diff --git a/dashboard/entity.go b/dashboard/entity.go index 2ca6b55e..4d68d652 100644 --- a/dashboard/entity.go +++ b/dashboard/entity.go @@ -9,8 +9,15 @@ import ( ) type TrialParam struct { - Name string `json:"name"` - Value string `json:"value"` + Name string `json:"name"` + ParamInternalValue float64 `json:"param_internal_value"` + ParamExternalValue string `json:"param_external_value"` + ParamExternalType string `json:"param_external_type"` +} + +type TrialFixedParam struct { + Name string `json:"name"` + ParamExternalValue string `json:"param_external_value"` } type Attribute struct { @@ -30,11 +37,11 @@ type FrozenTrial struct { State string `json:"state"` Value float64 `json:"value"` IntermediateValues []IntermediateValue `json:"intermediate_values"` - DatetimeStart string `json:"datetime_start"` + DatetimeStart string `json:"datetime_start,omitempty"` DatetimeComplete string `json:"datetime_complete,omitempty"` Params []TrialParam `json:"params"` + FixedParams []TrialFixedParam `json:"fixed_params"` UserAttrs []Attribute `json:"user_attrs"` - SystemAttrs []Attribute `json:"system_attrs"` } func toAttrs(from map[string]string) []Attribute { @@ -69,8 +76,11 @@ func toFrozenTrial(from goptuna.FrozenTrial) FrozenTrial { params := make([]TrialParam, 0, len(from.Params)) for paramName := range from.Params { params = append(params, TrialParam{ - Name: paramName, - Value: fmt.Sprintf("%v", from.Params[paramName]), + Name: paramName, + ParamInternalValue: from.InternalParams[paramName], + ParamExternalValue: fmt.Sprintf("%v", from.Params[paramName]), + // TODO(c-bata): Support this + ParamExternalType: "", }) } sort.Slice(params, func(i, j int) bool { @@ -93,7 +103,8 @@ func toFrozenTrial(from goptuna.FrozenTrial) FrozenTrial { DatetimeComplete: datetimeComplete, Params: params, UserAttrs: toAttrs(from.UserAttrs), - SystemAttrs: toAttrs(from.SystemAttrs), + // TODO(c-bata): Support this + FixedParams: []TrialFixedParam{}, } } diff --git a/dashboard/package-lock.json b/dashboard/package-lock.json index 154e2157..9d0edf8a 100644 --- a/dashboard/package-lock.json +++ b/dashboard/package-lock.json @@ -9,58 +9,85 @@ "version": "0.0.1", "license": "MIT", "dependencies": { - "@material-ui/core": "4.11.3", - "@material-ui/icons": "4.11.2", - "axios": "0.21.1", - "notistack": "1.0.1", - "plotly.js-dist": "1.57.1", - "react": "16.14.0", - "react-dom": "16.14.0", - "react-router-dom": "5.2.0", - "recoil": "0.1.2" + "@emotion/react": "^11.10.8", + "@emotion/styled": "^11.10.8", + "@mui/icons-material": "^5.11.6", + "@mui/lab": "^5.0.0-alpha.128", + "@mui/material": "^5.12.1", + "axios": "^1.2.1", + "notistack": "^3.0.1", + "plotly.js-dist-min": "^2.22.0", + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-markdown": "^8.0.4", + "react-router-dom": "^6.11.0", + "recoil": "^0.7.7" }, "devDependencies": { - "@babel/core": "7.12.10", - "@types/plotly.js": "1.54.7", - "@types/react": "16.9.53", - "@types/react-dom": "16.9.8", - 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"@material-ui/core": "4.11.3", - "@material-ui/icons": "4.11.2", - "axios": "0.21.1", - "notistack": "1.0.1", - "plotly.js-dist": "1.57.1", - "react": "16.14.0", - "react-dom": "16.14.0", - "react-router-dom": "5.2.0", - "recoil": "0.1.2" + "@emotion/react": "^11.10.8", + "@emotion/styled": "^11.10.8", + "@mui/icons-material": "^5.11.6", + "@mui/lab": "^5.0.0-alpha.128", + "@mui/material": "^5.12.1", + "axios": "^1.2.1", + "notistack": "^3.0.1", + "plotly.js-dist-min": "^2.22.0", + "react": "^18.2.0", + "react-dom": "^18.2.0", + "react-markdown": "^8.0.4", + "react-router-dom": "^6.11.0", + "recoil": "^0.7.7" }, "devDependencies": { - "@babel/core": "7.12.10", - "@types/plotly.js": "1.54.7", - "@types/react": "16.9.53", - "@types/react-dom": "16.9.8", - "@types/react-router-dom": "5.1.6", - "prettier": "2.1.2", - "ts-loader": "8.4.0", - "typescript": "4.0.3", - "webpack": "5.20.1", - "webpack-cli": "4.1.0" + "@babel/core": "^7.14.3", + "@types/plotly.js": "^2.12.11", + "@types/react": "^18.0.26", + "@types/react-dom": "^18.0.10", + "compression-webpack-plugin": "^10.0.0", + "esbuild-loader": "^2.18.0", + "eslint": "^7.28.0", + "prettier": "^2.5.1", + "ts-loader": "^9.4.4", + "typescript": "^4.6.2", + "webpack": "^5.76.0", + "webpack-cli": "^4.9.2" } } diff --git a/dashboard/server.go b/dashboard/server.go index e616f052..8b3e853e 100644 --- a/dashboard/server.go +++ b/dashboard/server.go @@ -188,15 +188,26 @@ func handleGetStudyDetail(w http.ResponseWriter, r *http.Request) { json.NewEncoder(w).Encode(struct { Name string `json:"name"` Direction string `json:"direction"` + UserAttrs []Attribute `json:"user_attrs"` DatetimeStart string `json:"datetime_start"` BestTrial FrozenTrial `json:"best_trial"` Trials []FrozenTrial `json:"trials"` + // TODO(c-bata): Support following columns + IntersectionSearchSpace []struct{} `json:"intersection_search_space"` + UnionSearchSpace []struct{} `json:"union_search_space"` + UnionUserAttrs []struct{} `json:"union_user_attrs"` + HasIntermediateValues bool `json:"has_intermediate_values"` }{ - Name: studySummary.Name, - Direction: studySummary.Direction, - DatetimeStart: studySummary.DatetimeStart, - BestTrial: studySummary.BestTrial, - Trials: toFrozenTrials(trials), + Name: studySummary.Name, + Direction: studySummary.Direction, + UserAttrs: studySummary.UserAttrs, + DatetimeStart: studySummary.DatetimeStart, + BestTrial: studySummary.BestTrial, + Trials: toFrozenTrials(trials), + IntersectionSearchSpace: []struct{}{}, + UnionSearchSpace: []struct{}{}, + UnionUserAttrs: []struct{}{}, + HasIntermediateValues: false, }) } diff --git a/dashboard/src/action.ts b/dashboard/src/action.ts index 85741ab4..9c11b018 100644 --- a/dashboard/src/action.ts +++ b/dashboard/src/action.ts @@ -1,21 +1,108 @@ -import { useRecoilState } from "recoil" +import { useRecoilState, useSetRecoilState } from "recoil" import { useSnackbar } from "notistack" import { getStudyDetailAPI, getStudySummariesAPI, createNewStudyAPI, deleteStudyAPI, + tellTrialAPI, + saveTrialUserAttrsAPI, } from "./apiClient" -import { studyDetailsState, studySummariesState } from "./state" +import { + studyDetailsState, + studySummariesState, + reloadIntervalState, + trialsUpdatingState, +} from "./state" + +const localStorageReloadInterval = "reloadInterval" + +type LocalStorageReloadInterval = { + reloadInterval?: number +} export const actionCreator = () => { const { enqueueSnackbar } = useSnackbar() - const [studySummaries, setStudySummaries] = useRecoilState( - studySummariesState - ) - const [studyDetails, setStudyDetails] = useRecoilState( - studyDetailsState - ) + const [studySummaries, setStudySummaries] = + useRecoilState(studySummariesState) + const [studyDetails, setStudyDetails] = + useRecoilState(studyDetailsState) + const setReloadInterval = useSetRecoilState(reloadIntervalState) + const setTrialsUpdating = useSetRecoilState(trialsUpdatingState) + + const setStudyDetailState = (studyId: number, study: StudyDetail) => { + setStudyDetails((prevVal) => { + const newVal = Object.assign({}, prevVal) + newVal[studyId] = study + return newVal + }) + } + + const setTrialUpdating = (trialId: number, updating: boolean) => { + setTrialsUpdating((prev) => { + const newVal = Object.assign({}, prev) + newVal[trialId] = updating + return newVal + }) + } + + const setTrialStateValues = ( + studyId: number, + index: number, + state: TrialState, + value?: number + ) => { + const newTrial: Trial = Object.assign( + {}, + studyDetails[studyId].trials[index] + ) + newTrial.state = state + newTrial.value = value + 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") { + // Single objective optimization + const bestValue = newStudy.best_trial?.value + const currentValue = value + if (newStudy.best_trial === undefined) { + newStudy.best_trial = newTrial + } else if (bestValue !