FEA-Bench / testbed /fairlearn__fairlearn /visualization /FairnessDashboard /src /Controls /FeatureTab.tsx
| import React from "react"; | |
| import { localization } from "../Localization/localization"; | |
| import { Stack, StackItem } from "office-ui-fabric-react/lib/Stack"; | |
| import { DataSpecificationBlade } from "./DataSpecificationBlade"; | |
| import { Separator } from "office-ui-fabric-react/lib/Separator"; | |
| import { IWizardTabProps } from "../IWizardTabProps"; | |
| import { WizardFooter } from "./WizardFooter"; | |
| import { List } from "office-ui-fabric-react/lib/List"; | |
| import { mergeStyleSets } from "@uifabric/styling"; | |
| import { Icon } from "office-ui-fabric-react/lib/Icon"; | |
| import { IBinnedResponse } from "../IBinnedResponse"; | |
| import { Text } from "office-ui-fabric-react/lib/Text"; | |
| import { Modal } from 'office-ui-fabric-react/lib/Modal'; | |
| import { ActionButton } from "office-ui-fabric-react/lib/Button"; | |
| import BinDialog from "./BinDialog"; | |
| import { INumericRange, RangeTypes } from "mlchartlib"; | |
| interface IFeatureItem { | |
| title: string; | |
| description: string; | |
| onSelect: (index: number) => void; | |
| selected: boolean; | |
| categories?: string[]; | |
| } | |
| export interface IFeatureTabProps extends IWizardTabProps { | |
| featureBins: IBinnedResponse[]; | |
| selectedFeatureIndex: number; | |
| selectedFeatureChange: (value: number) => void; | |
| saveBin: (bin: IBinnedResponse) => void; | |
| } | |
| interface IState { | |
| expandedBins: number[]; | |
| editingFeatureIndex: number | undefined; | |
| } | |
| export class FeatureTab extends React.PureComponent<IFeatureTabProps, IState> { | |
| private static readonly classNames = mergeStyleSets({ | |
| itemCell: { | |
| display: "flex", | |
| flexDirection: "row", | |
| padding: "20px 0", | |
| width: "100%", | |
| cursor: "pointer", | |
| boxSizing: "border-box", | |
| borderBottom: "1px solid #CCCCCC", | |
| selectors: { | |
| '&:hover': { background: "lightgray" } | |
| } | |
| }, | |
| iconClass: { | |
| fontSize: "20px" | |
| }, | |
| itemsList: { | |
| overflowY: "auto" | |
| }, | |
| frame: { | |
| height: "100%", | |
| }, | |
| main: { | |
| height: "100%", | |
| maxWidth: "700px", | |
| flex: 1 | |
| }, | |
| header: { | |
| color: "#333333", | |
| fontSize: "32px", | |
| lineHeight: "39px", | |
| fontWeight: "100" | |
| }, | |
| textBody: { | |
| paddingTop: "12px", | |
| fontSize: "18px", | |
| lineHeight: "24px", | |
| fontWeight: "300", | |
| marginBottom: "15px" | |
| }, | |
| tableHeader: { | |
| display: "flex", | |
| flexDirection: "row", | |
| justifyContent: "space-between", | |
| paddingBottom: "15px", | |
| color: "#333333", | |
| fontSize: "15px", | |
| lineHeight: "18px", | |
| fontWeight: "500", | |
| borderBottom: "1px solid #CCCCCC" | |
| }, | |
| itemTitle: { | |
| margin: 0, | |
| color: "#333333", | |
| fontSize: "22px", | |
| lineHeight: "26px", | |
| fontWeight: "300" | |
| }, | |
| valueCount: { | |
| paddingTop: "15px", | |
| color: "#333333", | |
| fontSize: "15px", | |
| lineHeight: "18px", | |
| fontWeight: "500" | |
| }, | |
| iconWrapper: { | |
| paddingTop: "4px", | |
| paddingLeft: "5px", | |
| width: "30px" | |
| }, | |
| featureDescriptionSection: { | |
| flex: 1, | |
| paddingRight: "20px", | |
| minHeight:"75px" | |
| }, | |
| binSection:{ | |
| width:"130px", | |
| }, | |
| expandButton: { | |
| paddingLeft: 0, | |
| selectors: { | |
| "& i":{ | |
| marginLeft: 0 | |
| } | |
| } | |
| }, | |
| category: { | |
| textOverflow: "ellipsis", | |
| whiteSpace: "nowrap", | |
| overflow: "hidden" | |
| }, | |
| subgroupHeader: { | |
| width: "130px" | |
| } | |
| }); | |
| constructor(props: IFeatureTabProps) { | |
| super(props); | |
| this.state = { | |
| expandedBins: [], | |
| editingFeatureIndex: undefined | |
| }; | |
| } | |
| render(): React.ReactNode { | |
| return( | |
| <Stack horizontal horizontalAlign="space-between" className={FeatureTab.classNames.frame}> | |
| <Modal | |
| isOpen={this.state.editingFeatureIndex !== undefined} | |
| isBlocking={false} | |
| onDismiss={this.hideModal}> | |
| { this.state.editingFeatureIndex !== undefined && <BinDialog | |
| range={this.props.dashboardContext.modelMetadata.featureRanges[this.state.editingFeatureIndex] as INumericRange} | |
| bins={this.props.featureBins[this.state.editingFeatureIndex]} | |
