From 49c6afb45ef34d894763e5dcadcd095a06384a57 Mon Sep 17 00:00:00 2001 From: reyura Date: Sat, 30 Sep 2023 16:56:53 +0900 Subject: [PATCH 1/2] =?UTF-8?q?=E2=9C=A8=20feat:=20Use=20Vite=20instead=20?= =?UTF-8?q?of=20webpack?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 3 + optuna_dashboard/_app.py | 16 +- optuna_dashboard/index.html | 166 +- optuna_dashboard_client/web/.env | 2 + optuna_dashboard_client/web/.eslintrc.cjs | 9 + optuna_dashboard_client/web/.gitignore | 25 + optuna_dashboard_client/web/README.md | 27 + optuna_dashboard_client/web/index.html | 121 + optuna_dashboard_client/web/package-lock.json | 10980 ++++++++++++++++ optuna_dashboard_client/web/package.json | 57 + .../web/public/favicon.ico | Bin 0 -> 15406 bytes optuna_dashboard_client/web/src/App.css | 42 + optuna_dashboard_client/web/src/App.tsx | 35 + optuna_dashboard_client/web/src/action.ts | 709 + optuna_dashboard_client/web/src/apiClient.ts | 373 + .../web/src/assets/react.svg | 1 + .../web/src/components/App.tsx | 93 + .../web/src/components/AppDrawer.tsx | 359 + .../web/src/components/ArtifactCardMedia.tsx | 44 + .../web/src/components/BestTrialsCard.tsx | 125 + .../web/src/components/CompareStudies.tsx | 312 + .../web/src/components/CreateStudyDialog.tsx | 146 + .../web/src/components/DataGrid.tsx | 378 + .../web/src/components/Debounce.tsx | 28 + .../src/components/DeleteArtifactDialog.tsx | 76 + .../web/src/components/DeleteStudyDialog.tsx | 64 + .../web/src/components/GraphContour.tsx | 358 + .../web/src/components/GraphEdf.tsx | 107 + .../web/src/components/GraphHistory.tsx | 315 + .../GraphHyperparameterImportances.tsx | 101 + .../components/GraphIntermediateValues.tsx | 100 + .../components/GraphParallelCoordinate.tsx | 244 + .../web/src/components/GraphParetoFront.tsx | 267 + .../web/src/components/GraphSlice.tsx | 260 + .../web/src/components/GraphTimeline.tsx | 119 + .../web/src/components/Note.tsx | 585 + .../web/src/components/PlotlyDarkMode.ts | 8 + .../web/src/components/PreferenceHistory.tsx | 287 + .../src/components/PreferentialAnalytics.tsx | 68 + .../web/src/components/PreferentialGraph.tsx | 304 + .../PreferentialOutputComponent.tsx | 26 + .../web/src/components/PreferentialTrials.tsx | 577 + .../web/src/components/RenameStudyDialog.tsx | 102 + .../web/src/components/StudyDetail.tsx | 203 + .../web/src/components/StudyHistory.tsx | 172 + .../web/src/components/StudyList.tsx | 247 + .../src/components/ThreejsArtifactViewer.tsx | 161 + .../web/src/components/TrialArtifactCards.tsx | 206 + .../web/src/components/TrialFormWidgets.tsx | 463 + .../web/src/components/TrialList.tsx | 438 + .../web/src/components/TrialTable.tsx | 197 + .../web/src/components/UserDefinedPlot.tsx | 21 + optuna_dashboard_client/web/src/dateUtil.ts | 11 + .../web/src/dominatedTrials.ts | 40 + optuna_dashboard_client/web/src/graphUtil.ts | 13 + optuna_dashboard_client/web/src/index.css | 69 + optuna_dashboard_client/web/src/main.tsx | 10 + .../web/src/searchSpace.ts | 40 + optuna_dashboard_client/web/src/state.ts | 109 + .../web/src/trialFilter.ts | 252 + .../web/src/types/index.d.ts | 236 + optuna_dashboard_client/web/src/vite-env.d.ts | 1 + optuna_dashboard_client/web/tsconfig.json | 34 + optuna_dashboard_client/web/vite.config.ts | 20 + pyproject.toml | 2 +- 65 files changed, 20903 insertions(+), 61 deletions(-) create mode 100644 optuna_dashboard_client/web/.env create mode 100644 optuna_dashboard_client/web/.eslintrc.cjs create mode 100644 optuna_dashboard_client/web/.gitignore create mode 100644 optuna_dashboard_client/web/README.md create mode 100644 optuna_dashboard_client/web/index.html create mode 100644 optuna_dashboard_client/web/package-lock.json create mode 100644 optuna_dashboard_client/web/package.json create mode 100644 optuna_dashboard_client/web/public/favicon.ico create mode 100644 optuna_dashboard_client/web/src/App.css create mode 100644 optuna_dashboard_client/web/src/App.tsx create mode 100644 optuna_dashboard_client/web/src/action.ts create mode 100644 optuna_dashboard_client/web/src/apiClient.ts create mode 100644 optuna_dashboard_client/web/src/assets/react.svg create mode 100644 optuna_dashboard_client/web/src/components/App.tsx create mode 100644 optuna_dashboard_client/web/src/components/AppDrawer.tsx create mode 100644 optuna_dashboard_client/web/src/components/ArtifactCardMedia.tsx create mode 100644 optuna_dashboard_client/web/src/components/BestTrialsCard.tsx create mode 100644 optuna_dashboard_client/web/src/components/CompareStudies.tsx create mode 100644 optuna_dashboard_client/web/src/components/CreateStudyDialog.tsx create mode 100644 optuna_dashboard_client/web/src/components/DataGrid.tsx create mode 100644 optuna_dashboard_client/web/src/components/Debounce.tsx create mode 100644 optuna_dashboard_client/web/src/components/DeleteArtifactDialog.tsx create mode 100644 optuna_dashboard_client/web/src/components/DeleteStudyDialog.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphContour.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphEdf.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphHistory.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphHyperparameterImportances.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphIntermediateValues.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphParallelCoordinate.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphParetoFront.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphSlice.tsx create mode 100644 optuna_dashboard_client/web/src/components/GraphTimeline.tsx create mode 100644 optuna_dashboard_client/web/src/components/Note.tsx create mode 100644 optuna_dashboard_client/web/src/components/PlotlyDarkMode.ts create mode 100644 optuna_dashboard_client/web/src/components/PreferenceHistory.tsx create mode 100644 optuna_dashboard_client/web/src/components/PreferentialAnalytics.tsx create mode 100644 optuna_dashboard_client/web/src/components/PreferentialGraph.tsx create mode 100644 optuna_dashboard_client/web/src/components/PreferentialOutputComponent.tsx create mode 100644 optuna_dashboard_client/web/src/components/PreferentialTrials.tsx create mode 100644 optuna_dashboard_client/web/src/components/RenameStudyDialog.tsx create mode 100644 optuna_dashboard_client/web/src/components/StudyDetail.tsx create mode 100644 optuna_dashboard_client/web/src/components/StudyHistory.tsx create mode 100644 optuna_dashboard_client/web/src/components/StudyList.tsx create mode 100644 optuna_dashboard_client/web/src/components/ThreejsArtifactViewer.tsx create mode 100644 optuna_dashboard_client/web/src/components/TrialArtifactCards.tsx create mode 100644 optuna_dashboard_client/web/src/components/TrialFormWidgets.tsx create mode 100644 optuna_dashboard_client/web/src/components/TrialList.tsx create mode 100644 optuna_dashboard_client/web/src/components/TrialTable.tsx create mode 100644 optuna_dashboard_client/web/src/components/UserDefinedPlot.tsx create mode 100644 optuna_dashboard_client/web/src/dateUtil.ts create mode 100644 optuna_dashboard_client/web/src/dominatedTrials.ts create mode 100644 optuna_dashboard_client/web/src/graphUtil.ts create mode 100644 optuna_dashboard_client/web/src/index.css create mode 100644 optuna_dashboard_client/web/src/main.tsx create mode 100644 optuna_dashboard_client/web/src/searchSpace.ts create mode 100644 optuna_dashboard_client/web/src/state.ts create mode 100644 optuna_dashboard_client/web/src/trialFilter.ts create mode 100644 optuna_dashboard_client/web/src/types/index.d.ts create mode 100644 optuna_dashboard_client/web/src/vite-env.d.ts create mode 100644 optuna_dashboard_client/web/tsconfig.json create mode 100644 optuna_dashboard_client/web/vite.config.ts diff --git a/.gitignore b/.gitignore index 49c137e02..bca47b36b 100644 --- a/.gitignore +++ b/.gitignore @@ -7,6 +7,9 @@ venv/ dist/ build/ optuna_dashboard/public/ +optuna_dashboard/static/ +optuna_dashboard/index.html +optuna_dashboard/favicon.ico # JS node_modules/ diff --git a/optuna_dashboard/_app.py b/optuna_dashboard/_app.py index 812201ad6..98d04ffd9 100644 --- a/optuna_dashboard/_app.py +++ b/optuna_dashboard/_app.py @@ -61,7 +61,7 @@ # Static files BASE_DIR = os.path.dirname(os.path.abspath(__file__)) -STATIC_DIR = os.path.join(BASE_DIR, "public") +STATIC_DIR = os.path.join(BASE_DIR, "static") IMG_DIR = os.path.join(BASE_DIR, "img") cached_path_exists = functools.lru_cache(maxsize=10)(os.path.exists) @@ -77,6 +77,20 @@ def create_app( def remove_trailing_slashes_hook() -> None: request.environ["PATH_INFO"] = request.environ["PATH_INFO"].rstrip("/") + @app.hook("after_request") + def enable_cors(): + if "Origin" not in request.headers.keys(): + return + response.headers["Access-Control-Allow-Origin"] = request.headers["Origin"] + response.headers["Access-Control-Allow-Methods"] = "PUT, GET, POST, DELETE, OPTIONS" + response.headers[ + "Access-Control-Allow-Headers" + ] = "Origin, Accept, Content-Type, X-Requested-With, X-CSRF-Token, Authorization" + + @app.route("", method="OPTIONS") + def response_for_options(**kwargs): + return {} + @app.get("/") def index() -> BottleViewReturn: return redirect("/dashboard", 302) # Status Found diff --git a/optuna_dashboard/index.html b/optuna_dashboard/index.html index ec437f115..97782ae64 100644 --- a/optuna_dashboard/index.html +++ b/optuna_dashboard/index.html @@ -1,75 +1,123 @@ - + - - Optuna Dashboard + - - + + + Optuna Dashboard - - + + + +
- - - - - - - -

NOW LOADING

- + + + + + + + +

NOW LOADING

+
- - \ No newline at end of file + + + diff --git a/optuna_dashboard_client/web/.env b/optuna_dashboard_client/web/.env new file mode 100644 index 000000000..cf005636a --- /dev/null +++ b/optuna_dashboard_client/web/.env @@ -0,0 +1,2 @@ +VITE_API_ENDPOINT=http://0.0.0.0:8080 +VITE_URL_PREFIX=/dashboard diff --git a/optuna_dashboard_client/web/.eslintrc.cjs b/optuna_dashboard_client/web/.eslintrc.cjs new file mode 100644 index 000000000..e3813b2d2 --- /dev/null +++ b/optuna_dashboard_client/web/.eslintrc.cjs @@ -0,0 +1,9 @@ +module.exports = { + root: true, + parser: "@typescript-eslint/parser", + plugins: ["@typescript-eslint"], + rules: { + "@typescript-eslint/ban-ts-comment": "off", + }, + extends: ["eslint:recommended", "plugin:@typescript-eslint/recommended"], +}; diff --git a/optuna_dashboard_client/web/.gitignore b/optuna_dashboard_client/web/.gitignore new file mode 100644 index 000000000..b6cdf575d --- /dev/null +++ b/optuna_dashboard_client/web/.gitignore @@ -0,0 +1,25 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local +*.tsbuildinfo + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/optuna_dashboard_client/web/README.md b/optuna_dashboard_client/web/README.md new file mode 100644 index 000000000..1ebe379f5 --- /dev/null +++ b/optuna_dashboard_client/web/README.md @@ -0,0 +1,27 @@ +# React + TypeScript + Vite + +This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules. + +Currently, two official plugins are available: + +- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react/README.md) uses [Babel](https://babeljs.io/) for Fast Refresh +- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh + +## Expanding the ESLint configuration + +If you are developing a production application, we recommend updating the configuration to enable type aware lint rules: + +- Configure the top-level `parserOptions` property like this: + +```js + parserOptions: { + ecmaVersion: 'latest', + sourceType: 'module', + project: ['./tsconfig.json', './tsconfig.node.json'], + tsconfigRootDir: __dirname, + }, +``` + +- Replace `plugin:@typescript-eslint/recommended` to `plugin:@typescript-eslint/recommended-type-checked` or `plugin:@typescript-eslint/strict-type-checked` +- Optionally add `plugin:@typescript-eslint/stylistic-type-checked` +- Install [eslint-plugin-react](https://github.com/jsx-eslint/eslint-plugin-react) and add `plugin:react/recommended` & `plugin:react/jsx-runtime` to the `extends` list diff --git a/optuna_dashboard_client/web/index.html b/optuna_dashboard_client/web/index.html new file mode 100644 index 000000000..235775dad --- /dev/null +++ b/optuna_dashboard_client/web/index.html @@ -0,0 +1,121 @@ + + + + + + + Optuna Dashboard + + + +
+ + + + + + + +

NOW LOADING

+ +
+ + + diff --git a/optuna_dashboard_client/web/package-lock.json b/optuna_dashboard_client/web/package-lock.json new file mode 100644 index 000000000..fe58ec665 --- /dev/null +++ b/optuna_dashboard_client/web/package-lock.json @@ -0,0 +1,10980 @@ +{ + "name": "vite-project", + "version": "0.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "vite-project", + "version": "0.0.0", + "dependencies": { + "@emotion/react": "^11.11.1", + "@emotion/styled": "^11.11.0", + "@mui/icons-material": "^5.14.11", + "@mui/lab": "^5.0.0-alpha.146", + "@mui/material": "^5.14.11", + "@react-three/drei": "^9.86.3", + "@react-three/fiber": "^8.14.3", + "@types/three": "^0.156.0", + "axios": "^1.5.1", + "elkjs": "^0.8.2", + "notistack": "^3.0.1", + "plotly.js-dist-min": "^2.26.1", + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-markdown": "^9.0.0", + "react-router-dom": "^6.16.0", + "react-syntax-highlighter": "^15.5.0", + "reactflow": "^11.9.2", + "recoil": 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"type": "module", + "scripts": { + "dev": "vite", + "build": "tsc && vite build", + "lint": "eslint . --ext ts,tsx --report-unused-disable-directives --max-warnings 0", + "preview": "vite preview" + }, + "dependencies": { + "axios": "^1.5.1", + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-router-dom": "^6.16.0", + "recoil": "^0.7.7", + "@emotion/react": "^11.11.1", + "@emotion/styled": "^11.11.0", + "@mui/icons-material": "^5.14.11", + "@mui/lab": "^5.0.0-alpha.146", + "@mui/material": "^5.14.11", + "@react-three/drei": "^9.86.3", + "@react-three/fiber": "^8.14.3", + "@types/three": "^0.156.0", + "elkjs": "^0.8.2", + "notistack": "^3.0.1", + "plotly.js-dist-min": "^2.26.1", + "react-markdown": "^9.0.0", + "react-syntax-highlighter": "^15.5.0", + "reactflow": "^11.9.2", + "rehype-mathjax": "^5.0.0", + "rehype-raw": "^7.0.0", + "remark-gfm": "^4.0.0", + "remark-math": "^6.0.0", + "three": "^0.157.0" + }, + "devDependencies": { + "@types/react": "^18.2.23", + "@types/react-dom": 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Vite + React

