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p=i.props.inputValue;if(i.menuListRef&&i.menuListRef.contains(document.activeElement)){i.inputRef.focus();return}i.props.onBlur&&i.props.onBlur(h),i.onInputChange("",{action:"input-blur",prevInputValue:p}),i.onMenuClose(),i.setState({focusedValue:null,isFocused:!1})},i.onOptionHover=function(h){if(!(i.blockOptionHover||i.state.focusedOption===h)){var p=i.getFocusableOptions(),g=p.indexOf(h);i.setState({focusedOption:h,focusedOptionId:g>-1?i.getFocusedOptionId(h):null})}},i.shouldHideSelectedOptions=function(){return AS(i.props)},i.onValueInputFocus=function(h){h.preventDefault(),h.stopPropagation(),i.focus()},i.onKeyDown=function(h){var p=i.props,g=p.isMulti,b=p.backspaceRemovesValue,y=p.escapeClearsValue,w=p.inputValue,_=p.isClearable,k=p.isDisabled,C=p.menuIsOpen,L=p.onKeyDown,A=p.tabSelectsValue,N=p.openMenuOnFocus,O=i.state,T=O.focusedOption,M=O.focusedValue,D=O.selectValue;if(!k&&!(typeof L=="function"&&(L(h),h.defaultPrevented))){switch(i.blockOptionHover=!0,h.key){case"ArrowLeft":if(!g||w)return;i.focusValue("previous");break;case"ArrowRight":if(!g||w)return;i.focusValue("next");break;case"Delete":case"Backspace":if(w)return;if(M)i.removeValue(M);else{if(!b)return;g?i.popValue():_&&i.clearValue()}break;case"Tab":if(i.isComposing||h.shiftKey||!C||!A||!T||N&&i.isOptionSelected(T,D))return;i.selectOption(T);break;case"Enter":if(h.keyCode===229)break;if(C){if(!T||i.isComposing)return;i.selectOption(T);break}return;case"Escape":C?(i.setState({inputIsHiddenAfterUpdate:!1}),i.onInputChange("",{action:"menu-close",prevInputValue:w}),i.onMenuClose()):_&&y&&i.clearValue();break;case" ":if(w)return;if(!C){i.openMenu("first");break}if(!T)return;i.selectOption(T);break;case"ArrowUp":C?i.focusOption("up"):i.openMenu("last");break;case"ArrowDown":C?i.focusOption("down"):i.openMenu("first");break;case"PageUp":if(!C)return;i.focusOption("pageup");break;case"PageDown":if(!C)return;i.focusOption("pagedown");break;case"Home":if(!C)return;i.focusOption("first");break;case"End":if(!C)return;i.focusOption("last");break;default:return}h.preventDefault()}},i.state.instancePrefix="react-select-"+(i.props.instanceId||++fI),i.state.selectValue=Ew(r.value),r.menuIsOpen&&i.state.selectValue.length){var s=i.getFocusableOptionsWithIds(),u=i.buildFocusableOptions(),f=u.indexOf(i.state.selectValue[0]);i.state.focusableOptionsWithIds=s,i.state.focusedOption=u[f],i.state.focusedOptionId=O0(s,u[f])}return i}return PO(n,[{key:"componentDidMount",value:function(){this.startListeningComposition(),this.startListeningToTouch(),this.props.closeMenuOnScroll&&document&&document.addEventListener&&document.addEventListener("scroll",this.onScroll,!0),this.props.autoFocus&&this.focusInput(),this.props.menuIsOpen&&this.state.focusedOption&&this.menuListRef&&this.focusedOptionRef&&Sw(this.menuListRef,this.focusedOptionRef)}},{key:"componentDidUpdate",value:function(i){var s=this.props,u=s.isDisabled,f=s.menuIsOpen,h=this.state.isFocused;(h&&!u&&i.isDisabled||h&&f&&!i.menuIsOpen)&&this.focusInput(),h&&u&&!i.isDisabled?this.setState({isFocused:!1},this.onMenuClose):!h&&!u&&i.isDisabled&&this.inputRef===document.activeElement&&this.setState({isFocused:!0}),this.menuListRef&&this.focusedOptionRef&&this.scrollToFocusedOptionOnUpdate&&(Sw(this.menuListRef,this.focusedOptionRef),this.scrollToFocusedOptionOnUpdate=!1)}},{key:"componentWillUnmount",value:function(){this.stopListeningComposition(),this.stopListeningToTouch(),document.removeEventListener("scroll",this.onScroll,!0)}},{key:"onMenuOpen",value:function(){this.props.onMenuOpen()}},{key:"onMenuClose",value:function(){this.onInputChange("",{action:"menu-close",prevInputValue:this.props.inputValue}),this.props.onMenuClose()}},{key:"onInputChange",value:function(i,s){this.props.onInputChange(i,s)}},{key:"focusInput",value:function(){this.inputRef&&this.inputRef.focus()}},{key:"blurInput",value:function(){this.inputRef&&this.inputRef.blur()}},{key:"openMenu",value:function(i){var s=this,u=this.state,f=u.selectValue,h=u.isFocused,p=this.buildFocusableOptions(),g=i==="first"?0:p.length-1;if(!this.props.isMulti){var b=p.indexOf(f[0]);b>-1&&(g=b)}this.scrollToFocusedOptionOnUpdate=!(h&&this.menuListRef),this.setState({inputIsHiddenAfterUpdate:!1,focusedValue:null,focusedOption:p[g],focusedOptionId:this.getFocusedOptionId(p[g])},function(){return s.onMenuOpen()})}},{key:"focusValue",value:function(i){var s=this.state,u=s.selectValue,f=s.focusedValue;if(this.props.isMulti){this.setState({focusedOption:null});var h=u.indexOf(f);f||(h=-1);var p=u.length-1,g=-1;if(u.length){switch(i){case"previous":h===0?g=0:h===-1?g=p:g=h-1;break;case"next":h>-1&&h0&&arguments[0]!==void 0?arguments[0]:"first",s=this.props.pageSize,u=this.state.focusedOption,f=this.getFocusableOptions();if(f.length){var h=0,p=f.indexOf(u);u||(p=-1),i==="up"?h=p>0?p-1:f.length-1:i==="down"?h=(p+1)%f.length:i==="pageup"?(h=p-s,h<0&&(h=0)):i==="pagedown"?(h=p+s,h>f.length-1&&(h=f.length-1)):i==="last"&&(h=f.length-1),this.scrollToFocusedOptionOnUpdate=!0,this.setState({focusedOption:f[h],focusedValue:null,focusedOptionId:this.getFocusedOptionId(f[h])})}}},{key:"getTheme",value:function(){return this.props.theme?typeof this.props.theme=="function"?this.props.theme(N0):Ue(Ue({},N0),this.props.theme):N0}},{key:"getCommonProps",value:function(){var i=this.clearValue,s=this.cx,u=this.getStyles,f=this.getClassNames,h=this.getValue,p=this.selectOption,g=this.setValue,b=this.props,y=b.isMulti,w=b.isRtl,_=b.options,k=this.hasValue();return{clearValue:i,cx:s,getStyles:u,getClassNames:f,getValue:h,hasValue:k,isMulti:y,isRtl:w,options:_,selectOption:p,selectProps:b,setValue:g,theme:this.getTheme()}}},{key:"hasValue",value:function(){var i=this.state.selectValue;return i.length>0}},{key:"hasOptions",value:function(){return!!this.getFocusableOptions().length}},{key:"isClearable",value:function(){var i=this.props,s=i.isClearable,u=i.isMulti;return s===void 0?u:s}},{key:"isOptionDisabled",value:function(i,s){return kS(this.props,i,s)}},{key:"isOptionSelected",value:function(i,s){return RS(this.props,i,s)}},{key:"filterOption",value:function(i,s){return TS(this.props,i,s)}},{key:"formatOptionLabel",value:function(i,s){if(typeof this.props.formatOptionLabel=="function"){var u=this.props.inputValue,f=this.state.selectValue;return this.props.formatOptionLabel(i,{context:s,inputValue:u,selectValue:f})}else return this.getOptionLabel(i)}},{key:"formatGroupLabel",value:function(i){return this.props.formatGroupLabel(i)}},{key:"startListeningComposition",value:function(){document&&document.addEventListener&&(document.addEventListener("compositionstart",this.onCompositionStart,!1),document.addEventListener("compositionend",this.onCompositionEnd,!1))}},{key:"stopListeningComposition",value:function(){document&&document.removeEventListener&&(document.removeEventListener("compositionstart",this.onCompositionStart),document.removeEventListener("compositionend",this.onCompositionEnd))}},{key:"startListeningToTouch",value:function(){document&&document.addEventListener&&(document.addEventListener("touchstart",this.onTouchStart,!1),document.addEventListener("touchmove",this.onTouchMove,!1),document.addEventListener("touchend",this.onTouchEnd,!1))}},{key:"stopListeningToTouch",value:function(){document&&document.removeEventListener&&(document.removeEventListener("touchstart",this.onTouchStart),document.removeEventListener("touchmove",this.onTouchMove),document.removeEventListener("touchend",this.onTouchEnd))}},{key:"renderInput",value:function(){var i=this.props,s=i.isDisabled,u=i.isSearchable,f=i.inputId,h=i.inputValue,p=i.tabIndex,g=i.form,b=i.menuIsOpen,y=i.required,w=this.getComponents(),_=w.Input,k=this.state,C=k.inputIsHidden,L=k.ariaSelection,A=this.commonProps,N=f||this.getElementId("input"),O=Ue(Ue(Ue({"aria-autocomplete":"list","aria-expanded":b,"aria-haspopup":!0,"aria-errormessage":this.props["aria-errormessage"],"aria-invalid":this.props["aria-invalid"],"aria-label":this.props["aria-label"],"aria-labelledby":this.props["aria-labelledby"],"aria-required":y,role:"combobox","aria-activedescendant":this.isAppleDevice?void 0:this.state.focusedOptionId||""},b&&{"aria-controls":this.getElementId("listbox")}),!u&&{"aria-readonly":!0}),this.hasValue()?(L==null?void 0:L.action)==="initial-input-focus"&&{"aria-describedby":this.getElementId("live-region")}:{"aria-describedby":this.getElementId("placeholder")});return u?P.createElement(_,Qe({},A,{autoCapitalize:"none",autoComplete:"off",autoCorrect:"off",id:N,innerRef:this.getInputRef,isDisabled:s,isHidden:C,onBlur:this.onInputBlur,onChange:this.handleInputChange,onFocus:this.onInputFocus,spellCheck:"false",tabIndex:p,form:g,type:"text",value:h},O)):P.createElement(M8,Qe({id:N,innerRef:this.getInputRef,onBlur:this.onInputBlur,onChange:Um,onFocus:this.onInputFocus,disabled:s,tabIndex:p,inputMode:"none",form:g,value:""},O))}},{key:"renderPlaceholderOrValue",value:function(){var i=this,s=this.getComponents(),u=s.MultiValue,f=s.MultiValueContainer,h=s.MultiValueLabel,p=s.MultiValueRemove,g=s.SingleValue,b=s.Placeholder,y=this.commonProps,w=this.props,_=w.controlShouldRenderValue,k=w.isDisabled,C=w.isMulti,L=w.inputValue,A=w.placeholder,N=this.state,O=N.selectValue,T=N.focusedValue,M=N.isFocused;if(!this.hasValue()||!