev/null @@ -1,156 +0,0 @@ -/* - * doctools.js - * ~~~~~~~~~~~ - * - * Base JavaScript utilities for all Sphinx HTML documentation. - * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ -"use strict"; - -const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ - "TEXTAREA", - "INPUT", - "SELECT", - "BUTTON", -]); - -const _ready = (callback) => { - if (document.readyState !== "loading") { - callback(); - } else { - document.addEventListener("DOMContentLoaded", callback); - } -}; - -/** - * Small JavaScript module for the documentation. - */ -const Documentation = { - init: () => { - Documentation.initDomainIndexTable(); - Documentation.initOnKeyListeners(); - }, - - /** - * i18n support - */ - TRANSLATIONS: {}, - PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), - LOCALE: "unknown", - - // gettext and ngettext don't access this so that the functions - // can safely bound to a different name (_ = Documentation.gettext) - gettext: (string) => { - const translated = Documentation.TRANSLATIONS[string]; - switch (typeof translated) { - case "undefined": - return string; // no translation - case "string": - return translated; // translation exists - default: - return translated[0]; // (singular, plural) translation tuple exists - } - }, - - ngettext: (singular, plural, n) => { - const translated = Documentation.TRANSLATIONS[singular]; - if (typeof translated !== "undefined") - return translated[Documentation.PLURAL_EXPR(n)]; - return n === 1 ? singular : plural; - }, - - addTranslations: (catalog) => { - Object.assign(Documentation.TRANSLATIONS, catalog.messages); - Documentation.PLURAL_EXPR = new Function( - "n", - `return (${catalog.plural_expr})` - ); - Documentation.LOCALE = catalog.locale; - }, - - /** - * helper function to focus on search bar - */ - focusSearchBar: () => { - document.querySelectorAll("input[name=q]")[0]?.focus(); - }, - - /** - * Initialise the domain index toggle buttons - */ - initDomainIndexTable: () => { - const toggler = (el) => { - const idNumber = el.id.substr(7); - const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); - if (el.src.substr(-9) === "minus.png") { - el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; - toggledRows.forEach((el) => (el.style.display = "none")); - } else { - el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; - toggledRows.forEach((el) => (el.style.display = "")); - } - }; - - const togglerElements = document.querySelectorAll("img.toggler"); - togglerElements.forEach((el) => - el.addEventListener("click", (event) => toggler(event.currentTarget)) - ); - togglerElements.forEach((el) => (el.style.display = "")); - if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); - }, - - initOnKeyListeners: () => { - // only install a listener if it is really needed - if ( - !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && - !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS - ) - return; - - document.addEventListener("keydown", (event) => { - // bail for input elements - if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; - // bail with special keys - if (event.altKey || event.ctrlKey || event.metaKey) return; - - if (!event.shiftKey) { - switch (event.key) { - case "ArrowLeft": - if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; - - const prevLink = document.querySelector('link[rel="prev"]'); - if (prevLink && prevLink.href) { - window.location.href = prevLink.href; - event.preventDefault(); - } - break; - case "ArrowRight": - if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; - - const nextLink = document.querySelector('link[rel="next"]'); - if (nextLink && nextLink.href) { - window.location.href = nextLink.href; - event.preventDefault(); - } - break; - } - } - - // some keyboard layouts may need Shift to get / - switch (event.key) { - case "/": - if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; - Documentation.focusSearchBar(); - event.preventDefault(); - } - }); - }, -}; - -// quick alias for translations -const _ = Documentation.gettext; - -_ready(Documentation.init); diff --git a/docs/build/_static/documentation_options.js b/docs/build/_static/documentation_options.js deleted file mode 100644 index 7e4c114f..00000000 --- a/docs/build/_static/documentation_options.js +++ /dev/null @@ -1,13 +0,0 @@ -const DOCUMENTATION_OPTIONS = { - VERSION: '', - LANGUAGE: 'en', - COLLAPSE_INDEX: false, - BUILDER: 'html', - FILE_SUFFIX: '.html', - LINK_SUFFIX: '.html', - HAS_SOURCE: true, - SOURCELINK_SUFFIX: '.txt', - NAVIGATION_WITH_KEYS: false, - SHOW_SEARCH_SUMMARY: true, - ENABLE_SEARCH_SHORTCUTS: true, -}; \ No newline at end of file diff --git a/docs/build/_static/file.png b/docs/build/_static/file.png deleted file mode 100644 index a858a410e4faa62ce324d814e4b816fff83a6fb3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 286 zcmV+(0pb3MP)s`hMrGg#P~ix$^RISR_I47Y|r1 z_CyJOe}D1){SET-^Amu_i71Lt6eYfZjRyw@I6OQAIXXHDfiX^GbOlHe=Ae4>0m)d(f|Me07*qoM6N<$f}vM^LjV8( diff --git a/docs/build/_static/language_data.js b/docs/build/_static/language_data.js deleted file mode 100644 index 250f5665..00000000 --- a/docs/build/_static/language_data.js +++ /dev/null @@ -1,199 +0,0 @@ -/* - * language_data.js - * ~~~~~~~~~~~~~~~~ - * - * This script contains the language-specific data used by searchtools.js, - * namely the list of stopwords, stemmer, scorer and splitter. - * - * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ - -var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; - - -/* Non-minified version is copied as a separate JS file, is available */ - -/** - * Porter Stemmer - */ -var Stemmer = function() { - - var step2list = { - ational: 'ate', - tional: 'tion', - enci: 'ence', - anci: 'ance', - izer: 'ize', - bli: 'ble', - alli: 'al', - entli: 'ent', - eli: 'e', - ousli: 'ous', - ization: 'ize', - ation: 'ate', - ator: 'ate', - alism: 'al', - iveness: 'ive', - fulness: 'ful', - ousness: 'ous', - aliti: 'al', - iviti: 'ive', - biliti: 'ble', - logi: 'log' - }; - - var step3list = { - icate: 'ic', - ative: '', - alize: 'al', - iciti: 'ic', - ical: 'ic', - ful: '', - ness: '' - }; - - var c = "[^aeiou]"; // consonant - var v = "[aeiouy]"; // vowel - var C = c + "[^aeiouy]*"; // consonant sequence - var V = v + "[aeiou]*"; // vowel sequence - - var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 - var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 - var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 - var s_v = "^(" + C + ")?" + v; // vowel in stem - - this.stemWord = function (w) { - var stem; - var suffix; - var firstch; - var origword = w; - - if (w.length < 3) - return w; - - var re; - var re2; - var re3; - var re4; - - firstch = w.substr(0,1); - if (firstch == "y") - w = firstch.toUpperCase() + w.substr(1); - - // Step 1a - re = /^(.+?)(ss|i)es$/; - re2 = /^(.+?)([^s])s$/; - - if (re.test(w)) - w = w.replace(re,"$1$2"); - else if (re2.test(w)) - w = w.replace(re2,"$1$2"); - - // Step 1b - re = /^(.+?)eed$/; - re2 = /^(.+?)(ed|ing)$/; - if (re.test(w)) { - var fp = re.exec(w); - re = new RegExp(mgr0); - if (re.test(fp[1])) { - re = /.$/; - w = w.replace(re,""); - } - } - else if (re2.test(w)) { - var fp = re2.exec(w); - stem = fp[1]; - re2 = new RegExp(s_v); - if (re2.test(stem)) { - w = stem; - re2 = /(at|bl|iz)$/; - re3 = new RegExp("([^aeiouylsz])\\1$"); - re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); - if (re2.test(w)) - w = w + "e"; - else if (re3.test(w)) { - re = /.$/; - w = w.replace(re,""); - } - else if (re4.test(w)) - w = w + "e"; - } - } - - // Step 1c - re = /^(.+?)y$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - re = new RegExp(s_v); - if (re.test(stem)) - w = stem + "i"; - } - - // Step 2 - re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - suffix = fp[2]; - re = new RegExp(mgr0); - if (re.test(stem)) - w = stem + step2list[suffix]; - } - - // Step 3 - re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - suffix = fp[2]; - re = new RegExp(mgr0); - if (re.test(stem)) - w = stem + step3list[suffix]; - } - - // Step 4 - re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; - re2 = /^(.+?)(s|t)(ion)$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - re = new RegExp(mgr1); - if (re.test(stem)) - w = stem; - } - else if (re2.test(w)) { - var fp = re2.exec(w); - stem = fp[1] + fp[2]; - re2 = new RegExp(mgr1); - if (re2.test(stem)) - w = stem; - } - - // Step 5 - re = /^(.+?)e$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - re = new RegExp(mgr1); - re2 = new RegExp(meq1); - re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); - if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) - w = stem; - } - re = /ll$/; - re2 = new RegExp(mgr1); - if (re.test(w) && re2.test(w)) { - re = /.$/; - w = w.replace(re,""); - } - - // and turn initial Y back to y - if (firstch == "y") - w = firstch.toLowerCase() + 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e=we.getSelectorFromElement(t),i=we.find(e).filter((t=>t===this._element));null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>yi.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(fe.trigger(this._element,li).