+
+ +

+ Edit src/App.tsx and save to test HMR +

+
+

+ Click on the Vite and React logos to learn more +

+ + ) +} + +export default App diff --git a/optuna_dashboard_client/web/src/action.ts b/optuna_dashboard_client/web/src/action.ts new file mode 100644 index 000000000..41afdadba --- /dev/null +++ b/optuna_dashboard_client/web/src/action.ts @@ -0,0 +1,709 @@ +import { useRecoilState, useSetRecoilState } from "recoil" +import { useSnackbar } from "notistack" +import { + getStudyDetailAPI, + getStudySummariesAPI, + getParamImportances, + createNewStudyAPI, + deleteStudyAPI, + saveStudyNoteAPI, + saveTrialNoteAPI, + tellTrialAPI, + saveTrialUserAttrsAPI, + renameStudyAPI, + uploadArtifactAPI, + getMetaInfoAPI, + deleteArtifactAPI, + reportPreferenceAPI, + skipPreferentialTrialAPI, + removePreferentialHistoryAPI, + restorePreferentialHistoryAPI, + reportFeedbackComponentAPI, +} from "./apiClient" +import { + graphVisibilityState, + studyDetailsState, + studySummariesState, + paramImportanceState, + isFileUploading, + artifactIsAvailable, + reloadIntervalState, + trialsUpdatingState, +} from "./state" +import { getDominatedTrials } from "./dominatedTrials" + +const localStorageGraphVisibility = "graphVisibility" +const localStorageReloadInterval = "reloadInterval" + +type LocalStorageReloadInterval = { + reloadInterval?: number +} + +// eslint-disable-next-line @typescript-eslint/explicit-module-boundary-types +export const actionCreator = () => { + const { enqueueSnackbar } = useSnackbar() + const [studySummaries, setStudySummaries] = + useRecoilState(studySummariesState) + const [studyDetails, setStudyDetails] = + useRecoilState(studyDetailsState) + const [graphVisibility, setGraphVisibility] = + useRecoilState(graphVisibilityState) + const setReloadInterval = useSetRecoilState(reloadIntervalState) + const [paramImportance, setParamImportance] = + useRecoilState(paramImportanceState) + const setUploading = useSetRecoilState(isFileUploading) + const setTrialsUpdating = useSetRecoilState(trialsUpdatingState) + const setArtifactIsAvailable = useSetRecoilState(artifactIsAvailable) + + const setStudyDetailState = (studyId: number, study: StudyDetail) => { + setStudyDetails((prevVal) => { + const newVal = Object.assign({}, prevVal) + newVal[studyId] = study + return newVal + }) + } + + const setTrial = (studyId: number, trialIndex: number, trial: Trial) => { + const newTrials: Trial[] = [...studyDetails[studyId].trials] + newTrials[trialIndex] = trial + const newStudy: StudyDetail = Object.assign({}, studyDetails[studyId]) + newStudy.trials = newTrials + setStudyDetailState(studyId, newStudy) + } + const setTrialUpdating = (trialId: number, updating: boolean) => { + setTrialsUpdating((prev) => { + const newVal = Object.assign({}, prev) + newVal[trialId] = updating + return newVal + }) + } + + const setTrialNote = (studyId: number, index: number, note: Note) => { + const newTrial: Trial = Object.assign( + {}, + studyDetails[studyId].trials[index] + ) + newTrial.note = note + setTrial(studyId, index, newTrial) + } + + const setTrialArtifacts = ( + studyId: number, + trialIndex: number, + artifacts: Artifact[] + ) => { + const newTrial: Trial = Object.assign( + {}, + studyDetails[studyId].trials[trialIndex] + ) + newTrial.artifacts = artifacts + setTrial(studyId, trialIndex, newTrial) + } + + const deleteTrialArtifact = ( + studyId: number, + trialId: number, + artifact_id: string + ) => { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + return + } + const artifacts = studyDetails[studyId].trials[index].artifacts + const artifactIndex = artifacts.findIndex( + (a) => a.artifact_id === artifact_id + ) + const newArtifacts = [ + ...artifacts.slice(0, artifactIndex), + ...artifacts.slice(artifactIndex + 1, artifacts.length), + ] + setTrialArtifacts(studyId, index, newArtifacts) + } + + const setTrialStateValues = ( + studyId: number, + index: number, + state: TrialState, + values?: TrialValueNumber[] + ) => { + const newTrial: Trial = Object.assign( + {}, + studyDetails[studyId].trials[index] + ) + newTrial.state = state + newTrial.values = values + const newTrials: Trial[] = [...studyDetails[studyId].trials] + newTrials[index] = newTrial + const newStudy: StudyDetail = Object.assign({}, studyDetails[studyId]) + newStudy.trials = newTrials + + // Update Best Trials + if (state === "Complete" && newStudy.directions.length === 1) { + // Single objective optimization + const bestValue = newStudy.best_trials.at(0)?.values?.at(0) + const currentValue = values?.at(0) + if (newStudy.best_trials.length === 0) { + newStudy.best_trials = [newTrial] + } else if (bestValue !== undefined && currentValue !== undefined) { + if (newStudy.directions[0] === "minimize" && currentValue < bestValue) { + newStudy.best_trials = [newTrial] + } else if ( + newStudy.directions[0] === "maximize" && + currentValue > bestValue + ) { + newStudy.best_trials = [newTrial] + } else if (currentValue == bestValue) { + newStudy.best_trials = [...newStudy.best_trials, newTrial] + } + } + } else if (state === "Complete") { + // Multi objective optimization + newStudy.best_trials = getDominatedTrials( + newStudy.trials, + newStudy.directions + ) + } + + setStudyDetailState(studyId, newStudy) + } + + const setTrialUserAttrs = ( + studyId: number, + index: number, + user_attrs: { [key: string]: number | string } + ) => { + const newTrial: Trial = Object.assign( + {}, + studyDetails[studyId].trials[index] + ) + newTrial.user_attrs = Object.keys(user_attrs).map((key) => ({ + key: key, + value: user_attrs[key].toString(), + })) + const newTrials: Trial[] = [...studyDetails[studyId].trials] + newTrials[index] = newTrial + const newStudy: StudyDetail = Object.assign({}, studyDetails[studyId]) + newStudy.trials = newTrials + setStudyDetailState(studyId, newStudy) + } + + const setStudyParamImportanceState = ( + studyId: number, + importance: ParamImportance[][] + ) => { + const newVal = Object.assign({}, paramImportance) + newVal[studyId] = importance + setParamImportance(newVal) + } + + const updateAPIMeta = () => { + getMetaInfoAPI().then((r) => { + setArtifactIsAvailable(r.artifact_is_available) + }) + } + + const updateStudySummaries = (successMsg?: string) => { + getStudySummariesAPI() + .then((studySummaries: StudySummary[]) => { + setStudySummaries(studySummaries) + + if (successMsg) { + enqueueSnackbar(successMsg, { variant: "success" }) + } + }) + .catch((err) => { + enqueueSnackbar(`Failed to fetch study list.`, { + variant: "error", + }) + console.log(err) + }) + } + + const updateStudyDetail = (studyId: number) => { + let nLocalFixedTrials = 0 + if (studyId in studyDetails) { + const currentTrials = studyDetails[studyId].trials + const firstUpdatable = currentTrials.findIndex((trial) => + ["Running", "Waiting"].includes(trial.state) + ) + nLocalFixedTrials = + firstUpdatable === -1 ? currentTrials.length : firstUpdatable + } + getStudyDetailAPI(studyId, nLocalFixedTrials) + .then((study) => { + const currentFixedTrials = + studyId in studyDetails + ? studyDetails[studyId].trials.slice(0, nLocalFixedTrials) + : [] + study.trials = currentFixedTrials.concat(study.trials) + setStudyDetailState(studyId, study) + }) + .catch((err) => { + const reason = err.response?.data.reason + if (reason !== undefined) { + enqueueSnackbar(`Failed to fetch study (reason=${reason})`, { + variant: "error", + }) + } + console.log(err) + }) + } + + const updateParamImportance = (studyId: number) => { + getParamImportances(studyId) + .then((importance) => { + setStudyParamImportanceState(studyId, importance) + }) + .catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar( + `Failed to load hyperparameter importance (reason=${reason})`, + { + variant: "error", + } + ) + }) + } + + const createNewStudy = (studyName: string, directions: StudyDirection[]) => { + createNewStudyAPI(studyName, directions) + .then((study_summary) => { + const newVal = [...studySummaries, study_summary] + setStudySummaries(newVal) + enqueueSnackbar(`Success to create a study (study_name=${studyName})`, { + variant: "success", + }) + }) + .catch((err) => { + enqueueSnackbar(`Failed to create a study (study_name=${studyName})`, { + variant: "error", + }) + console.log(err) + }) + } + + const deleteStudy = (studyId: number) => { + deleteStudyAPI(studyId) + .then(() => { + setStudySummaries(studySummaries.filter((s) => s.study_id !== studyId)) + enqueueSnackbar(`Success to delete a study (id=${studyId})`, { + variant: "success", + }) + }) + .catch((err) => { + enqueueSnackbar(`Failed to delete study (id=${studyId})`, { + variant: "error", + }) + console.log(err) + }) + } + + const renameStudy = (studyId: number, studyName: string) => { + renameStudyAPI(studyId, studyName) + .then((study) => { + const newStudySummaries = [ + ...studySummaries.filter((s) => s.study_id !== studyId), + study, + ] + setStudySummaries(newStudySummaries) + enqueueSnackbar(`Success to delete a study (id=${studyId})`, { + variant: "success", + }) + }) + .catch((err) => { + enqueueSnackbar(`Failed to rename study (id=${studyId})`, { + variant: "error", + }) + console.log(err) + }) + } + + const getGraphVisibility = () => { + const localStoragePreferences = localStorage.getItem( + localStorageGraphVisibility + ) + if (localStoragePreferences !== null) { + const merged = { + ...graphVisibility, + ...JSON.parse(localStoragePreferences), + } + setGraphVisibility(merged) + } + } + + const saveGraphVisibility = (value: GraphVisibility) => { + setGraphVisibility(value) + localStorage.setItem(localStorageGraphVisibility, JSON.stringify(value)) + } + + const loadReloadInterval = () => { + const reloadIntervalJSON = localStorage.getItem(localStorageReloadInterval) + if (reloadIntervalJSON === null) { + return + } + const gp = JSON.parse(reloadIntervalJSON) as LocalStorageReloadInterval + if (gp.reloadInterval !== undefined) { + setReloadInterval(gp.reloadInterval) + } + } + + const saveReloadInterval = (interval: number) => { + setReloadInterval(interval) + const value: LocalStorageReloadInterval = { + reloadInterval: interval, + } + localStorage.setItem(localStorageReloadInterval, JSON.stringify(value)) + } + + const saveStudyNote = (studyId: number, note: Note): Promise => { + return saveStudyNoteAPI(studyId, note) + .then(() => { + const newStudy = Object.assign({}, studyDetails[studyId]) + newStudy.note = note + setStudyDetailState(studyId, newStudy) + enqueueSnackbar(`Success to save the note`, { + variant: "success", + }) + }) + .catch((err) => { + if (err.response.status === 409) { + const newStudy = Object.assign({}, studyDetails[studyId]) + newStudy.note = err.response.data.note + setStudyDetailState(studyId, newStudy) + } + const reason = err.response?.data.reason + if (reason !== undefined) { + enqueueSnackbar(`Failed: ${reason}`, { + variant: "error", + }) + } + throw err + }) + } + + const saveTrialNote = ( + studyId: number, + trialId: number, + note: Note + ): Promise => { + return saveTrialNoteAPI(studyId, trialId, note) + .then(() => { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + enqueueSnackbar(`Unexpected error happens. Please reload the page.`, { + variant: "error", + }) + return + } + setTrialNote(studyId, index, note) + enqueueSnackbar(`Success to save the note`, { + variant: "success", + }) + }) + .catch((err) => { + if (err.response.status === 409) { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + enqueueSnackbar( + `Unexpected error happens. Please reload the page.`, + { + variant: "error", + } + ) + return + } + setTrialNote(studyId, index, err.response.data.note) + } + const reason = err.response?.data.reason + if (reason !== undefined) { + enqueueSnackbar(`Failed: ${reason}`, { + variant: "error", + }) + } + throw err + }) + } + + const uploadArtifact = ( + studyId: number, + trialId: number, + file: File + ): void => { + const reader = new FileReader() + setUploading(true) + reader.readAsDataURL(file) + reader.onload = (upload: ProgressEvent) => { + uploadArtifactAPI( + studyId, + trialId, + file.name, + upload.target?.result as string + ) + .then((res) => { + setUploading(false) + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + return + } + setTrialArtifacts(studyId, index, res.artifacts) + }) + .catch((err) => { + setUploading(false) + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to upload ${reason}`, { variant: "error" }) + }) + } + reader.onerror = (error) => { + enqueueSnackbar(`Failed to read the file ${error}`, { variant: "error" }) + console.log(error) + } + } + + const deleteArtifact = ( + studyId: number, + trialId: number, + artifactId: string + ): void => { + deleteArtifactAPI(studyId, trialId, artifactId) + .then(() => { + deleteTrialArtifact(studyId, trialId, artifactId) + enqueueSnackbar(`Success to delete an artifact.`, { + variant: "success", + }) + }) + .catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to delete ${reason}.`, { + variant: "error", + }) + }) + } + + const makeTrialFail = (studyId: number, trialId: number): void => { + const message = `id=${trialId}, state=Fail` + setTrialUpdating(trialId, true) + tellTrialAPI(trialId, "Fail") + .then(() => { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + enqueueSnackbar(`Unexpected error happens. Please reload the page.`, { + variant: "error", + }) + return + } + setTrialStateValues(studyId, index, "Fail") + enqueueSnackbar(`Successfully updated trial (${message})`, { + variant: "success", + }) + }) + .catch((err) => { + setTrialUpdating(trialId, false) + const reason = err.response?.data.reason + enqueueSnackbar( + `Failed to update trial (${message}). Reason: ${reason}`, + { + variant: "error", + } + ) + console.log(err) + }) + } + + const makeTrialComplete = ( + studyId: number, + trialId: number, + values: number[] + ): void => { + const message = `id=${trialId}, state=Complete, values=${values}` + setTrialUpdating(trialId, true) + tellTrialAPI(trialId, "Complete", values) + .then(() => { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + enqueueSnackbar(`Unexpected error happens. Please reload the page.`, { + variant: "error", + }) + return + } + setTrialStateValues(studyId, index, "Complete", values) + }) + .catch((err) => { + setTrialUpdating(trialId, false) + const reason = err.response?.data.reason + enqueueSnackbar( + `Failed to update trial (${message}). Reason: ${reason}`, + { + variant: "error", + } + ) + console.log(err) + }) + } + + const saveTrialUserAttrs = ( + studyId: number, + trialId: number, + user_attrs: { [key: string]: string | number } + ): void => { + const message = `id=${trialId}, user_attrs=${JSON.stringify(user_attrs)}` + setTrialUpdating(trialId, true) + saveTrialUserAttrsAPI(trialId, user_attrs) + .then(() => { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + enqueueSnackbar(`Unexpected error happens. Please reload the page.`, { + variant: "error", + }) + return + } + setTrialUserAttrs(studyId, index, user_attrs) + enqueueSnackbar(`Successfully updated trial (${message})`, { + variant: "success", + }) + }) + .catch((err) => { + setTrialUpdating(trialId, false) + const reason = err.response?.data.reason + enqueueSnackbar( + `Failed to update trial (${message}). Reason: ${reason}`, + { + variant: "error", + } + ) + console.log(err) + }) + } + + const updatePreference = ( + studyId: number, + candidates: number[], + clicked: number + ) => { + reportPreferenceAPI(studyId, candidates, clicked).catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to report preference. Reason: ${reason}`, { + variant: "error", + }) + console.log(err) + }) + } + + const skipPreferentialTrial = (studyId: number, trialId: number) => { + skipPreferentialTrialAPI(studyId, trialId).catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to skip trial. Reason: ${reason}`, { + variant: "error", + }) + console.log(err) + }) + } + const updateFeedbackComponent = ( + studyId: number, + compoennt_type: FeedbackComponentType + ) => { + reportFeedbackComponentAPI(studyId, compoennt_type) + .then(() => { + const newStudy = Object.assign({}, studyDetails[studyId]) + newStudy.feedback_component_type = compoennt_type + setStudyDetailState(studyId, newStudy) + }) + .catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar( + `Failed to report feedback component. Reason: ${reason}`, + { + variant: "error", + } + ) + console.log(err) + }) + } + + const removePreferentialHistory = (studyId: number, historyId: string) => { + removePreferentialHistoryAPI(studyId, historyId) + .then(() => { + const newStudy = Object.assign({}, studyDetails[studyId]) + newStudy.preference_history = newStudy.preference_history?.map((h) => + h.id === historyId ? { ...h, is_removed: true } : h + ) + const removed = newStudy.preference_history + ?.filter((h) => h.id === historyId) + .pop()?.preferences + newStudy.preferences = newStudy.preferences?.filter( + (p) => !removed?.some((r) => r[0] === p[0] && r[1] === p[1]) + ) + setStudyDetailState(studyId, newStudy) + }) + .catch((err) => { + const reason = err.response?.data.reason + + enqueueSnackbar(`Failed to switch history. Reason: ${reason}`, { + variant: "error", + }) + console.log(err) + }) + } + const restorePreferentialHistory = (studyId: number, historyId: string) => { + restorePreferentialHistoryAPI(studyId, historyId) + .then(() => { + const newStudy = Object.assign({}, studyDetails[studyId]) + newStudy.preference_history = newStudy.preference_history?.map((h) => + h.id === historyId ? { ...h, is_removed: false } : h + ) + const restored = newStudy.preference_history + ?.filter((h) => h.id === historyId) + .pop()?.preferences + newStudy.preferences = newStudy.preferences?.concat(restored ?? []) + setStudyDetailState(studyId, newStudy) + }) + .catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to switch history. Reason: ${reason}`, { + variant: "error", + }) + console.log(err) + }) + } + + return { + updateAPIMeta, + updateStudyDetail, + updateStudySummaries, + updateParamImportance, + createNewStudy, + deleteStudy, + renameStudy, + getGraphVisibility, + saveGraphVisibility, + loadReloadInterval, + saveReloadInterval, + saveStudyNote, + saveTrialNote, + uploadArtifact, + deleteArtifact, + makeTrialComplete, + makeTrialFail, + saveTrialUserAttrs, + updatePreference, + skipPreferentialTrial, + removePreferentialHistory, + restorePreferentialHistory, + updateFeedbackComponent, + } +} + +export type Action = ReturnType diff --git a/optuna_dashboard_client/web/src/apiClient.ts b/optuna_dashboard_client/web/src/apiClient.ts new file mode 100644 index 000000000..ccc11892f --- /dev/null +++ b/optuna_dashboard_client/web/src/apiClient.ts @@ -0,0 +1,373 @@ +import axios from "axios"; + +const axiosInstance = axios.create({ baseURL: import.meta.env.VITE_API_ENDPOINT }); + +type APIMeta = { + artifact_is_available: boolean; +}; + +export const getMetaInfoAPI = (): Promise => { + return axiosInstance.get(`/api/meta`).then((res) => res.data); +}; + +interface TrialResponse { + trial_id: number; + study_id: number; + number: number; + state: TrialState; + values?: TrialValueNumber[]; + intermediate_values: TrialIntermediateValue[]; + datetime_start?: string; + datetime_complete?: string; + params: TrialParam[]; + fixed_params: { + name: string; + param_external_value: string; + }[]; + user_attrs: Attribute[]; + note: Note; + artifacts: Artifact[]; + constraints: number[]; +} + +const convertTrialResponse = (res: TrialResponse): Trial => { + return { + trial_id: res.trial_id, + study_id: res.study_id, + number: res.number, + state: res.state, + values: res.values, + intermediate_values: res.intermediate_values, + datetime_start: res.datetime_start ? new Date(res.datetime_start) : undefined, + datetime_complete: res.datetime_complete ? new Date(res.datetime_complete) : undefined, + params: res.params, + fixed_params: res.fixed_params, + user_attrs: res.user_attrs, + note: res.note, + artifacts: res.artifacts, + constraints: res.constraints, + }; +}; + +interface PreferenceHistoryResponse { + history: { + id: string; + candidates: number[]; + clicked: number; + mode: PreferenceFeedbackMode; + timestamp: string; + preferences: [number, number][]; + }; + is_removed: boolean; +} + +const convertPreferenceHistory = (res: PreferenceHistoryResponse): PreferenceHistory => { + return { + id: res.history.id, + candidates: res.history.candidates, + clicked: res.history.clicked, + feedback_mode: res.history.mode, + timestamp: new Date(res.history.timestamp), + preferences: res.history.preferences, + is_removed: res.is_removed, + }; +}; + +interface StudyDetailResponse { + name: string; + datetime_start: string; + directions: StudyDirection[]; + user_attrs: Attribute[]; + trials: TrialResponse[]; + best_trials: TrialResponse[]; + intersection_search_space: SearchSpaceItem[]; + union_search_space: SearchSpaceItem[]; + union_user_attrs: AttributeSpec[]; + has_intermediate_values: boolean; + note: Note; + is_preferential: boolean; + objective_names?: string[]; + form_widgets?: FormWidgets; + preferences?: [number, number][]; + preference_history?: PreferenceHistoryResponse[]; + plotly_graph_objects: PlotlyGraphObject[]; + artifacts: Artifact[]; + feedback_component_type: FeedbackComponentType; + skipped_trial_numbers?: number[]; +} + +export const getStudyDetailAPI = (studyId: number, nLocalTrials: number): Promise => { + return axiosInstance + .get(`/api/studies/${studyId}`, { + params: { + after: nLocalTrials, + }, + }) + .then((res) => { + const trials = res.data.trials.map((trial): Trial => { + return convertTrialResponse(trial); + }); + const best_trials = res.data.best_trials.map((trial): Trial => { + return convertTrialResponse(trial); + }); + return { + id: studyId, + name: res.data.name, + datetime_start: new Date(res.data.datetime_start), + directions: res.data.directions, + user_attrs: res.data.user_attrs, + trials: trials, + best_trials: best_trials, + union_search_space: res.data.union_search_space, + intersection_search_space: res.data.intersection_search_space, + union_user_attrs: res.data.union_user_attrs, + has_intermediate_values: res.data.has_intermediate_values, + note: res.data.note, + objective_names: res.data.objective_names, + form_widgets: res.data.form_widgets, + is_preferential: res.data.is_preferential, + feedback_component_type: res.data.feedback_component_type, + preferences: res.data.preferences, + preference_history: res.data.preference_history?.map(convertPreferenceHistory), + plotly_graph_objects: res.data.plotly_graph_objects, + artifacts: res.data.artifacts, + skipped_trial_numbers: res.data.skipped_trial_numbers ?? [], + }; + }); +}; + +interface StudySummariesResponse { + study_summaries: { + study_id: number; + study_name: string; + directions: StudyDirection[]; + user_attrs: Attribute[]; + is_preferential: boolean; + datetime_start?: string; + }[]; +} + +export const getStudySummariesAPI = (): Promise => { + return axiosInstance.get(`/api/studies`, {}).then((res) => { + return res.data.study_summaries.map((study): StudySummary => { + return { + study_id: study.study_id, + study_name: study.study_name, + directions: study.directions, + user_attrs: study.user_attrs, + is_preferential: study.is_preferential, + datetime_start: study.datetime_start ? new Date(study.datetime_start) : undefined, + }; + }); + }); +}; + +interface CreateNewStudyResponse { + study_summary: { + study_id: number; + study_name: string; + directions: StudyDirection[]; + user_attrs: Attribute[]; + is_preferential: boolean; + datetime_start?: string; + }; +} + +export const createNewStudyAPI = ( + studyName: string, + directions: StudyDirection[] +): Promise => { + return axiosInstance + .post(`/api/studies`, { + study_name: studyName, + directions, + }) + .then((res) => { + const study_summary = res.data.study_summary; + return { + study_id: study_summary.study_id, + study_name: study_summary.study_name, + directions: study_summary.directions, + // best_trial: undefined, + user_attrs: study_summary.user_attrs, + is_preferential: study_summary.is_preferential, + datetime_start: study_summary.datetime_start + ? new Date(study_summary.datetime_start) + : undefined, + }; + }); +}; + +export const deleteStudyAPI = (studyId: number): Promise => { + return axiosInstance.delete(`/api/studies/${studyId}`).then(() => { + return; + }); +}; + +type RenameStudyResponse = { + study_id: number; + study_name: string; + directions: StudyDirection[]; + user_attrs: Attribute[]; + is_prefential: boolean; + datetime_start?: string; +}; + +export const renameStudyAPI = (studyId: number, studyName: string): Promise => { + return axiosInstance + .post(`/api/studies/${studyId}/rename`, { + study_name: studyName, + }) + .then((res) => { + return { + study_id: res.data.study_id, + study_name: res.data.study_name, + directions: res.data.directions, + user_attrs: res.data.user_attrs, + is_preferential: res.data.is_prefential, + datetime_start: res.data.datetime_start ? new Date(res.data.datetime_start) : undefined, + }; + }); +}; + +export const saveStudyNoteAPI = ( + studyId: number, + note: { version: number; body: string } +): Promise => { + return axiosInstance.put(`/api/studies/${studyId}/note`, note).then(() => { + return; + }); +}; + +export const saveTrialNoteAPI = ( + studyId: number, + trialId: number, + note: { version: number; body: string } +): Promise => { + return axiosInstance.put(`/api/studies/${studyId}/${trialId}/note`, note).then(() => { + return; + }); +}; + +type UploadArtifactAPIResponse = { + artifact_id: string; + artifacts: Artifact[]; +}; + +export const uploadArtifactAPI = ( + studyId: number, + trialId: number, + fileName: string, + dataUrl: string +): Promise => { + return axiosInstance + .post(`/api/artifacts/${studyId}/${trialId}`, { + file: dataUrl, + filename: fileName, + }) + .then((res) => { + return res.data; + }); +}; + +export const deleteArtifactAPI = ( + studyId: number, + trialId: number, + artifactId: string +): Promise => { + return axiosInstance + .delete(`/api/artifacts/${studyId}/${trialId}/${artifactId}`) + .then(() => { + return; + }); +}; + +export const tellTrialAPI = ( + trialId: number, + state: TrialStateFinished, + values?: number[] +): Promise => { + const req: { state: TrialState; values?: number[] } = { + state: state, + values: values, + }; + + return axiosInstance.post(`/api/trials/${trialId}/tell`, req).then(() => { + return; + }); +}; + +export const saveTrialUserAttrsAPI = ( + trialId: number, + user_attrs: { [key: string]: number | string } +): Promise => { + const req = { user_attrs: user_attrs }; + + return axiosInstance.post(`/api/trials/${trialId}/user-attrs`, req).then(() => { + return; + }); +}; + +interface ParamImportancesResponse { + param_importances: ParamImportance[][]; +} + +export const getParamImportances = (studyId: number): Promise => { + return axiosInstance + .get(`/api/studies/${studyId}/param_importances`) + .then((res) => { + return res.data.param_importances; + }); +}; + +export const reportPreferenceAPI = ( + studyId: number, + candidates: number[], + clicked: number +): Promise => { + return axiosInstance + .post(`/api/studies/${studyId}/preference`, { + candidates: candidates, + clicked: clicked, + mode: "ChooseWorst", + }) + .then(() => { + return; + }); +}; + +export const skipPreferentialTrialAPI = (studyId: number, trialId: number): Promise => { + return axiosInstance.post(`/api/studies/${studyId}/${trialId}/skip`).then(() => { + return; + }); +}; + +export const removePreferentialHistoryAPI = ( + studyId: number, + historyUuid: string +): Promise => { + return axiosInstance + .delete(`/api/studies/${studyId}/preference/${historyUuid}`) + .then(() => { + return; + }); +}; +export const restorePreferentialHistoryAPI = ( + studyId: number, + historyUuid: string +): Promise => { + return axiosInstance.post(`/api/studies/${studyId}/preference/${historyUuid}`).then(() => { + return; + }); +}; + +export const reportFeedbackComponentAPI = ( + studyId: number, + component_type: FeedbackComponentType +): Promise => { + return axiosInstance + .put(`/api/studies/${studyId}/preference_feedback_component`, component_type) + .then(() => { + return; + }); +}; diff --git a/optuna_dashboard_client/web/src/assets/react.svg b/optuna_dashboard_client/web/src/assets/react.svg new file mode 100644 index 000000000..6c87de9bb --- /dev/null +++ b/optuna_dashboard_client/web/src/assets/react.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/optuna_dashboard_client/web/src/components/App.tsx b/optuna_dashboard_client/web/src/components/App.tsx new file mode 100644 index 000000000..85831d0ea --- /dev/null +++ b/optuna_dashboard_client/web/src/components/App.tsx @@ -0,0 +1,93 @@ +import React, { FC, useMemo, useState, useEffect } from "react"; +import { RecoilRoot } from "recoil"; +import { BrowserRouter as Router, Routes, Route } from "react-router-dom"; +import { SnackbarProvider } from "notistack"; +import blue from "@mui/material/colors/blue"; +import pink from "@mui/material/colors/pink"; +import { createTheme, useMediaQuery, ThemeProvider, Box, CssBaseline } from "@mui/material"; + +import { CompareStudies } from "./CompareStudies"; +import { StudyDetail } from "./StudyDetail"; +import { StudyList } from "./StudyList"; + +export const App: FC = () => { + const prefersDarkMode = useMediaQuery("(prefers-color-scheme: dark)"); + const [colorMode, setColorMode] = useState<"light" | "dark">("light"); + useEffect(() => { + setColorMode(prefersDarkMode ? "dark" : "light"); + }, [prefersDarkMode]); + const theme = useMemo( + () => + createTheme({ + palette: { + mode: colorMode, + primary: blue, + secondary: pink, + }, + }), + [colorMode] + ); + const toggleColorMode = () => { + setColorMode(colorMode === "dark" ? "light" : "dark"); + }; + + return ( + + + + + + + + } + /> + } + /> + } + /> + } + /> + } + /> + } + /> + + } + /> + } + /> + } + /> + + + + + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/AppDrawer.tsx b/optuna_dashboard_client/web/src/components/AppDrawer.tsx new file mode 100644 index 000000000..ec911b109 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/AppDrawer.tsx @@ -0,0 +1,359 @@ +import Divider from "@mui/material/Divider"; +import IconButton from "@mui/material/IconButton"; +import ChevronLeftIcon from "@mui/icons-material/ChevronLeft"; +import ChevronRightIcon from "@mui/icons-material/ChevronRight"; +import ListItem from "@mui/material/ListItem"; +import ListItemButton from "@mui/material/ListItemButton"; +import ListItemIcon from "@mui/material/ListItemIcon"; +import ListItemText from "@mui/material/ListItemText"; +import { drawerOpenState, reloadIntervalState, useStudyIsPreferencial } from "../state"; +import { Link } from "react-router-dom"; +import AutoGraphIcon from "@mui/icons-material/AutoGraph"; +import ViewListIcon from "@mui/icons-material/ViewList"; +import SyncIcon from "@mui/icons-material/Sync"; +import SyncDisabledIcon from "@mui/icons-material/SyncDisabled"; +import Brightness4Icon from "@mui/icons-material/Brightness4"; +import Brightness7Icon from "@mui/icons-material/Brightness7"; +import TableViewIcon from "@mui/icons-material/TableView"; +import RateReviewIcon from "@mui/icons-material/RateReview"; +import MenuIcon from "@mui/icons-material/Menu"; +import GitHubIcon from "@mui/icons-material/GitHub"; +import OpenInNewIcon from "@mui/icons-material/OpenInNew"; +import QueryStatsIcon from "@mui/icons-material/QueryStats"; +import ThumbUpAltIcon from "@mui/icons-material/ThumbUpAlt"; +import HistoryIcon from "@mui/icons-material/History"; +import LanIcon from "@mui/icons-material/Lan"; +import { Switch } from "@mui/material"; +import MuiAppBar from "@mui/material/AppBar"; +import type { AppBarProps as MuiAppBarProps } from "@mui/material/AppBar"; +import Box from "@mui/material/Box"; +import MuiDrawer from "@mui/material/Drawer"; +import List from "@mui/material/List"; +import { styled, useTheme } from "@mui/material/styles"; +import type { CSSObject, Theme } from "@mui/material/styles"; +import Toolbar from "@mui/material/Toolbar"; +import type React from "react"; +import type { FC } from "react"; +import { useRecoilState, useRecoilValue } from "recoil"; + +import { actionCreator } from "../action"; + +const drawerWidth = 240; + +export type PageId = + | "top" + | "analytics" + | "trialTable" + | "trialList" + | "note" + | "preferenceHistory" + | "graph"; + +const openedMixin = (theme: Theme): CSSObject => ({ + width: drawerWidth, + transition: theme.transitions.create("width", { + easing: theme.transitions.easing.sharp, + duration: theme.transitions.duration.enteringScreen, + }), + overflowX: "hidden", +}); + +const closedMixin = (theme: Theme): CSSObject => ({ + transition: theme.transitions.create("width", { + easing: theme.transitions.easing.sharp, + duration: theme.transitions.duration.leavingScreen, + }), + overflowX: "hidden", + width: `calc(${theme.spacing(7)} + 1px)`, + [theme.breakpoints.up("sm")]: { + width: `calc(${theme.spacing(8)} + 1px)`, + }, +}); + +const DrawerHeader = styled("div")(({ theme }) => ({ + display: "flex", + alignItems: "center", + justifyContent: "flex-end", + padding: theme.spacing(0, 1), + // necessary for content to be below app bar + ...theme.mixins.toolbar, +})); + +interface AppBarProps extends MuiAppBarProps { + open?: boolean; +} + +const AppBar = styled(MuiAppBar, { + shouldForwardProp: (prop) => prop !