_)return L?null:P.createElement(b,Qe({},y,{key:"placeholder",isDisabled:k,isFocused:M,innerProps:{id:this.getElementId("placeholder")}}),A);if(C)return O.map(function(V,K){var H=V===T,Y="".concat(i.getOptionLabel(V),"-").concat(i.getOptionValue(V));return P.createElement(u,Qe({},y,{components:{Container:f,Label:h,Remove:p},isFocused:H,isDisabled:k,key:Y,index:K,removeProps:{onClick:function(){return i.removeValue(V)},onTouchEnd:function(){return i.removeValue(V)},onMouseDown:function(I){I.preventDefault()}},data:V}),i.formatOptionLabel(V,"value"))});if(L)return null;var D=O[0];return P.createElement(g,Qe({},y,{data:D,isDisabled:k}),this.formatOptionLabel(D,"value"))}},{key:"renderClearIndicator",value:function(){var i=this.getComponents(),s=i.ClearIndicator,u=this.commonProps,f=this.props,h=f.isDisabled,p=f.isLoading,g=this.state.isFocused;if(!this.isClearable()||!s||h||!this.hasValue()||p)return null;var b={onMouseDown:this.onClearIndicatorMouseDown,onTouchEnd:this.onClearIndicatorTouchEnd,"aria-hidden":"true"};return P.createElement(s,Qe({},u,{innerProps:b,isFocused:g}))}},{key:"renderLoadingIndicator",value:function(){var i=this.getComponents(),s=i.LoadingIndicator,u=this.commonProps,f=this.props,h=f.isDisabled,p=f.isLoading,g=this.state.isFocused;if(!s||!p)return null;var b={"aria-hidden":"true"};return P.createElement(s,Qe({},u,{innerProps:b,isDisabled:h,isFocused:g}))}},{key:"renderIndicatorSeparator",value:function(){var i=this.getComponents(),s=i.DropdownIndicator,u=i.IndicatorSeparator;if(!s||!u)return null;var f=this.commonProps,h=this.props.isDisabled,p=this.state.isFocused;return P.createElement(u,Qe({},f,{isDisabled:h,isFocused:p}))}},{key:"renderDropdownIndicator",value:function(){var i=this.getComponents(),s=i.DropdownIndicator;if(!s)return null;var u=this.commonProps,f=this.props.isDisabled,h=this.state.isFocused,p={onMouseDown:this.onDropdownIndicatorMouseDown,onTouchEnd:this.onDropdownIndicatorTouchEnd,"aria-hidden":"true"};return P.createElement(s,Qe({},u,{innerProps:p,isDisabled:f,isFocused:h}))}},{key:"renderMenu",value:function(){var i=this,s=this.getComponents(),u=s.Group,f=s.GroupHeading,h=s.Menu,p=s.MenuList,g=s.MenuPortal,b=s.LoadingMessage,y=s.NoOptionsMessage,w=s.Option,_=this.commonProps,k=this.state.focusedOption,C=this.props,L=C.captureMenuScroll,A=C.inputValue,N=C.isLoading,O=C.loadingMessage,T=C.minMenuHeight,M=C.maxMenuHeight,D=C.menuIsOpen,V=C.menuPlacement,K=C.menuPosition,H=C.menuPortalTarget,Y=C.menuShouldBlockScroll,$=C.menuShouldScrollIntoView,I=C.noOptionsMessage,ae=C.onMenuScrollToTop,ue=C.onMenuScrollToBottom;if(!D)return null;var W=function(se,be){var he=se.type,ve=se.data,Se=se.isDisabled,ke=se.isSelected,je=se.label,De=se.value,Me=k===ve,ze=Se?void 0:function(){return i.onOptionHover(ve)},ut=Se?void 0:function(){return i.selectOption(ve)},Le="".concat(i.getElementId("option"),"-").concat(be),Oe={id:Le,onClick:ut,onMouseMove:ze,onMouseOver:ze,tabIndex:-1,role:"option","aria-selected":i.isAppleDevice?void 0:ke};return P.createElement(w,Qe({},_,{innerProps:Oe,data:ve,isDisabled:Se,isSelected:ke,key:Le,label:je,type:he,value:De,isFocused:Me,innerRef:Me?i.getFocusedOptionRef:void 0}),i.formatOptionLabel(se.data,"menu"))},j;if(this.hasOptions())j=this.getCategorizedOptions().map(function(J){if(J.type==="group"){var se=J.data,be=J.options,he=J.index,ve="".concat(i.getElementId("group"),"-").concat(he),Se="".concat(ve,"-heading");return P.createElement(u,Qe({},_,{key:ve,data:se,options:be,Heading:f,headingProps:{id:Se,data:J.data},label:i.formatGroupLabel(J.data)}),J.options.map(function(ke){return W(ke,"".concat(he,"-").concat(ke.index))}))}else if(J.type==="option")return W(J,"".concat(J.index))});else if(N){var B=O({inputValue:A});if(B===null)return null;j=P.createElement(b,_,B)}else{var Q=I({inputValue:A});if(Q===null)return null;j=P.createElement(y,_,Q)}var ne={minMenuHeight:T,maxMenuHeight:M,menuPlacement:V,menuPosition:K,menuShouldScrollIntoView:$},q=P.createElement(mF,Qe({},_,ne),function(J){var se=J.ref,be=J.placerProps,he=be.placement,ve=be.maxHeight;return P.createElement(h,Qe({},_,ne,{innerRef:se,innerProps:{onMouseDown:i.onMenuMouseDown,onMouseMove:i.onMenuMouseMove},isLoading:N,placement:he}),P.createElement(B8,{captureEnabled:L,onTopArrive:ae,onBottomArrive:ue,lockEnabled:Y},function(Se){return P.createElement(p,Qe({},_,{innerRef:function(je){i.getMenuListRef(je),Se(je)},innerProps:{role:"listbox","aria-multiselectable":_.isMulti,id:i.getElementId("listbox")},isLoading:N,maxHeight:ve,focusedOption:k}),j)}))});return H||K==="fixed"?P.createElement(g,Qe({},_,{appendTo:H,controlElement:this.controlRef,menuPlacement:V,menuPosition:K}),q):q}},{key:"renderFormField",value:function(){var i=this,s=this.props,u=s.delimiter,f=s.isDisabled,h=s.isMulti,p=s.name,g=s.required,b=this.state.selectValue;if(g&&!this.hasValue()&&!f)return P.createElement(W8,{name:p,onFocus:this.onValueInputFocus});if(!(!p||f))if(h)if(u){var y=b.map(function(k){return i.getOptionValue(k)}).join(u);return P.createElement("input",{name:p,type:"hidden",value:y})}else{var w=b.length>0?b.map(function(k,C){return P.createElement("input",{key:"i-".concat(C),name:p,type:"hidden",value:i.getOptionValue(k)})}):P.createElement("input",{name:p,type:"hidden",value:""});return P.createElement("div",null,w)}else{var _=b[0]?this.getOptionValue(b[0]):"";return P.createElement("input",{name:p,type:"hidden",value:_})}}},{key:"renderLiveRegion",value:function(){var i=this.commonProps,s=this.state,u=s.ariaSelection,f=s.focusedOption,h=s.focusedValue,p=s.isFocused,g=s.selectValue,b=this.getFocusableOptions();return P.createElement(L8,Qe({},i,{id:this.getElementId("live-region"),ariaSelection:u,focusedOption:f,focusedValue:h,isFocused:p,selectValue:g,focusableOptions:b,isAppleDevice:this.isAppleDevice}))}},{key:"render",value:function(){var i=this.getComponents(),s=i.Control,u=i.IndicatorsContainer,f=i.SelectContainer,h=i.ValueContainer,p=this.props,g=p.className,b=p.id,y=p.isDisabled,w=p.menuIsOpen,_=this.state.isFocused,k=this.commonProps=this.getCommonProps();return P.createElement(f,Qe({},k,{className:g,innerProps:{id:b,onKeyDown:this.onKeyDown},isDisabled:y,isFocused:_}),this.renderLiveRegion(),P.createElement(s,Qe({},k,{innerRef:this.getControlRef,innerProps:{onMouseDown:this.onControlMouseDown,onTouchEnd:this.onControlTouchEnd},isDisabled:y,isFocused:_,menuIsOpen:w}),P.createElement(h,Qe({},k,{isDisabled:y}),this.renderPlaceholderOrValue(),this.renderInput()),P.createElement(u,Qe({},k,{isDisabled:y}),this.renderClearIndicator(),this.renderLoadingIndicator(),this.renderIndicatorSeparator(),this.renderDropdownIndicator())),this.renderMenu(),this.renderFormField())}}],[{key:"getDerivedStateFromProps",value:function(i,s){var u=s.prevProps,f=s.clearFocusValueOnUpdate,h=s.inputIsHiddenAfterUpdate,p=s.ariaSelection,g=s.isFocused,b=s.prevWasFocused,y=s.instancePrefix,w=i.options,_=i.value,k=i.menuIsOpen,C=i.inputValue,L=i.isMulti,A=Ew(_),N={};if(u&&(_!==u.value||w!==u.options||k!==u.menuIsOpen||C!==u.inputValue)){var O=k?lI(i,A):[],T=k?zw(Em(i,A),"".concat(y,"-option")):[],M=f?uI(s,A):null,D=cI(s,O),V=O0(T,D);N={selectValue:A,focusedOption:D,focusedOptionId:V,focusableOptionsWithIds:T,focusedValue:M,clearFocusValueOnUpdate:!1}}var K=h!=null&&i!==u?{inputIsHidden:h,inputIsHiddenAfterUpdate:void 0}:{},H=p,Y=g&&b;return g&&!Y&&(H={value:fm(L,A,A[0]||null),options:A,action:"initial-input-focus"},Y=!b),(p==null?void 0:p.action)==="initial-input-focus"&&(H=null),Ue(Ue(Ue({},N),K),{},{prevProps:i,ariaSelection:H,prevWasFocused:Y})}}]),n}(P.Component);g1.defaultProps=sI;var dI=P.forwardRef(function(e,t){var n=HE(e);return P.createElement(g1,Qe({ref:t},n))}),eh=dI;const hI=()=>{const{portalTarget:e}=P.useContext(Km),{navState:t,data:n,setNavState:r}=P.useContext(In),{fieldsIndex:i}=n,{role:s,nodeColorField:u,nodeSizeField:f,colorable:h,sizeable:p,disableDefaultColor:g,disableDefaultSize:b}=t,y=P.useMemo(()=>[...g?[]:[{value:"none",label:"Default (use colors from the graph file)"}],...(h||[]).map(A=>{const 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diff --git a/dist/dataset.gexf b/dist/dataset.gexf
new file mode 100644
index 0000000..a4bdf8a
--- /dev/null
+++ b/dist/dataset.gexf
@@ -0,0 +1,39182 @@
+
+
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+ Sciences-Po médialab and OuestWare
+ A cartography of Wikipedia pages around data visualization (from https://sigmajs.org website)
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diff --git a/dist/manifest.json b/dist/manifest.json
new file mode 100644
index 0000000..7854dac
--- /dev/null
+++ b/dist/manifest.json
@@ -0,0 +1,8 @@
+{
+ "short_name": "Retina",
+ "name": "A web application to share network visualizations",
+ "start_url": ".",
+ "display": "standalone",
+ "theme_color": "#000000",
+ "background_color": "#ffffff"
+}
diff --git a/dist/ossci_logo.jpg b/dist/ossci_logo.jpg
new file mode 100644
index 0000000..3ff960e
Binary files /dev/null and b/dist/ossci_logo.jpg differ
diff --git a/dist/robots.txt b/dist/robots.txt
new file mode 100644
index 0000000..e9e57dc
--- /dev/null
+++ b/dist/robots.txt
@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:
diff --git a/eslint.config.mjs b/eslint.config.mjs
new file mode 100644
index 0000000..4efb11a
--- /dev/null
+++ b/eslint.config.mjs
@@ -0,0 +1,26 @@
+import js from "@eslint/js";
+import reactHooks from "eslint-plugin-react-hooks";
+import reactRefresh from "eslint-plugin-react-refresh";
+import globals from "globals";
+import tsEslint from "typescript-eslint";
+
+export default tsEslint.config(
+ { ignores: ["dist"] },
+ {
+ extends: [js.configs.recommended, ...tsEslint.configs.recommended],
+ files: ["**/*.{ts,tsx}"],
+ languageOptions: {
+ ecmaVersion: 2020,
+ globals: globals.browser,
+ },
+ plugins: {
+ "react-hooks": reactHooks,
+ "react-refresh": reactRefresh,
+ },
+ rules: {
+ ...reactHooks.configs.recommended.rules,
+ "react-refresh/only-export-components": ["warn", { allowConstantExport: true }],
+ "@typescript-eslint/no-explicit-any": ["off"],
+ },
+ },
+);
diff --git a/index.html b/index.html
new file mode 100644
index 0000000..8a19de9
--- /dev/null
+++ b/index.html
@@ -0,0 +1,21 @@
+
+
+
+
+
+
+
+
+
+
+ DeepGit
+
+
+
+ You need to enable JavaScript to run this app.
