From e2a8689969d4cb8338e2f814c23b9dc006c5f0f7 Mon Sep 17 00:00:00 2001 From: Lijiaoa <61399850+Lijiaoa@users.noreply.github.com> Date: Wed, 12 Aug 2020 16:29:21 +0800 Subject: [PATCH] deal with all type metrics (#2782) * update * update * Fix metrics for type other than number * update * change master version TableList.tsx * revert unuseful change Co-authored-by: Lijiao Co-authored-by: Lijiao <1425861283@qq.com> Co-authored-by: Yuge Zhang --- src/webui/mock/all-types-metric.json | 2527 +++++++++++++++++ src/webui/src/App.tsx | 32 +- .../src/components/trial-detail/Para.tsx | 2 +- src/webui/src/static/function.ts | 27 +- src/webui/src/static/interface.ts | 2 +- src/webui/src/static/model/experiment.ts | 4 +- src/webui/src/static/model/searchspace.ts | 7 +- src/webui/src/static/model/trial.ts | 71 +- 8 files changed, 2621 insertions(+), 51 deletions(-) create mode 100644 src/webui/mock/all-types-metric.json diff --git a/src/webui/mock/all-types-metric.json b/src/webui/mock/all-types-metric.json new file mode 100644 index 0000000000..ec6bc19457 --- /dev/null +++ b/src/webui/mock/all-types-metric.json @@ -0,0 +1,2527 @@ + +{ + "checkStatus": { + "status": "DONE", + "errors": [] + }, + "experiment": { + "id": "Tkaxm2mb", + "revision": 118, + "execDuration": 150, + "logDir": "/***/nni/experiments/Tkaxm2mb", + "nextSequenceId": 110, + "params": { + "authorName": "default", + "experimentName": "default", + "trialConcurrency": 10, + "maxExecDuration": 3600, + "maxTrialNum": 100, + "searchSpace": "{\"intermediate1\": {\"_type\": \"choice\", \"_value\": [\"normal\", \"inf\", \"neginf\", \"nan\", \"string\", \"dict-empty\", \"dict-normal\", \"dict-nodefault\", \"dict-defaultdict\"]}, \"intermediate2\": {\"_type\": \"choice\", \"_value\": [\"normal\", \"inf\", \"neginf\", \"nan\", \"string\", \"dict-empty\", \"dict-normal\", \"dict-nodefault\", \"dict-defaultdict\"]}, \"intermediate3\": {\"_type\": \"choice\", \"_value\": [\"normal\", \"inf\", 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"{\"parameter_id\":19,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"inf\",\"intermediate2\":\"dict-nodefault\",\"intermediate3\":\"nan\",\"intermediate_count\":0,\"final1\":\"normal\",\"final2\":\"dict-defaultdict\",\"final_count\":1},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/EFsFo", + "startTime": 1595901150521, + "sequenceId": 19, + "endTime": 1595901157386, + "finalMetricData": [ + { + "timestamp": 1595901157336, + "trialJobId": "EFsFo", + "parameterId": "19", + "type": "FINAL", + "sequence": 0, + "data": "\"-0.9452602480917385\"" + } + ] + }, + { + "id": "dUJTL", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":20,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"inf\",\"intermediate2\":\"string\",\"intermediate3\":\"inf\",\"intermediate_count\":1,\"final1\":\"inf\",\"final2\":\"string\",\"final_count\":1},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/dUJTL", + "startTime": 1595901170933, + "sequenceId": 20, + "endTime": 1595901173438, + "finalMetricData": [ + { + "timestamp": 1595901173388, + "trialJobId": "dUJTL", + "parameterId": "20", + "type": "FINAL", + "sequence": 0, + "data": "\"Infinity\"" + } + ] + }, + { + "id": "xAoeQ", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":21,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"dict-normal\",\"intermediate2\":\"neginf\",\"intermediate3\":\"normal\",\"intermediate_count\":3,\"final1\":\"normal\",\"final2\":\"inf\",\"final_count\":2},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/xAoeQ", + "startTime": 1595901170945, + "sequenceId": 21, + "endTime": 1595901176469, + "finalMetricData": [ + { + "timestamp": 1595901175418, + "trialJobId": "xAoeQ", + "parameterId": "21", + "type": "FINAL", + "sequence": 