== "open", +})(({ theme, open }) => ({ + zIndex: theme.zIndex.drawer + 1, + transition: theme.transitions.create(["width", "margin"], { + easing: theme.transitions.easing.sharp, + duration: theme.transitions.duration.leavingScreen, + }), + ...(open && { + marginLeft: drawerWidth, + width: `calc(100% - ${drawerWidth}px)`, + transition: theme.transitions.create(["width", "margin"], { + easing: theme.transitions.easing.sharp, + duration: theme.transitions.duration.enteringScreen, + }), + }), +})); + +const Drawer = styled(MuiDrawer, { + shouldForwardProp: (prop) => prop !== "open", +})(({ theme, open }) => ({ + width: drawerWidth, + flexShrink: 0, + whiteSpace: "nowrap", + boxSizing: "border-box", + ...(open && { + ...openedMixin(theme), + "& .MuiDrawer-paper": openedMixin(theme), + }), + ...(!open && { + ...closedMixin(theme), + "& .MuiDrawer-paper": closedMixin(theme), + }), +})); + +export const AppDrawer: FC<{ + studyId?: number; + toggleColorMode: () => void; + page?: PageId; + toolbar: React.ReactNode; + children?: React.ReactNode; +}> = ({ studyId, toggleColorMode, page, toolbar, children }) => { + const theme = useTheme(); + const action = actionCreator(); + const [open, setOpen] = useRecoilState(drawerOpenState); + const reloadInterval = useRecoilValue(reloadIntervalState); + const isPreferential = studyId !== undefined ? useStudyIsPreferencial(studyId) : null; + + const styleListItem = { + display: "block", + }; + const styleListItemButton = { + minHeight: 48, + justifyContent: open ? "initial" : "center", + px: 2.5, + }; + const styleListItemIcon = { + minWidth: 0, + mr: open ? 3 : "auto", + justifyContent: "center", + }; + const styleListItemText = { + opacity: open ? 1 : 0, + }; + const styleSwitch = { + display: open ? "inherit" : "none", + }; + + const handleDrawerOpen = () => { + setOpen(true); + }; + + const handleDrawerClose = () => { + setOpen(false); + }; + + return ( + + + + + + + {toolbar} + + + + + + {theme.direction === "rtl" ? : } + + + + {studyId !== undefined && page && ( + + + + + {isPreferential ? : } + + + + + {isPreferential && ( + + + + + + + + + )} + + + + + + + + + {isPreferential && ( + + + + + + + + + )} + + + + + + + + + + + + + + + + + + + + + + + + + + )} + + + + {studyId !== undefined && ( + + { + action.saveReloadInterval(reloadInterval === -1 ? 10 : -1); + }} + > + + {reloadInterval === -1 ? : } + + + + + + )} + + { + toggleColorMode(); + }} + > + + {theme.palette.mode === "dark" ? : } + + + + + + + + + + + + + + + + + + + + {children || null} + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/ArtifactCardMedia.tsx b/optuna_dashboard_client/web/src/components/ArtifactCardMedia.tsx new file mode 100644 index 000000000..ebbbd7510 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/ArtifactCardMedia.tsx @@ -0,0 +1,44 @@ +import React, { FC } from "react" +import { + ThreejsArtifactViewer, + isThreejsArtifact, +} from "./ThreejsArtifactViewer" +import InsertDriveFileIcon from "@mui/icons-material/InsertDriveFile" +import { CardMedia } from "@mui/material" + +export const ArtifactCardMedia: FC<{ + artifact: Artifact + urlPath: string + height: string +}> = ({ artifact, urlPath, height }) => { + if (isThreejsArtifact(artifact)) { + return ( + + ) + } else if (artifact.mimetype.startsWith("audio")) { + return ( + + ) + } else if (artifact.mimetype.startsWith("image")) { + return ( + + ) + } + return +} diff --git a/optuna_dashboard_client/web/src/components/BestTrialsCard.tsx b/optuna_dashboard_client/web/src/components/BestTrialsCard.tsx new file mode 100644 index 000000000..387fe8f4d --- /dev/null +++ b/optuna_dashboard_client/web/src/components/BestTrialsCard.tsx @@ -0,0 +1,125 @@ +import React, { FC, ReactNode, useMemo } from "react"; +import { + Box, + Button, + Card, + CardContent, + Divider, + List, + ListItem, + ListItemButton, + ListItemText, + Typography, + useTheme, +} from "@mui/material"; +import { Link } from "react-router-dom"; +import LinkIcon from "@mui/icons-material/Link"; + +const useBestTrials = (studyDetail: StudyDetail | null): Trial[] => { + return useMemo(() => studyDetail?.best_trials || [], [studyDetail]); +}; + +export const BestTrialsCard: FC<{ + studyDetail: StudyDetail | null; +}> = ({ studyDetail }) => { + const theme = useTheme(); + const bestTrials = useBestTrials(studyDetail); + + let header = "Best Trials"; + let content: ReactNode = null; + if (bestTrials.length === 1) { + const bestTrial = bestTrials[0]; + header = `Best Trial (number=${bestTrial.number})`; + content = ( + <> + {!studyDetail?.is_preferential && + (bestTrial.values === undefined || bestTrial.values.length === 1 ? ( + + {bestTrial.values} + + ) : ( + Objective Values = [{bestTrial.values?.join(", ")}] + ))} + + Params = [{bestTrial.params.map((p) => `${p.name}: ${p.param_external_value}`).join(", ")} + ] + + + + ); + } else if (bestTrials.length > 1) { + content = ( + <> + + + + {bestTrials.map((trial) => ( + + + Trial {trial.number}} + /> + {studyDetail?.is_preferential ? null : ( + Objective Values = [{trial.values?.join(", ")}] + )} + + Params = [ + {trial.params.map((p) => `${p.name}: ${p.param_external_value}`).join(", ")}] + + + + ))} + + + + ); + } + return ( + + + + {header} + + {content} + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/CompareStudies.tsx b/optuna_dashboard_client/web/src/components/CompareStudies.tsx new file mode 100644 index 000000000..04d8a8ce5 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/CompareStudies.tsx @@ -0,0 +1,312 @@ +import React, { FC, useEffect, useMemo, useState } from "react"; +import { useRecoilValue } from "recoil"; +import { useSnackbar } from "notistack"; +import { Link } from "react-router-dom"; +import { + Card, + CardContent, + FormControl, + Switch, + Typography, + Box, + useTheme, + IconButton, +} from "@mui/material"; +import Grid2 from "@mui/material/Unstable_Grid2"; +import ChevronRightIcon from "@mui/icons-material/ChevronRight"; +import Chip from "@mui/material/Chip"; +import FormControlLabel from "@mui/material/FormControlLabel"; +import Divider from "@mui/material/Divider"; +import List from "@mui/material/List"; +import ListItem from "@mui/material/ListItem"; +import ListItemButton from "@mui/material/ListItemButton"; +import ListItemText from "@mui/material/ListItemText"; +import ListSubheader from "@mui/material/ListSubheader"; +import HomeIcon from "@mui/icons-material/Home"; + +import { actionCreator } from "../action"; +import { studySummariesState, studyDetailsState } from "../state"; +import { AppDrawer } from "./AppDrawer"; +import { GraphEdf } from "./GraphEdf"; +import { GraphHistory } from "./GraphHistory"; +import { useNavigate, useLocation } from "react-router-dom"; + +const useQuery = (): URLSearchParams => { + const { search } = useLocation(); + return useMemo(() => new URLSearchParams(search), [search]); +}; + +const useQueriedStudies = (studies: StudySummary[], query: URLSearchParams): StudySummary[] => { + return useMemo(() => { + const queried = query.get("ids"); + if (queried === null) { + return []; + } + const ids = queried + .split(",") + .map((s) => parseInt(s)) + .filter((n) => !isNaN(n)); + return studies.filter((t) => ids.findIndex((n) => n === t.study_id) !== -1); + }, [studies, query]); +}; + +const getStudyListLink = (ids: number[]): string => { + const base = import.meta.env.VITE_URL_PREFIX + "/compare-studies"; + if (ids.length > 0) { + return base + "?ids=" + ids.map((n) => n.toString()).join(","); + } + return base; +}; + +const isEqualDirections = (array1: StudyDirection[], array2: StudyDirection[]): boolean => { + let i = array1.length; + if (i !== array2.length) return false; + + while (i--) { + if (array1[i] !== array2[i]) return false; + } + return true; +}; + +export const CompareStudies: FC<{ + toggleColorMode: () => void; +}> = ({ toggleColorMode }) => { + const { enqueueSnackbar } = useSnackbar(); + const theme = useTheme(); + const query = useQuery(); + const navigate = useNavigate(); + + const action = actionCreator(); + const studies = useRecoilValue(studySummariesState); + const queried = useQueriedStudies(studies, query); + const selected = useMemo(() => { + return queried.length > 0 ? queried : studies.length > 0 ? [studies[0]] : []; + }, [studies, query]); + + const studyListWidth = 200; + const title = "Compare Studies (Experimental)"; + + useEffect(() => { + action.updateStudySummaries(); + }, []); + + const toolbar = ( + <> + + + + + + {title} + + + ); + + return ( + + + + + + + + Compare studies with Shift+Click + + + + + {studies.map((study) => { + return ( + + { + if (e.shiftKey) { + let next: number[]; + const selectedIds = selected.map((s) => s.study_id); + const alreadySelected = + selectedIds.findIndex((n) => n === study.study_id) >= 0; + if (alreadySelected) { + next = selectedIds.filter((n) => n !== study.study_id); + } else { + if ( + selected.length > 0 && + selected[0].directions.length !== study.directions.length + ) { + enqueueSnackbar( + "You can only compare studies that has the same number of objectives.", + { + variant: "info", + } + ); + next = selectedIds; + } else if ( + selected.length > 0 && + !isEqualDirections(selected[0].directions, study.directions) + ) { + enqueueSnackbar( + "You can only compare studies that has the same directions.", + { + variant: "info", + } + ); + next = selectedIds; + } else { + next = [...selectedIds, study.study_id]; + } + } + navigate(getStudyListLink(next)); + } else { + navigate(getStudyListLink([study.study_id])); + } + }} + selected={selected.findIndex((s) => s.study_id === study.study_id) !== -1} + sx={{ + display: "flex", + flexDirection: "column", + alignItems: "flex-start", + }} + > + + + + + (d === "maximize" ? "max" : "min")) + .join(", ")} + size="small" + variant="outlined" + /> + + + + ); + })} + + + + + + + + + + + + ); +}; + +const StudiesGraph: FC<{ studies: StudySummary[] }> = ({ studies }) => { + const theme = useTheme(); + const action = actionCreator(); + const studyDetails = useRecoilValue(studyDetailsState); + const [logScale, setLogScale] = useState(false); + const [includePruned, setIncludePruned] = useState(true); + + const handleLogScaleChange = () => { + setLogScale(!logScale); + }; + + const handleIncludePrunedChange = () => { + setIncludePruned(!includePruned); + }; + + useEffect(() => { + studies.forEach((study) => { + action.updateStudyDetail(study.study_id); + }); + }, [studies]); + + const showStudyDetails = studies.map((study) => studyDetails[study.study_id]); + + return ( + + + } + label="Log y scale" + /> + + } + label="Include PRUNED trials" + /> + + {showStudyDetails !== null && + showStudyDetails.length > 0 && + showStudyDetails.every((s) => s) ? ( + + + + + + ) : null} + + {showStudyDetails !== null && + showStudyDetails.length > 0 && + showStudyDetails.every((s) => s) + ? showStudyDetails[0].directions.map((d, i) => ( + + + + + + + + )) + : null} + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/CreateStudyDialog.tsx b/optuna_dashboard_client/web/src/components/CreateStudyDialog.tsx new file mode 100644 index 000000000..04665b28c --- /dev/null +++ b/optuna_dashboard_client/web/src/components/CreateStudyDialog.tsx @@ -0,0 +1,146 @@ +import React, { ReactNode, useState } from "react" +import { + Dialog, + useTheme, + FormLabel, + DialogTitle, + DialogContent, + DialogContentText, + FormControl, + Button, + DialogActions, + MenuItem, + Select, +} from "@mui/material" +import { actionCreator } from "../action" +import { DebouncedInputTextField } from "./Debounce" +import { useRecoilValue } from "recoil" +import { studySummariesState } from "../state" +import RemoveIcon from "@mui/icons-material/Remove" +import AddIcon from "@mui/icons-material/Add" + +export const useCreateStudyDialog = (): [() => void, () => ReactNode] => { + const theme = useTheme() + const action = actionCreator() + + const [newStudyName, setNewStudyName] = useState("") + const [openNewStudyDialog, setOpenNewStudyDialog] = useState(false) + const [directions, setDirections] = useState(["minimize"]) + const studies = useRecoilValue(studySummariesState) + const newStudyNameAlreadyUsed = studies.some( + (v) => v.study_name === newStudyName + ) + + const handleCloseNewStudyDialog = () => { + setOpenNewStudyDialog(false) + setNewStudyName("") + setDirections(["minimize"]) + } + + const handleCreateNewStudy = () => { + action.createNewStudy(newStudyName, directions) + setOpenNewStudyDialog(false) + setNewStudyName("") + setDirections(["minimize"]) + } + + const openDialog = () => { + setOpenNewStudyDialog(true) + } + + const renderCreateNewStudyDialog = () => { + return ( + { + handleCloseNewStudyDialog() + }} + aria-labelledby="create-study-dialog-title" + > + New Study + + + Please enter the study name and directions here. + + { + setNewStudyName(s) + }} + delay={500} + textFieldProps={{ + autoFocus: true, + fullWidth: true, + error: newStudyNameAlreadyUsed, + helperText: newStudyNameAlreadyUsed + ? `"${newStudyName}" is already used` + : "", + label: "Study name", + type: "text", + }} + /> + + {directions.map((d, i) => ( + + + Objective {i}: + + + + ))} + + + + + + + + + + ) + } + return [openDialog, renderCreateNewStudyDialog] +} diff --git a/optuna_dashboard_client/web/src/components/DataGrid.tsx b/optuna_dashboard_client/web/src/components/DataGrid.tsx new file mode 100644 index 000000000..2d6a5670c --- /dev/null +++ b/optuna_dashboard_client/web/src/components/DataGrid.tsx @@ -0,0 +1,378 @@ +import React from "react" +import { + Table, + TableBody, + TableCell, + TableContainer, + TableHead, + TablePagination, + TableRow, + TableSortLabel, + Collapse, + IconButton, + useTheme, +} from "@mui/material" +import { styled } from "@mui/system" +import KeyboardArrowDownIcon from "@mui/icons-material/KeyboardArrowDown" +import KeyboardArrowUpIcon from "@mui/icons-material/KeyboardArrowUp" +import { Clear } from "@mui/icons-material" + +type Order = "asc" | "desc" + +// eslint-disable-next-line @typescript-eslint/no-explicit-any +type Value = any + +const defaultRowsPerPageOption = [10, 50, 100, { label: "All", value: -1 }] + +interface DataGridColumn { + field: keyof T + label: string + sortable?: boolean + less?: (a: T, b: T) => number + filterable?: boolean + toCellValue?: (rowIndex: number) => string | React.ReactNode + padding?: "normal" | "checkbox" | "none" +} + +interface RowFilter { + columnIdx: number + value: Value +} + +function DataGrid(props: { + columns: DataGridColumn[] + rows: T[] + keyField: keyof T + dense?: boolean + collapseBody?: (rowIndex: number) => React.ReactNode + initialRowsPerPage?: number + rowsPerPageOption?: Array + defaultFilter?: (row: T) => boolean +}): React.ReactElement { + const { columns, rows, keyField, dense, collapseBody, defaultFilter } = props + let { initialRowsPerPage, rowsPerPageOption } = props + const [order, setOrder] = React.useState("asc") + const [orderBy, setOrderBy] = React.useState(0) // index of columns + const [page, setPage] = React.useState(0) + const [filters, setFilters] = React.useState([]) + + const getRowIndex = (row: T): number => { + return rows.findIndex((row2) => row[keyField] === row2[keyField]) + } + + // Pagination + rowsPerPageOption = rowsPerPageOption || defaultRowsPerPageOption + initialRowsPerPage = initialRowsPerPage // use first element as default + ? initialRowsPerPage + : isNumber(rowsPerPageOption[0]) + ? rowsPerPageOption[0] + : rowsPerPageOption[0].value + const [rowsPerPage, setRowsPerPage] = React.useState(initialRowsPerPage) + + const handleChangePage = (event: unknown, newPage: number) => { + setPage(newPage) + } + + const handleChangeRowsPerPage = ( + event: React.ChangeEvent + ) => { + setRowsPerPage(parseInt(event.target.value, 10)) + setPage(0) + } + + // Filtering + const fieldAlreadyFiltered = (columnIdx: number): boolean => + filters.some((f) => f.columnIdx === columnIdx) + + const handleClickFilterCell = (columnIdx: number, value: Value) => { + if (fieldAlreadyFiltered(columnIdx)) { + return + } + const newFilters = [...filters, { columnIdx: columnIdx, value: value }] + setFilters(newFilters) + } + + const clearFilter = (columnIdx: number): void => { + setFilters(filters.filter((f) => f.columnIdx !== columnIdx)) + } + + const filteredRows = rows.filter((row, rowIdx) => { + if (defaultFilter !== undefined && defaultFilter(row)) { + return false + } + return filters.length === 0 + ? true + : filters.some((f) => { + if (columns.length <= f.columnIdx) { + console.log( + `columnIdx=${f.columnIdx} must be smaller than columns.length=${columns.length}` + ) + return true + } + const toCellValue = columns[f.columnIdx].toCellValue + if (toCellValue !== undefined) { + return toCellValue(rowIdx) === f.value + } + const field = columns[f.columnIdx].field + return row[field] === f.value + }) + }) + + // Sorting + const createSortHandler = (columnId: number) => () => { + const isAsc = orderBy === columnId && order === "asc" + setOrder(isAsc ? "desc" : "asc") + setOrderBy(columnId) + } + const sortedRows = stableSort(filteredRows, order, orderBy, columns) + const currentPageRows = + rowsPerPage > 0 + ? sortedRows.slice(page * rowsPerPage, page * rowsPerPage + rowsPerPage) + : sortedRows + const emptyRows = + rowsPerPage - Math.min(rowsPerPage, sortedRows.length - page * rowsPerPage) + + const RootDiv = styled("div")({ + width: "100%", + }) + const HiddenSpan = styled("span")({ + border: 0, + clip: "rect(0 0 0 0)", + height: 1, + margin: -1, + overflow: "hidden", + padding: 0, + position: "absolute", + top: 20, + width: 1, + }) + const TableHeaderCellSpan = styled("span")({ + display: "inline-flex", + }) + return ( + + + + + + {collapseBody ? : null} + {columns.map((column, columnIdx) => ( + + + {column.sortable ? ( + + {column.label} + {orderBy === column.field ? ( + + {order === "desc" + ? "sorted descending" + : "sorted ascending"} + + ) : null} + + ) : ( + column.label + )} + {column.filterable ? ( + { + clearFilter(columnIdx) + }} + > + + + ) : null} + + + ))} + + + + {currentPageRows.map((row) => ( + + columns={columns} + rowIndex={getRowIndex(row)} + row={row} + keyField={keyField} + collapseBody={collapseBody} + key={`${row[keyField]}`} + handleClickFilterCell={handleClickFilterCell} + /> + ))} + {emptyRows > 0 && ( + + + + )} + +
+ + + + ) +} + +function DataGridRow(props: { + columns: DataGridColumn[] + rowIndex: number + row: T + keyField: keyof T + collapseBody?: (rowIndex: number) => React.ReactNode + handleClickFilterCell: (columnIdx: number, value: Value) => void +}) { + const { + columns, + rowIndex, + row, + keyField, + collapseBody, + handleClickFilterCell, + } = props + const [open, setOpen] = React.useState(false) + const theme = useTheme() + + const FilterableDiv = styled("div")({ + color: theme.palette.primary.main, + textDecoration: "underline", + cursor: "pointer", + }) + return ( + + + {collapseBody ? ( + + setOpen(!open)} + > + {open ? : } + + + ) : null} + {columns.map((column, columnIndex) => { + const cellItem = column.toCellValue + ? column.toCellValue(rowIndex) + : // TODO(c-bata): Avoid this implicit type conversion. + (row[column.field] as number | string | null | undefined) + + return column.filterable ? ( + { + const value = + column.toCellValue !== undefined + ? column.toCellValue(rowIndex) + : row[column.field] + handleClickFilterCell(columnIndex, value) + }} + > + {cellItem} + + ) : ( + + {cellItem} + + ) + })} + + {collapseBody ? ( + + + + {collapseBody(rowIndex)} + + + + ) : null} + + ) +} + +function getComparator( + order: Order, + columns: DataGridColumn[], + orderBy: number +): (a: T, b: T) => number { + return order === "desc" + ? (a, b) => descendingComparator(a, b, columns, orderBy) + : (a, b) => -descendingComparator(a, b, columns, orderBy) +} + +function descendingComparator( + a: T, + b: T, + columns: DataGridColumn[], + orderBy: number +): number { + const field = columns[orderBy].field + if (b[field] < a[field]) { + return -1 + } + if (b[field] > a[field]) { + return 1 + } + return 0 +} + +function stableSort( + array: T[], + order: Order, + orderBy: number, + columns: DataGridColumn[] +) { + // TODO(c-bata): Refactor here by implementing as the same comparator interface. + const less = columns[orderBy].less + const comparator = getComparator(order, columns, orderBy) + const stabilizedThis = array.map((el, index) => [el, index] as [T, number]) + stabilizedThis.sort((a, b) => { + if (less) { + const result = order == "asc" ? -less(a[0], b[0]) : less(a[0], b[0]) + if (result !== 0) return result + } else { + const result = comparator(a[0], b[0]) + if (result !== 0) return result + } + return a[1] - b[1] + }) + return stabilizedThis.map((el) => el[0]) +} + +const isNumber = ( + rowsPerPage: number | { value: number; label: string } +): rowsPerPage is number => { + return typeof rowsPerPage === "number" +} + +export { DataGrid, DataGridColumn } diff --git a/optuna_dashboard_client/web/src/components/Debounce.tsx b/optuna_dashboard_client/web/src/components/Debounce.tsx new file mode 100644 index 000000000..31e34739a --- /dev/null +++ b/optuna_dashboard_client/web/src/components/Debounce.tsx @@ -0,0 +1,28 @@ +import React, { FC, useEffect } from "react" +import { TextField, TextFieldProps } from "@mui/material" + +export const DebouncedInputTextField: FC<{ + onChange: (s: string, valid: boolean) => void + delay: number + textFieldProps: TextFieldProps +}> = ({ onChange, delay, textFieldProps }) => { + const [text, setText] = React.useState("") + const [valid, setValidity] = React.useState(true) + useEffect(() => { + const timer = setTimeout(() => { + onChange(text, valid) + }, delay) + return () => { + clearTimeout(timer) + } + }, [text, delay]) + return ( + { + setText(e.target.value) + setValidity(e.target.validity.valid) + }} + {...textFieldProps} + /> + ) +} diff --git a/optuna_dashboard_client/web/src/components/DeleteArtifactDialog.tsx b/optuna_dashboard_client/web/src/components/DeleteArtifactDialog.tsx new file mode 100644 index 000000000..2c9c229e4 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/DeleteArtifactDialog.tsx @@ -0,0 +1,76 @@ +import React, { ReactNode, useState } from "react" +import { + Dialog, + DialogTitle, + DialogContent, + DialogContentText, + Button, + DialogActions, +} from "@mui/material" +import { actionCreator } from "../action" + +export const useDeleteArtifactDialog = (): [ + (studyId: number, trialId: number, artifact: Artifact) => void, + () => ReactNode +] => { + const action = actionCreator() + + const [openDeleteArtifactDialog, setOpenDeleteArtifactDialog] = + useState(false) + const [target, setTarget] = useState<[number, number, Artifact | null]>([ + -1, + -1, + null, + ]) + + const handleCloseDeleteArtifactDialog = () => { + setOpenDeleteArtifactDialog(false) + setTarget([-1, -1, null]) + } + + const handleDeleteArtifact = () => { + const [studyId, trialId, artifact] = target + if (artifact === null) { + return + } + action.deleteArtifact(studyId, trialId, artifact.artifact_id) + setOpenDeleteArtifactDialog(false) + setTarget([-1, -1, null]) + } + + const openDialog = (studyId: number, trialId: number, artifact: Artifact) => { + setTarget([studyId, trialId, artifact]) + setOpenDeleteArtifactDialog(true) + } + + const renderDeleteArtifactDialog = () => { + return ( + { + handleCloseDeleteArtifactDialog() + }} + aria-labelledby="delete-artifact-dialog-title" + > + + Delete artifact + + + + Are you sure you want to delete an artifact (" + {target[2]?.filename}")? + + + + + + + + ) + } + return [openDialog, renderDeleteArtifactDialog] +} diff --git a/optuna_dashboard_client/web/src/components/DeleteStudyDialog.tsx b/optuna_dashboard_client/web/src/components/DeleteStudyDialog.tsx new file mode 100644 index 000000000..c7d7a1352 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/DeleteStudyDialog.tsx @@ -0,0 +1,64 @@ +import React, { ReactNode, useState } from "react" +import { + Dialog, + DialogTitle, + DialogContent, + DialogContentText, + Button, + DialogActions, +} from "@mui/material" +import { actionCreator } from "../action" + +export const useDeleteStudyDialog = (): [ + (studyId: number) => void, + () => ReactNode +] => { + const action = actionCreator() + + const [openDeleteStudyDialog, setOpenDeleteStudyDialog] = useState(false) + const [deleteStudyID, setDeleteStudyID] = useState(-1) + + const handleCloseDeleteStudyDialog = () => { + setOpenDeleteStudyDialog(false) + setDeleteStudyID(-1) + } + + const handleDeleteStudy = () => { + action.deleteStudy(deleteStudyID) + setOpenDeleteStudyDialog(false) + setDeleteStudyID(-1) + } + + const openDialog = (studyId: number) => { + setDeleteStudyID(studyId) + setOpenDeleteStudyDialog(true) + } + + const renderDeleteStudyDialog = () => { + return ( + { + handleCloseDeleteStudyDialog() + }} + aria-labelledby="delete-study-dialog-title" + > + Delete study + + + Are you sure you want to delete a study (id={deleteStudyID})? + + + + + + + + ) + } + return [openDialog, renderDeleteStudyDialog] +} diff --git a/optuna_dashboard_client/web/src/components/GraphContour.tsx b/optuna_dashboard_client/web/src/components/GraphContour.tsx new file mode 100644 index 000000000..c75e15009 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphContour.tsx @@ -0,0 +1,358 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect, useState } from "react" +import { + Grid, + FormControl, + FormLabel, + MenuItem, + Select, + Typography, + SelectChangeEvent, + useTheme, + Box, +} from "@mui/material" +import blue from "@mui/material/colors/blue" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { useMergedUnionSearchSpace } from "../searchSpace" + +// eslint-disable-next-line @typescript-eslint/no-explicit-any +const unique = (array: any[]) => { + const knownElements = new Map() + array.forEach((elem) => knownElements.set(elem, true)) + return Array.from(knownElements.keys()) +} + +type AxisInfo = { + name: string + min: number + max: number + isLog: boolean + isCat: boolean + indices: (string | number)[] + values: (string | number | null)[] +} + +const PADDING_RATIO = 0.05 +const plotDomId = "graph-contour" + +export const Contour: FC<{ + study: StudyDetail | null +}> = ({ study = null }) => { + const theme = useTheme() + const [objectiveId, setObjectiveId] = useState(0) + const searchSpace = useMergedUnionSearchSpace(study?.union_search_space) + const [xParam, setXParam] = useState(null) + const [yParam, setYParam] = useState(null) + const objectiveNames: string[] = study?.objective_names || [] + + if (xParam === null && searchSpace.length > 0) { + setXParam(searchSpace[0]) + } + if (yParam === null && searchSpace.length > 1) { + setYParam(searchSpace[1]) + } + + const handleObjectiveChange = (event: SelectChangeEvent) => { + setObjectiveId(event.target.value as number) + } + const handleXParamChange = (event: SelectChangeEvent) => { + const param = searchSpace.find((s) => s.name === event.target.value) + setXParam(param || null) + } + const handleYParamChange = (event: SelectChangeEvent) => { + const param = searchSpace.find((s) => s.name === event.target.value) + setYParam(param || null) + } + + useEffect(() => { + if (study != null) { + plotContour(study, objectiveId, xParam, yParam, theme.palette.mode) + } + }, [study, objectiveId, xParam, yParam, theme.palette.mode]) + + const space: SearchSpaceItem[] = study ? study.union_search_space : [] + + return ( + + + + Contour + + {study !== null && study.directions.length !== 1 ? ( + + Objective: + + + ) : null} + {study !== null && space.length > 0 ? ( + + + x: + + + + y: + + + + ) : null} + + + + + + ) +} + +const filterFunc = (trial: Trial, objectiveId: number): boolean => { + return ( + trial.state === "Complete" && + trial.values !== undefined && + trial.values[objectiveId] !== "inf" && + trial.values[objectiveId] !== "-inf" + ) +} + +const plotContour = ( + study: StudyDetail, + objectiveId: number, + xParam: SearchSpaceItem | null, + yParam: SearchSpaceItem | null, + mode: string +) => { + if (document.getElementById(plotDomId) === null) { + return + } + + const trials: Trial[] = study ? study.trials : [] + const filteredTrials = trials.filter((t) => filterFunc(t, objectiveId)) + if (filteredTrials.length < 2 || xParam === null || yParam === null) { + plotly.react(plotDomId, [], { + template: mode === "dark" ? plotlyDarkTemplate : {}, + }) + return + } + + const xAxis = getAxisInfo(study, trials, xParam) + const yAxis = getAxisInfo(study, trials, yParam) + const xIndices = xAxis.indices + const yIndices = yAxis.indices + + const layout: Partial = { + xaxis: { + title: xParam.name, + type: xAxis.isCat ? "category" : undefined, + }, + yaxis: { + title: yParam.name, + type: yAxis.isCat ? "category" : undefined, + }, + margin: { + l: 50, + t: 0, + r: 50, + b: 50, + }, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + + // TODO(c-bata): Support parameters that only have the single value + if (xIndices.length <= 1 || yIndices.length <= 1) { + plotly.react(plotDomId, [], layout) + return + } + + const xValues: plotly.Datum[] = [] + const yValues: plotly.Datum[] = [] + const zValues: plotly.Datum[][] = new Array(yIndices.length) + for (let j = 0; j < yIndices.length; j++) { + zValues[j] = new Array(xIndices.length).fill(null) + } + + filteredTrials.forEach((trial, i) => { + if (xAxis.values[i] && yAxis.values[i] && trial.values) { + const xValue = xAxis.values[i] as string | number + const yValue = yAxis.values[i] as string | number + xValues.push(xValue) + yValues.push(yValue) + const xi = xIndices.indexOf(xValue) + const yi = yIndices.indexOf(yValue) + const zValue = trial.values[objectiveId] + zValues[yi][xi] = zValue + } + }) + + if (!study.is_preferential) { + const plotData: Partial[] = [ + { + type: "contour", + x: xIndices, + y: yIndices, + z: zValues, + colorscale: "Blues", + connectgaps: true, + hoverinfo: "none", + line: { + smoothing: 1.3, + }, + reversescale: study.directions[objectiveId] !== "minimize", + // https://github.com/plotly/react-plotly.js/issues/251 + // @ts-ignore + contours: { + coloring: "heatmap", + }, + }, + { + type: "scatter", + x: xValues, + y: yValues, + marker: { line: { width: 2.0, color: "Grey" }, color: "black" }, + mode: "markers", + showlegend: false, + }, + ] + plotly.react(plotDomId, plotData, layout) + return + } + + layout.legend = { + y: 0.8, + } + const bestTrialIndices = study.best_trials.map((trial) => trial.number) + const plotData: Partial[] = [ + { + type: "scatter", + x: xValues.filter((_, i) => bestTrialIndices.includes(i)), + y: yValues.filter((_, i) => bestTrialIndices.includes(i)), + marker: { + line: { width: 2.0, color: "Grey" }, + color: blue[200], + }, + name: "best trials", + mode: "markers", + }, + { + type: "scatter", + x: xValues.filter((_, i) => !bestTrialIndices.includes(i)), + y: yValues.filter((_, i) => !bestTrialIndices.includes(i)), + marker: { line: { width: 2.0, color: "Grey" }, color: "black" }, + name: "others", + mode: "markers", + }, + ] + plotly.react(plotDomId, plotData, layout) +} + +const getAxisInfoForNumericalParams = ( + trials: Trial[], + paramName: string, + distribution: FloatDistribution | IntDistribution +): AxisInfo => { + const padding = (distribution.high - distribution.low) * PADDING_RATIO + const min = distribution.low - padding + const max = distribution.high + padding + + const values = trials.map( + (trial) => + trial.params.find((p) => p.name === paramName)?.param_internal_value || + null + ) + const indices = unique(values) + .filter((v) => v !