+
+
+
+
+
+
\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..1ffa90d
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,7744 @@
+{
+ "name": "deepgit",
+ "version": "1.0.0-beta.4",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "deepgit",
+ "version": "1.0.0-beta.4",
+ "dependencies": {
+ "@react-sigma/core": "^4.0.3",
+ "@sigma/export-image": "^3.0.0-beta.1",
+ "@sigma/node-border": "^3.0.0-beta.7",
+ "bootstrap": "^5.3.3",
+ "chroma-js": "^3.1.2",
+ "classnames": "^2.5.1",
+ "file-saver": "^2.0.5",
+ "graphology": "^0.25.4",
+ "graphology-gexf": "^0.13.2",
+ "graphology-graphml": "^0.5.2",
+ "graphology-layout": "^0.6.1",
+ "graphology-layout-forceatlas2": "^0.10.1",
+ "graphology-layout-noverlap": "^0.4.2",
+ "graphology-types": "^0.24.8",
+ "iwanthue": "^2.0.0",
+ "jotai": "^2.10.3",
+ "lodash": "^4.17.21",
+ "rc-slider": "^11.1.7",
+ "react": "^18.3.1",
+ "react-animate-height": "^3.2.3",
+ "react-dom": "^18.3.1",
+ "react-dropzone": "^14.3.5",
+ "react-icons": "^5.3.0",
+ "react-linkify": "^1.0.0-alpha",
+ "react-router": "^7.0.1",
+ "react-router-dom": "^7.0.1",
+ "react-select": "^5.8.3",
+ "react-transition-group": "^4.4.5",
+ "sigma": "^3.0.0-beta.38"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.15.0",
+ "@playwright/test": "^1.49.0",
+ "@trivago/prettier-plugin-sort-imports": "^4.3.0",
+ "@types/chroma-js": "^2.4.4",
+ "@types/classnames": "^2.3.4",
+ "@types/file-saver": "^2.0.7",
+ "@types/lodash": "^4.17.13",
+ "@types/node": "^22.10.1",
+ "@types/react": "^18.3.12",
+ "@types/react-dom": "^18.3.1",
+ "@types/react-dropzone": "^5.1.0",
+ "@types/react-linkify": "^1.0.4",
+ "@types/react-select": "^5.0.1",
+ "@types/react-transition-group": "^4.4.11",
+ "@vitejs/plugin-react-swc": "^3.8.0",
+ "@vitest/browser": "^2.1.6",
+ "eslint": "^9.15.0",
+ "eslint-plugin-react-hooks": "^5.1.0-rc.0",
+ "eslint-plugin-react-refresh": "^0.4.14",
+ "globals": "^15.12.0",
+ "playwright": "^1.49.0",
+ "prettier": "^3.4.1",
+ "rollup": "^4.34.8",
+ "sass": "^1.77.6",
+ "typescript": "^5.7.2",
+ "typescript-eslint": "^8.16.0",
+ "vite": "^6.1.0",
+ "vite-tsconfig-paths": "^5.1.3",
+ "vitest": "^2.1.6"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.26.2",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
+ "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==",
+ "license": "MIT",
+ "dependencies": {
+ "@babel/helper-validator-identifier": "^7.25.9",
+ "js-tokens": "^4.0.0",
+ "picocolors": "^1.0.0"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/generator": {
+ "version": "7.17.7",
+ "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.17.7.tgz",
+ "integrity": "sha512-oLcVCTeIFadUoArDTwpluncplrYBmTCCZZgXCbgNGvOBBiSDDK3eWO4b/+eOTli5tKv1lg+a5/NAXg+nTcei1w==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/types": "^7.17.0",
+ "jsesc": "^2.5.1",
+ "source-map": "^0.5.0"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/helper-environment-visitor": {
+ "version": "7.24.7",
+ "resolved": "https://registry.npmjs.org/@babel/helper-environment-visitor/-/helper-environment-visitor-7.24.7.tgz",
+ "integrity": "sha512-DoiN84+4Gnd0ncbBOM9AZENV4a5ZiL39HYMyZJGZ/AZEykHYdJw0wW3kdcsh9/Kn+BRXHLkkklZ51ecPKmI1CQ==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/types": "^7.24.7"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/helper-environment-visitor/node_modules/@babel/types": {
+ "version": "7.26.9",
+ "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.26.9.tgz",
+ "integrity": "sha512-Y3IR1cRnOxOCDvMmNiym7XpXQ93iGDDPHx+Zj+NM+rg0fBaShfQLkg+hKPaZCEvg5N/LeCo4+Rj/i3FuJsIQaw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/helper-string-parser": "^7.25.9",
+ "@babel/helper-validator-identifier": "^7.25.9"
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+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..f323246
--- /dev/null
+++ b/package.json
@@ -0,0 +1,90 @@
+{
+ "name": "deepgit",
+ "version": "1.0.0-beta.4",
+ "scripts": {
+ "start": "vite",
+ "build": "vite build",
+ "test": "vitest",
+ "clean": "prettier --write src",
+ "lint": "eslint ."