0, + "data": "\"-8.43771544998285\"" + } + ] + }, + { + "id": "de6XT", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":22,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"dict-normal\",\"intermediate2\":\"nan\",\"intermediate3\":\"string\",\"intermediate_count\":2,\"final1\":\"dict-nodefault\",\"final2\":\"neginf\",\"final_count\":2},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/de6XT", + "startTime": 1595901170962, + "sequenceId": 22, + "endTime": 1595901175475, + "finalMetricData": [ + { + "timestamp": 1595901174434, + "trialJobId": "de6XT", + "parameterId": "22", + "type": "FINAL", + "sequence": 0, + "data": "\"{\\\"other\\\": 0.8472658215331563}\"" + } + ] + }, + { + "id": "A7C0a", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":23,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"nan\",\"intermediate2\":\"normal\",\"intermediate3\":\"neginf\",\"intermediate_count\":1,\"final1\":\"dict-empty\",\"final2\":\"dict-defaultdict\",\"final_count\":1},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/A7C0a", + "startTime": 1595901170977, + "sequenceId": 23, + "endTime": 1595901173571, + "finalMetricData": [ + { + "timestamp": 1595901173524, + "trialJobId": "A7C0a", + "parameterId": "23", + "type": "FINAL", + "sequence": 0, + "data": "\"{}\"" + } + ] + }, + { + "id": "Rofrb", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":24,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"inf\",\"intermediate2\":\"dict-nodefault\",\"intermediate3\":\"neginf\",\"intermediate_count\":0,\"final1\":\"dict-nodefault\",\"final2\":\"dict-normal\",\"final_count\":2},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/Rofrb", + "startTime": 1595901170990, + "sequenceId": 24, + "endTime": 1595901173521, + "finalMetricData": [ + { + "timestamp": 1595901172467, + "trialJobId": "Rofrb", + "parameterId": "24", + "type": "FINAL", + "sequence": 0, + "data": "\"{\\\"other\\\": 8.461683188282755}\"" + } + ] + }, + { + "id": "MOOrR", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":25,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"dict-defaultdict\",\"intermediate2\":\"string\",\"intermediate3\":\"dict-empty\",\"intermediate_count\":3,\"final1\":\"string\",\"final2\":\"neginf\",\"final_count\":2},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/MOOrR", + "startTime": 1595901171032, + "sequenceId": 25, + "endTime": 1595901176529, + "finalMetricData": [ + { + "timestamp": 1595901175485, + "trialJobId": "MOOrR", + "parameterId": "25", + "type": "FINAL", + "sequence": 0, + "data": "\"\\\"2.8954800063491586\\\"\"" + } + ] + }, + { + "id": "p2m5y", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":26,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"normal\",\"intermediate2\":\"dict-nodefault\",\"intermediate3\":\"inf\",\"intermediate_count\":2,\"final1\":\"normal\",\"final2\":\"dict-defaultdict\",\"final_count\":1},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/p2m5y", + "startTime": 1595901171129, + "sequenceId": 26, + "endTime": 1595901174686, + "finalMetricData": [ + { + "timestamp": 1595901174636, + "trialJobId": "p2m5y", + "parameterId": "26", + "type": "FINAL", + "sequence": 0, + "data": "\"9.902729745066438\"" + } + ] + }, + { + "id": "mSPRF", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":27,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"neginf\",\"intermediate2\":\"nan\",\"intermediate3\":\"dict-nodefault\",\"intermediate_count\":2,\"final1\":\"string\",\"final2\":\"dict-empty\",\"final_count\":2},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/mSPRF", + "startTime": 1595901171272, + "sequenceId": 27, + "endTime": 1595901175714, + "finalMetricData": [ + { + "timestamp": 1595901174667, + "trialJobId": "mSPRF", + "parameterId": "27", + "type": "FINAL", + "sequence": 0, + "data": "\"\\\"-2.5183912965656763\\\"\"" + } + ] + }, + { + "id": "G5nv9", + "status": "SUCCEEDED", + "hyperParameters": [ + "{\"parameter_id\":28,\"parameter_source\":\"algorithm\",\"parameters\":{\"intermediate1\":\"neginf\",\"intermediate2\":\"string\",\"intermediate3\":\"dict-normal\",\"intermediate_count\":3,\"final1\":\"inf\",\"final2\":\"normal\",\"final_count\":2},\"parameter_index\":0}" + ], + "logPath": "file://localhost:/***/nni/experiments/Tkaxm2mb/trials/G5nv9", + "startTime": 1595901171428, + "sequenceId": 28, + "endTime": 1595901176884, + "finalMetricData": [ + { + "timestamp": 1595901175834, + "trialJobId": "G5nv9", + "parameterId": "28", + "type": "FINAL", + "sequence": 0, + "data": "\"Infinity\"" + } + ] + } + ] +} diff --git a/src/webui/src/App.tsx b/src/webui/src/App.tsx index 2405b02de0..690efc23c4 100644 --- a/src/webui/src/App.tsx +++ b/src/webui/src/App.tsx @@ -15,13 +15,13 @@ interface AppState { isillegalFinal: boolean; expWarningMessage: string; bestTrialEntries: string; // for overview page: best trial entreis + isUpdate: boolean; } class App extends React.Component<{}, AppState> { private timerId!: number | undefined; private dataFormatimer!: number; private firstLoad: boolean = false; // when click refresh selector options - constructor(props: {}) { super(props); this.state = { @@ -32,16 +32,19 @@ class App extends React.Component<{}, AppState> { metricGraphMode: 'max', isillegalFinal: false, expWarningMessage: '', - bestTrialEntries: '10' + bestTrialEntries: '10', + isUpdate: true }; } async componentDidMount(): Promise { await Promise.all([EXPERIMENT.init(), TRIALS.init()]); - this.setState(state => ({ experimentUpdateBroadcast: state.experimentUpdateBroadcast + 1 })); - this.setState(state => ({ trialsUpdateBroadcast: state.trialsUpdateBroadcast + 1 })); - this.timerId = window.setTimeout(this.refresh, this.state.interval * 1000); - this.setState({ metricGraphMode: (EXPERIMENT.optimizeMode === 'minimize' ? 'min' : 'max') }); + this.setState(state => ({ + experimentUpdateBroadcast: state.experimentUpdateBroadcast + 1, + trialsUpdateBroadcast: state.trialsUpdateBroadcast + 1, + metricGraphMode: (EXPERIMENT.optimizeMode === 'minimize' ? 'min' : 'max') + })); + this.timerId = window.setTimeout(this.refresh, this.state.interval * 100); // final result is legal // get a succeed trial，see final result data's format // eslint-disable-next-line @typescript-eslint/no-non-null-assertion @@ -99,6 +102,15 @@ class App extends React.Component<{}, AppState> { this.setState({ bestTrialEntries: entries }); } + shouldComponentUpdate(nextProps: any, nextState: AppState): boolean { + + if(!(nextState.isUpdate || nextState.isUpdate === undefined)){ + nextState.isUpdate = true; + return false; + } + return true; + } + render(): React.ReactNode { const { interval, columnList, experimentUpdateBroadcast, trialsUpdateBroadcast, metricGraphMode, isillegalFinal, expWarningMessage, bestTrialEntries @@ -106,7 +118,6 @@ class App extends React.Component<{}, AppState> { if (experimentUpdateBroadcast === 0 || trialsUpdateBroadcast === 0) { return null; // TODO: render a loading page } - const errorList = [ { errorWhere: TRIALS.jobListError(), errorMessage: TRIALS.getJobErrorMessage() }, { errorWhere: EXPERIMENT.experimentError(), errorMessage: EXPERIMENT.getExperimentMessage() }, @@ -158,7 +169,6 @@ class App extends React.Component<{}, AppState> { } private refresh = async (): Promise => { - // resolve this question: 10s -> 20s, page refresh twice. // only refresh this page after clicking the refresh options if (this.firstLoad !