== null) + .sort((a, b) => a - b) + if (indices.length >= 2) { + indices.unshift(min) + indices.push(max) + } + return { + name: paramName, + min, + max, + isLog: distribution.log, + isCat: false, + indices, + values, + } +} + +const getAxisInfoForCategoricalParams = ( + trials: Trial[], + paramName: string, + distribution: CategoricalDistribution +): AxisInfo => { + const values = trials.map( + (trial) => + trial.params.find((p) => p.name === paramName)?.param_external_value || + null + ) + const isDynamic = values.some((v) => v === null) + const span = distribution.choices.length - (isDynamic ? 2 : 1) + const padding = span * PADDING_RATIO + const min = -padding + const max = span + padding + + const indices = distribution.choices + .map((c) => c.value) + .sort((a, b) => + a.toLowerCase() < b.toLowerCase() + ? -1 + : a.toLowerCase() > b.toLowerCase() + ? 1 + : 0 + ) + return { + name: paramName, + min, + max, + isLog: false, + isCat: true, + indices, + values, + } +} + +const getAxisInfo = ( + study: StudyDetail, + trials: Trial[], + param: SearchSpaceItem +): AxisInfo => { + if (param.distribution.type === "CategoricalDistribution") { + return getAxisInfoForCategoricalParams( + trials, + param.name, + param.distribution + ) + } else { + return getAxisInfoForNumericalParams(trials, param.name, param.distribution) + } +} diff --git a/optuna_dashboard_client/web/src/components/GraphEdf.tsx b/optuna_dashboard_client/web/src/components/GraphEdf.tsx new file mode 100644 index 000000000..ca85ee54c --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphEdf.tsx @@ -0,0 +1,107 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect, useMemo } from "react" +import { Typography, useTheme, Box } from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { Target, useFilteredTrialsFromStudies } from "../trialFilter" + +const getPlotDomId = (objectiveId: number) => `graph-edf-${objectiveId}` + +interface EdfPlotInfo { + study_name: string + trials: Trial[] +} + +export const GraphEdf: FC<{ + studies: StudyDetail[] + objectiveId: number +}> = ({ studies, objectiveId }) => { + const theme = useTheme() + const domId = getPlotDomId(objectiveId) + const target = useMemo( + () => new Target("objective", objectiveId), + [objectiveId] + ) + const trials = useFilteredTrialsFromStudies(studies, [target], false) + const edfPlotInfos = studies.map((study, index) => { + const e: EdfPlotInfo = { + study_name: study?.name, + trials: trials[index], + } + return e + }) + + useEffect(() => { + plotEdf(edfPlotInfos, target, domId, theme.palette.mode) + }, [studies, target, theme.palette.mode]) + + return ( + + + {`EDF for ${target.toLabel(studies[0].objective_names)}`} + + + + ) +} + +const plotEdf = ( + edfPlotInfos: EdfPlotInfo[], + target: Target, + domId: string, + mode: string +) => { + if (document.getElementById(domId) === null) { + return + } + if (edfPlotInfos.length === 0) { + plotly.react(domId, [], { + template: mode === "dark" ? plotlyDarkTemplate : {}, + }) + return + } + + const target_name = "Objective Value" + const layout: Partial = { + xaxis: { + title: target_name, + }, + yaxis: { + title: "Cumulative Probability", + }, + margin: { + l: 50, + t: 0, + r: 50, + b: 50, + }, + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + + const plotData: Partial[] = edfPlotInfos.map((h) => { + const values = h.trials.map((t) => target.getTargetValue(t) as number) + const numValues = values.length + const minX = Math.min(...values) + const maxX = Math.max(...values) + const numStep = 100 + const _step = (maxX - minX) / (numStep - 1) + + const xValues = [] + const yValues = [] + for (let i = 0; i < numStep; i++) { + const boundary_right = minX + _step * i + xValues.push(boundary_right) + yValues.push(values.filter((v) => v <= boundary_right).length / numValues) + } + + return { + type: "scatter", + name: `${h.study_name}`, + x: xValues, + y: yValues, + } + }) + plotly.react(domId, plotData, layout) +} diff --git a/optuna_dashboard_client/web/src/components/GraphHistory.tsx b/optuna_dashboard_client/web/src/components/GraphHistory.tsx new file mode 100644 index 000000000..280c02fc9 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphHistory.tsx @@ -0,0 +1,315 @@ +import * as plotly from "plotly.js-dist-min" +import React, { ChangeEvent, FC, useEffect, useState } from "react" +import { + Box, + Grid, + FormControl, + FormLabel, + FormControlLabel, + MenuItem, + Select, + Radio, + RadioGroup, + Typography, + SelectChangeEvent, + useTheme, + Slider, +} from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { + useFilteredTrialsFromStudies, + Target, + useObjectiveAndUserAttrTargetsFromStudies, +} from "../trialFilter" + +const plotDomId = "graph-history" + +interface HistoryPlotInfo { + study_name: string + trials: Trial[] + directions: StudyDirection[] + objective_names?: string[] +} + +export const GraphHistory: FC<{ + studies: StudyDetail[] + logScale: boolean + includePruned: boolean +}> = ({ studies, logScale, includePruned }) => { + const theme = useTheme() + const [xAxis, setXAxis] = useState< + "number" | "datetime_start" | "datetime_complete" + >("number") + const [markerSize, setMarkerSize] = useState(5) + + const [targets, selected, setTarget] = + useObjectiveAndUserAttrTargetsFromStudies(studies) + + const trials = useFilteredTrialsFromStudies( + studies, + [selected], + !includePruned + ) + const historyPlotInfos = studies.map((study, index) => { + const h: HistoryPlotInfo = { + study_name: study?.name, + trials: trials[index], + directions: study?.directions, + objective_names: study?.objective_names, + } + return h + }) + + useEffect(() => { + plotHistory( + historyPlotInfos, + selected, + xAxis, + logScale, + theme.palette.mode, + markerSize + ) + }, [studies, selected, logScale, xAxis, theme.palette.mode, markerSize]) + + const handleObjectiveChange = (event: SelectChangeEvent) => { + setTarget(event.target.value) + } + + const handleXAxisChange = (e: ChangeEvent) => { + if (e.target.value === "number") { + setXAxis("number") + } else if (e.target.value === "datetime_start") { + setXAxis("datetime_start") + } else if (e.target.value === "datetime_complete") { + setXAxis("datetime_complete") + } + } + + return ( + + + + History + + {studies[0] !== null && targets.length >= 2 ? ( + + y Axis + + + ) : null} + + X-axis: + + } + label="Number" + /> + } + label="Datetime start" + /> + } + label="Datetime complete" + /> + + + + Marker size: + { + // @ts-ignore + setMarkerSize(e.target.value as number) + }} + /> + + + + + + + ) +} + +const plotHistory = ( + historyPlotInfos: HistoryPlotInfo[], + target: Target, + xAxis: "number" | "datetime_start" | "datetime_complete", + logScale: boolean, + mode: string, + markerSize: number +) => { + if (document.getElementById(plotDomId) === null) { + return + } + if (historyPlotInfos.length === 0) { + plotly.react(plotDomId, [], { + template: mode === "dark" ? plotlyDarkTemplate : {}, + }) + return + } + + const layout: Partial = { + margin: { + l: 50, + t: 0, + r: 50, + b: 0, + }, + yaxis: { + title: target.toLabel(historyPlotInfos[0].objective_names), + type: logScale ? "log" : "linear", + }, + xaxis: { + title: xAxis === "number" ? "Trial" : "Time", + type: xAxis === "number" ? "linear" : "date", + }, + showlegend: historyPlotInfos.length === 1 ? false : true, + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + + const getAxisX = (trial: Trial): number | Date => { + return xAxis === "number" + ? trial.number + : xAxis === "datetime_start" + ? trial.datetime_start ?? new Date() + : trial.datetime_complete ?? new Date() + } + + const plotData: Partial[] = [] + const infeasiblePlotData: Partial[] = [] + historyPlotInfos.forEach((h) => { + const feasibleTrials: Trial[] = [] + const infeasibleTrials: Trial[] = [] + h.trials.forEach((t) => { + if (t.constraints.every((c) => c <= 0)) { + feasibleTrials.push(t) + } else { + infeasibleTrials.push(t) + } + }) + plotData.push({ + x: feasibleTrials.map(getAxisX), + y: feasibleTrials.map( + (t: Trial): number => target.getTargetValue(t) as number + ), + name: `${target.toLabel(h.objective_names)} of ${h.study_name}`, + marker: { + size: markerSize, + }, + mode: "markers", + type: "scatter", + }) + + const objectiveId = target.getObjectiveId() + if (objectiveId !== null) { + const xForLinePlot: (number | Date)[] = [] + const yForLinePlot: number[] = [] + let currentBest: number | null = null + for (let i = 0; i < feasibleTrials.length; i++) { + const t = feasibleTrials[i] + const value = target.getTargetValue(t) as number + if (value === null) { + continue + } else if (currentBest === null) { + currentBest = value + xForLinePlot.push(getAxisX(t)) + yForLinePlot.push(value) + } else if ( + h.directions[objectiveId] === "maximize" && + value > currentBest + ) { + const p = feasibleTrials[i - 1] + if (!xForLinePlot.includes(getAxisX(p))) { + xForLinePlot.push(getAxisX(p)) + yForLinePlot.push(currentBest) + } + currentBest = value + xForLinePlot.push(getAxisX(t)) + yForLinePlot.push(value) + } else if ( + h.directions[objectiveId] === "minimize" && + value < currentBest + ) { + const p = feasibleTrials[i - 1] + if (!xForLinePlot.includes(getAxisX(p))) { + xForLinePlot.push(getAxisX(p)) + yForLinePlot.push(currentBest) + } + currentBest = value + xForLinePlot.push(getAxisX(t)) + yForLinePlot.push(value) + } + } + if (h.trials.length !== 0) { + xForLinePlot.push(getAxisX(h.trials[h.trials.length - 1])) + yForLinePlot.push(yForLinePlot[yForLinePlot.length - 1]) + } + plotData.push({ + x: xForLinePlot, + y: yForLinePlot, + name: `Best Value of ${h.study_name}`, + mode: "lines", + type: "scatter", + }) + } + infeasiblePlotData.push({ + x: infeasibleTrials.map(getAxisX), + y: infeasibleTrials.map( + (t: Trial): number => target.getTargetValue(t) as number + ), + name: `Infeasible Trial of ${h.study_name}`, + marker: { + size: markerSize, + color: mode === "dark" ? "#666666" : "#cccccc", + }, + mode: "markers", + type: "scatter", + showlegend: false, + }) + }) + plotData.push(...infeasiblePlotData) + plotly.react(plotDomId, plotData, layout) +} diff --git a/optuna_dashboard_client/web/src/components/GraphHyperparameterImportances.tsx b/optuna_dashboard_client/web/src/components/GraphHyperparameterImportances.tsx new file mode 100644 index 000000000..0621670b3 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphHyperparameterImportances.tsx @@ -0,0 +1,101 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect } from "react" +import { Typography, useTheme, Box, Card, CardContent } from "@mui/material" + +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { actionCreator } from "../action" +import { useParamImportanceValue, useStudyDirections } from "../state" +const plotDomId = "graph-hyperparameter-importances" + +export const GraphHyperparameterImportance: FC<{ + studyId: number + study: StudyDetail | null + graphHeight: string +}> = ({ studyId, study = null, graphHeight }) => { + const theme = useTheme() + const action = actionCreator() + const importances = useParamImportanceValue(studyId) + const numCompletedTrials = + study?.trials.filter((t) => t.state === "Complete").length || 0 + const nObjectives = useStudyDirections(studyId)?.length + const objectiveNames: string[] = + study?.objective_names || + study?.directions.map((d, i) => `Objective ${i}`) || + [] + + useEffect(() => { + action.updateParamImportance(studyId) + }, [numCompletedTrials]) + + useEffect(() => { + if (importances !== null && nObjectives === importances.length) { + plotParamImportance(importances, objectiveNames, theme.palette.mode) + } + }, [nObjectives, importances, theme.palette.mode]) + + return ( + + + + Hyperparameter Importance + + + + + ) +} + +const plotParamImportance = ( + importances: ParamImportance[][], + objectiveNames: string[], + mode: string +) => { + const layout: Partial = { + xaxis: { + title: "Hyperparameter Importance", + }, + yaxis: { + title: "Hyperparameter", + automargin: true, + }, + margin: { + l: 50, + t: 0, + r: 50, + b: 50, + }, + barmode: "group", + bargap: 0.15, + bargroupgap: 0.1, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + + if (document.getElementById(plotDomId) === null) { + return + } + const traces: Partial[] = importances.map( + (importance, i) => { + const reversed = [...importance].reverse() + const importance_values = reversed.map((p) => p.importance) + const param_names = reversed.map((p) => p.name) + const param_hover_templates = reversed.map( + (p) => `${p.name} (${p.distribution}): ${p.importance} ` + ) + return { + type: "bar", + orientation: "h", + name: objectiveNames[i], + x: importance_values, + y: param_names, + text: importance_values.map((v) => String(v.toFixed(2))), + textposition: "outside", + hovertemplate: param_hover_templates, + } + } + ) + plotly.react(plotDomId, traces, layout) +} diff --git a/optuna_dashboard_client/web/src/components/GraphIntermediateValues.tsx b/optuna_dashboard_client/web/src/components/GraphIntermediateValues.tsx new file mode 100644 index 000000000..ca0bfda0c --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphIntermediateValues.tsx @@ -0,0 +1,100 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect } from "react" +import { Box, Typography, useTheme, CardContent, Card } from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" + +const plotDomId = "graph-intermediate-values" + +export const GraphIntermediateValues: FC<{ + trials: Trial[] + includePruned: boolean + logScale: boolean +}> = ({ trials, includePruned, logScale }) => { + const theme = useTheme() + + useEffect(() => { + plotIntermediateValue( + trials, + theme.palette.mode, + false, + !includePruned, + logScale + ) + }, [trials, theme.palette.mode, false, includePruned, logScale]) + + return ( + + + + Intermediate values + + + + + ) +} + +const plotIntermediateValue = ( + trials: Trial[], + mode: string, + filterCompleteTrial: boolean, + filterPrunedTrial: boolean, + logScale: boolean +) => { + if (document.getElementById(plotDomId) === null) { + return + } + + const layout: Partial = { + margin: { + l: 50, + t: 0, + r: 50, + b: 0, + }, + yaxis: { + title: "Objective Value", + type: logScale ? "log" : "linear", + }, + xaxis: { + title: "Step", + type: "linear", + }, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + if (trials.length === 0) { + plotly.react(plotDomId, [], layout) + return + } + + const filteredTrials = trials.filter( + (t) => + (!filterCompleteTrial && t.state === "Complete") || + (!filterPrunedTrial && + t.state === "Pruned" && + t.values && + t.values.length > 0) || + t.state == "Running" + ) + const plotData: Partial[] = filteredTrials.map((trial) => { + const values = trial.intermediate_values.filter( + (iv) => iv.value !== "inf" && iv.value !== "-inf" && iv.value !== "nan" + ) + return { + x: values.map((iv) => iv.step), + y: values.map((iv) => iv.value), + marker: { maxdisplayed: 10 }, + mode: "lines+markers", + type: "scatter", + name: + trial.state !== "Running" + ? `trial #${trial.number}` + : `trial #${trial.number} (running)`, + } + }) + plotly.react(plotDomId, plotData, layout) +} diff --git a/optuna_dashboard_client/web/src/components/GraphParallelCoordinate.tsx b/optuna_dashboard_client/web/src/components/GraphParallelCoordinate.tsx new file mode 100644 index 000000000..6726ba2f6 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphParallelCoordinate.tsx @@ -0,0 +1,244 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, ReactNode, useEffect, useState } from "react" +import { + Typography, + useTheme, + Box, + Grid, + FormGroup, + FormControlLabel, + Checkbox, +} from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { + Target, + useFilteredTrials, + useObjectiveAndUserAttrTargets, + useParamTargets, +} from "../trialFilter" +import { useMergedUnionSearchSpace } from "../searchSpace" + +const plotDomId = "graph-parallel-coordinate" + +const useTargets = ( + study: StudyDetail | null +): [Target[], SearchSpaceItem[], () => ReactNode] => { + const [targets1] = useObjectiveAndUserAttrTargets(study) + const searchSpace = useMergedUnionSearchSpace(study?.union_search_space) + const [targets2] = useParamTargets(searchSpace) + const [checked, setChecked] = useState([true]) + + const allTargets = [...targets1, ...targets2] + useEffect(() => { + if (allTargets.length !== checked.length) { + setChecked( + allTargets.map((t) => { + if (t.kind === "user_attr") { + return false + } + if (t.kind !== "params" || study === null) { + return true + } + // By default, params that is not included in intersection search space should be disabled, + // otherwise all trials are filtered. + return ( + study.intersection_search_space.find((s) => s.name === t.key) !== + undefined + ) + }) + ) + } + }, [allTargets]) + + const handleOnChange = (event: React.ChangeEvent) => { + setChecked( + checked.map((c, i) => + i.toString() === event.target.name ? event.target.checked : c + ) + ) + } + + const renderCheckBoxes = (): ReactNode => ( + + {allTargets.map((t, i) => { + return ( + i ? checked[i] : true} + onChange={handleOnChange} + name={i.toString()} + /> + } + label={t.toLabel(study?.objective_names)} + /> + ) + })} + + ) + + const targets = allTargets.filter((t, i) => + checked.length > i ? checked[i] : true + ) + return [targets, searchSpace, renderCheckBoxes] +} + +export const GraphParallelCoordinate: FC<{ + study: StudyDetail | null +}> = ({ study = null }) => { + const theme = useTheme() + const [targets, searchSpace, renderCheckBoxes] = useTargets(study) + + const trials = useFilteredTrials(study, targets, false) + useEffect(() => { + if (study !== null) { + plotCoordinate(study, trials, targets, searchSpace, theme.palette.mode) + } + }, [study, trials, targets, searchSpace, theme.palette.mode]) + + return ( + + + + Parallel Coordinate + + {renderCheckBoxes()} + + + + + + ) +} + +const plotCoordinate = ( + study: StudyDetail, + trials: Trial[], + targets: Target[], + searchSpace: SearchSpaceItem[], + mode: string +) => { + if (document.getElementById(plotDomId) === null) { + return + } + + const layout: Partial = { + margin: { + l: 70, + t: 50, + r: 50, + b: 100, + }, + template: mode === "dark" ? plotlyDarkTemplate : {}, + uirevision: "true", + } + if (trials.length === 0 || targets.length === 0) { + plotly.react(plotDomId, [], layout) + return + } + + const maxLabelLength = 40 + const breakLength = maxLabelLength / 2 + const ellipsis = "…" + const truncateLabelIfTooLong = (originalLabel: string): string => { + return originalLabel.length > maxLabelLength + ? originalLabel.substring(0, maxLabelLength - ellipsis.length) + ellipsis + : originalLabel + } + const breakLabelIfTooLong = (originalLabel: string): string => { + const truncated = truncateLabelIfTooLong(originalLabel) + return truncated + .split("") + .map((c, i) => { + return (i + 1) % breakLength == 0 ? c + "
" : c + }) + .join("") + } + + const dimensions = targets.map((target) => { + if (target.kind === "objective" || target.kind === "user_attr") { + const values: number[] = trials.map( + (t) => target.getTargetValue(t) as number + ) + return { + label: target.toLabel(study.objective_names), + values: values, + range: [Math.min(...values), Math.max(...values)], + } + } else { + const s = searchSpace.find( + (s) => s.name === target.key + ) as SearchSpaceItem // Must be already filtered. + + const values: number[] = trials.map( + (t) => target.getTargetValue(t) as number + ) + if (s.distribution.type !== "CategoricalDistribution") { + return { + label: breakLabelIfTooLong(s.name), + values: values, + range: [s.distribution.low, s.distribution.high], + } + } else { + // categorical + const vocabArr: string[] = s.distribution.choices.map((c) => c.value) + const tickvals: number[] = vocabArr.map((v, i) => i) + return { + label: breakLabelIfTooLong(s.name), + values: values, + range: [0, s.distribution.choices.length - 1], + // @ts-ignore + tickvals: tickvals, + ticktext: vocabArr, + } + } + } + }) + if (dimensions.length === 0) { + console.log("Must not reach here.") + plotly.react(plotDomId, [], layout) + return + } + let reversescale = false + if ( + targets[0].kind === "objective" && + (targets[0].getObjectiveId() as number) < study.directions.length && + study.directions[targets[0].getObjectiveId() as number] === "maximize" + ) { + reversescale = true + } + const plotData: Partial[] = [ + { + type: "parcoords", + dimensions: dimensions, + labelangle: 30, + labelside: "bottom", + line: { + color: dimensions[0]["values"], + // @ts-ignore + colorscale: "Blues", + colorbar: { + title: targets[0].toLabel(study.objective_names), + }, + showscale: true, + reversescale: reversescale, + }, + }, + ] + + plotly.react(plotDomId, plotData, layout) +} diff --git a/optuna_dashboard_client/web/src/components/GraphParetoFront.tsx b/optuna_dashboard_client/web/src/components/GraphParetoFront.tsx new file mode 100644 index 000000000..abcf667d3 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphParetoFront.tsx @@ -0,0 +1,267 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect, useState } from "react" +import { + Grid, + FormControl, + FormLabel, + MenuItem, + Select, + Typography, + SelectChangeEvent, + useTheme, + Box, +} from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { makeHovertext } from "../graphUtil" + +const plotDomId = "graph-pareto-front" + +export const GraphParetoFront: FC<{ + study: StudyDetail | null +}> = ({ study = null }) => { + const theme = useTheme() + const [objectiveXId, setObjectiveXId] = useState(0) + const [objectiveYId, setObjectiveYId] = useState(1) + const objectiveNames: string[] = study?.objective_names || [] + + const handleObjectiveXChange = (event: SelectChangeEvent) => { + setObjectiveXId(event.target.value as number) + } + + const handleObjectiveYChange = (event: SelectChangeEvent) => { + setObjectiveYId(event.target.value as number) + } + + useEffect(() => { + if (study != null) { + plotParetoFront(study, objectiveXId, objectiveYId, theme.palette.mode) + } + }, [study, objectiveXId, objectiveYId, theme.palette.mode]) + + return ( + + + + Pareto Front + + {study !== null && study.directions.length !== 1 ? ( + <> + + Objective X: + + + + Objective Y: + + + + ) : null} + + + + + + ) +} + +const filterFunc = (trial: Trial, directions: StudyDirection[]): boolean => { + return ( + trial.state === "Complete" && + trial.values !== undefined && + trial.values.length === directions.length && + trial.values.every((v) => v !== "inf" && v !== "-inf") + ) +} + +const makeScatterObject = ( + trials: Trial[], + objectiveXId: number, + objectiveYId: number, + hovertemplate: string, + dominated: boolean, + feasible: boolean, + mode: string +): Partial => { + const marker = makeMarker(trials, dominated, feasible, mode) + return { + x: trials.map((t) => + t.values ? (t.values[objectiveXId] as number) : null + ), + y: trials.map((t) => + t.values ? (t.values[objectiveYId] as number) : null + ), + text: trials.map((t) => makeHovertext(t)), + mode: "markers", + hovertemplate: hovertemplate, + marker: marker, + showlegend: false, + } +} + +const makeMarker = ( + trials: Trial[], + dominated: boolean, + feasible: boolean, + mode: string +): Partial => { + if (feasible && dominated) { + return { + line: { width: 0.5, color: "Grey" }, + // @ts-ignore + color: trials.map((t) => t.number), + colorscale: "Blues", + reversescale: true, + colorbar: { + title: "Trial", + }, + } + } else if (feasible && !dominated) { + return { + line: { width: 0.5, color: "Grey" }, + // @ts-ignore + color: trials.map((t) => t.number), + colorscale: "Reds", + colorbar: { + title: "Best Trial", + x: 1.1, + xpad: 80, + }, + } + } else { + return { + // @ts-ignore + color: mode === "dark" ? "#666666" : "#cccccc", + } + } +} + +const plotParetoFront = ( + study: StudyDetail, + objectiveXId: number, + objectiveYId: number, + mode: string +) => { + if (document.getElementById(plotDomId) === null) { + return + } + + const layout: Partial = { + margin: { + l: 50, + t: 0, + r: 50, + b: 0, + }, + template: mode === "dark" ? plotlyDarkTemplate : {}, + uirevision: "true", + } + + const trials: Trial[] = study ? study.trials : [] + const filteredTrials = trials.filter((t: Trial) => + filterFunc(t, study.directions) + ) + + if (filteredTrials.length === 0) { + plotly.react(plotDomId, [], layout) + return + } + + const feasibleTrials: Trial[] = [] + const infeasibleTrials: Trial[] = [] + filteredTrials.forEach((t) => { + if (t.constraints.every((c) => c <= 0)) { + feasibleTrials.push(t) + } else { + infeasibleTrials.push(t) + } + }) + + const normalizedValues: number[][] = [] + feasibleTrials.forEach((t) => { + if (t.values && t.values.length === study.directions.length) { + const trialValues = t.values.map((v, i) => { + return study.directions[i] === "minimize" + ? (v as number) + : (-v as number) + }) + normalizedValues.push(trialValues) + } + }) + + const dominatedTrials: boolean[] = [] + normalizedValues.forEach((values0: number[], i: number) => { + const dominated = normalizedValues.some((values1: number[], j: number) => { + if (i === j) { + return false + } + return values0.every((value0: number, k: number) => { + return values1[k] <= value0 + }) + }) + dominatedTrials.push(dominated) + }) + + const plotData: Partial[] = [ + makeScatterObject( + feasibleTrials.filter((t, i) => dominatedTrials[i]), + objectiveXId, + objectiveYId, + infeasibleTrials.length === 0 + ? "%{text}Trial" + : "%{text}Feasible Trial", + true, + true, + mode + ), + makeScatterObject( + feasibleTrials.filter((t, i) => !dominatedTrials[i]), + objectiveXId, + objectiveYId, + "%{text}Best Trial", + false, + true, + mode + ), + makeScatterObject( + infeasibleTrials, + objectiveXId, + objectiveYId, + "%{text}Infeasible Trial", + false, + false, + mode + ), + ] + + plotly.react(plotDomId, plotData, layout) +} diff --git a/optuna_dashboard_client/web/src/components/GraphSlice.tsx b/optuna_dashboard_client/web/src/components/GraphSlice.tsx new file mode 100644 index 000000000..f37a54136 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphSlice.tsx @@ -0,0 +1,260 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect, useState } from "react" +import { + Grid, + FormControl, + FormLabel, + MenuItem, + Switch, + Select, + Typography, + SelectChangeEvent, + useTheme, + Box, +} from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { + Target, + useFilteredTrials, + useObjectiveAndUserAttrTargets, + useParamTargets, +} from "../trialFilter" +import { useMergedUnionSearchSpace } from "../searchSpace" + +const plotDomId = "graph-slice" + +const isLogScale = (s: SearchSpaceItem): boolean => { + if (s.distribution.type === "CategoricalDistribution") { + return false + } + return s.distribution.log +} + +export const GraphSlice: FC<{ + study: StudyDetail | null +}> = ({ study = null }) => { + const theme = useTheme() + + const [objectiveTargets, selectedObjective, setObjectiveTarget] = + useObjectiveAndUserAttrTargets(study) + const searchSpace = useMergedUnionSearchSpace(study?.union_search_space) + const [paramTargets, selectedParamTarget, setParamTarget] = + useParamTargets(searchSpace) + const [logYScale, setLogYScale] = useState(false) + + const trials = useFilteredTrials( + study, + selectedParamTarget !== null + ? [selectedObjective, selectedParamTarget] + : [selectedObjective], + false + ) + + useEffect(() => { + plotSlice( + trials, + selectedObjective, + selectedParamTarget, + searchSpace.find((s) => s.name === selectedParamTarget?.key) || null, + logYScale, + theme.palette.mode + ) + }, [ + trials, + selectedObjective, + searchSpace, + selectedParamTarget, + logYScale, + theme.palette.mode, + ]) + + const handleObjectiveChange = (event: SelectChangeEvent) => { + setObjectiveTarget(event.target.value) + } + + const handleSelectedParam = (e: SelectChangeEvent) => { + setParamTarget(e.target.value) + } + + const handleLogYScaleChange = () => { + setLogYScale(!logYScale) + } + + return ( + + + + Slice + + {objectiveTargets.length !== 1 && ( + + Objective: + + + )} + {paramTargets.length !== 0 && selectedParamTarget !== null && ( + + Parameter: + + + )} + + Log y scale: + + + + + + + + ) +} + +const plotSlice = ( + trials: Trial[], + objectiveTarget: Target, + selectedParamTarget: Target | null, + selectedParamSpace: SearchSpaceItem | null, + logYScale: boolean, + mode: string +) => { + if (document.getElementById(plotDomId) === null) { + return + } + + const layout: Partial = { + margin: { + l: 50, + t: 0, + r: 50, + b: 0, + }, + xaxis: { + title: selectedParamTarget?.toLabel() || "", + type: + selectedParamSpace !== null && isLogScale(selectedParamSpace) + ? "log" + : "linear", + gridwidth: 1, + automargin: true, + }, + yaxis: { + title: "Objective Value", + type: logYScale ? "log" : "linear", + gridwidth: 1, + automargin: true, + }, + showlegend: false, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + if ( + selectedParamSpace === null || + selectedParamTarget === null || + trials.length === 0 + ) { + plotly.react(plotDomId, [], layout) + return + } + + const objectiveValues: number[] = trials.map( + (t) => objectiveTarget.getTargetValue(t) as number + ) + const values = trials.map( + (t) => selectedParamTarget.getTargetValue(t) as number + ) + + const trialNumbers: number[] = trials.map((t) => t.number) + if (selectedParamSpace.distribution.type !== "CategoricalDistribution") { + const trace: plotly.Data[] = [ + { + type: "scatter", + x: values, + y: objectiveValues, + mode: "markers", + marker: { + color: trialNumbers, + colorscale: "Blues", + reversescale: true, + colorbar: { + title: "Trial", + }, + line: { + color: "Grey", + width: 0.5, + }, + }, + }, + ] + layout["xaxis"] = { + title: selectedParamTarget.toLabel(), + type: isLogScale(selectedParamSpace) ? "log" : "linear", + gridwidth: 1, + automargin: true, // Otherwise the label is outside of the plot + } + plotly.react(plotDomId, trace, layout) + } else { + const vocabArr = selectedParamSpace.distribution.choices.map((c) => c.value) + const tickvals: number[] = vocabArr.map((v, i) => i) + const trace: plotly.Data[] = [ + { + type: "scatter", + x: values, + y: objectiveValues, + mode: "markers", + marker: { + color: trialNumbers, + colorscale: "Blues", + reversescale: true, + colorbar: { + title: "Trial", + }, + line: { + color: "Grey", + width: 0.5, + }, + }, + }, + ] + layout["xaxis"] = { + title: selectedParamTarget.toLabel(), + type: "linear", + gridwidth: 1, + tickvals: tickvals, + ticktext: vocabArr, + automargin: true, // Otherwise the label is outside of the plot + } + plotly.react(plotDomId, trace, layout) + } +} diff --git a/optuna_dashboard_client/web/src/components/GraphTimeline.tsx b/optuna_dashboard_client/web/src/components/GraphTimeline.tsx new file mode 100644 index 000000000..68afe0fcc --- /dev/null +++ b/optuna_dashboard_client/web/src/components/GraphTimeline.tsx @@ -0,0 +1,119 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect } from "react" +import { Card, CardContent, Grid, Typography, useTheme } from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { makeHovertext } from "../graphUtil" + +const plotDomId = "graph-timeline" +const maxBars = 100 + +export const GraphTimeline: FC<{ + study: StudyDetail | null +}> = ({ study }) => { + const theme = useTheme() + + const trials = study?.trials ?? [] + + useEffect(() => { + if (study !== null) { + plotTimeline(trials, theme.palette.mode) + } + }, [trials, theme.palette.mode]) + + return ( + + + + Timeline + + +