| dataset={this.props.dashboardContext.dataset} | |
| index={this.state.editingFeatureIndex} | |
| onSave={this.onBinSave} | |
| onCancel={this.hideModal}/>} | |
| </Modal> | |
| <Stack className={FeatureTab.classNames.main}> | |
| <h2 className={FeatureTab.classNames.header}> | |
| {localization.Feature.header} | |
| </h2> | |
| <p className={FeatureTab.classNames.textBody}>{localization.Feature.body}</p> | |
| <div className={FeatureTab.classNames.tableHeader}> | |
| <div>{localization.Intro.features}</div> | |
| <div className={FeatureTab.classNames.subgroupHeader}>{localization.Feature.subgroups}</div> | |
| </div> | |
| <StackItem grow={2} className={FeatureTab.classNames.itemsList}> | |
| <List | |
| items={this.props.featureBins} | |
| onRenderCell={this._onRenderCell} | |
| /> | |
| </StackItem> | |
| <WizardFooter onNext={this.props.onNext}/> | |
| </Stack> | |
| <DataSpecificationBlade | |
| numberRows={this.props.dashboardContext.dataset.length} | |
| featureNames={this.props.dashboardContext.modelMetadata.featureNames}/> | |
| </Stack> | |
| ); | |
| } | |
| private readonly hideModal = (): void => { | |
| this.setState({editingFeatureIndex: undefined}); | |
| } | |
| private readonly onBinSave = (bin: IBinnedResponse): void => { | |
| this.setState({editingFeatureIndex: undefined}); | |
| this.props.saveBin(bin); | |
| } | |
| private readonly editBins = (index: number) => { | |
| this.setState({editingFeatureIndex: index}); | |
| } | |
| private readonly _onRenderCell = (item: IBinnedResponse, index: number | undefined): JSX.Element => { | |
| return ( | |
| <div | |
| key={index} | |
| className={FeatureTab.classNames.itemCell} | |
| onClick={this.props.selectedFeatureChange.bind(this, index)} | |
| data-is-focusable={true} | |
| > | |
| <div className={FeatureTab.classNames.iconWrapper}> | |
| <Icon iconName={this.props.selectedFeatureIndex === index ? "RadioBtnOn" : "RadioBtnOff"} className={FeatureTab.classNames.iconClass}/> | |
| </div> | |
| <div className={FeatureTab.classNames.featureDescriptionSection}> | |
| <h2 className={FeatureTab.classNames.itemTitle}>{this.props.dashboardContext.modelMetadata.featureNames[index]}</h2> | |
| {item.rangeType === RangeTypes.categorical && | |
| <div className={FeatureTab.classNames.valueCount}>{localization.formatString(localization.Feature.summaryCategoricalCount, item.array.length) as string}</div> | |
| } | |
| {item.rangeType !== RangeTypes.categorical && | |
| <div className={FeatureTab.classNames.valueCount}> | |
| {localization.formatString(localization.Feature.summaryNumericCount, | |
| (this.props.dashboardContext.modelMetadata.featureRanges[index] as INumericRange).min, | |
| (this.props.dashboardContext.modelMetadata.featureRanges[index] as INumericRange).max, | |
| item.labelArray.length) as string}</div> | |
| } | |
| {!this.props.dashboardContext.modelMetadata.featureIsCategorical[index] && | |
| <ActionButton | |
| className={FeatureTab.classNames.expandButton} | |
| iconProps={{iconName: "Edit"}} | |
| onClick={this.editBins.bind(this, index)}>{localization.Feature.editBinning}</ActionButton> | |
| } | |
| </div> | |
| <div className={FeatureTab.classNames.binSection}> | |
| {!this.state.expandedBins.includes(index) && !!item.labelArray && | |
| <div> | |
| {item.labelArray.slice(0,7).map((category, index) => <div key={index} className={FeatureTab.classNames.category}>{category}</div>)} | |
| {item.labelArray.length > 7 && <ActionButton | |
| className={FeatureTab.classNames.expandButton} | |
| iconProps={{iconName: "ChevronDownMed"}} | |
| onClick={this.updateExpandedList.bind(this, index)}>{localization.Feature.showCategories}</ActionButton>} | |
| </div> | |
| } | |
| {this.state.expandedBins.includes(index) && !!item.labelArray && | |
| <div> | |
| {item.labelArray.map((category, index) => <div key={index} className={FeatureTab.classNames.category}>{category}</div>)} | |
| {<ActionButton | |
| className={FeatureTab.classNames.expandButton} | |
| iconProps={{iconName: "ChevronUpMed"}} | |
| onClick={this.updateExpandedList.bind(this)}>{localization.Feature.hideCategories}</ActionButton>} | |
| </div> | |
| } | |
| </div> | |
| </div> | |
| ); | |
| } | |
| private readonly updateExpandedList = (value?: number): void => { | |
| this.setState(() => {return {expandedBins: [value]}}) | |
| } | |
| } |