== true) { @@ -177,8 +187,7 @@ class App extends React.Component<{}, AppState> { // experiment status and /trial-jobs api's status could decide website update if (['DONE', 'ERROR', 'STOPPED'].includes(EXPERIMENT.status) || TRIALS.jobListError()) { // experiment finished, refresh once more to ensure consistency - this.setState({ interval: 0 }); - this.lastRefresh(); + this.setState(() => ({ interval: 0, isUpdate: false })); return; } @@ -189,8 +198,7 @@ class App extends React.Component<{}, AppState> { public async lastRefresh(): Promise { await EXPERIMENT.update(); await TRIALS.update(true); - this.setState(state => ({ experimentUpdateBroadcast: state.experimentUpdateBroadcast + 1 })); - this.setState(state => ({ trialsUpdateBroadcast: state.trialsUpdateBroadcast + 1 })); + this.setState(state => ({ experimentUpdateBroadcast: state.experimentUpdateBroadcast + 1, trialsUpdateBroadcast: state.trialsUpdateBroadcast + 1 })); } } diff --git a/src/webui/src/components/trial-detail/Para.tsx b/src/webui/src/components/trial-detail/Para.tsx index 6a018b71e3..f6fd0a7884 100644 --- a/src/webui/src/components/trial-detail/Para.tsx +++ b/src/webui/src/components/trial-detail/Para.tsx @@ -195,7 +195,7 @@ class Para extends React.Component { }]); } - if (convertedTrials.length === 0) { + if (convertedTrials.length === 0 || dimensions.length <= 1) { return; } diff --git a/src/webui/src/static/function.ts b/src/webui/src/static/function.ts index 221d4da0e2..fda4cd89cf 100644 --- a/src/webui/src/static/function.ts +++ b/src/webui/src/static/function.ts @@ -51,7 +51,7 @@ const convertDuration = (num: number): string => { }; function parseMetrics(metricData: string): any { - if (metricData.includes('NaN')) { + if (metricData.includes('NaN') || metricData.includes('Infinity')) { return JSON5.parse(JSON5.parse(metricData)); } else { return JSON.parse(JSON.parse(metricData)); @@ -84,15 +84,18 @@ const getFinalResult = (final?: MetricDataRecord[]): number => { } }; +function isNaNorInfinity(val: number): boolean { + return Object.is(val, NaN) || Object.is(val, Infinity); +} + // get final result value // acc obj const getFinal = (final?: MetricDataRecord[]): FinalType | undefined => { let showDefault: FinalType; if (final) { showDefault = parseMetrics(final[final.length - 1].data); if (typeof showDefault === 'number') { - if(!isNaN(showDefault)){ - showDefault = { default: showDefault }; - return showDefault; + if(!isNaNorInfinity(showDefault)){ + return { default: showDefault }; } } else if (isArrayType(showDefault)) { // not support final type @@ -165,11 +168,9 @@ const killJob = (key: number, id: string, status: string, updateList?: Function) .catch(error => { if (error.response.status === 500) { if (error.response.data.error) { - alert(123); - // message.error(error.response.data.error); + alert(error.response.data.error); } else { - alert(234); - // message.error('500 error, fail to cancel the job'); + alert('500 error, fail to cancel the job'); } } }); @@ -229,9 +230,17 @@ function formatAccuracy(accuracy: number): string { return accuracy.toFixed(6).replace(/0+$/, '').replace(/\.$/, ''); } +function formatComplexTypeValue(value: any): string | number { + if (['number', 'string'].includes(typeof value)) { + return value; + } else { + return value.toString(); + } +} + export { convertTime, convertDuration, getFinalResult, getFinal, downFile, intermediateGraphOption, killJob, filterByStatus, filterDuration, formatAccuracy, formatTimestamp, metricAccuracy, parseMetrics, - isArrayType, requestAxios + isArrayType, requestAxios, isNaNorInfinity, formatComplexTypeValue }; diff --git a/src/webui/src/static/interface.ts b/src/webui/src/static/interface.ts