+ + + + ) +} + +const plotTimeline = (trials: Trial[], mode: string) => { + if (document.getElementById(plotDomId) === null) { + return + } + + if (trials.length === 0) { + plotly.react(plotDomId, [], { + template: mode === "dark" ? plotlyDarkTemplate : {}, + }) + return + } + + const cm: Record = { + Complete: "blue", + Fail: "red", + Pruned: "orange", + Running: "green", + Waiting: "gray", + } + + const lastTrials = trials.slice(-maxBars) // To only show last elements + const minDatetime = new Date( + Math.min( + ...lastTrials.map( + (t) => t.datetime_start?.getTime() ?? new Date().getTime() + ) + ) + ) + const maxDatetime = new Date( + Math.max( + ...lastTrials.map( + (t) => t.datetime_start?.getTime() ?? minDatetime.getTime() + ) + ) + ) + const layout: Partial = { + margin: { + l: 50, + t: 0, + r: 50, + b: 0, + }, + xaxis: { + title: "Datetime", + type: "date", + range: [minDatetime.toISOString(), maxDatetime.toISOString()], + }, + yaxis: { + title: "Trial", + range: [lastTrials[0].number, lastTrials[0].number + lastTrials.length], + }, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + + const traces: Partial[] = [] + for (const s of Object.keys(cm) as TrialState[]) { + const bars = trials.filter((t) => t.state === s) + if (bars.length === 0) { + continue + } + const starts = bars.map((b) => b.datetime_start ?? new Date()) + const completes = bars.map((b, i) => b.datetime_complete ?? starts[i]) + const trace: Partial = { + type: "bar", + x: starts.map((s, i) => completes[i].getTime() - s.getTime()), + y: bars.map((b) => b.number), + // @ts-ignore: To suppress ts(2322) + base: starts.map((s) => s.toISOString()), + name: s, + text: bars.map((b) => makeHovertext(b)), + hovertemplate: "%{text}" + s + "", + orientation: "h", + marker: { color: cm[s] }, + textposition: "none", // Avoid drawing hovertext in a bar. + } + traces.push(trace) + } + plotly.react(plotDomId, traces, layout) +} diff --git a/optuna_dashboard_client/web/src/components/Note.tsx b/optuna_dashboard_client/web/src/components/Note.tsx new file mode 100644 index 000000000..19e361731 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/Note.tsx @@ -0,0 +1,585 @@ +import { + Box, + Button, + Card, + CardContent, + CardHeader, + Dialog, + DialogActions, + DialogContent, + DialogContentText, + DialogTitle, + IconButton, + ImageList, + ImageListItem, + ImageListItemBar, + SxProps, + TextField, + Typography, + useTheme, +} from "@mui/material"; +import React, { + FC, + createRef, + useState, + useEffect, + DragEventHandler, + useRef, + MouseEventHandler, + ChangeEventHandler, +} from "react"; +import ReactMarkdown from "react-markdown"; +import remarkGfm from "remark-gfm"; +import remarkMath from "remark-math"; +import rehypeMathjax from "rehype-mathjax"; +import rehypeRaw from "rehype-raw"; +import LoadingButton from "@mui/lab/LoadingButton"; +import SaveIcon from "@mui/icons-material/Save"; +import CloseIcon from "@mui/icons-material/Close"; +import EditIcon from "@mui/icons-material/Edit"; +import { Theme } from "@mui/material/styles"; +import { CodeComponent, ReactMarkdownNames } from "react-markdown/lib/ast-to-react"; +import HtmlIcon from "@mui/icons-material/Html"; +import ModeEditIcon from "@mui/icons-material/ModeEdit"; +import UploadFileIcon from "@mui/icons-material/UploadFile"; +import { Prism as SyntaxHighlighter } from "react-syntax-highlighter"; +import { darcula } from "react-syntax-highlighter/dist/esm/styles/prism"; + +import { actionCreator } from "../action"; +import { useRecoilValue } from "recoil"; +import { artifactIsAvailable, isFileUploading, useArtifacts } from "../state"; + +const placeholder = `## What is this feature for? + +Here you can freely take a note in *(GitHub flavored) Markdown format*. +In addition, **code blocks with syntax highlights** and **formula** are also supported here, as shown below. + +### Code-block with Syntax Highlights + +\`\`\`python +def objective(trial): + x = trial.suggest_float("x", -10, 10) + y = trial.suggest_float("y", -10, 10) + return (x - 5) ** 2 + (y + 5) ** 2 +\`\`\` + +### Formula + +$$ +L = \\frac{1}{2} \\rho v^2 S C_L +$$ +`; + +const CodeBlock: CodeComponent | ReactMarkdownNames = ({ + inline, + className, + children, + ...props +}) => { + const match = /language-(\w+)/.exec(className || ""); + return !inline && match ? ( + + {String(children).replace(/\n$/, "")} + + ) : ( + + {children} + + ); +}; + +export const TrialNote: FC<{ + studyId: number; + trialId: number; + latestNote: Note; + cardSx?: SxProps; +}> = ({ studyId, trialId, latestNote, cardSx }) => { + return ; +}; + +export const StudyNote: FC<{ + studyId: number; + latestNote: Note; + cardSx?: SxProps; +}> = ({ studyId, latestNote, cardSx }) => { + return ; +}; + +const useConfirmCloseDialog = (handleClose: () => void): [() => void, () => React.ReactNode] => { + const theme = useTheme(); + const [open, setOpen] = useState(false); + + const zIndex = theme.zIndex.snackbar - 1; + const openDialog = () => { + setOpen(true); + }; + const renderDialog = () => { + return ( + + Unsaved changes + + Do you want to save or discard your changes? + + + + + + + ); + }; + return [openDialog, renderDialog]; +}; + +export const MarkdownRenderer: FC<{ body: string }> = ({ body }) => ( + , + }} + /> +); + +const MarkdownEditorModal: FC<{ + studyId: number; + trialId?: number; + latestNote: Note; + setEditorUnmount: () => void; +}> = ({ studyId, trialId, latestNote, setEditorUnmount }) => { + const theme = useTheme(); + const action = actionCreator(); + const [openConfirmCloseDialog, renderConfirmCloseDialog] = useConfirmCloseDialog(() => { + setEditorUnmount(); + window.onbeforeunload = null; + }); + + const [saving, setSaving] = useState(false); + const [edited, setEdited] = useState(false); + const [curNote, setCurNote] = useState({ version: 0, body: "" }); + const textAreaRef = createRef(); + const notLatest = latestNote.version > curNote.version; + const artifactEnabled = useRecoilValue(artifactIsAvailable); + + const [previewMarkdown, setPreviewMarkdown] = useState(""); + const [preview, setPreview] = useState(false); + + useEffect(() => { + setCurNote(latestNote); + }, []); + useEffect(() => { + if (edited) { + window.onbeforeunload = (e) => { + e.returnValue = "Are you okay to discard your changes?"; + }; + } else { + window.onbeforeunload = null; + } + }, [edited]); + const handleSave = () => { + const nextVersion = curNote.version + 1; + const newNote = { + version: nextVersion, + body: textAreaRef.current ? textAreaRef.current.value : "", + }; + setSaving(true); + let actionResponse: Promise; + if (trialId === undefined) { + actionResponse = action.saveStudyNote(studyId, newNote); + } else { + actionResponse = action.saveTrialNote(studyId, trialId, newNote); + } + actionResponse + .then(() => { + setCurNote(newNote); + window.onbeforeunload = null; + setEditorUnmount(); + }) + .finally(() => { + setSaving(false); + }); + }; + const handleRefresh = () => { + if (!textAreaRef.current) { + console.log("Unexpectedly, textarea is not found."); + return; + } + textAreaRef.current.value = latestNote.body; + setCurNote(latestNote); + window.onbeforeunload = null; + }; + + const insertTextFromCursorPoint = (text: string) => { + if (textAreaRef.current === null) { + return; + } + const cursorPosition = textAreaRef.current.selectionStart; + const currentBody = textAreaRef.current.value; + textAreaRef.current.value = + currentBody.substring(0, cursorPosition) + + text + + currentBody.substring(cursorPosition, currentBody.length); + setEdited(true); + }; + + // See https://github.com/iamhosseindhv/notistack/issues/231#issuecomment-825924840 + const zIndex = theme.zIndex.snackbar - 2; + + return ( + + { + setPreview(!preview); + setPreviewMarkdown(textAreaRef.current ? textAreaRef.current.value : ""); + }} + > + {preview ? : } + + } + title="Markdown Editor" + /> + + + + + { + const cur = textAreaRef.current ? textAreaRef.current.value : ""; + if (edited !== (cur !== curNote.body)) { + setEdited(cur !== curNote.body); + } + }} + /> + {artifactEnabled && trialId !== undefined && ( + + )} + + + {notLatest && !saving && ( + <> + + The text you are editing has updated. Do you want to discard your changes and refresh + the textarea? + + + + )} + + + } + variant="contained" + disabled={!edited || notLatest} + sx={{ marginLeft: theme.spacing(1) }} + > + Save + + + {renderConfirmCloseDialog()} + + ); +}; + +const ArtifactUploader: FC<{ + studyId: number; + trialId: number; + insert: (text: string) => void; +}> = ({ studyId, trialId, insert }) => { + const theme = useTheme(); + const action = actionCreator(); + + const uploading = useRecoilValue(isFileUploading); + const artifacts = useArtifacts(studyId, trialId); + const [dragOver, setDragOver] = useState(false); + const [selectedArtifactId, setSelectedArtifactId] = useState(""); + + const inputRef = useRef(null); + const handleClick: MouseEventHandler = () => { + if (!inputRef || !inputRef.current) { + return; + } + inputRef.current.click(); + }; + const handleOnChange: ChangeEventHandler = (e) => { + const files = e.target.files; + if (files === null) { + return; + } + action.uploadArtifact(studyId, trialId, files[0]); + }; + + const handleDrop: DragEventHandler = (e) => { + e.stopPropagation(); + e.preventDefault(); + const file = e.dataTransfer.files[0]; + setDragOver(false); + action.uploadArtifact(studyId, trialId, file); + }; + + const handleDragOver: DragEventHandler = (e) => { + e.stopPropagation(); + e.preventDefault(); + e.dataTransfer.dropEffect = "copy"; + setDragOver(true); + }; + + const handleDragLeave: DragEventHandler = (e) => { + e.stopPropagation(); + e.preventDefault(); + e.dataTransfer.dropEffect = "copy"; + setDragOver(false); + }; + + return ( + + + Image + + } + onClick={handleClick} + variant="outlined" + > + Upload + + + + {dragOver && ( + + + Upload a New Image + + Drag your file here. + + + )} + + {artifacts + .filter((a) => a.mimetype.startsWith("image")) + .map((a) => ( + { + if (selectedArtifactId === a.artifact_id) { + setSelectedArtifactId(""); + } else { + setSelectedArtifactId(a.artifact_id); + } + }} + sx={{ + border: + selectedArtifactId === a.artifact_id + ? `2px solid ${theme.palette.primary.main}` + : "none", + }} + > + + + + ))} + + + + + ); +}; + +const NoteBase: FC<{ + studyId: number; + trialId?: number; + latestNote: Note; + cardSx?: SxProps; +}> = ({ studyId, trialId, latestNote, cardSx }) => { + const theme = useTheme(); + const [editorMounted, setEditorMounted] = useState(false); + + const defaultBody = ""; + return ( + + + + { + setEditorMounted(true); + }} + > + + + + {editorMounted && ( + { + setEditorMounted(false); + }} + /> + )} + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/PlotlyDarkMode.ts b/optuna_dashboard_client/web/src/components/PlotlyDarkMode.ts new file mode 100644 index 000000000..8dd3e041b --- /dev/null +++ b/optuna_dashboard_client/web/src/components/PlotlyDarkMode.ts @@ -0,0 +1,8 @@ +import * as plotly from "plotly.js-dist-min" + +// Following template is extracted from the sdist of plotly Python library. +// See https://github.com/plotly/plotly.py/blob/v5.6.0/packages/python/plotly/templategen/__init__.py and +// https://github.com/plotly/plotly.py/blob/v5.6.0/packages/python/plotly/templategen/definitions.py + +//@ts-ignore +export const plotlyDarkTemplate: Partial = 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diff --git a/optuna_dashboard_client/web/src/components/PreferenceHistory.tsx b/optuna_dashboard_client/web/src/components/PreferenceHistory.tsx new file mode 100644 index 000000000..6aa673170 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/PreferenceHistory.tsx @@ -0,0 +1,287 @@ +import React, { FC, useState } from "react" +import { + Typography, + Box, + useTheme, + Card, + CardContent, + CardActions, +} from "@mui/material" +import ClearIcon from "@mui/icons-material/Clear" +import IconButton from "@mui/material/IconButton" +import OpenInFullIcon from "@mui/icons-material/OpenInFull" +import RestoreFromTrashIcon from "@mui/icons-material/RestoreFromTrash" +import DeleteIcon from "@mui/icons-material/Delete" +import Modal from "@mui/material/Modal" +import { red } from "@mui/material/colors" + +import { TrialListDetail } from "./TrialList" +import { getArtifactUrlPath } from "./PreferentialTrials" +import { formatDate } from "../dateUtil" +import { actionCreator } from "../action" +import { useStudyDetailValue } from "../state" +import { PreferentialOutputComponent } from "./PreferentialOutputComponent" + +type TrialType = "worst" | "none" + +const CandidateTrial: FC<{ + trial: Trial + type: TrialType +}> = ({ trial, type }) => { + const theme = useTheme() + const trialWidth = 300 + const trialHeight = 300 + const studyDetail = useStudyDetailValue(trial.study_id) + const [detailShown, setDetailShown] = useState(false) + + if (studyDetail === null) { + return null + } + const componentType = studyDetail.feedback_component_type + const artifactId = + componentType.output_type === "artifact" + ? trial.user_attrs.find((a) => a.key === componentType.artifact_key) + ?.value + : undefined + const artifact = trial.artifacts.find((a) => a.artifact_id === artifactId) + const urlPath = + artifactId !== undefined + ? getArtifactUrlPath(trial.study_id, trial.trial_id, artifactId) + : "" + + const cardComponentSx = { + padding: 0, + position: "relative", + overflow: "hidden", + "::before": {}, + } + if (type !== "none") { + cardComponentSx["::before"] = { + content: '""', + position: "absolute", + top: 0, + left: 0, + width: "100%", + height: "100%", + backgroundColor: theme.palette.mode === "dark" ? "white" : "black", + opacity: 0.2, + zIndex: 1, + transition: "opacity 0.3s ease-out", + } + } + + return ( + + + Trial {trial.number} + setDetailShown(true)} + aria-label="show detail" + > + + + + + + + + + {type === "worst" ? ( + + ) : null} + + setDetailShown(false)}> + + + false} + directions={[]} + objectiveNames={[]} + /> + + + + + ) +} + +const ChoiceTrials: FC<{ + choice: PreferenceHistory + trials: Trial[] + studyId: number +}> = ({ choice, trials, studyId }) => { + const [isRemoved, setRemoved] = useState(choice.is_removed) + const theme = useTheme() + const worst_trials = new Set([choice.clicked]) + const action = actionCreator() + + return ( + + + + {formatDate(choice.timestamp)} + + {choice.is_removed ? ( + { + setRemoved(false) + action.restorePreferentialHistory(studyId, choice.id) + }} + sx={{ + margin: `auto ${theme.spacing(2)}`, + }} + > + + + ) : ( + { + setRemoved(true) + action.removePreferentialHistory(studyId, choice.id) + }} + sx={{ + margin: `auto ${theme.spacing(2)}`, + }} + > + + + )} + + + {choice.candidates.map((trial_num, index) => ( + + ))} + + + ) +} + +export const PreferenceHistory: FC<{ studyDetail: StudyDetail | null }> = ({ + studyDetail, +}) => { + if ( + studyDetail === null || + !studyDetail.is_preferential || + studyDetail.preference_history === undefined + ) { + return null + } + const theme = useTheme() + const preference_histories = [...studyDetail.preference_history] + + if (preference_histories.length === 0) { + return ( + + No feedback history + + ) + } + + return ( + + {preference_histories.reverse().map((choice) => ( + + ))} + + ) +} diff --git a/optuna_dashboard_client/web/src/components/PreferentialAnalytics.tsx b/optuna_dashboard_client/web/src/components/PreferentialAnalytics.tsx new file mode 100644 index 000000000..d8623f976 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/PreferentialAnalytics.tsx @@ -0,0 +1,68 @@ +import React, { FC } from "react" +import { + Box, + Card, + CardContent, + Paper, + Typography, + useTheme, +} from "@mui/material" +import Grid2 from "@mui/material/Unstable_Grid2" +import { DataGrid, DataGridColumn } from "./DataGrid" +import { BestTrialsCard } from "./BestTrialsCard" +import { useStudyDetailValue, useStudySummaryValue } from "../state" +import { Contour } from "./GraphContour" + +export const PreferentialAnalytics: FC<{ studyId: number }> = ({ studyId }) => { + const theme = useTheme() + const studySummary = useStudySummaryValue(studyId) + const studyDetail = useStudyDetailValue(studyId) + + const userAttrs = studySummary?.user_attrs || studyDetail?.user_attrs || [] + const userAttrColumns: DataGridColumn[] = [ + { field: "key", label: "Key", sortable: true }, + { field: "value", label: "Value", sortable: true }, + ] + return ( + + + + + + + + + + + + + + + Study User Attributes + + + columns={userAttrColumns} + rows={userAttrs} + keyField={"key"} + dense={true} + initialRowsPerPage={5} + rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} + /> + + + + + + ) +} diff --git a/optuna_dashboard_client/web/src/components/PreferentialGraph.tsx b/optuna_dashboard_client/web/src/components/PreferentialGraph.tsx new file mode 100644 index 000000000..9c152a9ec --- /dev/null +++ b/optuna_dashboard_client/web/src/components/PreferentialGraph.tsx @@ -0,0 +1,304 @@ +import React, { FC, useState, useCallback, useEffect } from "react" +import { + Card, + CardContent, + useTheme, + Typography, + Box, + Chip, +} from "@mui/material" +import ReactFlow, { + Node, + NodeProps, + NodeTypes, + Edge, + DefaultEdgeOptions, + applyNodeChanges, + OnNodesChange, + MiniMap, + Position, + Handle, +} from "reactflow" +import "reactflow/dist/style.css" +import ELK from "elkjs/lib/elk.bundled.js" +import { ElkNode } from "elkjs/lib/elk-api.js" + +import { useStudyDetailValue } from "../state" +import { getArtifactUrlPath } from "./PreferentialTrials" +import { PreferentialOutputComponent } from "./PreferentialOutputComponent" + +const elk = new ELK() +const nodeWidth = 400 +const nodeHeight = 300 +const nodeMargin = 60 + +type NodeData = { + trial?: Trial + isBest: boolean +} +const GraphNode: FC> = ({ data, isConnectable }) => { + const theme = useTheme() + const trial = data.trial + if (trial === undefined) { + return null + } + const studyDetail = useStudyDetailValue(trial.study_id) + const componentType = studyDetail?.feedback_component_type + if (componentType === undefined) { + return null + } + const artifactId = + componentType.output_type === "artifact" + ? trial.user_attrs.find((a) => a.key === componentType.artifact_key) + ?.value + : undefined + const artifact = trial.artifacts.find((a) => a.artifact_id === artifactId) + const urlPath = + artifactId !== undefined + ? getArtifactUrlPath(trial.study_id, trial.trial_id, artifactId) + : "" + + return ( + + + Trial {trial.number} + {data.isBest && ( + + )} + + + + + + + + ) +} + +const nodeTypes: NodeTypes = { + note: GraphNode, +} +const defaultEdgeOptions: DefaultEdgeOptions = { + animated: true, +} + +const reductionPreference = ( + input_preferences: [number, number][] +): [number, number][] => { + const preferences: [number, number][] = [] + let n = 0 + for (const [source, target] of input_preferences) { + if ( + preferences.find((p) => p[0] === source && p[1] === target) !== + undefined || + input_preferences.find((p) => p[0] === target && p[1] === source) !== + undefined + ) { + continue + } + n = Math.max(n - 1, source, target) + 1 + preferences.push([source, target]) + } + if (n === 0) { + return [] + } + const graph: number[][] = Array.from({ length: n }, () => []) + const reverseGraph: number[][] = Array.from({ length: n }, () => []) + const degree: number[] = Array.from({ length: n }, () => 0) + for (const [source, target] of preferences) { + graph[source].push(target) + reverseGraph[target].push(source) + degree[target]++ + } + const topologicalOrder: number[] = [] + const q: number[] = [] + for (let i = 0; i < n; i++) { + if (degree[i] === 0) { + q.push(i) + } + } + while (q.length > 0) { + const v = q.pop() + if (v === undefined) break + topologicalOrder.push(v) + graph[v].forEach((u) => { + degree[u]-- + if (degree[u] === 0) { + q.push(u) + } + }) + } + if (topologicalOrder.length !== n) { + console.error("cycle detected") + return preferences + } + + const response: [number, number][] = [] + const descendants: Set[] = Array.from( + { length: n }, + () => new Set() + ) + topologicalOrder.reverse().forEach((v) => { + const descendant = new Set([v]) + graph[v].forEach((u) => { + descendants[u].forEach((d) => descendant.add(d)) + }) + graph[v].forEach((u) => { + if (reverseGraph[u].filter((d) => descendant.has(d)).length === 1) { + response.push([v, u]) + } + }) + descendants[v] = descendant + }) + return response +} + +export const PreferentialGraph: FC<{ + studyDetail: StudyDetail | null +}> = ({ studyDetail }) => { + const theme = useTheme() + const [nodes, setNodes] = useState([]) + const [edges, setEdges] = useState([]) + const onNodesChange: OnNodesChange = useCallback( + (changes) => setNodes((nds) => applyNodeChanges(changes, nds)), + [setNodes] + ) + + useEffect(() => { + if (studyDetail === null) return + if (!studyDetail.is_preferential || studyDetail.preferences === undefined) + return + const preferences = reductionPreference(studyDetail.preferences) + const trialNodes = Array.from(new Set(preferences.flat())) + const graph: ElkNode = { + id: "root", + layoutOptions: { + "elk.algorithm": "layered", + "elk.direction": "DOWN", + "elk.layered.spacing.nodeNodeBetweenLayers": nodeMargin.toString(), + "elk.spacing.nodeNode": nodeMargin.toString(), + }, + children: trialNodes.map((trial) => ({ + id: `${trial}`, + targetPosition: "top", + sourcePosition: "bottom", + width: nodeWidth, + height: nodeHeight, + })), + edges: preferences.map(([source, target]) => ({ + id: `e${source}-${target}`, + sources: [`${source}`], + targets: [`${target}`], + })), + } + elk + .layout(graph) + .then((layoutedGraph) => { + setNodes( + layoutedGraph.children?.map((node, index) => { + const trial = studyDetail.trials[trialNodes[index]] + return { + id: `${trial.number}`, + type: "note", + data: { + label: `Trial ${trial.number}`, + trial: trial, + isBest: + studyDetail.best_trials.find( + (t) => t.number === trial.number + ) !== undefined, + }, + position: { + x: node.x ?? 0, + y: node.y ?? 0, + }, + style: { + width: nodeWidth, + height: nodeHeight, + padding: 0, + }, + deletable: false, + connectable: false, + draggable: false, + } + }) ?? [] + ) + }) + .catch(console.error) + setEdges( + preferences.map((p) => { + return { + id: `e${p[0]}-${p[1]}`, + source: `${p[0]}`, + target: `${p[1]}`, + style: { stroke: theme.palette.text.primary }, + } as Edge + }) ?? [] + ) + }, [studyDetail, theme.palette.text.primary]) + + if (studyDetail === null || !studyDetail.is_preferential) { + return null + } + return ( + + + + ) +} diff --git a/optuna_dashboard_client/web/src/components/PreferentialOutputComponent.tsx b/optuna_dashboard_client/web/src/components/PreferentialOutputComponent.tsx new file mode 100644 index 000000000..f1598a2e5 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/PreferentialOutputComponent.tsx @@ -0,0 +1,26 @@ +import React, { FC, useMemo } from "react" +import { ArtifactCardMedia } from "./ArtifactCardMedia" +import { MarkdownRenderer } from "./Note" + +export const PreferentialOutputComponent: FC<{ + trial: Trial + artifact?: Artifact + componentType: FeedbackComponentType + urlPath: string +}> = ({ trial, artifact, componentType, urlPath }) => { + const note = useMemo(() => { + return + }, [trial.note.body]) + if (componentType === undefined || componentType.output_type === "note") { + return note + } + if (componentType.output_type === "artifact") { + if (artifact === undefined) { + return null + } + return ( + + ) + } + return null +} diff --git a/optuna_dashboard_client/web/src/components/PreferentialTrials.tsx b/optuna_dashboard_client/web/src/components/PreferentialTrials.tsx new file mode 100644 index 000000000..a42b45650 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/PreferentialTrials.tsx @@ -0,0 +1,577 @@ +import React, { FC, useEffect, useState } from "react"; +import { + Typography, + Box, + useTheme, + Card, + CardContent, + CardActions, + Button, + MenuItem, + Select, + FormControl, + FormLabel, + Modal, + CircularProgress, + Dialog, + DialogTitle, + DialogContent, + DialogActions, +} from "@mui/material"; +import IconButton from "@mui/material/IconButton"; +import OpenInFullIcon from "@mui/icons-material/OpenInFull"; +import ReplayIcon from "@mui/icons-material/Replay"; +import { red } from "@mui/material/colors"; +import UndoIcon from "@mui/icons-material/Undo"; +import ClearIcon from "@mui/icons-material/Clear"; +import SettingsIcon from "@mui/icons-material/Settings"; +import FullscreenIcon from "@mui/icons-material/Fullscreen"; + +import { actionCreator } from "../action"; +import { TrialListDetail } from "./TrialList"; +import { isThreejsArtifact, useThreejsArtifactModal } from "./ThreejsArtifactViewer"; +import { PreferentialOutputComponent } from "./PreferentialOutputComponent"; + +const SettingsPage: FC<{ + studyDetail: StudyDetail; + settingShown: boolean; + setSettingShown: (flag: boolean) => void; +}> = ({ studyDetail, settingShown, setSettingShown }) => { + const actions = actionCreator(); + const [outputComponentType, setOutputComponentType] = useState( + studyDetail.feedback_component_type.output_type + ); + const [artifactKey, setArtifactKey] = useState( + studyDetail.feedback_component_type.output_type === "artifact" + ? studyDetail.feedback_component_type.artifact_key + : undefined + ); + useEffect(() => { + setOutputComponentType(studyDetail.feedback_component_type.output_type); + }, [studyDetail.feedback_component_type.output_type]); + useEffect(() => { + if (studyDetail.feedback_component_type.output_type === "artifact") { + setArtifactKey(studyDetail.feedback_component_type.artifact_key); + } + }, [ + studyDetail.feedback_component_type.output_type === "artifact" + ? studyDetail.feedback_component_type.artifact_key + : undefined, + ]); + const onClose = () => { + setSettingShown(false); + }; + const onApply = () => { + setSettingShown(false); + const outputComponent: FeedbackComponentType = + outputComponentType === "note" + ? ({ output_type: "note" } as FeedbackComponentNote) + : ({ + output_type: "artifact", + artifact_key: artifactKey, + } as FeedbackComponentArtifact); + actions.updateFeedbackComponent(studyDetail.id, outputComponent); + }; + + return ( + + Settings + + + Output Component: + + + {outputComponentType === "artifact" ? ( + + + User Attribute Key Corresponding to Output Artifact Id: + + + + ) : null} + + + + + + + ); +}; + +const isComparisonReady = (trial: Trial, componentType: FeedbackComponentType): boolean => { + if (componentType === undefined || componentType.output_type === "note") { + return trial.note.body !== ""; + } + if (componentType.output_type === "artifact") { + const artifactId = trial?.user_attrs.find((a) => a.key === componentType.artifact_key)?.value; + const artifact = trial?.artifacts.find((a) => a.artifact_id === artifactId); + return artifact !== undefined; + } + return false; +}; + +export const getArtifactUrlPath = ( + studyId: number, + trialId: number, + artifactId: string +): string => { + return `${import.meta.env.VITE_API_ENDPOINT}/artifacts/${studyId}/${trialId}/${artifactId}`; +}; + +const PreferentialTrial: FC<{ + trial?: Trial; + studyDetail: StudyDetail; + candidates: number[]; + hideTrial: () => void; + openDetailTrial: () => void; + openThreejsArtifactModal: (urlPath: string, artifact: Artifact) => void; +}> = ({ trial, studyDetail, candidates, hideTrial, openDetailTrial, openThreejsArtifactModal }) => { + const theme = useTheme(); + const action = actionCreator(); + const [buttonHover, setButtonHover] = useState(false); + const trialWidth = 400; + const trialHeight = 300; + const componentType = studyDetail.feedback_component_type; + const artifactId = + componentType.output_type === "artifact" + ? trial?.user_attrs.find((a) => a.key === componentType.artifact_key)?.value + : undefined; + const artifact = trial?.artifacts.find((a) => a.artifact_id === artifactId); + const urlPath = + trial !== undefined && artifactId !== undefined + ? getArtifactUrlPath(studyDetail.id, trial?.trial_id, artifactId) + : ""; + const is3dModel = + componentType.output_type === "artifact" && + artifact !== undefined && + isThreejsArtifact(artifact); + + if (trial === undefined) { + return ( + + ); + } + + const onFeedback = () => { + hideTrial(); + action.updatePreference(trial.study_id, candidates, trial.number); + }; + const isReady = isComparisonReady(trial, componentType); + + return ( + + + + Trial {trial.number} + {componentType.output_type === "artifact" && artifact !== undefined ? ( + + {`(${artifact.filename})`} + + ) : null} + + {is3dModel ? ( + { + openThreejsArtifactModal(urlPath, artifact); + }} + > + + + ) : null} + { + hideTrial(); + action.skipPreferentialTrial(trial.study_id, trial.trial_id); + }} + aria-label="skip trial" + > + + + + + + + { + if (e.shiftKey) onFeedback(); + }} + sx={{ + position: "relative", + padding: theme.spacing(2), + overflow: "hidden", + minHeight: theme.spacing(20), + }} + > + {isReady ? ( + <> + + + + + ) : ( + + )} + + + + ); +}; + +type DisplayTrials = { + display: number[]; + clicked: number[]; +}; + +export const PreferentialTrials: FC<{ studyDetail: StudyDetail | null }> = ({ studyDetail }) => { + const theme = useTheme(); + const action = actionCreator(); + const [undoHistoryFlag, setUndoHistoryFlag] = useState(false); + const [openThreejsArtifactModal, renderThreejsArtifactModal] = useThreejsArtifactModal(); + const [displayTrials, setDisplayTrials] = useState({ + display: [], + clicked: [], + }); + const [settingShown, setSettingShown] = useState(false); + const [detailTrial, setDetailTrial] = useState(null); + + if (studyDetail === null || !studyDetail.is_preferential) { + return null; + } + + const hiddenTrials = new Set( + studyDetail.preference_history + ?.filter((h) => !h.is_removed) + .map((p) => p.clicked) + .concat(studyDetail.skipped_trial_numbers) ?? [] + ); + const activeTrials = studyDetail.trials.filter( + (t) => (t.state === "Running" || t.state === "Complete") && !hiddenTrials.has(t.number) + ); + const newTrials = activeTrials.filter( + (t) => !displayTrials.display.includes(t.number) && !displayTrials.clicked.includes(t.number) + ); + const deleteTrials = displayTrials.display.filter( + (t) => t !== -1 && !activeTrials.map((t) => t.number).includes(t) + ); + if (newTrials.length > 0 || deleteTrials.length > 0) { + setDisplayTrials((prev) => { + const display = [...prev.display].map((t) => (deleteTrials.includes(t) ? -1 : t)); + const clicked = [...prev.clicked]; + newTrials.map((t) => { + const index = display.findIndex((n) => n === -1); + if (index === -1) { + display.push(t.number); + clicked.push(-1); + } else { + display[index] = t.number; + } + }); + return { + display: display, + clicked: clicked, + }; + }); + } + + const hideTrial = (num: number) => { + setDisplayTrials((prev) => { + const index = prev.display.findIndex((n) => n === num); + if (index === -1) { + return prev; + } + const display = [...prev.display]; + const clicked = [...prev.clicked]; + display[index] = -1; + clicked[index] = num; + return { + display: display, + clicked: clicked, + }; + }); + }; + const visibleTrial = (num: number) => { + setDisplayTrials((prev) => { + const index = prev.clicked.findIndex((n) => n === num); + if (index === -1) { + return prev; + } + const clicked = [...prev.clicked]; + clicked[index] = -1; + return { + display: prev.display, + clicked: clicked, + }; + }); + }; + const latestHistoryId = + studyDetail?.preference_history?.filter((h) => !h.is_removed).pop()?.id ?? null; + + return ( + + + + Which trial is the worst? + + + + + + + + {displayTrials.display.map((t, index) => { + const trial = activeTrials.find((trial) => trial.number === t); + const candidates = displayTrials.display.filter( + (n) => + n !== -1 && + isComparisonReady(studyDetail.trials[n], studyDetail.feedback_component_type) + ); + return ( + hideTrial(t)} + openDetailTrial={() => setDetailTrial(t)} + openThreejsArtifactModal={openThreejsArtifactModal} + /> + ); + })} + + + {detailTrial !