+ },
+ "dependencies": {
+ "@react-sigma/core": "^4.0.3",
+ "@sigma/export-image": "^3.0.0-beta.1",
+ "@sigma/node-border": "^3.0.0-beta.7",
+ "bootstrap": "^5.3.3",
+ "chroma-js": "^3.1.2",
+ "classnames": "^2.5.1",
+ "file-saver": "^2.0.5",
+ "graphology": "^0.25.4",
+ "graphology-gexf": "^0.13.2",
+ "graphology-graphml": "^0.5.2",
+ "graphology-layout": "^0.6.1",
+ "graphology-layout-forceatlas2": "^0.10.1",
+ "graphology-layout-noverlap": "^0.4.2",
+ "graphology-types": "^0.24.8",
+ "iwanthue": "^2.0.0",
+ "jotai": "^2.10.3",
+ "lodash": "^4.17.21",
+ "rc-slider": "^11.1.7",
+ "react": "^18.3.1",
+ "react-animate-height": "^3.2.3",
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+ "react-dropzone": "^14.3.5",
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+ "react-linkify": "^1.0.0-alpha",
+ "react-router": "^7.0.1",
+ "react-router-dom": "^7.0.1",
+ "react-select": "^5.8.3",
+ "react-transition-group": "^4.4.5",
+ "sigma": "^3.0.0-beta.38"
+ },
+ "devDependencies": {
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+ "@playwright/test": "^1.49.0",
+ "@trivago/prettier-plugin-sort-imports": "^4.3.0",
+ "@types/chroma-js": "^2.4.4",
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+ "rollup": "^4.34.8",
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+ "typescript": "^5.7.2",
+ "typescript-eslint": "^8.16.0",
+ "vite": "^6.1.0",
+ "vite-tsconfig-paths": "^5.1.3",
+ "vitest": "^2.1.6"
+ },
+ "eslintConfig": {
+ "extends": [
+ "react-app"
+ ]
+ },
+ "browserslist": {
+ "production": [
+ ">0.2%",
+ "not dead",
+ "not op_mini all"
+ ],
+ "development": [
+ "last 1 chrome version",
+ "last 1 firefox version",
+ "last 1 safari version"
+ ]
+ }
+}
diff --git a/public/dataset.gexf b/public/dataset.gexf
new file mode 100644
index 0000000..a4bdf8a
--- /dev/null
+++ b/public/dataset.gexf
@@ -0,0 +1,39182 @@
+
+
+
+ Sciences-Po médialab and OuestWare
+ A cartography of Wikipedia pages around data visualization (from https://sigmajs.org website)
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diff --git a/public/deepgit_logo.png b/public/deepgit_logo.png
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diff --git a/public/logic_tag_clusters.gexf b/public/logic_tag_clusters.gexf
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index 0000000..48bf7cf
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@@ -0,0 +1,3142 @@
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diff --git a/public/manifest.json b/public/manifest.json
new file mode 100644
index 0000000..7854dac
--- /dev/null
+++ b/public/manifest.json
@@ -0,0 +1,8 @@
+{
+ "short_name": "Retina",
+ "name": "A web application to share network visualizations",
+ "start_url": ".",
+ "display": "standalone",
+ "theme_color": "#000000",
+ "background_color": "#ffffff"
+}
diff --git a/public/ossci_logo.jpg b/public/ossci_logo.jpg
new file mode 100644
index 0000000..3ff960e
Binary files /dev/null and b/public/ossci_logo.jpg differ
diff --git a/public/robots.txt b/public/robots.txt
new file mode 100644
index 0000000..e9e57dc
--- /dev/null
+++ b/public/robots.txt
@@ -0,0 +1,3 @@
+# https://www.robotstxt.org/robotstxt.html
+User-agent: *
+Disallow:
diff --git a/src/components/Connection.tsx b/src/components/Connection.tsx
new file mode 100644
index 0000000..925ca41
--- /dev/null
+++ b/src/components/Connection.tsx
@@ -0,0 +1,48 @@
+import React, { FC, useContext } from "react";
+
+import { GraphContext } from "../lib/context";
+
+const Connection: FC<{ origin: string; edges: string[] }> = ({ origin, edges }) => {
+ const { data } = useContext(GraphContext);
+ const { graph } = data;
+
+ const edge = edges.length === 1 ? edges[0] : null;
+
+ if (!edges.length) return null;
+
+ if (edge) {
+ if (graph.getEdgeAttribute(edge, "directed")) {
+ if (graph.source(edge) === origin) {
+ return (
+
+
+
+
+ );
+ } else {
+ return (
+
+
+
+
+ );
+ }
+ } else {
+ return (
+
+
+
+ );
+ }
+ }
+
+ return (
+
+
+ {edges.length}
+
+
+ );
+};
+
+export default Connection;
diff --git a/src/components/DropInput.tsx b/src/components/DropInput.tsx
new file mode 100644
index 0000000..7c480e0
--- /dev/null
+++ b/src/components/DropInput.tsx
@@ -0,0 +1,42 @@
+import cx from "classnames";
+import React, { FC } from "react";
+import { useDropzone } from "react-dropzone";
+import { FaTimes } from "react-icons/fa";
+
+import { Loaders } from "../lib/data";
+
+const DropInput: FC<{ value: File | null; onChange: (file: File | null) => void }> = ({ value, onChange }) => {
+ const { getRootProps, getInputProps } = useDropzone({
+ maxFiles: 1,
+ accept: {
+ "application/graph": Object.keys(Loaders).map((s) => "." + s),
+ },
+ onDrop: (acceptedFiles) => {
+ const value = acceptedFiles[0] || null;
+ onChange(value);
+ },
+ });
+
+ return (
+
+
+
{value ? value.name : "Drag and drop a graph file here, or click to select a file"}
+
+
+ {
+ e.stopPropagation();
+ e.preventDefault();
+ onChange(null);
+ }}
+ >
+ Clear
+
+
+
+ );
+};
+
+export default DropInput;
diff --git a/src/components/Footer.tsx b/src/components/Footer.tsx
new file mode 100644
index 0000000..39b4fda
--- /dev/null
+++ b/src/components/Footer.tsx
@@ -0,0 +1,38 @@
+import React, { FC } from "react";
+import { FaGithub } from "react-icons/fa";
+import { Link } from "react-router-dom";
+
+import Matomo from "./Matomo";
+
+const Footer: FC = () => (
+ <>
+
+
+
+
+
+
+
+
+ >
+);
+
+export default Footer;
diff --git a/src/components/Loader.tsx b/src/components/Loader.tsx
new file mode 100644
index 0000000..e76eee6
--- /dev/null
+++ b/src/components/Loader.tsx
@@ -0,0 +1,17 @@
+import { FC } from "react";
+
+export const Loader: FC = () => {
+ return (
+
+ Loading...
+
+ );
+};
+
+export const LoaderFill: FC = () => {
+ return (
+
+
+
+ );
+};
diff --git a/src/components/Matomo.tsx b/src/components/Matomo.tsx
new file mode 100644
index 0000000..f7230a3
--- /dev/null
+++ b/src/components/Matomo.tsx
@@ -0,0 +1,31 @@
+import React, { useContext } from "react";
+import { useLocation } from "react-router-dom";
+
+import { GraphContext } from "../lib/context";
+
+const matomoUrl: string | undefined = import.meta.env.MATOMO_URL;
+const matomoSiteId: string | undefined = import.meta.env.MATOMO_SITE_ID;
+
+const Matomo: React.FC = () => {
+ const location = useLocation();
+ const context = useContext(GraphContext);
+
+ const url = context?.navState?.url || "local";
+
+ return (
+ <>
+ {matomoUrl && matomoSiteId && (
+
+ )}
+ >
+ );
+};
+
+export default Matomo;
diff --git a/src/components/Modal.tsx b/src/components/Modal.tsx
new file mode 100644
index 0000000..afd659c
--- /dev/null
+++ b/src/components/Modal.tsx
@@ -0,0 +1,81 @@
+import cx from "classnames";
+import { FC } from "react";
+import { createPortal } from "react-dom";
+
+import { AppContext } from "../lib/context";
+
+interface Props {
+ title?: string | JSX.Element;
+ onClose?: () => void;
+ showHeader?: boolean;
+ footerAlignLeft?: boolean;
+ className?: string;
+ bodyClassName?: string;
+ children: JSX.Element | [JSX.Element] | [JSX.Element, JSX.Element];
+}
+
+const UnmountedModal: FC = ({
+ onClose,
+ title,
+ children,
+ showHeader = true,
+ footerAlignLeft = false,
+ className,
+ bodyClassName,
+}) => {
+ const childrenArray = Array.isArray(children) ? children : [children];
+ const body = childrenArray[0];
+ const footer = childrenArray[1];
+
+ return (
+
+
onClose && onClose()} />
+
+
+ {showHeader && (
+
+ {title && (
+
+ {title}
+
+ )}
+ onClose && onClose()}
+ disabled={!onClose}
+ >
+
+
+
+ )}
+ {body && (
+
+ {body}
+
+ )}
+ {footer && (
+
+ {footer}
+
+ )}
+
+
+
+ );
+};
+
+const Modal: FC
= ({ children, ...props }) => (
+
+ {(context) => createPortal({children} , context.portalTarget)}
+
+);
+
+export default Modal;
diff --git a/src/components/Node.tsx b/src/components/Node.tsx
new file mode 100644
index 0000000..98f8318
--- /dev/null
+++ b/src/components/Node.tsx
@@ -0,0 +1,51 @@
+import cx from "classnames";
+import React, { FC, useContext } from "react";
+import { Link } from "react-router-dom";
+
+import { GraphContext } from "../lib/context";
+import { NodeData } from "../lib/data";
+import { navStateToQueryURL } from "../lib/navState";
+
+const Node: FC<{
+ node: string;
+ attributes: NodeData;
+ link?: boolean;
+ className?: string;
+}> = ({ node, attributes, link, className }) => {
+ const {
+ navState,
+ setHovered,
+ computedData: { filteredNodes },
+ } = useContext(GraphContext);
+ const baseClassName = "node fs-6 d-flex flex-row align-items-center";
+
+ const content = (
+ <>
+
+ {attributes.label}
+ >
+ );
+
+ return link ? (
+ setHovered(node)}
+ onMouseLeave={() => setHovered(undefined)}
+ to={"/graph/?" + navStateToQueryURL({ ...navState, selectedNode: node })}
+ title={attributes.label || undefined}
+ >
+ {content}
+
+ ) : (
+
+ {content}
+
+ );
+};
+
+export default Node;
diff --git a/src/index.tsx b/src/index.tsx
new file mode 100644
index 0000000..19be6f3
--- /dev/null
+++ b/src/index.tsx
@@ -0,0 +1,14 @@
+import React from "react";
+import { createRoot } from "react-dom/client";
+
+import { AppContext } from "./lib/context";
+import "./styles/index.scss";
+import Root from "./views/Root";
+