index 493ffc4b41..734921ead3 100644 --- a/src/webui/src/static/interface.ts +++ b/src/webui/src/static/interface.ts @@ -46,7 +46,7 @@ interface TableRecord { duration: number; status: string; intermediateCount: number; - accuracy?: number; + accuracy?: number | any; latestAccuracy: number | undefined; formattedLatestAccuracy: string; // format (LATEST/FINAL), accDictionary: FinalType | undefined; diff --git a/src/webui/src/static/model/experiment.ts b/src/webui/src/static/model/experiment.ts index 2f899eccdf..3d8d088789 100644 --- a/src/webui/src/static/model/experiment.ts +++ b/src/webui/src/static/model/experiment.ts @@ -58,7 +58,7 @@ class Experiment { await requestAxios(`${MANAGER_IP}/experiment`) .then(data => { - updated = updated || compareProfiles(this.profileField, data); + updated = updated || !compareProfiles(this.profileField, data); this.profileField = data; }) .catch(error => { @@ -69,7 +69,7 @@ class Experiment { await requestAxios(`${MANAGER_IP}/check-status`) .then(data => { - updated = JSON.stringify(this.statusField) === JSON.stringify(data); + updated = JSON.stringify(this.statusField) !== JSON.stringify(data); this.statusField = data; }) .catch(error => { diff --git a/src/webui/src/static/model/searchspace.ts b/src/webui/src/static/model/searchspace.ts index 75006bc1cd..cd1cfede23 100644 --- a/src/webui/src/static/model/searchspace.ts +++ b/src/webui/src/static/model/searchspace.ts @@ -1,5 +1,6 @@ import { SingleAxis, MultipleAxes, TableObj } from '../interface'; import { SUPPORTED_SEARCH_SPACE_TYPE } from '../const'; +import { formatComplexTypeValue } from '../function'; function fullNameJoin(prefix: string, name: string): string { return prefix ? (prefix + '/' + name) : name; @@ -52,7 +53,7 @@ class SimpleOrdinalAxis implements SingleAxis { this.baseName = baseName; this.fullName = fullName; this.type = type; - this.domain = value; + this.domain = Array.from(value).map(formatComplexTypeValue); } } @@ -115,7 +116,7 @@ export class SearchSpace implements MultipleAxes { trial.parameters(searchSpace); } catch (unexpectedEntries) { // eslint-disable-next-line no-console - console.log(unexpectedEntries); + console.warn(unexpectedEntries); for (const [k, v] of unexpectedEntries as Map) { const column = addingColumns.get(k); if (column === undefined) { @@ -164,7 +165,7 @@ export class MetricSpace implements MultipleAxes { if (value.every(v => typeof v === 'number')) { this.axes.set(key, new NumericAxis(key, key, 'uniform', [Math.min(...value), Math.max(...value)])); } else { - // TODO: skip for now + this.axes.set(key, new SimpleOrdinalAxis(key, key, 'choice', value)); } }); } diff --git a/src/webui/src/static/model/trial.ts b/src/webui/src/static/model/trial.ts index b1431a0a5f..c5366fe8c9 100644 --- a/src/webui/src/static/model/trial.ts +++ b/src/webui/src/static/model/trial.ts @@ -1,5 +1,6 @@ +import * as JSON5 from 'json5'; import { MetricDataRecord, TrialJobInfo, TableObj, TableRecord, Parameters, FinalType, MultipleAxes, SingleAxis } from '../interface'; -import { getFinal, formatAccuracy, metricAccuracy, parseMetrics, isArrayType } from '../function'; +import { getFinal, formatAccuracy, metricAccuracy, parseMetrics, isArrayType, isNaNorInfinity, formatComplexTypeValue } from '../function'; /** * Get a structured representation of parameters @@ -27,10 +28,10 @@ function inferTrialParameters(paramObj: object, space: MultipleAxes, prefix: str subUnexpected.forEach((v, k) => unexpectedEntries.set(k, v)); } } else { - parameters.set(axisKey, v); + parameters.set(axisKey, formatComplexTypeValue(v)); } } else { - unexpectedEntries.set(prefix + k, v); + unexpectedEntries.set(prefix + k, formatComplexTypeValue(v)); } } return [parameters, unexpectedEntries]; @@ -110,7 +111,15 @@ class Trial implements TableObj { const endTime = this.info.endTime || new Date().getTime(); // eslint-disable-next-line @typescript-eslint/no-non-null-assertion const duration = (endTime - this.info.startTime!) / 1000; - + let accuracy; + if(this.acc !