== undefined && currentValue !== undefined) { + if (newStudy.direction === "minimize" && currentValue < bestValue) { + newStudy.best_trial = newTrial + } else if ( + newStudy.direction === "maximize" && + currentValue > bestValue + ) { + newStudy.best_trial = newTrial + } + } + } + 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 updateStudySummaries = (successMsg?: string) => { getStudySummariesAPI() @@ -37,14 +124,15 @@ export const actionCreator = () => { const updateStudyDetail = (studyId: number) => { getStudyDetailAPI(studyId) .then((study) => { - let newVal = Object.assign({}, studyDetails) - newVal[studyId] = study - setStudyDetails(newVal) + setStudyDetailState(studyId, study) }) .catch((err) => { - enqueueSnackbar(`Failed to fetch study (id=${studyId})`, { - variant: "error", - }) + const reason = err.response?.data.reason + if (reason !== undefined) { + enqueueSnackbar(`Failed to fetch study (reason=${reason})`, { + variant: "error", + }) + } console.log(err) }) } @@ -68,9 +156,9 @@ export const actionCreator = () => { const deleteStudy = (studyId: number) => { deleteStudyAPI(studyId) - .then((study) => { + .then(() => { setStudySummaries(studySummaries.filter((s) => s.study_id !== studyId)) - enqueueSnackbar(`Success to delete a study (study_name=${studyId})`, { + enqueueSnackbar(`Success to delete a study (id=${studyId})`, { variant: "success", }) }) @@ -82,11 +170,136 @@ export const actionCreator = () => { }) } + 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 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: ${reason}`, + { + variant: "error", + } + ) + console.log(err) + }) + } + + const makeTrialComplete = ( + studyId: number, + trialId: number, + value: number + ): void => { + const message = `id=${trialId}, state=Complete, value=${value}` + setTrialUpdating(trialId, true) + tellTrialAPI(trialId, "Complete", value) + .then(() => { + const index = studyDetails[studyId].trials.findIndex( + (t) => t.trial_id === trialId + ) + if (index === -1) { + enqueueSnackbar(`Unexpected error happens. Please reload the page.`, { + variant: "error", + }) + return + } + setTrialStateValues(studyId, index, "Complete", value) + }) + .catch((err) => { + setTrialUpdating(trialId, false) + const reason = err.response?.data.reason + enqueueSnackbar( + `Failed to update trial (${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: ${reason}`, + { + variant: "error", + } + ) + console.log(err) + }) + } + return { updateStudyDetail, updateStudySummaries, createNewStudy, deleteStudy, + loadReloadInterval, + saveReloadInterval, + makeTrialComplete, + makeTrialFail, + saveTrialUserAttrs, } } diff --git a/dashboard/src/apiClient.ts b/dashboard/src/apiClient.ts index 3e5b5f74..5bf37467 100644 --- a/dashboard/src/apiClient.ts +++ b/dashboard/src/apiClient.ts @@ -7,13 +7,16 @@ interface TrialResponse { study_id: number number: number state: TrialState - value?: number + value: number intermediate_values: TrialIntermediateValue[] - datetime_start: string + datetime_start?: string datetime_complete?: string params: TrialParam[] + fixed_params: { + name: string + param_external_value: string + }[] user_attrs: Attribute[] - system_attrs: Attribute[] } const convertTrialResponse = (res: TrialResponse): Trial => { @@ -24,13 +27,15 @@ const convertTrialResponse = (res: TrialResponse): Trial => { state: res.state, value: res.value, intermediate_values: res.intermediate_values, - datetime_start: new Date(res.datetime_start), + datetime_start: res.datetime_start + ? new Date(res.datetime_start) + : undefined, datetime_complete: res.datetime_complete ? new Date(res.datetime_complete) : undefined, params: res.params, + fixed_params: res.fixed_params, user_attrs: res.user_attrs, - system_attrs: res.system_attrs, } } @@ -38,27 +43,34 @@ interface StudyDetailResponse { name: string datetime_start: string direction: StudyDirection - best_trial?: TrialResponse + user_attrs: Attribute[] trials: TrialResponse[] + best_trial: TrialResponse + intersection_search_space: SearchSpaceItem[] + union_search_space: SearchSpaceItem[] + union_user_attrs: AttributeSpec[] + has_intermediate_values: boolean } export const getStudyDetailAPI = (studyId: number): Promise => { return axiosInstance .get(`/api/studies/${studyId}`, {}) .then((res) => { - const trials = res.data.trials.map( - (trial): Trial => { - return convertTrialResponse(trial) - } - ) + const trials = res.data.trials.map((trial): Trial => { + return convertTrialResponse(trial) + }) return { + id: studyId, name: res.data.name, datetime_start: new Date(res.data.datetime_start), direction: res.data.direction, - best_trial: res.data.best_trial - ? convertTrialResponse(res.data.best_trial) - : undefined, + user_attrs: res.data.user_attrs, trials: trials, + best_trial: convertTrialResponse(res.data.best_trial), + 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, } }) } @@ -68,21 +80,7 @@ interface StudySummariesResponse { study_id: number study_name: string direction: StudyDirection - best_trial?: { - trial_id: number - study_id: number - number: number - state: TrialState - value?: number - intermediate_values: TrialIntermediateValue[] - datetime_start: string - datetime_complete?: string - params: TrialParam[] - user_attrs: Attribute[] - system_attrs: Attribute[] - } user_attrs: Attribute[] - system_attrs: Attribute[] datetime_start?: string }[] } @@ -91,24 +89,17 @@ export const getStudySummariesAPI = (): Promise => { return axiosInstance .get(`/api/studies`, {}) .then((res) => { - return res.data.study_summaries.map( - (study): StudySummary => { - const best_trial = study.best_trial - ? convertTrialResponse(study.best_trial) - : undefined - return { - study_id: study.study_id, - study_name: study.study_name, - direction: study.direction, - best_trial: best_trial, - user_attrs: study.user_attrs, - system_attrs: study.system_attrs, - datetime_start: study.datetime_start - ? new Date(study.datetime_start) - : undefined, - } + return res.data.study_summaries.map((study): StudySummary => { + return { + study_id: study.study_id, + study_name: study.study_name, + direction: study.direction, + user_attrs: study.user_attrs, + datetime_start: study.datetime_start + ? new Date(study.datetime_start) + : undefined, } - ) + }) }) } @@ -117,21 +108,8 @@ interface CreateNewStudyResponse { study_id: number study_name: string direction: StudyDirection - best_trial?: { - trial_id: number - study_id: number - number: number - state: TrialState - value?: number - intermediate_values: TrialIntermediateValue[] - datetime_start: string - datetime_complete?: string - params: TrialParam[] - user_attrs: Attribute[] - system_attrs: Attribute[] - } user_attrs: Attribute[] - system_attrs: Attribute[] + is_preferential: boolean datetime_start?: string } } @@ -151,9 +129,8 @@ export const createNewStudyAPI = ( study_id: study_summary.study_id, study_name: study_summary.study_name, direction: study_summary.direction, - // best_trial: undefined, user_attrs: study_summary.user_attrs, - system_attrs: study_summary.system_attrs, + is_preferential: study_summary.is_preferential, datetime_start: study_summary.datetime_start ? new Date(study_summary.datetime_start) : undefined, @@ -161,8 +138,79 @@ export const createNewStudyAPI = ( }) } -export const deleteStudyAPI = (studyId: number): Promise<{}> => { - return axiosInstance.delete<{}>(`/api/studies/${studyId}`).then((res) => { - return {} +export const deleteStudyAPI = (studyId: number): Promise => { + return