+createRoot(document.getElementById("root") as HTMLElement).render(
+
+
+
+
+ ,
+);
diff --git a/src/lib/computedData.ts b/src/lib/computedData.ts
new file mode 100644
index 0000000..c0e92c7
--- /dev/null
+++ b/src/lib/computedData.ts
@@ -0,0 +1,300 @@
+import chroma from "chroma-js";
+import _, { max, min, sortBy } from "lodash";
+import { Dimensions } from "sigma/types";
+
+import { findRanges } from "../utils/number";
+import {
+ DEFAULT_NODE_COLOR,
+ DEFAULT_NODE_SIZE_RATIO,
+ EDGE_SIZE_MAX,
+ EDGE_SIZE_MIN,
+ GRADIENT,
+ MAX_PALETTE_SIZE,
+ NODE_DEFAULT_SIZE,
+ NODE_SIZE_MAX,
+ NODE_SIZE_MIN,
+ PALETTES,
+} from "./consts";
+import { Data, countRanges, countTerms, filterNodes, getFilterableFields, getValue } from "./data";
+import { NavState } from "./navState";
+
+export interface TermsValue {
+ id: string;
+ label: string;
+ globalCount: number;
+ filteredCount: number;
+}
+export interface RangeValue {
+ min: number;
+ max: number;
+ label: string;
+ globalCount: number;
+ filteredCount: number;
+}
+export interface TermsMetric {
+ type: "quali";
+ field: string;
+ values: TermsValue[];
+}
+export interface RangeMetric {
+ type: "quanti";
+ field: string;
+ unit: number;
+ min: number;
+ max: number;
+ ranges: RangeValue[];
+}
+export interface SearchMetrics {
+ type: "content";
+ field: string;
+ samples: string[];
+}
+export type Metric = TermsMetric | RangeMetric | SearchMetrics;
+export interface ComputedData {
+ filteredNodes?: Set | null; // Only present when there are filters
+ filteredEdges?: Set | null; // Only present when there are filters
+ metrics: Record;
+
+ // Color and size providers:
+ // Only present when there is a selected color field
+ nodeColors?: Record | null;
+ getColor?: ((value: any) => string) | null;
+ // Only present when there is a selected size field
+ getSize?: ((value: any) => number) | null;
+ nodeSizes: Record;
+ edgeSizes: Record;
+ nodeSizeExtents: [number, number];
+ edgeSizeExtents: [number, number];
+}
+
+export function getEmptyComputedData(): ComputedData {
+ return {
+ metrics: {},
+ nodeSizes: {},
+ edgeSizes: {},
+ nodeSizeExtents: [0, Infinity],
+ edgeSizeExtents: [0, Infinity],
+ };
+}
+
+export function getNodeColors(
+ { graph, fieldsIndex }: Data,
+ { nodeColorField }: Pick,
+): Pick {
+ const result: Pick = {};
+
+ if (typeof nodeColorField === "string") {
+ result.nodeColors = {};
+ const field = fieldsIndex[nodeColorField];
+ let getColor: ComputedData["getColor"] = null;
+
+ if (field.type === "quali") {
+ const values = sortBy(field.values, (v) => -v.count);
+ const palette = PALETTES[Math.min(values.length, MAX_PALETTE_SIZE)];
+ const colorsDict: Record = values.reduce(
+ (iter, v, i) => ({ ...iter, [v.id]: palette[i] || DEFAULT_NODE_COLOR }),
+ {},
+ );
+ getColor = (value: any) => colorsDict[value] || DEFAULT_NODE_COLOR;
+ } else if (field.type === "quanti") {
+ const gradient = chroma.scale(GRADIENT).domain([0, 1]);
+ getColor = (value: any) =>
+ typeof value === "number" ? gradient((value - field.min) / (field.max - field.min)).hex() : DEFAULT_NODE_COLOR;
+ }
+
+ if (getColor) {
+ graph.forEachNode((node, nodeData) => {
+ result.nodeColors![node] = getColor!(getValue(nodeData, field));
+ });
+
+ result.getColor = getColor;
+ }
+ }
+
+ return result;
+}
+
+export function getNodeSizes(
+ { graph, fieldsIndex }: Data,
+ { nodeSizeField, nodeSizeRatio }: NavState,
+ { width, height }: Dimensions,
+): Pick {
+ let nodeSizes: ComputedData["nodeSizes"];
+ let getSize: ComputedData["getSize"] = null;
+ let nodeSizeExtents: ComputedData["nodeSizeExtents"] = [0, Infinity];
+
+ const ratio = nodeSizeRatio || DEFAULT_NODE_SIZE_RATIO;
+ const screenSizeRatio = Math.min(width, height) / 1000;
+ const graphSizeRatio = 1 / Math.log10(graph.order + 2);
+
+ if (typeof nodeSizeField === "string") {
+ nodeSizes = {};
+ const field = fieldsIndex[nodeSizeField];
+
+ if (field.type === "quanti") {
+ getSize = (value: any) => {
+ const size =
+ typeof value === "number"
+ ? ((NODE_SIZE_MAX - NODE_SIZE_MIN) * (value - field.min)) / (field.max - field.min) + NODE_SIZE_MIN
+ : NODE_DEFAULT_SIZE;
+ return size * ratio * screenSizeRatio * graphSizeRatio;
+ };
+ graph.forEachNode((node, nodeData) => {
+ nodeSizes![node] = getSize!(getValue(nodeData, field));
+ });
+ nodeSizeExtents = [field.min, field.max];
+ }
+ } else {
+ nodeSizes = {};
+ const values = graph.mapNodes((_node, attributes) => attributes.rawSize);
+ nodeSizeExtents = [min(values) as number, max(values) as number];
+ graph.forEachNode((node, { rawSize }) => {
+ nodeSizes[node] =
+ (((NODE_SIZE_MAX - NODE_SIZE_MIN) * (rawSize - nodeSizeExtents[0])) /
+ (nodeSizeExtents[1] - nodeSizeExtents[0]) +
+ NODE_SIZE_MIN) *
+ ratio *
+ screenSizeRatio *
+ graphSizeRatio;
+ });
+ }
+
+ if (nodeSizeExtents[0] === nodeSizeExtents[1]) nodeSizeExtents[0] = 0;
+
+ return { getSize, nodeSizes, nodeSizeExtents };
+}
+
+export function getEdgeSizes(
+ { graph, edgesSizeField }: Data,
+ { edgeSizeRatio }: NavState,
+ { width, height }: Dimensions,
+): Pick {
+ const ratio = edgeSizeRatio || DEFAULT_NODE_SIZE_RATIO;
+ const screenSizeRatio = Math.min(width, height) / 1000;
+ const graphSizeRatio = 1 / Math.log10(graph.order + 2);
+
+ const values = graph.mapEdges((_edge, { attributes }) => attributes[edgesSizeField]);
+ const edgeSizeExtents: ComputedData["edgeSizeExtents"] = [min(values) as number, max(values) as number];
+ if (edgeSizeExtents[0] === edgeSizeExtents[1]) edgeSizeExtents[0] = 0;
+
+ const edgeSizes: ComputedData["edgeSizes"] = {};
+ graph.forEachEdge((edge, { attributes }) => {
+ edgeSizes[edge] =
+ (((EDGE_SIZE_MAX - EDGE_SIZE_MIN) * ((attributes[edgesSizeField] || edgeSizeExtents[0]) - edgeSizeExtents[0])) /
+ (edgeSizeExtents[1] - edgeSizeExtents[0]) +
+ EDGE_SIZE_MIN) *
+ ratio *
+ screenSizeRatio *
+ graphSizeRatio;
+ });
+
+ if (edgeSizeExtents[0] === edgeSizeExtents[1]) edgeSizeExtents[0] = 0;
+
+ return { edgeSizes, edgeSizeExtents };
+}
+
+export function getMetrics(
+ data: Data,
+ navState: Pick,
+ currentMetrics?: ComputedData["metrics"],
+): Pick {
+ const { graph } = data;
+
+ const allFilterable = getFilterableFields(data, navState);
+
+ currentMetrics = currentMetrics || {};
+ const metrics: ComputedData["metrics"] = {};
+
+ // 1. Filter nodes and edges:
+ const nodes = filterNodes(data, navState);
+ const nodesArray = nodes ? Array.from(nodes) : null;
+ const filteredNodes = nodes;
+ const filteredEdges = nodes
+ ? new Set(graph.filterEdges((_edge, _attributes, source, target) => nodes.has(source) && nodes.has(target)))
+ : null;
+
+ // 2. Count metrics:
+ allFilterable?.forEach((field) => {
+ const oldMetric = currentMetrics![field.id];
+
+ switch (field.type) {
+ case "quali": {
+ const globalCounts: Record = oldMetric
+ ? (oldMetric as TermsMetric).values.reduce((iter, v) => ({ ...iter, [v.id]: v.globalCount }), {})
+ : countTerms(graph, field);
+ const counts = nodesArray ? countTerms(graph, field, nodesArray) : globalCounts;
+ metrics[field.id] = {
+ type: "quali",
+ field: field.id,
+ values: sortBy(
+ Object.values(field.values).map((value) => ({
+ id: value.id,
+ label: value.label,
+ globalCount: globalCounts[value.id] || 0,
+ filteredCount: counts[value.id] || 0,
+ })),
+ (o) => -o.globalCount,
+ ),
+ };
+ break;
+ }
+ case "quanti": {
+ if (oldMetric) {
+ const { unit, ranges, min, max } = oldMetric as RangeMetric;
+ const newRanges = ranges.map((v) => [v.min, v.max] as [number, number]);
+ const counts = nodesArray ? countRanges(graph, field, newRanges, nodesArray) : null;
+ metrics[field.id] = {
+ type: "quanti",
+ field: field.id,
+ unit,
+ min,
+ max,
+ ranges: ranges.map((v, i) => ({
+ ...v,
+ filteredCount: (counts ? counts[i] : v.globalCount) || 0,
+ })),
+ };
+ } else {
+ const { ranges, unit } = findRanges(field.min, field.max);
+ const globalCounts = countRanges(graph, field, ranges);
+ const counts = nodesArray ? countRanges(graph, field, ranges, nodesArray) : globalCounts;
+ const values = graph
+ .mapNodes((_n, nodeData) => getValue(nodeData, field))
+ .filter((v) => typeof v === "number");
+
+ if (values.length)
+ metrics[field.id] = {
+ type: "quanti",
+ field: field.id,
+ unit,
+ min: min(values) as number,
+ max: max(values) as number,
+ ranges: ranges.map(([min, max], i) => ({
+ min,
+ max,
+ label: `${min} - ${max}`,
+ globalCount: globalCounts[i],
+ filteredCount: counts[i],
+ })),
+ };
+ }
+ break;
+ }
+ case "content": {
+ metrics[field.id] = oldMetric || {
+ type: "content",
+ field: field.id,
+ samples: _(graph.nodes())
+ .map((node) => getValue(graph.getNodeAttributes(node), field))
+ .filter((str) => !!str)
+ .uniq()
+ .take(3)
+ .value(),
+ };
+ break;
+ }
+ }
+ });
+
+ return { metrics, filteredNodes, filteredEdges };
+}
diff --git a/src/lib/consts.ts b/src/lib/consts.ts
new file mode 100644
index 0000000..b756991
--- /dev/null
+++ b/src/lib/consts.ts
@@ -0,0 +1,118 @@
+import { createNodeBorderProgram } from "@sigma/node-border";
+import { Attributes } from "graphology-types";
+import RAW_PALETTES from "iwanthue/precomputed/k-means-fancy-light";
+import { createElement } from "react";
+import { Props as LinkifyProps } from "react-linkify";