== null && ( + setDetailTrial(null)}> + + + setDetailTrial(null)} + > + + + + studyDetail.trials.find((t) => t.trial_id === trialId)?.state === "Complete" ?? + false + } + directions={[]} + objectiveNames={[]} + /> + + + + )} + {renderThreejsArtifactModal()} + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/RenameStudyDialog.tsx b/optuna_dashboard_client/web/src/components/RenameStudyDialog.tsx new file mode 100644 index 000000000..9e578a882 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/RenameStudyDialog.tsx @@ -0,0 +1,102 @@ +import React, { ReactNode, useState } from "react" +import { + Dialog, + DialogTitle, + DialogContent, + DialogContentText, + Button, + DialogActions, + useTheme, +} from "@mui/material" +import { actionCreator } from "../action" +import { DebouncedInputTextField } from "./Debounce" + +export const useRenameStudyDialog = ( + studies: StudySummary[] +): [(studyId: number, studyName: string) => void, () => ReactNode] => { + const action = actionCreator() + const theme = useTheme() + + const [openRenameStudyDialog, setOpenRenameStudyDialog] = useState(false) + const [renameStudyID, setRenameStudyID] = useState(-1) + const [prevStudyName, setPrevStudyName] = useState("") + const [newStudyName, setNewStudyName] = useState("") + + const newStudyNameAlreadyUsed = studies.some( + (v) => v.study_name === newStudyName + ) + + const handleCloseRenameStudyDialog = () => { + setOpenRenameStudyDialog(false) + setRenameStudyID(-1) + setPrevStudyName("") + } + + const handleRenameStudy = () => { + action.renameStudy(renameStudyID, newStudyName) + setOpenRenameStudyDialog(false) + setRenameStudyID(-1) + setPrevStudyName("") + } + + const openDialog = (studyId: number, prevStudyName: string) => { + setRenameStudyID(studyId) + setPrevStudyName(prevStudyName) + setOpenRenameStudyDialog(true) + } + + const renderRenameStudyDialog = () => { + return ( + { + handleCloseRenameStudyDialog() + }} + aria-labelledby="rename-study-dialog-title" + > + + Rename "{prevStudyName}" + + + + Please note that the study_id will be changed because this function + internally creates a new study and copies all trials to it. + + + Please enter the new study name. + + { + setNewStudyName(s) + }} + delay={500} + textFieldProps={{ + autoFocus: true, + fullWidth: true, + error: newStudyNameAlreadyUsed, + helperText: newStudyNameAlreadyUsed + ? `"${newStudyName}" is already used` + : "", + label: "Study name", + type: "text", + }} + /> + + + + + + + ) + } + return [openDialog, renderRenameStudyDialog] +} diff --git a/optuna_dashboard_client/web/src/components/StudyDetail.tsx b/optuna_dashboard_client/web/src/components/StudyDetail.tsx new file mode 100644 index 000000000..39368aeb1 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/StudyDetail.tsx @@ -0,0 +1,203 @@ +import React, { FC, useEffect, useMemo } from "react"; +import { useRecoilValue } from "recoil"; +import { Link, useParams } from "react-router-dom"; +import { Box, Card, CardContent, Typography, useTheme, IconButton } from "@mui/material"; +import Grid2 from "@mui/material/Unstable_Grid2"; +import ChevronRightIcon from "@mui/icons-material/ChevronRight"; +import HomeIcon from "@mui/icons-material/Home"; + +import { StudyNote } from "./Note"; +import { actionCreator } from "../action"; +import { + reloadIntervalState, + useStudyDetailValue, + useStudyIsPreferencial, + useStudyName, +} from "../state"; +import { TrialTable } from "./TrialTable"; +import { AppDrawer, PageId } from "./AppDrawer"; +import { GraphParallelCoordinate } from "./GraphParallelCoordinate"; +import { Contour } from "./GraphContour"; +import { GraphSlice } from "./GraphSlice"; +import { GraphEdf } from "./GraphEdf"; +import { TrialList } from "./TrialList"; +import { StudyHistory } from "./StudyHistory"; +import { PreferentialTrials } from "./PreferentialTrials"; +import { PreferenceHistory } from "./PreferenceHistory"; +import { PreferentialAnalytics } from "./PreferentialAnalytics"; +import { PreferentialGraph } from "./PreferentialGraph"; + +interface ParamTypes { + studyId: string; +} + +export const useURLVars = (): number => { + const { studyId } = useParams(); + + return useMemo(() => parseInt(studyId, 10), [studyId]); +}; + +export const StudyDetail: FC<{ + toggleColorMode: () => void; + page: PageId; +}> = ({ toggleColorMode, page }) => { + const theme = useTheme(); + const action = actionCreator(); + const studyId = useURLVars(); + const studyDetail = useStudyDetailValue(studyId); + const reloadInterval = useRecoilValue(reloadIntervalState); + const studyName = useStudyName(studyId); + const isPreferential = useStudyIsPreferencial(studyId); + + const title = studyName !== null ? `${studyName} (id=${studyId})` : `Study #${studyId}`; + + useEffect(() => { + action.loadReloadInterval(); + action.updateStudyDetail(studyId); + action.updateAPIMeta(); + }, []); + + useEffect(() => { + if (reloadInterval < 0) { + return; + } + const nTrials = studyDetail ? studyDetail.trials.length : 0; + let interval = reloadInterval * 1000; + + // For Human-in-the-loop Optimization, the interval is set to 2 seconds + // when the number of trials is small, and the page is "trialList" or top page of preferential. + if ((!isPreferential && page === "trialList") || (isPreferential && page === "top")) { + if (nTrials < 100) { + interval = 2000; + } else if (nTrials < 500) { + interval = 5000; + } + } + + const intervalId = setInterval(function () { + action.updateStudyDetail(studyId); + }, interval); + return () => clearInterval(intervalId); + }, [reloadInterval, studyDetail, page]); + + let content = null; + if (page === "top") { + content = isPreferential ? ( + + ) : ( + + ); + } else if (page === "analytics") { + content = isPreferential ? ( + + ) : ( + + + Hyperparameter Relationships + + + + + + + + + + + + + + + + + + Empirical Distribution of the Objective Value + + + {studyDetail !== null + ? studyDetail.directions.map((d, i) => ( + + + + + + + + )) + : null} + + + ); + } else if (page === "trialTable") { + content = ( + + + + + + ); + } else if (page === "trialList") { + content = ; + } else if (page === "note" && studyDetail !== null) { + content = ( + + + Note + + + + ); + } else if (page === "graph") { + content = ( + + + + ); + } else if (page == "preferenceHistory") { + content = ; + } + + const toolbar = ( + <> + + + + + + {title} + + + ); + + return ( + + + {content} + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/StudyHistory.tsx b/optuna_dashboard_client/web/src/components/StudyHistory.tsx new file mode 100644 index 000000000..907acd1ac --- /dev/null +++ b/optuna_dashboard_client/web/src/components/StudyHistory.tsx @@ -0,0 +1,172 @@ +import React, { FC, useState } from "react" +import { + Box, + Card, + CardContent, + FormControl, + Switch, + Typography, + useTheme, +} from "@mui/material" +import { GraphParetoFront } from "./GraphParetoFront" +import { GraphHistory } from "./GraphHistory" +import { GraphTimeline } from "./GraphTimeline" +import { GraphIntermediateValues } from "./GraphIntermediateValues" +import Grid2 from "@mui/material/Unstable_Grid2" +import { DataGrid, DataGridColumn } from "./DataGrid" +import { GraphHyperparameterImportance } from "./GraphHyperparameterImportances" +import { UserDefinedPlot } from "./UserDefinedPlot" +import { BestTrialsCard } from "./BestTrialsCard" +import { + useStudyDetailValue, + useStudyDirections, + useStudySummaryValue, +} from "../state" +import FormControlLabel from "@mui/material/FormControlLabel" + +export const StudyHistory: FC<{ studyId: number }> = ({ studyId }) => { + const theme = useTheme() + const directions = useStudyDirections(studyId) + const studySummary = useStudySummaryValue(studyId) + const studyDetail = useStudyDetailValue(studyId) + const [logScale, setLogScale] = useState(false) + const [includePruned, setIncludePruned] = useState(true) + + const handleLogScaleChange = () => { + setLogScale(!logScale) + } + + const handleIncludePrunedChange = () => { + setIncludePruned(!includePruned) + } + + const userAttrs = studySummary?.user_attrs || studyDetail?.user_attrs || [] + const userAttrColumns: DataGridColumn[] = [ + { field: "key", label: "Key", sortable: true }, + { field: "value", label: "Value", sortable: true }, + ] + const trials: Trial[] = studyDetail?.trials || [] + return ( + + + + } + label="Log y scale" + /> + + } + label="Include PRUNED trials" + /> + + {directions !== null && directions.length > 1 ? ( + + + + + + ) : null} + + + + + + + {studyDetail !== null && + studyDetail.directions.length == 1 && + studyDetail.has_intermediate_values ? ( + + + + ) : null} + + + + + + + {studyDetail !== null && + studyDetail.plotly_graph_objects.map((go) => ( + + + + + + + + ))} + + + + + + + + Study User Attributes + + + columns={userAttrColumns} + rows={userAttrs} + keyField={"key"} + dense={true} + initialRowsPerPage={5} + rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} + /> + + + + + + ) +} diff --git a/optuna_dashboard_client/web/src/components/StudyList.tsx b/optuna_dashboard_client/web/src/components/StudyList.tsx new file mode 100644 index 000000000..de9a0cd9a --- /dev/null +++ b/optuna_dashboard_client/web/src/components/StudyList.tsx @@ -0,0 +1,247 @@ +import React, { FC, useEffect, useMemo, useState } from "react"; +import { useNavigate, useLocation } from "react-router-dom"; +import { useRecoilValue } from "recoil"; +import { Link } from "react-router-dom"; +import { + Typography, + Container, + Card, + CardActionArea, + Box, + Button, + IconButton, + MenuItem, + useTheme, + InputAdornment, + SvgIcon, + CardContent, + TextField, + CardActions, +} from "@mui/material"; +import { Delete, Refresh, Search } from "@mui/icons-material"; +import SortIcon from "@mui/icons-material/Sort"; +import HomeIcon from "@mui/icons-material/Home"; +import AddBoxIcon from "@mui/icons-material/AddBox"; +import CompareIcon from "@mui/icons-material/Compare"; +import DriveFileRenameOutlineIcon from "@mui/icons-material/DriveFileRenameOutline"; + +import { actionCreator } from "../action"; +import { DebouncedInputTextField } from "./Debounce"; +import { studySummariesState } from "../state"; +import { styled } from "@mui/system"; +import { AppDrawer } from "./AppDrawer"; +import { useCreateStudyDialog } from "./CreateStudyDialog"; +import { useDeleteStudyDialog } from "./DeleteStudyDialog"; +import { useRenameStudyDialog } from "./RenameStudyDialog"; + +export const StudyList: FC<{ + toggleColorMode: () => void; +}> = ({ toggleColorMode }) => { + const theme = useTheme(); + const action = actionCreator(); + + const [studyFilterText, setStudyFilterText] = React.useState(""); + const studyFilter = (row: StudySummary) => { + const keywords = studyFilterText.split(" "); + return !keywords.every((k) => { + if (k === "") { + return true; + } + return row.study_name.indexOf(k) >= 0; + }); + }; + const studies = useRecoilValue(studySummariesState); + const [openCreateStudyDialog, renderCreateStudyDialog] = useCreateStudyDialog(); + const [openDeleteStudyDialog, renderDeleteStudyDialog] = useDeleteStudyDialog(); + const [openRenameStudyDialog, renderRenameStudyDialog] = useRenameStudyDialog(studies); + + const navigate = useNavigate(); + const useQuery = (): URLSearchParams => { + const { search } = useLocation(); + return useMemo(() => new URLSearchParams(search), [search]); + }; + const query = useQuery(); + const initialSortBy = query.get("studies_order_by") === "desc" ? "desc" : "asc"; + const [sortBy, setSortBy] = useState<"asc" | "desc">(initialSortBy); + + let filteredStudies = studies.filter((s) => !studyFilter(s)); + + if (sortBy === "desc") { + filteredStudies = filteredStudies.reverse(); + } + + useEffect(() => { + action.updateStudySummaries(); + }, []); + + useEffect(() => { + query.set("studies_order_by", sortBy); + navigate(`${location.pathname}?${query.toString()}`, { + replace: true, + }); + }, [sortBy]); + + const Select = styled(TextField)(({ theme }) => ({ + "& .MuiInputBase-input": { + // vertical padding + font size from searchIcon + paddingLeft: `calc(1em + ${theme.spacing(4)})`, + }, + })); + const sortBySelect = ( + + + + + + + ); + + const toolbar = ; + + return ( + + + + + + + { + setStudyFilterText(s); + }} + delay={500} + textFieldProps={{ + fullWidth: true, + id: "search-study", + variant: "outlined", + placeholder: "Search study", + sx: { maxWidth: 500 }, + InputProps: { + startAdornment: ( + + + + + + ), + }, + }} + /> + {sortBySelect} + + + + + + + + + {filteredStudies.map((study) => ( + + + + + {study.study_id}. {study.study_name} + + + {study.is_preferential + ? "Preferential Optimization" + : "Direction: " + + study.directions.map((d) => d.toString().toUpperCase()).join(", ")} + + + + + + { + openRenameStudyDialog(study.study_id, study.study_name); + }} + > + + + { + openDeleteStudyDialog(study.study_id); + }} + > + + + + + ))} + + + + {renderCreateStudyDialog()} + {renderDeleteStudyDialog()} + {renderRenameStudyDialog()} + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/ThreejsArtifactViewer.tsx b/optuna_dashboard_client/web/src/components/ThreejsArtifactViewer.tsx new file mode 100644 index 000000000..3c4e2e01b --- /dev/null +++ b/optuna_dashboard_client/web/src/components/ThreejsArtifactViewer.tsx @@ -0,0 +1,161 @@ +import * as THREE from "three" +import React, { useEffect, useState, ReactNode } from "react" +import { Canvas } from "@react-three/fiber" +import { GizmoHelper, GizmoViewport, OrbitControls } from "@react-three/drei" +import { STLLoader } from "three/examples/jsm/loaders/STLLoader" +import { Rhino3dmLoader } from "three/examples/jsm/loaders/3DMLoader" +import { PerspectiveCamera } from "three" +import { Modal, Box } from "@mui/material" + +export const isThreejsArtifact = (artifact: Artifact): boolean => { + return ( + artifact.filename.endsWith(".stl") || artifact.filename.endsWith(".3dm") + ) +} + +interface ThreejsArtifactViewerProps { + src: string + width: string + height: string + hasGizmo: boolean + filetype: string | undefined +} + +const CustomGizmoHelper: React.FC = () => { + return ( + + + + ) +} + +const calculateBoundingBox = (geometries: THREE.BufferGeometry[]) => { + const boundingBox = new THREE.Box3() + geometries.forEach((geometry) => { + const mesh = new THREE.Mesh(geometry) + boundingBox.expandByObject(mesh) + }) + return boundingBox +} + +export const ThreejsArtifactViewer: React.FC = ( + props +) => { + const [geometry, setGeometry] = useState([]) + const [modelSize, setModelSize] = useState( + new THREE.Vector3(10, 10, 10) + ) + const [cameraSettings, setCameraSettings] = useState( + new THREE.PerspectiveCamera() + ) + + const handleLoadedGeometries = (geometries: THREE.BufferGeometry[]) => { + setGeometry(geometries) + const boundingBox = calculateBoundingBox(geometries) + if (boundingBox !== null) { + const size = boundingBox.getSize(new THREE.Vector3()) + setModelSize(size) + } + } + + useEffect(() => { + if ("stl" === props.filetype) { + const stlLoader = new STLLoader() + stlLoader.load(props.src, (stlGeometries: THREE.BufferGeometry) => { + if (stlGeometries) { + handleLoadedGeometries([stlGeometries]) + } + }) + } else if ("3dm" === props.filetype) { + const loader = new Rhino3dmLoader() + loader.setLibraryPath("https://cdn.jsdelivr.net/npm/rhino3dm@7.15.0/") + loader.load(props.src, (object: THREE.Object3D) => { + const meshes = object.children as THREE.Mesh[] + const rhinoGeometries = meshes.map((mesh) => mesh.geometry) + THREE.Object3D.DEFAULT_UP.set(0, 0, 1) + if (rhinoGeometries.length > 0) { + handleLoadedGeometries(rhinoGeometries) + } + }) + } + const maxModelSize = Math.max(modelSize.x, modelSize.y, modelSize.z) + const cameraSet = new THREE.PerspectiveCamera( + modelSize + ? Math.min( + 45, + Math.atan(modelSize.y / modelSize.z) * (180 / Math.PI) * 2 + ) + : 45, + window.innerWidth / window.innerHeight + ) + cameraSet.position.set(maxModelSize * 2, maxModelSize * 2, maxModelSize * 2) + setCameraSettings(cameraSet) + }, []) + + return ( + + + + + {props.hasGizmo && } + + {geometry.length > 0 && + geometry.map((geo, index) => ( + + + + ))} + + ) +} + +export const useThreejsArtifactModal = (): [ + (path: string, artifact: Artifact) => void, + () => ReactNode +] => { + const [open, setOpen] = useState(false) + const [target, setTarget] = useState<[string, Artifact | null]>(["", null]) + + const openModal = (artifactUrlPath: string, artifact: Artifact) => { + setTarget([artifactUrlPath, artifact]) + setOpen(true) + } + + const renderDeleteStudyDialog = () => { + return ( + { + setOpen(false) + setTarget(["", null]) + }} + > + + + + + ) + } + return [openModal, renderDeleteStudyDialog] +} diff --git a/optuna_dashboard_client/web/src/components/TrialArtifactCards.tsx b/optuna_dashboard_client/web/src/components/TrialArtifactCards.tsx new file mode 100644 index 000000000..2a6867b7e --- /dev/null +++ b/optuna_dashboard_client/web/src/components/TrialArtifactCards.tsx @@ -0,0 +1,206 @@ +import React, { + ChangeEventHandler, + DragEventHandler, + FC, + MouseEventHandler, + useRef, + useState, +} from "react"; +import { + Typography, + Box, + useTheme, + IconButton, + Card, + CardContent, + CardActionArea, +} from "@mui/material"; +import UploadFileIcon from "@mui/icons-material/UploadFile"; +import DownloadIcon from "@mui/icons-material/Download"; +import DeleteIcon from "@mui/icons-material/Delete"; +import FullscreenIcon from "@mui/icons-material/Fullscreen"; + +import { actionCreator } from "../action"; +import { useDeleteArtifactDialog } from "./DeleteArtifactDialog"; +import { useThreejsArtifactModal, isThreejsArtifact } from "./ThreejsArtifactViewer"; +import { ArtifactCardMedia } from "./ArtifactCardMedia"; + +export const TrialArtifactCards: FC<{ trial: Trial }> = ({ trial }) => { + const theme = useTheme(); + const [openDeleteArtifactDialog, renderDeleteArtifactDialog] = useDeleteArtifactDialog(); + const [openThreejsArtifactModal, renderThreejsArtifactModal] = useThreejsArtifactModal(); + + const width = "200px"; + const height = "150px"; + + return ( + <> + + Artifacts + + + {trial.artifacts.map((artifact) => { + const urlPath = `/artifacts/${trial.study_id}/${trial.trial_id}/${artifact.artifact_id}`; + return ( + + + + + {artifact.filename} + + {isThreejsArtifact(artifact) ? ( + { + openThreejsArtifactModal(urlPath, artifact); + }} + > + + + ) : null} + { + openDeleteArtifactDialog(trial.study_id, trial.trial_id, artifact); + }} + > + + + + + + + + ); + })} + + + {renderDeleteArtifactDialog()} + {renderThreejsArtifactModal()} + + ); +}; + +const TrialArtifactUploader: FC<{ + trial: Trial; + width: string; + height: string; +}> = ({ trial, width, height }) => { + const theme = useTheme(); + const action = actionCreator(); + const [dragOver, setDragOver] = useState(false); + + if (trial.state !== "Running" && trial.state !== "Waiting") { + return null; + } + const inputRef = useRef(null); + const handleClick: MouseEventHandler = () => { + if (!inputRef || !inputRef.current) { + return; + } + inputRef.current.click(); + }; + const handleOnChange: ChangeEventHandler = (e) => { + const files = e.target.files; + if (files === null) { + return; + } + action.uploadArtifact(trial.study_id, trial.trial_id, files[0]); + }; + const handleDrop: DragEventHandler = (e) => { + e.stopPropagation(); + e.preventDefault(); + const files = e.dataTransfer.files; + setDragOver(false); + for (let i = 0; i < files.length; i++) { + action.uploadArtifact(trial.study_id, trial.trial_id, files[i]); + } + }; + const handleDragOver: DragEventHandler = (e) => { + e.stopPropagation(); + e.preventDefault(); + e.dataTransfer.dropEffect = "copy"; + setDragOver(true); + }; + const handleDragLeave: DragEventHandler = (e) => { + e.stopPropagation(); + e.preventDefault(); + e.dataTransfer.dropEffect = "copy"; + setDragOver(false); + }; + return ( + + + + + + Upload a New File + + Drag your file here or click to browse. + + + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/TrialFormWidgets.tsx b/optuna_dashboard_client/web/src/components/TrialFormWidgets.tsx new file mode 100644 index 000000000..48d5094f0 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/TrialFormWidgets.tsx @@ -0,0 +1,463 @@ +import React, { FC, ReactNode, useMemo, useState } from "react" +import { + Typography, + Box, + useTheme, + Card, + FormControlLabel, + FormControl, + FormLabel, + Button, + RadioGroup, + Radio, + Slider, + TextField, +} from "@mui/material" +import { DebouncedInputTextField } from "./Debounce" +import { actionCreator } from "../action" +import { useTrialUpdatingValue } from "../state" + +type WidgetState = { + isValid: boolean + value: number | string + render: () => ReactNode +} + +export const TrialFormWidgets: FC<{ + trial: Trial + objectiveNames: string[] + directions: StudyDirection[] + formWidgets?: FormWidgets +}> = ({ trial, objectiveNames, directions, formWidgets }) => { + if ( + formWidgets === undefined || + trial.state === "Pruned" || + trial.state === "Fail" + ) { + return null + } + const theme = useTheme() + const trialNowUpdating = useTrialUpdatingValue(trial.trial_id) + const headerText = + formWidgets.output_type === "user_attr" + ? "Set User Attributes Form" + : directions.length > 1 + ? "Set Objective Values Form" + : "Set Objective Value Form" + const widgetNames = formWidgets.widgets.map((widget, i) => { + if (formWidgets.output_type == "objective") { + if (objectiveNames.at(i) !== undefined) { + return objectiveNames[i] + } + return directions.length == 1 ? "Objective" : `Objective ${i}` + } else if (formWidgets.output_type == "user_attr") { + if (widget.type !== "user_attr" && widget.user_attr_key !== undefined) { + return widget.user_attr_key + } + } + console.error("Must not reach here") + return "Unknown" + }) + + return ( + <> + + {headerText} + + {trial.state === "Running" && !trialNowUpdating ? ( + + ) : ( + + )} + + ) +} + +const UpdatableFormWidgets: FC<{ + trial: Trial + widgetNames: string[] + formWidgets: FormWidgets +}> = ({ trial, widgetNames, formWidgets }) => { + const theme = useTheme() + const action = actionCreator() + + const widgetStates = formWidgets.widgets + .map((w, i) => { + const key = `${formWidgets.output_type}-${i}` + const outputType = formWidgets.output_type + if (w.type === "text") { + return useTextInputWidget(key, outputType, w, widgetNames[i]) + } else if (w.type === "choice") { + return useChoiceWidget(key, outputType, w, widgetNames[i]) + } else if (w.type === "slider") { + return useSliderWidget(key, outputType, w, widgetNames[i]) + } else if (w.type === "user_attr") { + return useUserAttrRefWidget(key, w, widgetNames[i], trial) + } + console.error("Must not reach here") + return undefined + }) + .filter((w): w is WidgetState => w !== undefined) + + const disableSubmit = useMemo( + () => !widgetStates.every((ws) => ws.isValid), + [widgetStates] + ) + + const handleSubmit = (e: React.MouseEvent): void => { + e.preventDefault() + const values = widgetStates.map((ws) => ws.value) + if (formWidgets.output_type == "objective") { + const filtered = values.filter((v): v is number => v !== null) + if (filtered.length !== formWidgets.widgets.length) { + return + } + action.makeTrialComplete(trial.study_id, trial.trial_id, filtered) + } else if (formWidgets.output_type == "user_attr") { + const user_attrs = Object.fromEntries( + formWidgets.widgets.map((widget, i) => [ + widget.user_attr_key, + values[i] !== null ? values[i] : "", + ]) + ) + action.saveTrialUserAttrs(trial.study_id, trial.trial_id, user_attrs) + } + } + + return ( + + + {widgetStates.map((ws) => ws.render())} + + + + + + ) +} + +export const useTextInputWidget = ( + key: string, + widgetType: "user_attr" | "objective", + widget: ObjectiveTextInputWidget, + metricName: string +): WidgetState => { + const theme = useTheme() + const [value, setValue] = useState("") + const isValid = useMemo( + () => + widgetType === "user_attr" + ? value !== "" || widget.optional + : value !== "" && !isNaN(Number(value)), + [widget, value] + ) + + const inputProps = + widgetType === "objective" + ? { + pattern: "[-+]?[0-9]*.?[0-9]+([eE][-+]?[0-9]+)?", + } + : undefined + const helperText = + !widget.optional && value === "" ? `Please input the float number.` : "" + const render = () => ( + + + {metricName} - {widget.description} + + { + if (widgetType === "user_attr") { + setValue(s) + return + } + + const n = Number(s) + if (s.length > 0 && valid && !isNaN(n)) { + setValue(n) + } else { + setValue("") + } + }} + delay={500} + textFieldProps={{ + type: "text", + autoFocus: true, + fullWidth: true, + required: !widget.optional, + helperText, + inputProps, + }} + /> + + ) + return { isValid, value, render } +} + +export const useChoiceWidget = ( + key: string, + widgetType: "user_attr" | "objective", + widget: ObjectiveChoiceWidget, + metricName: string +): WidgetState => { + const theme = useTheme() + const [value, setValue] = useState(widget.values[0]) + const render = () => ( + + + {metricName} - {widget.description} + + + {widget.choices.map((c, j) => ( + { + const selected = widget.values.at(j) + if (selected === undefined) { + console.error("Must not reach here.") + return + } + if (e.target.checked) { + setValue(selected) + } + }} + /> + } + label={c} + /> + ))} + + + ) + return { isValid: true, value, render } +} + +export const useSliderWidget = ( + key: string, + widgetType: "user_attr" | "objective", + widget: ObjectiveSliderWidget, + metricName: string +): WidgetState => { + const theme = useTheme() + const [value, setValue] = useState(widget.min) + const defaultStep = 0.01 + const render = () => ( + + + {metricName} - {widget.description} + + + { + // @ts-ignore + setValue(e.target.value as number) + }} + defaultValue={widget.min} + min={widget.min} + max={widget.max} + step={widget.step || defaultStep} + marks={widget.labels === null ? undefined : widget.labels} + valueLabelDisplay="auto" + /> + + + ) + return { isValid: true, value, render } +} + +export const useUserAttrRefWidget = ( + key: string, + widget: ObjectiveUserAttrRef, + metricName: string, + trial: Trial +): WidgetState => { + const theme = useTheme() + const value = useMemo(() => { + const attr = trial.user_attrs.find((attr) => attr.key === widget.key) + if (attr === undefined) { + return null + } + const n = Number(attr.value) + if (isNaN(n)) { + return null + } + return n + }, [trial.user_attrs]) + const render = () => ( + + {metricName} + + + ) + return { + isValid: value !== null, + value: value !== null ? value : "", + render, + } +} + +const ReadonlyFormWidgets: FC<{ + trial: Trial + widgetNames: string[] + formWidgets: FormWidgets +}> = ({ trial, widgetNames, formWidgets }) => { + const theme = useTheme() + const getValue = (i: number): string | TrialValueNumber => { + if (formWidgets.output_type === "user_attr") { + const widget = formWidgets.widgets[i] as UserAttrFormWidget + return ( + trial.user_attrs.find((attr) => attr.key === widget.user_attr_key) + ?.value || "" + ) + } + const value = trial.values?.at(i) + if (value === undefined) { + console.error("Must not reach here.") + return 0 + } + return value + } + + if (trial.state !== "Complete") { + return null + } + + return ( + + + {formWidgets.widgets.map((widget, i) => { + const key = `objective-${i}` + const widgetName = widgetNames[i] + if (widget.type === "text") { + return ( + + + {widgetName} - {widget.description} + + + + ) + } else if (widget.type === "choice") { + return ( + + + {widgetName} - {widget.description} + + + {widget.choices.map((c, j) => ( + + } + label={c} + disabled + /> + ))} + + + ) + } else if (widget.type === "slider") { + const value = trial.values?.at(i) + return ( + + + {widgetName} - {widget.description} + + + + + + ) + } else if (widget.type === "user_attr") { + return ( + + {widgetName} + + + ) + } + return null + })} + + + ) +} diff --git a/optuna_dashboard_client/web/src/components/TrialList.tsx b/optuna_dashboard_client/web/src/components/TrialList.tsx new file mode 100644 index 000000000..82d3e3f2d --- /dev/null +++ b/optuna_dashboard_client/web/src/components/TrialList.tsx @@ -0,0 +1,438 @@ +import React, { FC, ReactNode, useMemo } from "react"; +import { Typography, Box, Button, useTheme, IconButton, Menu, MenuItem } from "@mui/material"; +import Chip from "@mui/material/Chip"; +import Divider from "@mui/material/Divider"; +import List from "@mui/material/List"; +import ListItem from "@mui/material/ListItem"; +import ListItemButton from "@mui/material/ListItemButton"; +import ListItemText from "@mui/material/ListItemText"; +import ListSubheader from "@mui/material/ListSubheader"; +import FilterListIcon from "@mui/icons-material/FilterList"; +import CheckBoxOutlineBlankIcon from "@mui/icons-material/CheckBoxOutlineBlank"; +import CheckBoxIcon from "@mui/icons-material/CheckBox"; +import StopCircleIcon from "@mui/icons-material/StopCircle"; + +import { TrialNote } from "./Note"; +import { useNavigate, useLocation } from "react-router-dom"; +import ListItemIcon from "@mui/material/ListItemIcon"; +import { useRecoilValue } from "recoil"; +import { artifactIsAvailable } from "../state"; +import { actionCreator } from "../action"; +import { TrialFormWidgets } from "./TrialFormWidgets"; +import { TrialArtifactCards } from "./TrialArtifactCards"; + +const states: TrialState[] = ["Complete", "Pruned", "Fail", "Running", "Waiting"]; + +type Color = "default" | "primary" | "secondary" | "error" | "info" | "success" | "warning"; + +const getChipColor = (state: TrialState): Color => { + if (state === "Complete") { + return "primary"; + } else if (state === "Running") { + return "default"; + } else if (state === "Waiting") { + return "default"; + } else if (state === "Pruned") { + return "warning"; + } else if (state === "Fail") { + return "error"; + } + return "default"; +}; + +const useQuery = (): URLSearchParams => { + const { search } = useLocation(); + + return useMemo(() => new URLSearchParams(search), [search]); +}; + +const useExcludedStates = (query: URLSearchParams): TrialState[] => { + return useMemo(() => { + const exclude = query.get("exclude"); + if (exclude === null) { + return []; + } + const excluded: TrialState[] = exclude + .split(",") + .map((s): TrialState | undefined => { + return states.find((state) => state.toUpperCase() === s.toUpperCase()); + }) + .filter((s): s is TrialState => s !== undefined); + return excluded; + }, [query]); +}; + +const useTrials = (studyDetail: StudyDetail | null, excludedStates: TrialState[]): Trial[] => { + return useMemo(() => { + let result = studyDetail !== null ? studyDetail.trials : []; + if (excludedStates.length === 0) { + return result; + } + excludedStates.forEach((s) => { + result = result.filter((t) => t.state !== s); + }); + return result; + }, [studyDetail, excludedStates]); +}; + +const useQueriedTrials = (trials: Trial[], query: URLSearchParams): Trial[] => { + return useMemo(() => { + const queried = query.get("numbers"); + if (queried === null) { + return []; + } + const numbers = queried + .split(",") + .map((s) => parseInt(s)) + .filter((n) => !isNaN(n)); + return trials.filter((t) => numbers.findIndex((n) => n === t.number) !== -1); + }, [trials, query]); +}; + +const useIsBestTrial = (studyDetail: StudyDetail | null): ((trialId: number) => boolean) => { + return useMemo(() => { + const bestTrialIDs = studyDetail?.best_trials.map((t) => t.trial_id) || []; + return (trialId: number): boolean => bestTrialIDs.findIndex((a) => a === trialId) != -1; + }, [studyDetail]); +}; + +export const TrialListDetail: FC<{ + trial: Trial; + isBestTrial: (trialId: number) => boolean; + directions: StudyDirection[]; + objectiveNames: string[]; + formWidgets?: FormWidgets; +}> = ({ trial, isBestTrial, directions, objectiveNames, formWidgets }) => { + const theme = useTheme(); + const action = actionCreator(); + const artifactEnabled = useRecoilValue(artifactIsAvailable); + const startMs = trial.datetime_start?.getTime(); + const completeMs = trial.datetime_complete?.getTime(); + + const params = trial.state === "Waiting" ? trial.fixed_params : trial.params; + const info: [string, string | null | ReactNode][] = [ + ["Value", trial.values?.map((v) => v.toString()).join(", ") || "None"], + [ + "Intermediate Values", + + {trial.intermediate_values.map((v) => ( + + {v.step} {v.value} + + ))} + , + ], + [ + "Parameter", + + {params.map((p) => ( + + {p.name} {p.param_external_value} + + ))} + , + ], + ["Started At", trial?.datetime_start ? trial?.datetime_start.toString() : null], + ["Completed At", trial?.datetime_complete ? trial?.datetime_complete.toString() : null], + [ + "Duration (ms)", + startMs !== undefined && completeMs !== undefined ? (completeMs - startMs).toString() : null, + ], + [ + "User Attributes", + + {trial.user_attrs.map((t) => ( + + {t.key} {t.value} + + ))} + , + ], + ]; + const renderInfo = (key: string, value: string | null | ReactNode): ReactNode => ( + + + {key} + + + {value} + + + ); + + return ( + + + Trial {trial.number} (trial_id={trial.trial_id}) + + + + {isBestTrial(trial.trial_id) ? ( + + ) : null} + + {trial.state === "Running" ? ( + + ) : null} + + + Note + + + + + {info.map(([key, value]) => (value !