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(pi),this._element.classList.add(mi),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(mi),this._element.classList.add(pi,fi),this._element.style[e]="",fe.trigger(this._element,ci)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(fe.trigger(this._element,hi).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(mi),this._element.classList.remove(pi,fi);for(const t of this._triggerArray){const e=we.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(mi),this._element.classList.add(pi),fe.trigger(this._element,di)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(fi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(_i);for(const e of t){const t=we.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=we.find(gi,this._config.parent);return we.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=yi.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}fe.on(document,ui,_i,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of we.getMultipleElementsFromSelector(this))yi.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(yi);const wi="dropdown",Ei=".bs.dropdown",Ai=".data-api",Ti="ArrowUp",Ci="ArrowDown",Oi=`hide${Ei}`,xi=`hidden${Ei}`,ki=`show${Ei}`,Li=`shown${Ei}`,Si=`click${Ei}${Ai}`,Di=`keydown${Ei}${Ai}`,$i=`keyup${Ei}${Ai}`,Ii="show",Ni='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=`${Ni}.${Ii}`,Mi=".dropdown-menu",ji=Kt()?"top-end":"top-start",Fi=Kt()?"top-start":"top-end",Hi=Kt()?"bottom-end":"bottom-start",Bi=Kt()?"bottom-start":"bottom-end",Wi=Kt()?"left-start":"right-start",zi=Kt()?"right-start":"left-start",Ri={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},qi={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Vi extends ve{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=we.next(this._element,Mi)[0]||we.prev(this._element,Mi)[0]||we.findOne(Mi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Ri}static get DefaultType(){return qi}static get NAME(){return wi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!fe.trigger(this._element,ki,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Ii),this._element.classList.add(Ii),fe.trigger(this._element,Li,t)}}hide(){if(Wt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!fe.trigger(this._element,Oi,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Ii),this._element.classList.remove(Ii),this._element.setAttribute("aria-expanded","false"),_e.removeDataAttribute(this._menu,"popper"),fe.trigger(this._element,xi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ft(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${wi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Ft(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Ii)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return zi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Fi:ji:e?Bi:Hi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(_e.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Xt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=we.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Gt(i,e,t===Ci,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Vi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=we.find(Pi);for(const i of e){const e=Vi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ti,Ci].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ni)?this:we.prev(this,Ni)[0]||we.next(this,Ni)[0]||we.findOne(Ni,t.delegateTarget.parentNode),o=Vi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}fe.on(document,Di,Ni,Vi.dataApiKeydownHandler),fe.on(document,Di,Mi,Vi.dataApiKeydownHandler),fe.on(document,Si,Vi.clearMenus),fe.on(document,$i,Vi.clearMenus),fe.on(document,Si,Ni,(function(t){t.preventDefault(),Vi.getOrCreateInstance(this).toggle()})),Qt(Vi);const Yi="backdrop",Ki="show",Qi=`mousedown.bs.${Yi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Ui={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Gi extends be{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Ui}static get NAME(){return Yi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Ki),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(fe.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),fe.on(t,Qi,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Ut(t,this._getElement(),this._config.isAnimated)}}const Ji=".bs.focustrap",Zi=`focusin${Ji}`,tn=`keydown.tab${Ji}`,en="backward",nn={autofocus:!0,trapElement:null},sn={autofocus:"boolean",trapElement:"element"};class on extends be{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return nn}static get DefaultType(){return sn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),fe.off(document,Ji),fe.on(document,Zi,(t=>this._handleFocusin(t))),fe.on(document,tn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,fe.off(document,Ji))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=we.