+import { NodeCircleProgram } from "sigma/rendering";
+import { Settings } from "sigma/settings";
+
+export const SAMPLE_DATASET_URI = import.meta.env.BASE_URL + "/dataset.gexf";
+
+// Palettes
+export const PALETTES = RAW_PALETTES as Record;
+export const MAX_PALETTE_SIZE = Math.max(...Object.keys(PALETTES).map((s) => +s));
+export const GRADIENT = ["#99f3cb", "#222123"];
+
+// Graph rendering
+export const NODE_DEFAULT_SIZE = 5;
+export const NODE_SIZE_MIN = 10;
+export const NODE_SIZE_MAX = 50;
+
+export const EDGE_DEFAULT_SIZE = 3;
+export const EDGE_SIZE_MIN = 1;
+export const EDGE_SIZE_MAX = 5;
+export const HIGHLIGHTED_EDGE_SIZE_RATIO = 2;
+
+export const DEFAULT_NODE_COLOR = "#aaa";
+export const DEFAULT_EDGE_COLOR = "#ccc";
+export const HIDDEN_NODE_COLOR = "#f0f0f0";
+export const HIGHLIGHTED_NODE_COLOR = "#333333";
+export const HIDDEN_EDGE_COLOR = "#f6f6f6";
+
+export const MIN_NODE_SIZE_RATIO = 0.1;
+export const MAX_NODE_SIZE_RATIO = 10;
+export const DEFAULT_NODE_SIZE_RATIO = 1;
+export const NODE_SIZE_RATIO_STEP = 0.001;
+
+export const MIN_EDGE_SIZE_RATIO = 0.1;
+export const MAX_EDGE_SIZE_RATIO = 10;
+export const DEFAULT_EDGE_SIZE_RATIO = 1;
+export const EDGE_SIZE_RATIO_STEP = 0.001;
+
+export const MIN_LABEL_SIZE = 5;
+export const MAX_LABEL_SIZE = 50;
+export const DEFAULT_LABEL_SIZE = 14;
+export const LABEL_SIZE_STEP = 1;
+
+export const MIN_LABEL_THRESHOLD = 0.1;
+export const MAX_LABEL_THRESHOLD = 10;
+export const DEFAULT_LABEL_THRESHOLD = 1;
+export const LABEL_THRESHOLD_STEP = 0.001;
+
+export const ANIMATION_DURATION = 400;
+export const MAX_OPTIONS = 50;
+
+export const BASE_SIGMA_SETTINGS: Partial = {
+ labelFont: '"Public Sans", sans-serif',
+ allowInvalidContainer: true,
+ zIndex: true,
+ nodeReducer: hiddenReducer,
+ edgeReducer: hiddenReducer,
+ defaultNodeType: "circle",
+ nodeProgramClasses: {
+ circle: NodeCircleProgram,
+ bordered: createNodeBorderProgram({
+ borders: [
+ { size: { value: 0.2 }, color: { attribute: "borderColor" } },
+ { size: { fill: true }, color: { attribute: "color" } },
+ ],
+ }),
+ },
+};
+
+// Data indexation
+export const RESERVED_FIELDS = new Set(["label", "size", "color", "x", "y", "z"]);
+
+export const RETINA_FIELD_PREFIX = "RETINA::";
+export const RETINA_HIDDEN_FIELD_PREFIX = RETINA_FIELD_PREFIX + "HIDDEN::";
+export const RETINA_NUMBER_FIELD_PREFIX = RETINA_FIELD_PREFIX + "NUMBER::";
+export const RETINA_STRING_FIELD_PREFIX = RETINA_FIELD_PREFIX + "STRING::";
+
+export function isHiddenRetinaField(str: string): boolean {
+ return str.indexOf(RETINA_HIDDEN_FIELD_PREFIX) === 0;
+}
+
+export function removeRetinaPrefix(str: string): string {
+ return str.replace(RETINA_NUMBER_FIELD_PREFIX, "").replace(RETINA_STRING_FIELD_PREFIX, "");
+}
+
+export function hiddenReducer(_key: string, data: Attributes) {
+ return { ...data, hidden: true };
+}
+
+// Vendor component styles
+export const SLIDER_STYLE = {
+ dotStyle: { borderColor: "#ccc" },
+ railStyle: { backgroundColor: "#ccc" },
+ activeDotStyle: { borderColor: "black" },
+ trackStyle: { backgroundColor: "black" },
+ handleStyle: { backgroundColor: "white", borderColor: "black" },
+};
+export const RANGE_STYLE = {
+ dotStyle: { borderColor: "#ccc" },
+ railStyle: { backgroundColor: "#ccc" },
+ activeDotStyle: { borderColor: "black" },
+ trackStyle: [{ backgroundColor: "black" }, { backgroundColor: "black" }],
+ handleStyle: [
+ { backgroundColor: "white", borderColor: "black" },
+ { backgroundColor: "white", borderColor: "black" },
+ ],
+};
+export const DEFAULT_SELECT_PROPS = {
+ classNamePrefix: "react-select",
+};
+export const DEFAULT_LINKIFY_PROPS: Partial = {
+ textDecorator: (str) => str.replace(/^https?:\/\//, ""),
+ componentDecorator: (decoratedHref: string, decoratedText: string, key: number) =>
+ createElement("a", { key, href: decoratedHref, target: "_blank", rel: "noreferrer", decoratedText }),
+};
diff --git a/src/lib/context.ts b/src/lib/context.ts
new file mode 100644
index 0000000..7118a00
--- /dev/null
+++ b/src/lib/context.ts
@@ -0,0 +1,49 @@
+import { createContext } from "react";
+import Sigma from "sigma";
+
+import { ModalName } from "../views/modals";
+import { ComputedData } from "./computedData";
+import { Data } from "./data";
+import { NavState } from "./navState";
+
+export const PANELS = ["main", "readability"] as const;
+export type Panel = (typeof PANELS)[number];
+
+export const AppContext = createContext<{ portalTarget: HTMLDivElement }>({
+ portalTarget: document.createElement("div"),
+});
+
+type GraphContextType = {
+ embedMode: boolean;
+ data: Data;
+ graphFile: {
+ name: string;
+ extension: string;
+ textContent: string;
+ };
+
+ isPanelExpanded: boolean;
+ setIsPanelExpanded: (isPanelExpanded: boolean) => void;
+
+ navState: NavState;
+ computedData: ComputedData;
+ hovered: string | Set | undefined;
+
+ setNavState: (newNavState: NavState) => void;
+ setHovered: (hovered?: string | Set) => void;
+
+ panel: Panel;
+ setPanel: (panel: Panel) => void;
+
+ modal: ModalName | undefined;
+ openModal: (modal: ModalName) => void;
+ closeModal: () => void;
+
+ sigma: Sigma | undefined;
+ setSigma: (sigma: Sigma | undefined) => void;
+ root: HTMLElement | undefined;
+};
+export const GraphContext = createContext(
+ // "Fake" initial value (proper value will be given by Provider)
+ null as unknown as GraphContextType,
+);
diff --git a/src/lib/data.ts b/src/lib/data.ts
new file mode 100644
index 0000000..31728de
--- /dev/null
+++ b/src/lib/data.ts
@@ -0,0 +1,508 @@
+import { MultiGraph } from "graphology";
+import gexf from "graphology-gexf/browser";
+import graphml from "graphology-graphml/browser";
+import forceAtlas2 from "graphology-layout-forceatlas2";
+import noverlap from "graphology-layout-noverlap";
+import circular from "graphology-layout/circular";
+import AbstractGraph from "graphology-types";
+import { constant, flatMap, groupBy, isNil, keyBy, mapValues, max, min, omitBy, uniq } from "lodash";
+import { NodeDisplayData } from "sigma/types";
+
+import { isNumber } from "../utils/number";
+import { minimize, normalize } from "../utils/string";
+import {
+ DEFAULT_EDGE_COLOR,
+ DEFAULT_NODE_COLOR,
+ NODE_DEFAULT_SIZE,
+ RESERVED_FIELDS,
+ RETINA_FIELD_PREFIX,
+ RETINA_NUMBER_FIELD_PREFIX,
+ RETINA_STRING_FIELD_PREFIX,
+ removeRetinaPrefix,
+} from "./consts";
+import { BAD_EXTENSION } from "./errors";
+import { FILTER_FIELD_TYPES, Filter, NavState } from "./navState";
+
+/**
+ * Types:
+ * ******
+ */
+export interface BaseField {
+ type: string;
+ label: string;
+ typeLabel?: string;
+ computed?: boolean;
+ id: string;
+ rawFieldId: string;
+ nullValuesCount: number;
+}
+export interface ContentField extends BaseField {
+ type: "content";
+}
+export interface QuantiField extends BaseField {
+ type: "quanti";
+ min: number;
+ max: number;
+}
+export interface QualiField extends BaseField {
+ type: "quali";
+ values: Record<
+ string,
+ {
+ id: string;
+ label: string;
+ count: number;
+ }
+ >;
+}
+export type Field = QualiField | QuantiField | ContentField;
+export type FieldType = Field["type"];
+export type TypedField = Partial<{
+ content: ContentField;
+ quanti: QuantiField;
+ quali: QualiField;
+}>;
+
+export type CustomNodeDisplayData = NodeDisplayData & { trueColor: string };
+
+export type RawData = Record;
+
+export interface NodeData {
+ x: number;
+ y: number;
+ label: string;
+ size: number;
+ rawSize: number; // size from graph file or default size
+ color: string;
+ rawColor: string; // color from graph file or default color
+
+ // For render only:
+ italic?: true; // for missing labels
+
+ labelSize: number;
+ subtitles: string[];
+
+ // Everything computed and cached by Retina:
+ computed: {
+ degree: number;
+ };
+
+ // Everything from the graph file:
+ attributes: RawData;
+}
+
+export interface EdgeData {
+ size: number;
+ rawSize: number; // size from graph file or default size
+ color: string;
+ label?: string;
+ rawColor: string; // color from graph file or default color
+ type?: "arrow";
+
+ directed?: boolean; // `undefined` if not determined
+
+ // Optional state:
+ hidden?: boolean;
+
+ // Everything from the graph file:
+ attributes: RawData;
+}
+
+export type RawGraph = AbstractGraph;
+export type RetinaGraph = MultiGraph;
+
+export interface Data {
+ graph: RetinaGraph;
+ fields: string[]; // A (sorted) array of field keys
+ fieldsIndex: Record; // The actual field contents
+ edgeFields: string[];
+ edgeFieldsIndex: Record;
+ // TODO:
+ // - Move that edgeSizeField value into navState
+ // - Add an input to select it
+ edgesSizeField: string;
+}
+
+export interface Report {
+ missingNodeSizes?: number;
+ missingNodeColors?: number;
+ missingNodeLabels?: number;
+ missingNodePositions?: number;
+ missingEdgeSizes?: number;
+ missingEdgeColors?: number;
+}
+
+/**
+ * Loading graph:
+ * **************
+ */
+export const Loaders: { [extension: string]: (text: string) => RawGraph } = {
+ gexf: (text) => gexf.parse(MultiGraph, text, { addMissingNodes: true }),
+ graphml: (text) => graphml.parse(MultiGraph, text, { addMissingNodes: true }),
+};