== null ? renderInfo(key, value) : null))} + + {artifactEnabled && } + + ); +}; + +const getTrialListLink = (studyId: number, exclude: TrialState[], numbers: number[]): string => { + const base = import.meta.env.VITE_URL_PREFIX + `/studies/${studyId}/trials`; + if (exclude.length > 0 && numbers.length > 0) { + return ( + base + `?exclude=${exclude.join(",")}&numbers=${numbers.map((n) => n.toString()).join(",")}` + ); + } else if (exclude.length > 0) { + return base + "?exclude=" + exclude.join(","); + } else if (numbers.length > 0) { + return base + "?numbers=" + numbers.map((n) => n.toString()).join(","); + } + return base; +}; + +export const TrialList: FC<{ studyDetail: StudyDetail | null }> = ({ studyDetail }) => { + const theme = useTheme(); + const query = useQuery(); + const navigate = useNavigate(); + const excludedStates = useExcludedStates(query); + const trials = useTrials(studyDetail, excludedStates); + const isBestTrial = useIsBestTrial(studyDetail); + const queried = useQueriedTrials(trials, query); + const [filterMenuAnchorEl, setFilterMenuAnchorEl] = React.useState(null); + const openFilterMenu = Boolean(filterMenuAnchorEl); + const trialCounts = useMemo(() => { + const allTrials = studyDetail?.trials || []; + return states.map((state) => allTrials.filter((t) => t.state === state).length); + }, [studyDetail?.trials]); + + const trialListWidth = 200; + + const selected = queried.length > 0 ? queried : trials.length > 0 ? [trials[0]] : []; + + return ( + + + + + {trials.length} Trials + + { + setFilterMenuAnchorEl(e.currentTarget); + }} + > + + + { + setFilterMenuAnchorEl(null); + }} + > + {states.map((state, i) => ( + { + if (studyDetail === null) { + return; + } + const index = excludedStates.findIndex((s) => s === state); + if (index === -1) { + excludedStates.push(state); + } else { + excludedStates.splice(index, 1); + } + const numbers = selected.map((t) => t.number); + navigate(getTrialListLink(studyDetail.id, excludedStates, numbers)); + }} + disabled={trialCounts[i] === 0} + > + + {excludedStates.find((s) => s === state) !== undefined ? ( + + ) : ( + + )} + + {state} ({trialCounts[i]}) + + ))} + + + + {trials.map((trial) => { + return ( + + { + if (e.shiftKey) { + let next: number[]; + const selectedNumbers = selected.map((t) => t.number); + const alreadySelected = + selectedNumbers.findIndex((n) => n === trial.number) >= 0; + if (alreadySelected) { + next = selectedNumbers.filter((n) => n !== trial.number); + } else { + next = [...selectedNumbers, trial.number]; + } + navigate(getTrialListLink(trial.study_id, excludedStates, next)); + } else { + navigate(getTrialListLink(trial.study_id, excludedStates, [trial.number])); + } + }} + selected={selected.findIndex((t) => t.number === trial.number) !== -1} + sx={{ + display: "flex", + flexDirection: "column", + alignItems: "flex-start", + }} + > + + + + {isBestTrial(trial.trial_id) ? ( + + ) : null} + + + + ); + })} + + + + + + {selected.length === 0 + ? null + : selected.map((t) => ( + + ))} + + + + ); +}; diff --git a/optuna_dashboard_client/web/src/components/TrialTable.tsx b/optuna_dashboard_client/web/src/components/TrialTable.tsx new file mode 100644 index 000000000..fa3ce5959 --- /dev/null +++ b/optuna_dashboard_client/web/src/components/TrialTable.tsx @@ -0,0 +1,197 @@ +import React, { FC } from "react" +import { IconButton } from "@mui/material" +import LinkIcon from "@mui/icons-material/Link" + +import { DataGridColumn, DataGrid } from "./DataGrid" +import { Link } from "react-router-dom" + +export const TrialTable: FC<{ + studyDetail: StudyDetail | null + initialRowsPerPage?: number +}> = ({ studyDetail, initialRowsPerPage }) => { + const trials: Trial[] = studyDetail !== null ? studyDetail.trials : [] + const objectiveNames: string[] = studyDetail?.objective_names || [] + + const columns: DataGridColumn[] = [ + { field: "number", label: "Number", sortable: true, padding: "none" }, + { + field: "state", + label: "State", + sortable: true, + filterable: true, + padding: "none", + toCellValue: (i) => trials[i].state.toString(), + }, + ] + if (studyDetail === null || studyDetail.directions.length == 1) { + columns.push({ + field: "values", + label: "Value", + sortable: true, + less: (firstEl, secondEl): number => { + const firstVal = firstEl.values?.[0] + const secondVal = secondEl.values?.[0] + + if (firstVal === secondVal) { + return 0 + } + if (firstVal === undefined) { + return -1 + } else if (secondVal === undefined) { + return 1 + } + if (firstVal === "-inf" || secondVal === "inf") { + return 1 + } else if (secondVal === "-inf" || firstVal === "inf") { + return -1 + } + return firstVal < secondVal ? 1 : -1 + }, + toCellValue: (i) => { + if (trials[i].values === undefined) { + return null + } + return trials[i].values?.[0] + }, + }) + } else { + const objectiveColumns: DataGridColumn[] = + studyDetail.directions.map((s, objectiveId) => ({ + field: "values", + label: + objectiveNames.length === studyDetail?.directions.length + ? objectiveNames[objectiveId] + : `Objective ${objectiveId}`, + sortable: true, + less: (firstEl, secondEl): number => { + const firstVal = firstEl.values?.[objectiveId] + const secondVal = secondEl.values?.[objectiveId] + + if (firstVal === secondVal) { + return 0 + } + if (firstVal === undefined) { + return -1 + } else if (secondVal === undefined) { + return 1 + } + if (firstVal === "-inf" || secondVal === "inf") { + return 1 + } else if (secondVal === "-inf" || firstVal === "inf") { + return -1 + } + return firstVal < secondVal ? 1 : -1 + }, + toCellValue: (i) => { + if (trials[i].values === undefined) { + return null + } + return trials[i].values?.[objectiveId] + }, + })) + columns.push(...objectiveColumns) + } + if ( + studyDetail?.union_search_space.length === + studyDetail?.intersection_search_space.length + ) { + studyDetail?.intersection_search_space.forEach((s) => { + const sortable = s.distribution.type !== "CategoricalDistribution" + const filterable = s.distribution.type === "CategoricalDistribution" + columns.push({ + field: "params", + label: `Param ${s.name}`, + toCellValue: (i) => + trials[i].params.find((p) => p.name === s.name) + ?.param_external_value || null, + sortable: sortable, + filterable: filterable, + less: (firstEl, secondEl): number => { + const firstVal = firstEl.params.find( + (p) => p.name === s.name + )?.param_internal_value + const secondVal = secondEl.params.find( + (p) => p.name === s.name + )?.param_internal_value + + if (firstVal === secondVal) { + return 0 + } else if (firstVal && secondVal) { + return firstVal < secondVal ? 1 : -1 + } else if (firstVal) { + return -1 + } else { + return 1 + } + }, + }) + }) + } else { + columns.push({ + field: "params", + label: "Params", + toCellValue: (i) => + trials[i].params + .map((p) => p.name + ": " + p.param_external_value) + .join(", "), + }) + } + + studyDetail?.union_user_attrs.forEach((attr_spec) => { + columns.push({ + field: "user_attrs", + label: `UserAttribute ${attr_spec.key}`, + toCellValue: (i) => + trials[i].user_attrs.find((attr) => attr.key === attr_spec.key) + ?.value || null, + sortable: attr_spec.sortable, + filterable: !attr_spec.sortable, + less: (firstEl, secondEl): number => { + const firstVal = firstEl.user_attrs.find( + (attr) => attr.key === attr_spec.key + )?.value + const secondVal = secondEl.user_attrs.find( + (attr) => attr.key === attr_spec.key + )?.value + + if (firstVal === secondVal) { + return 0 + } else if (firstVal && secondVal) { + return Number(firstVal) < Number(secondVal) ? 1 : -1 + } else if (firstVal) { + return -1 + } else { + return 1 + } + }, + }) + }) + columns.push({ + field: "trial_id", + label: "Detail", + toCellValue: (i) => ( + + + + ), + }) + + return ( + + columns={columns} + rows={trials} + keyField={"trial_id"} + dense={true} + initialRowsPerPage={initialRowsPerPage} + /> + ) +} diff --git a/optuna_dashboard_client/web/src/components/UserDefinedPlot.tsx b/optuna_dashboard_client/web/src/components/UserDefinedPlot.tsx new file mode 100644 index 000000000..029c4b57a --- /dev/null +++ b/optuna_dashboard_client/web/src/components/UserDefinedPlot.tsx @@ -0,0 +1,21 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect } from "react" +import { Box } from "@mui/material" + +export const UserDefinedPlot: FC<{ + graphObject: PlotlyGraphObject +}> = ({ graphObject }) => { + const plotDomId = `user-defined-plot:${graphObject.id}` + + useEffect(() => { + try { + const parsed = JSON.parse(graphObject.graph_object) + plotly.react(plotDomId, parsed.data, parsed.layout) + } catch (e) { + // Avoid to crash the whole page when given invalid grpah objects. + console.error(e) + } + }, [graphObject]) + + return +} diff --git a/optuna_dashboard_client/web/src/dateUtil.ts b/optuna_dashboard_client/web/src/dateUtil.ts new file mode 100644 index 000000000..3d4bf2bbf --- /dev/null +++ b/optuna_dashboard_client/web/src/dateUtil.ts @@ -0,0 +1,11 @@ +export const formatDate = (date: Date): string => { + const options = { + year: "numeric", + month: "numeric", + day: "numeric", + hour: "numeric", + minute: "numeric", + second: "numeric", + } + return new Intl.DateTimeFormat("ja-JP", options).format(date) +} diff --git a/optuna_dashboard_client/web/src/dominatedTrials.ts b/optuna_dashboard_client/web/src/dominatedTrials.ts new file mode 100644 index 000000000..06afb15f8 --- /dev/null +++ b/optuna_dashboard_client/web/src/dominatedTrials.ts @@ -0,0 +1,40 @@ +const filterFunc = (trial: Trial, directions: StudyDirection[]): boolean => { + return ( + trial.state === "Complete" && + trial.values !== undefined && + trial.values.length === directions.length && + trial.values.every((v) => v !== "inf" && v !== "-inf") + ) +} + +export const getDominatedTrials = ( + trials: Trial[], + directions: StudyDirection[] +): Trial[] => { + // TODO(c-bata): Use log-linear algorithm like Optuna. + // TODO(c-bata): Use this function at GraphParetoFront. + const filteredTrials = trials.filter((t: Trial) => filterFunc(t, directions)) + + const normalizedValues: number[][] = [] + filteredTrials.forEach((t) => { + if (t.values && t.values.length === directions.length) { + const trialValues = t.values.map((v, i) => { + return directions[i] === "minimize" ? (v as number) : (-v as number) + }) + normalizedValues.push(trialValues) + } + }) + const dominatedTrials: boolean[] = [] + normalizedValues.forEach((values0: number[], i: number) => { + const dominated = normalizedValues.some((values1: number[], j: number) => { + if (i === j || values0.every((v, i) => v == values1[i])) { + return false + } + return values0.every((value0: number, k: number) => { + return values1[k] <= value0 + }) + }) + dominatedTrials.push(dominated) + }) + return filteredTrials.filter((_, i) => !dominatedTrials.at(i)) +} diff --git a/optuna_dashboard_client/web/src/graphUtil.ts b/optuna_dashboard_client/web/src/graphUtil.ts new file mode 100644 index 000000000..1b1c69cbd --- /dev/null +++ b/optuna_dashboard_client/web/src/graphUtil.ts @@ -0,0 +1,13 @@ +export const makeHovertext = (trial: Trial): string => { + return JSON.stringify( + { + number: trial.number, + values: trial.values, + params: trial.params + .map((p) => [p.name, p.param_external_value]) + .reduce((obj, [key, value]) => ({ ...obj, [key]: value }), {}), + }, + undefined, + " " + ).replace(/\n/g, "
") +} diff --git a/optuna_dashboard_client/web/src/index.css b/optuna_dashboard_client/web/src/index.css new file mode 100644 index 000000000..2c3fac689 --- /dev/null +++ b/optuna_dashboard_client/web/src/index.css @@ -0,0 +1,69 @@ +:root { + font-family: Inter, system-ui, Avenir, Helvetica, Arial, sans-serif; + line-height: 1.5; + font-weight: 400; + + color-scheme: light dark; + color: rgba(255, 255, 255, 0.87); + background-color: #242424; + + font-synthesis: none; + text-rendering: optimizeLegibility; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + -webkit-text-size-adjust: 100%; +} + +a { + font-weight: 500; + color: #646cff; + text-decoration: inherit; +} +a:hover { + color: #535bf2; +} + +body { + margin: 0; + display: flex; + place-items: center; + min-width: 320px; + min-height: 100vh; +} + +h1 { + font-size: 3.2em; + line-height: 1.1; +} + +button { + border-radius: 8px; + border: 1px solid transparent; + padding: 0.6em 1.2em; + font-size: 1em; + font-weight: 500; + font-family: inherit; + background-color: #1a1a1a; + cursor: pointer; + transition: border-color 0.25s; +} +button:hover { + border-color: #646cff; +} +button:focus, +button:focus-visible { + outline: 4px auto -webkit-focus-ring-color; +} + +@media (prefers-color-scheme: light) { + :root { + color: #213547; + background-color: #ffffff; + } + a:hover { + color: #747bff; + } + button { + background-color: #f9f9f9; + } +} diff --git a/optuna_dashboard_client/web/src/main.tsx b/optuna_dashboard_client/web/src/main.tsx new file mode 100644 index 000000000..d5b55e4ac --- /dev/null +++ b/optuna_dashboard_client/web/src/main.tsx @@ -0,0 +1,10 @@ +import React from "react"; +import ReactDOM from "react-dom/client"; +import { App } from "./components/App.tsx"; +import "./index.css"; + +ReactDOM.createRoot(document.getElementById("dashboard")!).render( + + + +); diff --git a/optuna_dashboard_client/web/src/searchSpace.ts b/optuna_dashboard_client/web/src/searchSpace.ts new file mode 100644 index 000000000..daf79b116 --- /dev/null +++ b/optuna_dashboard_client/web/src/searchSpace.ts @@ -0,0 +1,40 @@ +import { useMemo } from "react" + +export const mergeUnionSearchSpace = ( + unionSearchSpace: SearchSpaceItem[] +): SearchSpaceItem[] => { + const knownElements = new Map() + unionSearchSpace.forEach((s) => { + const d = knownElements.get(s.name) + if (d === undefined) { + knownElements.set(s.name, s.distribution) + return + } + if ( + d.type === "CategoricalDistribution" || + s.distribution.type === "CategoricalDistribution" + ) { + // CategoricalDistribution.choices will never be changed + return + } + const updated: Distribution = { + ...d, + low: Math.min(d.low, s.distribution.low), + high: Math.max(d.high, s.distribution.high), + } + knownElements.set(s.name, updated) + }) + return Array.from(knownElements.keys()) + .sort((a, b) => (a > b ? 1 : a < b ? -1 : 0)) + .map((name) => ({ + name: name, + distribution: knownElements.get(name) as Distribution, + })) +} + +export const useMergedUnionSearchSpace = ( + unionSearchSpaces?: SearchSpaceItem[] +): SearchSpaceItem[] => + useMemo(() => { + return mergeUnionSearchSpace(unionSearchSpaces || []) + }, [unionSearchSpaces]) diff --git a/optuna_dashboard_client/web/src/state.ts b/optuna_dashboard_client/web/src/state.ts new file mode 100644 index 000000000..98100d49a --- /dev/null +++ b/optuna_dashboard_client/web/src/state.ts @@ -0,0 +1,109 @@ +import { atom, useRecoilValue } from "recoil" + +export const studySummariesState = atom({ + key: "studySummaries", + default: [], +}) + +export const studyDetailsState = atom({ + key: "studyDetails", + default: {}, +}) + +export const trialsUpdatingState = atom<{ + [trialId: string]: boolean +}>({ + key: "trialsUpdating", + default: {}, +}) + +export const paramImportanceState = atom({ + key: "paramImportance", + default: {}, +}) + +export const graphVisibilityState = atom({ + key: "graphVisibility", + default: { + history: true, + paretoFront: true, + parallelCoordinate: true, + intermediateValues: true, + edf: true, + contour: true, + importances: true, + slice: true, + }, +}) + +export const reloadIntervalState = atom({ + key: "reloadInterval", + default: 10, +}) + +export const drawerOpenState = atom({ + key: "drawerOpen", + default: false, +}) + +export const isFileUploading = atom({ + key: "isFileUploading", + default: false, +}) + +export const artifactIsAvailable = atom({ + key: "artifactIsAvailable", + default: false, +}) + +export const useStudyDetailValue = (studyId: number): StudyDetail | null => { + const studyDetails = useRecoilValue(studyDetailsState) + return studyDetails[studyId] || null +} + +export const useStudySummaryValue = (studyId: number): StudySummary | null => { + const studySummaries = useRecoilValue(studySummariesState) + return studySummaries.find((s) => s.study_id == studyId) || null +} + +export const useTrialUpdatingValue = (trialId: number): boolean => { + const updating = useRecoilValue(trialsUpdatingState) + return updating[trialId] || false +} + +export const useParamImportanceValue = ( + studyId: number +): ParamImportance[][] | null => { + const studyParamImportance = + useRecoilValue(paramImportanceState) + return studyParamImportance[studyId] || null +} + +export const useStudyDirections = ( + studyId: number +): StudyDirection[] | null => { + const studyDetail = useStudyDetailValue(studyId) + const studySummary = useStudySummaryValue(studyId) + return studyDetail?.directions || studySummary?.directions || null +} + +export const useStudyIsPreferencial = (studyId: number): boolean | null => { + const studyDetail = useStudyDetailValue(studyId) + const studySummary = useStudySummaryValue(studyId) + return studyDetail?.is_preferential || studySummary?.is_preferential || null +} + +export const useStudyName = (studyId: number): string | null => { + const studyDetail = useStudyDetailValue(studyId) + const studySummary = useStudySummaryValue(studyId) + return studyDetail?.name || studySummary?.study_name || null +} + +export const useArtifacts = (studyId: number, trialId: number): Artifact[] => { + const study = useStudyDetailValue(studyId) + const trial = study?.trials.find((t) => t.trial_id === trialId) + if (trial === undefined) { + return [] + } + return trial.artifacts +} diff --git a/optuna_dashboard_client/web/src/trialFilter.ts b/optuna_dashboard_client/web/src/trialFilter.ts new file mode 100644 index 000000000..4fe7e35a0 --- /dev/null +++ b/optuna_dashboard_client/web/src/trialFilter.ts @@ -0,0 +1,252 @@ +import { useMemo, useState } from "react" + +type TargetKind = "objective" | "user_attr" | "params" + +export class Target { + kind: TargetKind + key: number | string + + constructor(kind: TargetKind, key: number | string) { + this.kind = kind + this.key = key + } + + validate(): boolean { + if (this.kind === "objective") { + if (typeof this.key !== "number") { + return false + } + } else if (this.kind === "user_attr") { + if (typeof this.key !== "string") { + return false + } + } else if (this.kind === "params") { + if (typeof this.key !== "string") { + return false + } + } + return true + } + + identifier(): string { + return `${this.kind}:${this.key}` + } + + toLabel(objectiveNames?: string[]): string { + if (this.kind === "objective") { + const objectiveId: number = this.key as number + if (objectiveNames !== undefined && objectiveNames.length > objectiveId) { + return objectiveNames[objectiveId] + } + return `Objective ${objectiveId}` + } else if (this.kind === "user_attr") { + return `User Attribute ${this.key}` + } else { + return `Param ${this.key}` + } + } + + getObjectiveId(): number | null { + if (this.kind !== "objective") { + return null + } + return this.key as number + } + + getTargetValue(trial: Trial): number | null { + if (!this.validate()) { + return null + } + if (this.kind === "objective") { + const objectiveId = this.getObjectiveId() + if ( + objectiveId === null || + trial.values === undefined || + trial.values.length <= objectiveId + ) { + return null + } + const value = trial.values[objectiveId] + if (value === "inf" || value === "-inf") { + return null + } + return value + } else if (this.kind === "user_attr") { + const attr = trial.user_attrs.find((attr) => attr.key === this.key) + if (attr === undefined) { + return null + } + const value = Number(attr.value) + if (value === undefined) { + return null + } + return value + } else if (this.kind === "params") { + const param = trial.params.find((p) => p.name === this.key) + if (param === undefined) { + return null + } + return param.param_internal_value + } + return null + } +} + +const filterTrials = ( + study: StudyDetail | null, + targets: Target[], + filterPruned: boolean +): Trial[] => { + if (study === null) { + return [] + } + return study.trials.filter((t) => { + if (t.state !== "Complete" && t.state !== "Pruned") { + return false + } + if (t.state === "Pruned" && filterPruned) { + return false + } + return targets.every((target) => target.getTargetValue(t) !== null) + }) +} + +export const useFilteredTrials = ( + study: StudyDetail | null, + targets: Target[], + filterPruned: boolean +): Trial[] => + useMemo(() => { + return filterTrials(study, targets, filterPruned) + }, [study?.trials, targets, filterPruned]) + +export const useFilteredTrialsFromStudies = ( + studies: StudyDetail[], + targets: Target[], + filterPruned: boolean +): Trial[][] => + useMemo(() => { + return studies.map((s) => filterTrials(s, targets, filterPruned)) + }, [studies, targets, filterPruned]) + +export const useObjectiveTargets = ( + study: StudyDetail | null +): [Target[], Target, (ident: string) => void] => { + const defaultTarget = new Target("objective", 0) + const [selected, setTargetIdent] = useState( + defaultTarget.identifier() + ) + const targetList = useMemo(() => { + if (study !== null) { + return study.directions.map((v, i) => new Target("objective", i)) + } else { + return [defaultTarget] + } + }, [study?.directions]) + const selectedTarget = useMemo( + () => targetList.find((t) => t.identifier() === selected) || defaultTarget, + [targetList, selected] + ) + return [targetList, selectedTarget, setTargetIdent] +} + +export const useParamTargets = ( + searchSpace: SearchSpaceItem[] +): [Target[], Target | null, (ident: string) => void] => { + const [selected, setTargetIdent] = useState("") + const targetList = useMemo(() => { + const targets = searchSpace.map((s) => new Target("params", s.name)) + if (selected === "" && targets.length > 0) + setTargetIdent(targets[0].identifier()) + return targets + }, [searchSpace]) + const selectedTarget = useMemo( + () => targetList.find((t) => t.identifier() === selected) || null, + [targetList, selected] + ) + return [targetList, selectedTarget, setTargetIdent] +} + +export const useObjectiveAndUserAttrTargets = ( + study: StudyDetail | null +): [Target[], Target, (ident: string) => void] => { + const defaultTarget = new Target("objective", 0) + const [selected, setTargetIdent] = useState( + defaultTarget.identifier() + ) + const targetList = useMemo(() => { + if (study !== null) { + return [ + ...study.directions.map((v, i) => new Target("objective", i)), + ...study.union_user_attrs + .filter((attr) => attr.sortable) + .map((attr) => new Target("user_attr", attr.key)), + ] + } else { + return [defaultTarget] + } + }, [study?.directions, study?.union_user_attrs]) + const selectedTarget = useMemo( + () => targetList.find((t) => t.identifier() === selected) || defaultTarget, + [targetList, selected] + ) + return [targetList, selectedTarget, setTargetIdent] +} + +export const useObjectiveAndUserAttrTargetsFromStudies = ( + studies: StudyDetail[] +): [Target[], Target, (ident: string) => void] => { + const defaultTarget = new Target("objective", 0) + const [selected, setTargetIdent] = useState( + defaultTarget.identifier() + ) + const minDirections = useMemo(() => { + if (studies.length === 0) { + return 0 + } + return studies.reduce((acc, study) => { + return Math.min(acc, study.directions.length) + }, Number.MAX_VALUE) + }, [studies]) + + const intersect = (arrays: AttributeSpec[][]) => { + const atrEqual = (obj1: AttributeSpec, obj2: AttributeSpec) => { + return obj1.key === obj2.key + } + return arrays.reduce((a, b) => + a.filter((c) => b.some((d) => atrEqual(c, d))) + ) + } + + const attrTargets = useMemo(() => { + if (studies.length === 0) { + return [] + } + const intersection = intersect( + studies.map((study) => study.union_user_attrs) + ) + return intersection + .filter((attr) => attr.sortable) + .map((attr) => new Target("user_attr", attr.key)) + }, [studies]) + + const targetList = useMemo(() => { + if (studies !== null) { + return [ + ...Array.from( + { length: minDirections }, + (_, i) => new Target("objective", i) + ), + ...attrTargets, + ] + } else { + return [defaultTarget] + } + }, [minDirections, attrTargets]) + + const selectedTarget = useMemo( + () => targetList.find((t) => t.identifier() === selected) || defaultTarget, + [targetList, selected] + ) + return [targetList, selectedTarget, setTargetIdent] +} diff --git a/optuna_dashboard_client/web/src/types/index.d.ts b/optuna_dashboard_client/web/src/types/index.d.ts new file mode 100644 index 000000000..e90c70f51 --- /dev/null +++ b/optuna_dashboard_client/web/src/types/index.d.ts @@ -0,0 +1,236 @@ +declare module "*.css" +declare module "*.png" +declare module "*.jpg" +declare module "*.svg" + +type TrialValueNumber = number | "inf" | "-inf" +type TrialIntermediateValueNumber = number | "inf" | "-inf" | "nan" +type TrialState = "Running" | "Complete" | "Pruned" | "Fail" | "Waiting" +type TrialStateFinished = "Complete" | "Fail" | "Pruned" +type StudyDirection = "maximize" | "minimize" | "not_set" +type PreferenceFeedbackMode = "ChooseWorst" + +type FloatDistribution = { + type: "FloatDistribution" + low: number + high: number + step: number + log: boolean +} + +type IntDistribution = { + type: "IntDistribution" + low: number + high: number + step: number + log: boolean +} + +type CategoricalDistribution = { + type: "CategoricalDistribution" + choices: { pytype: string; value: string }[] +} + +type Distribution = + | FloatDistribution + | IntDistribution + | CategoricalDistribution + +type GraphVisibility = { + history: boolean + paretoFront: boolean + parallelCoordinate: boolean + intermediateValues: boolean + edf: boolean + contour: boolean + importances: boolean + slice: boolean +} + +type TrialIntermediateValue = { + step: number + value: TrialIntermediateValueNumber +} + +type TrialParam = { + name: string + param_internal_value: number + param_external_value: string + param_external_type: string + distribution: Distribution +} + +type ParamImportance = { + name: string + importance: number + distribution: Distribution +} + +type SearchSpaceItem = { + name: string + distribution: Distribution +} + +type Attribute = { + key: string + value: string +} + +type AttributeSpec = { + key: string + sortable: boolean +} + +type Note = { + version: number + body: string +} + +type Artifact = { + artifact_id: string + filename: string + mimetype: string + encoding: string +} + +type Trial = { + trial_id: number + study_id: number + number: number + state: TrialState + values?: TrialValueNumber[] + intermediate_values: TrialIntermediateValue[] + datetime_start?: Date + datetime_complete?: Date + params: TrialParam[] + fixed_params: { + name: string + param_external_value: string + }[] + user_attrs: Attribute[] + constraints: number[] + note: Note + artifacts: Artifact[] +} + +type StudySummary = { + study_id: number + study_name: string + directions: StudyDirection[] + user_attrs: Attribute[] + is_preferential: boolean + datetime_start?: Date +} + +type ObjectiveChoiceWidget = { + type: "choice" + description: string + user_attr_key?: string + choices: string[] + values: number[] +} + +type ObjectiveSliderWidget = { + type: "slider" + description: string + user_attr_key?: string + min: number + max: number + step: number | null + labels: + | { + value: number + label: string + }[] + | null +} + +type ObjectiveTextInputWidget = { + type: "text" + description: string + optional: boolean + user_attr_key?: string +} + +type ObjectiveUserAttrRef = { + type: "user_attr" + key: string +} + +type ObjectiveFormWidget = + | ObjectiveChoiceWidget + | ObjectiveSliderWidget + | ObjectiveTextInputWidget + | ObjectiveUserAttrRef + +type UserAttrFormWidget = + | ObjectiveChoiceWidget + | ObjectiveSliderWidget + | ObjectiveTextInputWidget + +type FormWidgets = + | { + output_type: "objective" + widgets: ObjectiveFormWidget[] + } + | { + output_type: "user_attr" + widgets: UserAttrFormWidget[] + } + +type PlotlyGraphObject = { + id: string + graph_object: string +} + +type FeedbackComponentNote = { + output_type: "note" +} + +type FeedbackComponentArtifact = { + output_type: "artifact" + artifact_key: string +} + +type FeedbackComponentType = FeedbackComponentArtifact | FeedbackComponentNote + +type StudyDetail = { + id: number + name: string + directions: StudyDirection[] + user_attrs: Attribute[] + datetime_start: Date + best_trials: Trial[] + trials: Trial[] + intersection_search_space: SearchSpaceItem[] + union_search_space: SearchSpaceItem[] + union_user_attrs: AttributeSpec[] + has_intermediate_values: boolean + note: Note + is_preferential: boolean + objective_names?: string[] + form_widgets?: FormWidgets + feedback_component_type: FeedbackComponentType + preferences?: [number, number][] + preference_history?: PreferenceHistory[] + plotly_graph_objects: PlotlyGraphObject[] + artifacts: Artifact[] + skipped_trial_numbers: number[] +} + +type StudyDetails = { + [study_id: string]: StudyDetail +} + +type StudyParamImportance = { + [study_id: string]: ParamImportance[][] +} +type PreferenceHistory = { + id: string + candidates: number[] + clicked: number + feedback_mode: PreferenceFeedbackMode + timestamp: Date + preferences: [number, number][] + is_removed: boolean +} diff --git a/optuna_dashboard_client/web/src/vite-env.d.ts b/optuna_dashboard_client/web/src/vite-env.d.ts new file mode 100644 index 000000000..11f02fe2a --- /dev/null +++ b/optuna_dashboard_client/web/src/vite-env.d.ts @@ -0,0 +1 @@ +/// diff --git a/optuna_dashboard_client/web/tsconfig.json b/optuna_dashboard_client/web/tsconfig.json new file mode 100644 index 000000000..6571dca06 --- /dev/null +++ b/optuna_dashboard_client/web/tsconfig.json @@ -0,0 +1,34 @@ +{ + "compilerOptions": { + "strictNullChecks": true, + "noUnusedLocals": true, + "noImplicitThis": true, + "alwaysStrict": true, + "noImplicitAny": true, + "allowSyntheticDefaultImports": true, + "sourceMap": true, + "target": "es5", + "lib": ["dom", "dom.iterable", "esnext"], + "allowJs": true, + "skipLibCheck": true, + "strict": true, + "forceConsistentCasingInFileNames": true, + "noEmit": true, + "esModuleInterop": true, + "module": "esnext", + "baseUrl": ".", + "moduleResolution": "node", + "resolveJsonModule": true, + "isolatedModules": true, + "jsx": "preserve", + "incremental": true, + "paths": { + "@/*": ["./src/*"], + "plotly.js-dist-min": ["node_modules/@types/plotly.js"] + } + }, + // "include": ["**/*.ts", "**/*.tsx", "./.eslintrc.cjs"], + "include": ["./src/types/**/*", "./typescript_tests/**/*"], + "exclude": ["node_modules"], + "types": ["node"] +} diff --git a/optuna_dashboard_client/web/vite.config.ts b/optuna_dashboard_client/web/vite.config.ts new file mode 100644 index 000000000..439bcad94 --- /dev/null +++ b/optuna_dashboard_client/web/vite.config.ts @@ -0,0 +1,20 @@ +import { defineConfig } from "vite" +import react from "@vitejs/plugin-react-swc" +import tsconfigPaths from "vite-tsconfig-paths" + +// https://vitejs.dev/config/ +export default defineConfig({ + plugins: [react(), tsconfigPaths()], + server: { + proxy: { + "/artifacts": { + target: "http://127.0.0.1:8080", + }, + }, + }, + build: { + outDir: "../../optuna_dashboard/", + assetsDir: "static", + emptyOutDir: false, + }, +}) diff --git a/pyproject.toml b/pyproject.toml index 4eff6f1fe..b96562463 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -63,7 +63,7 @@ version = {attr = "optuna_dashboard.__version__"} [tool.setuptools] include-package-data = false -package-data = { "optuna_dashboard" = ["public/*", "img/*", "index.html"] } +package-data = { "optuna_dashboard" = ["static/*", "public/*", "img/*", "index.html"] } [tool.setuptools.packages.find] include = ["optuna_dashboard*"] From 5668216aec418e4f5250545385fabc1ccaf5035d Mon Sep 17 00:00:00 2001 From: reyura Date: Sat, 30 Sep 2023 17:37:40 +0900 Subject: [PATCH 2/2] =?UTF-8?q?=F0=9F=94=A5=20remove:=20unused=20files?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- optuna_dashboard/index.html | 123 ------------------ optuna_dashboard_client/web/src/App.css | 42 ------ optuna_dashboard_client/web/src/App.tsx | 35 ----- .../web/src/assets/react.svg | 1 - optuna_dashboard_client/web/src/index.css | 69 ---------- optuna_dashboard_client/web/src/main.tsx | 9 +- 6 files changed, 4 insertions(+), 275 deletions(-) delete mode 100644 optuna_dashboard/index.html delete mode 100644 optuna_dashboard_client/web/src/App.css delete mode 100644 optuna_dashboard_client/web/src/App.tsx delete mode 100644 optuna_dashboard_client/web/src/assets/react.svg delete mode 100644 optuna_dashboard_client/web/src/index.css diff --git a/optuna_dashboard/index.html b/optuna_dashboard/index.html deleted file mode 100644 index 97782ae64..000000000 --- a/optuna_dashboard/index.html +++ /dev/null @@ -1,123 +0,0 @@ - - - - - - - Optuna Dashboard - - - - - -
- - - - - - - -