== undefined && this.acc.default !== undefined){ + if(typeof this.acc.default === 'number'){ + accuracy = JSON5.parse(this.acc.default); + }else { + accuracy = this.acc.default; + } + } + return { key: this.info.id, sequenceId: this.info.sequenceId, @@ -121,8 +130,7 @@ class Trial implements TableObj { duration, status: this.info.status, intermediateCount: this.intermediates.length, - // eslint-disable-next-line @typescript-eslint/no-non-null-assertion - accuracy: this.acc !== undefined ? JSON.parse(this.acc!.default) : undefined, + accuracy: accuracy, latestAccuracy: this.latestAccuracy, formattedLatestAccuracy: this.formatLatestAccuracy(), accDictionary: this.acc @@ -152,6 +160,9 @@ class Trial implements TableObj { } get acc(): FinalType | undefined { + if (this.info === undefined) { + return undefined; + } return getFinal(this.info.finalMetricData); } @@ -190,10 +201,10 @@ class Trial implements TableObj { } public parameters(axes: MultipleAxes): Map { - const tempHyper = this.info.hyperParameters; - if (tempHyper === undefined) { - throw new Map([['error', 'This trial\'s parameters are not available.']]); + if (this.info === undefined || this.info.hyperParameters === undefined) { + throw new Map(); } else { + const tempHyper = this.info.hyperParameters; let params = JSON.parse(tempHyper[tempHyper.length - 1]).parameters; if (typeof params === 'string') { params = JSON.parse(params); @@ -216,6 +227,7 @@ class Trial implements TableObj { Object.entries(acc).forEach(item => { const [k, v] = item; const column = space.axes.get(k); + if (column !== undefined) { ret.set(column, v); } else { @@ -233,8 +245,11 @@ class Trial implements TableObj { } public finalKeys(): string[] { - // eslint-disable-next-line @typescript-eslint/no-non-null-assertion - return Object.keys(this.acc!); + if(this.acc !== undefined){ + return Object.keys(this.acc); + } else { + return []; + } } /* table obj end */ @@ -288,24 +303,34 @@ class Trial implements TableObj { return !same; } - public formatLatestAccuracy(): string { // TODO: this should be private - if (this.accuracy !== undefined) { - if (isNaN(this.accuracy)) { - return this.accuracy.toString(); + private renderNumber(val: any): string { + if(typeof val === 'number'){ + if (isNaNorInfinity(val)) { + return `${val}`; // show 'NaN' or 'Infinity' } else { - return `${formatAccuracy(this.accuracy)} (FINAL)`; + return `${formatAccuracy(val)} (FINAL)`; } - } else if (this.intermediates.length === 0) { - return '--'; } else { - // eslint-disable-next-line @typescript-eslint/no-non-null-assertion - const latest = this.intermediates[this.intermediates.length - 1]!; - if (isNaN(metricAccuracy(latest))) { - return 'NaN'; + // show other types, such as {tensor: {data: }} + return JSON.stringify(val); + } + } + + public formatLatestAccuracy(): string { // TODO: this should be private + if(this.status === 'SUCCEEDED'){ + return (this.accuracy === undefined ? '--': this.renderNumber(this.accuracy)); + } else { + if (this.accuracy !== undefined) { + return this.renderNumber(this.accuracy); + } else if (this.intermediates.length === 0) { + return '--'; } else { - return `${formatAccuracy(metricAccuracy(latest))} (LATEST)`; + // eslint-disable-next-line @typescript-eslint/no-non-null-assertion + const latest = this.intermediates[this.intermediates.length - 1]!; + return this.renderNumber(metricAccuracy(latest)); } } + } }