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===en?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?en:"forward")}}const rn=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",an=".sticky-top",ln="padding-right",cn="margin-right";class hn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,ln,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e+t)),this._setElementAttributes(an,cn,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,ln),this._resetElementAttributes(rn,ln),this._resetElementAttributes(an,cn)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&_e.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=_e.getDataAttribute(t,e);null!==i?(_e.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Ft(t))e(t);else for(const i of we.find(t,this._element))e(i)}}const dn=".bs.modal",un=`hide${dn}`,fn=`hidePrevented${dn}`,pn=`hidden${dn}`,mn=`show${dn}`,gn=`shown${dn}`,_n=`resize${dn}`,bn=`click.dismiss${dn}`,vn=`mousedown.dismiss${dn}`,yn=`keydown.dismiss${dn}`,wn=`click${dn}.data-api`,En="modal-open",An="show",Tn="modal-static",Cn={backdrop:!0,focus:!0,keyboard:!0},On={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class xn extends ve{constructor(t,e){super(t,e),this._dialog=we.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new hn,this._addEventListeners()}static get Default(){return Cn}static get DefaultType(){return On}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||fe.trigger(this._element,mn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(En),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(fe.trigger(this._element,un).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){fe.off(window,dn),fe.off(this._dialog,dn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Gi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new on({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=we.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,fe.trigger(this._element,gn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){fe.on(this._element,yn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),fe.on(window,_n,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),fe.on(this._element,vn,(t=>{fe.one(this._element,bn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(En),this._resetAdjustments(),this._scrollBar.reset(),fe.trigger(this._element,pn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(fe.trigger(this._element,fn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Tn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Tn),this._queueCallback((()=>{this._element.classList.remove(Tn),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=xn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}fe.on(document,wn,'[data-bs-toggle="modal"]',(function(t){const e=we.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),fe.one(e,mn,(t=>{t.defaultPrevented||fe.one(e,pn,(()=>{Bt(this)&&this.focus()}))}));const i=we.findOne(".modal.show");i&&xn.getInstance(i).hide(),xn.getOrCreateInstance(e).toggle(this)})),Ee(xn),Qt(xn);const kn=".bs.offcanvas",Ln=".data-api",Sn=`load${kn}${Ln}`,Dn="show",$n="showing",In="hiding",Nn=".offcanvas.show",Pn=`show${kn}`,Mn=`shown${kn}`,jn=`hide${kn}`,Fn=`hidePrevented${kn}`,Hn=`hidden${kn}`,Bn=`resize${kn}`,Wn=`click${kn}${Ln}`,zn=`keydown.dismiss${kn}`,Rn={backdrop:!0,keyboard:!0,scroll:!1},qn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Vn extends ve{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Rn}static get DefaultType(){return qn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||fe.trigger(this._element,Pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new hn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add($n),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Dn),this._element.classList.remove($n),fe.trigger(this._element,Mn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(fe.trigger(this._element,jn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(In),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Dn,In),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new hn).reset(),fe.trigger(this._element,Hn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new 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