+export async function loadGraphURL(path: string): Promise<{ name: string; extension: string; textContent: string }> {
+ const name = (path.split("/").pop() || "").toLowerCase();
+ const extension = (name.split(".").pop() || "").toLowerCase();
+ const textContent = await fetch(path).then((res) => res.text());
+
+ return { name, extension, textContent };
+}
+export async function loadGraphFile(file: File): Promise<{ name: string; extension: string; textContent: string }> {
+ const name = file.name;
+ const extension = (name.split(".").pop() || "").toLowerCase();
+ const textContent = await file.text();
+
+ return { name, extension, textContent };
+}
+export async function readGraph({
+ extension,
+ textContent,
+}: {
+ name: string;
+ extension: string;
+ textContent: string;
+}): Promise {
+ if (!Loaders[extension]) {
+ const e = new Error(`Graph file extension ".${extension}" not recognized.`);
+ e.name = BAD_EXTENSION;
+ throw e;
+ }
+
+ return Loaders[extension](textContent);
+}
+
+export function prepareGraph(rawGraph: RawGraph): { graph: RetinaGraph; report: Report } {
+ const graph = new MultiGraph();
+ const report: Report = {};
+
+ rawGraph.forEachNode((node, attributes) => {
+ const { x, y, size, color, label } = attributes;
+
+ if (typeof attributes.x !== "number" || typeof attributes.y !== "number")
+ report.missingNodePositions = (report.missingNodePositions || 0) + 1;
+ if (typeof attributes.size !== "number") report.missingNodeSizes = (report.missingNodeSizes || 0) + 1;
+ if (typeof attributes.color !== "string") report.missingNodeColors = (report.missingNodeColors || 0) + 1;
+ if (typeof attributes.label !== "string") report.missingNodeLabels = (report.missingNodeLabels || 0) + 1;
+
+ const newNodeAttributes: NodeData = {
+ x: typeof x === "number" ? x : 0,
+ y: typeof y === "number" ? y : 0,
+ label: typeof label === "string" ? label : node,
+ size: typeof size === "number" ? size : NODE_DEFAULT_SIZE,
+ rawSize: typeof size === "number" ? size : NODE_DEFAULT_SIZE,
+ color: typeof color === "string" ? color : DEFAULT_NODE_COLOR,
+ rawColor: typeof color === "string" ? color : DEFAULT_NODE_COLOR,
+
+ italic: typeof label !== "string" || undefined,
+
+ labelSize: NODE_DEFAULT_SIZE,
+ subtitles: [],
+
+ attributes,
+
+ computed: {
+ degree: NaN,
+ },
+ };
+
+ graph.addNode(node, newNodeAttributes);
+ });
+ rawGraph.forEachEdge((edge, attributes, source, target) => {
+ const { size, color, label } = attributes;
+ const directed = rawGraph.isDirected(edge);
+
+ if (typeof attributes.size !== "number") report.missingEdgeSizes = (report.missingEdgeSizes || 0) + 1;
+ if (typeof attributes.color !== "string") report.missingEdgeColors = (report.missingEdgeColors || 0) + 1;
+
+ const newEdgeAttributes: EdgeData = {
+ size: typeof size === "number" ? size : NODE_DEFAULT_SIZE,
+ rawSize: typeof size === "number" ? size : NODE_DEFAULT_SIZE,
+ color: typeof color === "string" ? color : DEFAULT_EDGE_COLOR,
+ rawColor: typeof color === "string" ? color : DEFAULT_EDGE_COLOR,
+ label: typeof label === "string" ? label : undefined,
+ directed,
+
+ hidden: false,
+ type: undefined,
+
+ attributes,
+ };
+
+ if (directed) graph.addDirectedEdgeWithKey(edge, source, target, newEdgeAttributes);
+ else graph.addUndirectedEdgeWithKey(edge, source, target, newEdgeAttributes);
+ });
+
+ // For positions however, we need to run FA2 for some time first:
+ // TODO: Try running this in a worker instead
+ if (report.missingNodePositions) {
+ circular.assign(graph);
+
+ forceAtlas2.assign(graph, {
+ settings: forceAtlas2.inferSettings(graph),
+ iterations: 150,
+ });
+
+ noverlap.assign(graph, { maxIterations: 150 });
+ }
+
+ return { graph, report };
+}
+
+/**
+ * Initializing graph data:
+ * ************************
+ */
+export function inferFieldTypes(values: (string | number)[], nodesCount: number): FieldType[] {
+ const types: FieldType[] = [];
+
+ if (values.every((v) => isNumber(v))) types.push("quanti");
+
+ const uniqValuesCount = uniq(values).length;
+ if (uniqValuesCount > 1 && uniqValuesCount < Math.max(Math.pow(nodesCount, 0.75), 5)) types.push("quali");
+ if (!types.length) types.push("content");
+
+ return types;
+}
+
+export function getValue(node: NodeData, field: Field): any {
+ return field.computed ? (node.computed as any)[field.rawFieldId] : node.attributes[field.rawFieldId];
+}
+
+export function getFields(graph: RetinaGraph, type: "node" | "edge"): Field[] {
+ let fields: Record = {};
+
+ // Inject computed fields (here, only "Degree" for now):
+ const computedFields: Field[] = [];
+ if (type === "node") {
+ const degreeExtent: [number, number] = [Infinity, -Infinity];
+ graph.forEachNode((node) => {
+ graph.updateNodeAttribute(node, "computed", (o) => {
+ const degree = graph.degree(node);
+ degreeExtent[0] = Math.min(degreeExtent[0], degree);
+ degreeExtent[1] = Math.max(degreeExtent[1], degree);
+ return { ...o, degree };
+ });
+ });
+ computedFields.push({
+ type: "quanti",
+ id: RETINA_FIELD_PREFIX + "degree",
+ computed: true,
+ rawFieldId: "degree",
+ label: "Degree",
+ min: degreeExtent[0],
+ max: degreeExtent[1],
+ nullValuesCount: 0,
+ });
+ }
+
+ // Identify all values:
+ graph[type === "node" ? "forEachNode" : "forEachEdge"]((_, { attributes }) => {
+ for (const key in attributes) {
+ const value = attributes[key];
+ if (!isNil(value)) {
+ if (!fields[key]) fields[key] = [];
+ fields[key].push(attributes[key]);
+ }
+ }
+ });
+
+ // Remove reserved fields:
+ fields = omitBy(fields, (_, field) => RESERVED_FIELDS.has(field));
+
+ // Minimize field IDs:
+ const keys = Object.keys(fields).concat(computedFields.map((o) => o.id));
+ const minimized: Record = minimize(
+ keys.map(removeRetinaPrefix).map((s) => normalize(s || "").trim()),
+ ).reduce(
+ (iter, mini, i) => ({
+ ...iter,
+ [keys[i]]: mini,
+ }),
+ {},
+ );
+
+ // Update computed fields IDs:
+ computedFields.forEach((field) => (field.id = minimized[field.id]));
+
+ // Infer field types:
+ const totalRowsCount = type === "node" ? graph.order : graph.size;
+ const inferedFields: Field[] = flatMap(fields, (values, key) => {
+ const types =
+ key.indexOf(RETINA_NUMBER_FIELD_PREFIX) === 0
+ ? (["quanti"] as FieldType[])
+ : key.indexOf(RETINA_STRING_FIELD_PREFIX) === 0
+ ? (["quali"] as FieldType[])
+ : inferFieldTypes(values, totalRowsCount);
+
+ return types.map((type) => {
+ const id = minimized[key];
+ const label = removeRetinaPrefix(key);
+
+ switch (type) {
+ case "quali":
+ return {
+ type,
+ id: types.length > 1 ? `${id}-s` : id,
+ rawFieldId: key,
+ label,
+ typeLabel: types.length > 1 ? "as qualitative values" : undefined,
+ nullValuesCount: totalRowsCount - values.length,
+ values: mapValues(groupBy(values), (a, v) => ({
+ id: v,
+ label: v,
+ count: a.length,
+ })),
+ };
+ case "quanti": {
+ const numbers = values.filter((v) => isNumber(v)).map((v) => +v) as number[];
+ return {
+ type,
+ id: types.length > 1 ? `${id}-n` : id,
+ rawFieldId: key,
+ label,
+ typeLabel: types.length > 1 ? "as quantitative values" : undefined,
+ nullValuesCount: totalRowsCount - values.length,
+ min: min(numbers) as number,
+ max: max(numbers) as number,
+ };
+ }
+ case "content":
+ default:
+ return {
+ type: "content",
+ id: types.length > 1 ? `${id}-t` : id,
+ rawFieldId: key,
+ label,
+ nullValuesCount: totalRowsCount - values.length,
+ typeLabel: types.length > 1 ? "as searchable text" : undefined,
+ };
+ }
+ });
+ });
+
+ return inferedFields.concat(computedFields);
+}
+
+export function enrichData(graph: RetinaGraph): Data {
+ const fields = getFields(graph, "node");
+ const edgeFields = getFields(graph, "edge");
+
+ // Reindex number fields as numbers:
+ const fieldsToReindex = uniq(
+ fields.filter((field) => field.type === "quanti" && !field.computed).map((field) => field.rawFieldId),
+ );
+ if (fieldsToReindex.length) {
+ graph.forEachNode((node) => {
+ graph.updateNodeAttribute(node, "attributes", (attributes = {}) => ({
+ ...attributes,
+ ...fieldsToReindex.reduce((iter, key) => ({ ...iter, [key]: +attributes[key] }), {}),
+ }));
+ });
+ }
+ const edgeFieldsToReindex = uniq(
+ edgeFields.filter((field) => field.type === "quanti" && !field.computed).map((field) => field.rawFieldId),
+ );
+ if (edgeFieldsToReindex.length) {
+ graph.forEachEdge((edge) => {
+ graph.updateEdgeAttribute(edge, "attributes", (attributes = {}) => ({
+ ...attributes,
+ ...fieldsToReindex.reduce((iter, key) => ({ ...iter, [key]: +attributes[key] }), {}),
+ }));
+ });
+ }
+
+ // Guess edge size field:
+ const ACCEPTABLE_SIZE_FIELDS = new Set(["size", "weight"]);
+ const edgesSizeField =
+ edgeFields.find((field) => ACCEPTABLE_SIZE_FIELDS.has(field.rawFieldId.toLowerCase()) && field.type === "quanti")
+ ?.rawFieldId || "size";
+
+ return {
+ graph,
+ fieldsIndex: keyBy(fields, "id"),
+ fields: fields.map((field) => field.id),
+ edgeFieldsIndex: keyBy(edgeFields, "id"),
+ edgeFields: edgeFields.map((field) => field.id),
+ edgesSizeField,
+ };
+}
+
+/**
+ * Filtering data:
+ * ***************
+ */
+export function countTerms(graph: RetinaGraph, field: Field, nodes?: string[] | null): Record {
+ const counts: Record = {};
+ const nodesToSearch = nodes || graph.nodes();
+