NOW LOADING

- -
- - - diff --git a/optuna_dashboard_client/web/src/App.css b/optuna_dashboard_client/web/src/App.css deleted file mode 100644 index b9d355df2..000000000 --- a/optuna_dashboard_client/web/src/App.css +++ /dev/null @@ -1,42 +0,0 @@ -#root { - max-width: 1280px; - margin: 0 auto; - padding: 2rem; - text-align: center; -} - -.logo { - height: 6em; - padding: 1.5em; - will-change: filter; - transition: filter 300ms; -} -.logo:hover { - filter: drop-shadow(0 0 2em #646cffaa); -} -.logo.react:hover { - filter: drop-shadow(0 0 2em #61dafbaa); -} - -@keyframes logo-spin { - from { - transform: rotate(0deg); - } - to { - transform: rotate(360deg); - } -} - -@media (prefers-reduced-motion: no-preference) { - a:nth-of-type(2) .logo { - animation: logo-spin infinite 20s linear; - } -} - -.card { - padding: 2em; -} - -.read-the-docs { - color: #888; -} diff --git a/optuna_dashboard_client/web/src/App.tsx b/optuna_dashboard_client/web/src/App.tsx deleted file mode 100644 index afe48ac75..000000000 --- a/optuna_dashboard_client/web/src/App.tsx +++ /dev/null @@ -1,35 +0,0 @@ -import { useState } from 'react' -import reactLogo from './assets/react.svg' -import viteLogo from '/vite.svg' -import './App.css' - -function App() { - const [count, setCount] = useState(0) - - return ( - <> - -

Vite + React

-
- -

- Edit src/App.tsx and save to test HMR -

-
-

- Click on the Vite and React logos to learn more -

- - ) -} - -export default App diff --git a/optuna_dashboard_client/web/src/assets/react.svg b/optuna_dashboard_client/web/src/assets/react.svg deleted file mode 100644 index 6c87de9bb..000000000 --- a/optuna_dashboard_client/web/src/assets/react.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/optuna_dashboard_client/web/src/index.css b/optuna_dashboard_client/web/src/index.css deleted file mode 100644 index 2c3fac689..000000000 --- a/optuna_dashboard_client/web/src/index.css +++ /dev/null @@ -1,69 +0,0 @@ -:root { - font-family: Inter, system-ui, Avenir, Helvetica, Arial, sans-serif; - line-height: 1.5; - font-weight: 400; - - color-scheme: light dark; - color: rgba(255, 255, 255, 0.87); - background-color: #242424; - - font-synthesis: none; - text-rendering: optimizeLegibility; - -webkit-font-smoothing: antialiased; - -moz-osx-font-smoothing: grayscale; - -webkit-text-size-adjust: 100%; -} - -a { - font-weight: 500; - color: #646cff; - text-decoration: inherit; -} -a:hover { - color: #535bf2; -} - -body { - margin: 0; - display: flex; - place-items: center; - min-width: 320px; - min-height: 100vh; -} - -h1 { - font-size: 3.2em; - line-height: 1.1; -} - -button { - border-radius: 8px; - border: 1px solid transparent; - padding: 0.6em 1.2em; - font-size: 1em; - font-weight: 500; - font-family: inherit; - background-color: #1a1a1a; - cursor: pointer; - transition: border-color 0.25s; -} -button:hover { - border-color: #646cff; -} -button:focus, -button:focus-visible { - outline: 4px auto -webkit-focus-ring-color; -} - -@media (prefers-color-scheme: light) { - :root { - color: #213547; - background-color: #ffffff; - } - a:hover { - color: #747bff; - } - button { - background-color: #f9f9f9; - } -} diff --git a/optuna_dashboard_client/web/src/main.tsx b/optuna_dashboard_client/web/src/main.tsx index d5b55e4ac..a9aca779a 100644 --- a/optuna_dashboard_client/web/src/main.tsx +++ b/optuna_dashboard_client/web/src/main.tsx @@ -1,10 +1,9 @@ -import React from "react"; -import ReactDOM from "react-dom/client"; -import { App } from "./components/App.tsx"; -import "./index.css"; +import React from "react" +import ReactDOM from "react-dom/client" +import { App } from "./components/App.tsx" ReactDOM.createRoot(document.getElementById("dashboard")!).render( -); +)