axiosInstance.delete(`/api/studies/${studyId}`).then(() => { + return }) } + +export const tellTrialAPI = ( + trialId: number, + state: TrialStateFinished, + value: number +): Promise => { + const req: { state: TrialState; value: number } = { + state: state, + value: value, + } + + 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 + }) +} diff --git a/dashboard/src/components/App.tsx b/dashboard/src/components/App.tsx index 6fa5add2..264c9243 100644 --- a/dashboard/src/components/App.tsx +++ b/dashboard/src/components/App.tsx @@ -1,25 +1,100 @@ -import React, { FC } from "react" +import React, { FC, useMemo, useState, useEffect } from "react" import { RecoilRoot } from "recoil" -import { BrowserRouter as Router, Switch, Route } from "react-router-dom" +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 { StudyDetail } from "./StudyDetail" import { StudyList } from "./StudyList" -export const App: FC<{}> = () => { +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/dashboard/src/components/AppDrawer.tsx b/dashboard/src/components/AppDrawer.tsx new file mode 100644 index 00000000..29ca7b52 --- /dev/null +++ b/dashboard/src/components/AppDrawer.tsx @@ -0,0 +1,289 @@ +import React, { FC } from "react" +import { useRecoilState, useRecoilValue } from "recoil" +import { styled, useTheme, Theme, CSSObject } from "@mui/material/styles" +import Box from "@mui/material/Box" +import MuiDrawer from "@mui/material/Drawer" +import MuiAppBar, { AppBarProps as MuiAppBarProps } from "@mui/material/AppBar" +import Toolbar from "@mui/material/Toolbar" +import List from "@mui/material/List" +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 } 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 MenuIcon from "@mui/icons-material/Menu" +import QueryStatsIcon from "@mui/icons-material/QueryStats" +import { Switch } from "@mui/material" +import { actionCreator } from "../action" + +const drawerWidth = 240 + +export type PageId = "top" | "analytics" | "trialTable" | "trialList" + +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 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 && ( + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + )} + + + + {studyId !== undefined && ( + + { + action.saveReloadInterval(reloadInterval === -1 ? 10 : -1) + }} + > + + {reloadInterval === -1 ? : } + + + + + + )} + + { + toggleColorMode() + }} + > + + {theme.palette.mode === "dark" ? ( + + ) : ( + + )} + + + + + + + + + + {children || null} + + + ) +} diff --git a/dashboard/src/components/CreateStudyDialog.tsx b/dashboard/src/components/CreateStudyDialog.tsx new file mode 100644 index 00000000..85744605 --- /dev/null +++ b/dashboard/src/components/CreateStudyDialog.tsx @@ -0,0 +1,90 @@ +import React, { ReactNode, useState } from "react" +import { + Dialog, + DialogTitle, + DialogContent, + DialogContentText, + Button, + DialogActions, +} from "@mui/material" +import { actionCreator } from "../action" +import { DebouncedInputTextField } from "./Debounce" +import { useRecoilValue } from "recoil" +import { studySummariesState } from "../state" + +export const useCreateStudyDialog = (): [() => void, () => ReactNode] => { + const action = actionCreator() + + const [newStudyName, setNewStudyName] = useState("") + const [openNewStudyDialog, setOpenNewStudyDialog] = useState(false) + const [direction, setDirection] = useState("minimize") + const studies = useRecoilValue(studySummariesState) + const newStudyNameAlreadyUsed = studies.some( + (v) => v.study_name === newStudyName + ) + + const handleCloseNewStudyDialog = () => { + setOpenNewStudyDialog(false) + setNewStudyName("") + setDirection("minimize") + } + + const handleCreateNewStudy = () => { + action.createNewStudy(newStudyName, direction) + setOpenNewStudyDialog(false) + setNewStudyName("") + setDirection("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", + }} + /> + + + + + + + ) + } + return [openDialog, renderCreateNewStudyDialog] +} diff --git a/dashboard/src/components/DataGrid.tsx b/dashboard/src/components/DataGrid.tsx index 61d0fa44..2d6a5670 100644 --- a/dashboard/src/components/DataGrid.tsx +++ b/dashboard/src/components/DataGrid.tsx @@ -1,5 +1,4 @@ import React from "react" -import { createStyles, makeStyles, Theme } from "@material-ui/core/styles" import { Table, TableBody, @@ -11,41 +10,19 @@ import { TableSortLabel, Collapse, IconButton, -} from "@material-ui/core" -import KeyboardArrowDownIcon from "@material-ui/icons/KeyboardArrowDown" -import KeyboardArrowUpIcon from "@material-ui/icons/KeyboardArrowUp" -import { Clear } from "@material-ui/icons" + 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" -const defaultRowsPerPageOption = [10, 50, 100, { label: "All", value: -1 }] +// eslint-disable-next-line @typescript-eslint/no-explicit-any +type Value = any -const useStyles = makeStyles((theme: Theme) => - createStyles({ - root: { - width: "100%", - }, - visuallyHidden: { - border: 0, - clip: "rect(0 0 0 0)", - height: 1, - margin: -1, - overflow: "hidden", - padding: 0, - position: "absolute", - top: 20, - width: 1, - }, - filterable: { - color: theme.palette.primary.main, - textDecoration: "underline", - cursor: "pointer", - }, - tableHeaderCell: { - display: "inline-flex", - }, - }) -) +const defaultRowsPerPageOption = [10, 50, 100, { label: "All", value: -1 }] interface DataGridColumn { field: keyof T @@ -54,12 +31,12 @@ interface DataGridColumn { less?: (a: T, b: T) => number filterable?: boolean toCellValue?: (rowIndex: number) => string | React.ReactNode - padding?: "default" | "checkbox" | "none" + padding?: "normal" | "checkbox" | "none" } -interface RowFilter { - field: keyof T - value: any +interface RowFilter { + columnIdx: number + value: Value } function DataGrid(props: { @@ -70,14 +47,14 @@ function DataGrid(props: { collapseBody?: (rowIndex: number) => React.ReactNode initialRowsPerPage?: number rowsPerPageOption?: Array -}) { - const classes = useStyles() - const { columns, rows, keyField, dense, collapseBody } = props + 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 [filters, setFilters] = React.useState([]) const getRowIndex = (row: T): number => { return rows.findIndex((row2) => row[keyField] === row2[keyField]) @@ -104,33 +81,45 @@ function DataGrid(props: { } // Filtering - const fieldAlreadyFiltered = (field: keyof T): boolean => - filters.some((f) => f.field === field) + const fieldAlreadyFiltered = (columnIdx: number): boolean => + filters.some((f) => f.columnIdx === columnIdx) - const handleClickFilterCell = (field: keyof T, value: any) => { - if (fieldAlreadyFiltered(field)) { + const handleClickFilterCell = (columnIdx: number, value: Value) => { + if (fieldAlreadyFiltered(columnIdx)) { return } - const newFilters = [...filters, { field: field, value: value }] + const newFilters = [...filters, { columnIdx: columnIdx, value: value }] setFilters(newFilters) } - const clearFilter = (field: keyof T): void => { - setFilters(filters.filter((f) => f.field !== field)) + const clearFilter = (columnIdx: number): void => { + setFilters(filters.filter((f) => f.columnIdx !== columnIdx)) } - const filteredRows = rows.filter((row) => - filters.length === 0 + const filteredRows = rows.filter((row, rowIdx) => { + if (defaultFilter !== undefined && defaultFilter(row)) { + return false + } + return filters.length === 0 ? true : filters.some((f) => { - return row[f.field] === f.value + 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) => ( - event: React.MouseEvent - ) => { + const createSortHandler = (columnId: number) => () => { const isAsc = orderBy === columnId && order === "asc" setOrder(isAsc ? "desc" : "asc") setOrderBy(columnId) @@ -143,8 +132,25 @@ function DataGrid(props: { 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 ( -