+ nodesToSearch.forEach((n) => {
+ const v = getValue(graph.getNodeAttributes(n), field);
+ if (!isNil(v)) counts[v] = (counts[v] || 0) + 1;
+ });
+
+ return counts;
+}
+export function countRanges(
+ graph: RetinaGraph,
+ field: Field,
+ ranges: [number, number][],
+ nodes?: string[] | null,
+): number[] {
+ const counts: number[] = ranges.map(constant(0));
+ const nodesToSearch = nodes || graph.nodes();
+
+ nodesToSearch.forEach((n) => {
+ const v = getValue(graph.getNodeAttributes(n), field);
+ if (typeof v === "number") {
+ const matchIndex = ranges.findIndex(([min, max]) => v >= min && v < max);
+ if (matchIndex >= 0) counts[matchIndex]++;
+ }
+ });
+
+ return counts;
+}
+
+export function filterNode(nodeData: NodeData, filters: Filter[], fieldsIndex: Record): boolean {
+ return filters.every((filter) => {
+ const field = fieldsIndex[filter.field];
+ if (!field || field.type !== FILTER_FIELD_TYPES[filter.type]) return false;
+
+ const value = getValue(nodeData, field);
+
+ switch (filter.type) {
+ case "range":
+ return (
+ typeof value === "number" &&
+ (typeof filter.min !== "number" || filter.min <= value) &&
+ (typeof filter.max !== "number" || filter.max > value)
+ );
+ case "terms":
+ return !isNil(value) && filter.values.includes(value + "");
+ case "search":
+ return value && normalize(value).includes(filter.normalizedValue);
+ default:
+ return false;
+ }
+ });
+}
+
+export function filterNodes(data: Data, { filters }: Pick): Set | null {
+ const { graph, fieldsIndex } = data;
+
+ if (!filters || !filters.length) return null;
+ return new Set(graph.filterNodes((node, attributes) => filterNode(attributes, filters, fieldsIndex)));
+}
+
+/**
+ * Various views:
+ * **************
+ */
+export function getFilterableFields(
+ data: Data,
+ { filterable, colorable, sizeable }: Pick,
+): Field[] {
+ const { fields, fieldsIndex } = data;
+ const filterableSet = new Set([...(filterable || []), ...(colorable || []), ...(sizeable || [])]);
+
+ return fields.filter((f) => filterableSet.has(f)).map((f) => fieldsIndex[f]);
+}
diff --git a/src/lib/errors.tsx b/src/lib/errors.tsx
new file mode 100644
index 0000000..18f6856
--- /dev/null
+++ b/src/lib/errors.tsx
@@ -0,0 +1,117 @@
+import { flatMap, pickBy, sortBy } from "lodash";
+
+import { Report } from "./data";
+import { NotificationInput } from "./notifications";
+
+/**
+ * Errors management:
+ */
+export const MISSING_URL = "missing-url";
+export const MISSING_FILE = "missing-file";
+export const BAD_EXTENSION = "bad-ext";
+export const BAD_URL = "bad-url";
+export const BAD_FILE = "bad-file";
+export const UNKNOWN = "unknown";
+
+const ERRORS_DICT: Record = {
+ [MISSING_URL]: "You need to specify a graph file URL.",
+ [MISSING_FILE]: "You need to specify a local file or a graph URL to load.",
+ [BAD_EXTENSION]: "The extension of the given graph file is not recognized.",
+ [BAD_URL]: "The graph at the given URL could not be loaded.",
+ [BAD_FILE]: "The graph at the given URL could not be parsed.",
+ [UNKNOWN]: "An unknown error occurred.",
+};
+
+export function getErrorMessage(errorType: string): string {
+ return ERRORS_DICT[errorType] || "Something went wrong.";
+}
+
+/**
+ * Reports management:
+ */
+const LEVELS_ORDER = {
+ error: 0,
+ warning: 1,
+ info: 2,
+};
+
+const REPORT_DICT: Record<
+ string,
+ { level: "info" | "warning" | "error"; log: (count: number) => string | JSX.Element }
+> = {
+ missingEdgeSizes: {
+ level: "info",
+ log: (n) => `${n === 1 ? "One" : n} edge${n > 1 ? "s have" : " has"} no size.`,
+ },
+ missingEdgeColors: {
+ level: "info",
+ log: (n) => `${n === 1 ? "One" : n} edge${n > 1 ? "s have" : " has"} no color.`,
+ },
+ missingNodeSizes: {
+ level: "info",
+ log: (n) => `${n === 1 ? "One" : n} node${n > 1 ? "s have" : " has"} no size.`,
+ },
+ missingNodeColors: {
+ level: "info",
+ log: (n) => `${n === 1 ? "One" : n} node${n > 1 ? "s have" : " has"} no color. `,
+ },
+ missingNodeLabels: {
+ level: "warning",
+ log: (n) =>
+ `${n > 1 ? n : "One"} node${n > 1 ? "s have" : " has"} no label. ${
+ n > 1 ? "Their keys are" : "Its key is"
+ } used instead (${n > 1 ? "they are" : "it is"} italic in the graph).`,
+ },
+ missingNodePositions: {
+ level: "warning",
+ log: (n) => (
+ <>
+ {n === 1 ? "One" : n} node{n > 1 ? "s have" : " has"} no position. The layout has been determined using{" "}
+
+ ForceAtlas2
+
+ . However, it would be better to load a file with the layout already computed.
+ >
+ ),
+ },
+};
+
+export function getReportNotification(report: Report, skipInfo?: boolean): NotificationInput | null {
+ const minimalReport: Record = pickBy(report, (val, key) => !!val && !!REPORT_DICT[key]);
+ const messages = sortBy(
+ flatMap(minimalReport, (val, key) => {
+ const log = REPORT_DICT[key].log(val);
+ const level = REPORT_DICT[key].level;
+
+ if (skipInfo && level === "info") return [];
+
+ return [{ message: log, level }];
+ }),
+ ({ level }) => LEVELS_ORDER[level] || Infinity,
+ );
+
+ if (!messages.length) return null;
+
+ const mostImportantLevel = messages[0].level;
+
+ return {
+ type: mostImportantLevel,
+ keepAlive: mostImportantLevel !== "info",
+ message: (
+ <>
+ {messages.length > 1 ? "Some things" : "Something"} to note about the graph dataset:
+
+ {messages.map(({ message, level }, i) => (
+
+ {message}
+
+ ))}
+
+ >
+ ),
+ };
+}
diff --git a/src/lib/graph.ts b/src/lib/graph.ts
new file mode 100644
index 0000000..7d49392
--- /dev/null
+++ b/src/lib/graph.ts
@@ -0,0 +1,234 @@
+import chroma from "chroma-js";
+import { Attributes } from "graphology-types";
+import { isNil, isSet, memoize } from "lodash";
+import { Settings } from "sigma/settings";
+
+import { ComputedData } from "./computedData";
+import {
+ DEFAULT_EDGE_COLOR,
+ DEFAULT_EDGE_SIZE_RATIO,
+ DEFAULT_LABEL_SIZE,
+ DEFAULT_NODE_SIZE_RATIO,
+ HIDDEN_NODE_COLOR,
+ HIGHLIGHTED_EDGE_SIZE_RATIO,
+ HIGHLIGHTED_NODE_COLOR,
+} from "./consts";
+import { Data, EdgeData, NodeData, getValue } from "./data";
+import { NavState } from "./navState";
+
+const getLighterColor = memoize((color: string): string => {
+ return chroma.average([color, HIDDEN_NODE_COLOR], "lab").hex();
+});
+
+export function applyNodeColors({ graph }: Data, { nodeColors }: Pick) {
+ graph.forEachNode((node, { rawColor }) =>
+ graph.setNodeAttribute(node, "color", nodeColors ? nodeColors[node] : rawColor),
+ );
+}
+
+export function applyNodeSizes(
+ { graph }: Data,
+ { nodeSizes }: Pick,
+ { nodeSizeRatio }: Pick,
+) {
+ const ratio = typeof nodeSizeRatio === "number" ? nodeSizeRatio : DEFAULT_NODE_SIZE_RATIO;
+ graph.forEachNode((node, { rawSize }) =>
+ graph.setNodeAttribute(node, "size", (nodeSizes ? nodeSizes[node] : rawSize) * ratio),
+ );
+}
+
+export function applyNodeLabelSizes(
+ { graph, fieldsIndex }: Data,
+ { nodeSizeExtents }: Pick,
+ { nodeSizeField, minLabelSize, maxLabelSize }: Pick,
+) {
+ const minSize = typeof minLabelSize === "number" ? minLabelSize : DEFAULT_LABEL_SIZE;
+ const maxSize = typeof maxLabelSize === "number" ? maxLabelSize : DEFAULT_LABEL_SIZE;
+ const extentDelta = nodeSizeExtents[1] - nodeSizeExtents[0];
+ const factor = (maxSize - minSize) / (extentDelta || 1);
+ graph.forEachNode((node, nodeData) => {
+ const nodeSize = nodeSizeField ? getValue(nodeData, fieldsIndex[nodeSizeField]) : nodeData.rawSize;
+ graph.setNodeAttribute(node, "labelSize", minSize + (nodeSize - nodeSizeExtents[0]) * factor);
+ });
+}
+
+export function applyNodeSubtitles({ graph, fieldsIndex }: Data, { subtitleFields }: Pick) {
+ graph.forEachNode((node, nodeData) =>
+ graph.setNodeAttribute(
+ node,
+ "subtitles",
+ subtitleFields
+ ? subtitleFields.flatMap((f) => {
+ const field = fieldsIndex[f];
+ const val = getValue(nodeData, field);
+ return isNil(val) ? [] : [`${field.label}: ${typeof val === "number" ? val.toLocaleString() : val}`];
+ })
+ : [],
+ ),
+ );
+}
+
+export function applyEdgeColors(
+ { graph }: Data,
+ { nodeColors }: Pick,
+ { edgeColoring }: Pick,
+) {
+ let getColor: (edge: string, data: EdgeData) => string;
+
+ switch (edgeColoring) {
+ case "s":
+ case "t":
+ getColor = (edge: string) => {
+ const node = edgeColoring === "s" ? graph.source(edge) : graph.target(edge);
+ return nodeColors ? nodeColors[node] : graph.getNodeAttribute(node, "rawColor");
+ };
+ break;
+ case "c":
+ getColor = () => DEFAULT_EDGE_COLOR;
+ break;
+ case "o":
+ default:
+ getColor = (edge, { rawColor }) => rawColor;
+ }
+
+ graph.forEachEdge((edge, data) => graph.setEdgeAttribute(edge, "color", getColor(edge, data)));
+}
+
+export function applyEdgeDirections({ graph }: Data, { edgeDirection }: Pick) {
+ let getDirection: (edge: string, data: EdgeData) => boolean | undefined;
+
+ switch (edgeDirection) {
+ case "d":
+ getDirection = () => true;
+ break;
+ case "u":
+ getDirection = () => false;
+ break;
+ case "o":
+ default:
+ getDirection = (edge) => graph.isDirected(edge);
+ }
+
+ graph.forEachEdge((edge, data) => {
+ const directed = getDirection(edge, data);
+ graph.mergeEdgeAttributes(edge, { directed, type: directed ? "arrow" : undefined });
+ });
+}
+
+export function applyEdgeSizes(
+ { graph }: Data,
+ { edgeSizes }: Pick,
+ { edgeSizeRatio }: Pick