+ (props: { {collapseBody ? : null} - {columns.map((column, index) => ( + {columns.map((column, columnIdx) => ( - + {column.sortable ? ( {column.label} {orderBy === column.field ? ( - + {order === "desc" ? "sorted descending" : "sorted ascending"} - + ) : null} ) : ( @@ -183,25 +189,25 @@ function DataGrid(props: { { - clearFilter(column.field) + onClick={() => { + clearFilter(columnIdx) }} > ) : null} - + ))} - {currentPageRows.map((row, index) => ( + {currentPageRows.map((row) => ( columns={columns} rowIndex={getRowIndex(row)} @@ -226,10 +232,10 @@ function DataGrid(props: { count={filteredRows.length} rowsPerPage={rowsPerPage} page={page} - onChangePage={handleChangePage} - onChangeRowsPerPage={handleChangeRowsPerPage} + onPageChange={handleChangePage} + onRowsPerPageChange={handleChangeRowsPerPage} /> - + ) } @@ -239,9 +245,8 @@ function DataGridRow(props: { row: T keyField: keyof T collapseBody?: (rowIndex: number) => React.ReactNode - handleClickFilterCell: (field: keyof T, value: any) => void + handleClickFilterCell: (columnIdx: number, value: Value) => void }) { - const classes = useStyles() const { columns, rowIndex, @@ -251,7 +256,13 @@ function DataGridRow(props: { 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 ( @@ -269,22 +280,27 @@ function DataGridRow(props: { {columns.map((column, columnIndex) => { const cellItem = column.toCellValue ? column.toCellValue(rowIndex) - : row[column.field] + : // TODO(c-bata): Avoid this implicit type conversion. + (row[column.field] as number | string | null | undefined) return column.filterable ? ( { - handleClickFilterCell(column.field, row[column.field]) + key={`${row[keyField]}:${column.field.toString()}:${columnIndex}`} + padding={column.padding || "normal"} + onClick={() => { + const value = + column.toCellValue !== undefined + ? column.toCellValue(rowIndex) + : row[column.field] + handleClickFilterCell(columnIndex, value) }} > -
{cellItem}
+ {cellItem} ) : ( {cellItem} diff --git a/dashboard/src/components/Debounce.tsx b/dashboard/src/components/Debounce.tsx new file mode 100644 index 00000000..31e34739 --- /dev/null +++ b/dashboard/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/dashboard/src/components/DeleteStudyDialog.tsx b/dashboard/src/components/DeleteStudyDialog.tsx new file mode 100644 index 00000000..c7d7a135 --- /dev/null +++ b/dashboard/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/dashboard/src/components/GraphContour.tsx b/dashboard/src/components/GraphContour.tsx new file mode 100644 index 00000000..1c02ec3c --- /dev/null +++ b/dashboard/src/components/GraphContour.tsx @@ -0,0 +1,302 @@ +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 { 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 searchSpace = useMergedUnionSearchSpace(study?.union_search_space) + const [xParam, setXParam] = useState(null) + const [yParam, setYParam] = useState(null) + + if (xParam === null && searchSpace.length > 0) { + setXParam(searchSpace[0]) + } + if (yParam === null && searchSpace.length > 1) { + setYParam(searchSpace[1]) + } + + 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, xParam, yParam, theme.palette.mode) + } + }, [study, xParam, yParam, theme.palette.mode]) + + const space: SearchSpaceItem[] = study ? study.union_search_space : [] + + return ( + + + + Contour + + {study !== null && space.length > 0 ? ( + + + x: + + + + y: + + + + ) : null} + + + + + + ) +} + +const filterFunc = (trial: Trial): boolean => { + return trial.state === "Complete" && trial.value !== undefined +} + +const plotContour = ( + study: StudyDetail, + 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)) + 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.value) { + 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.value + zValues[yi][xi] = zValue + } + }) + + const plotData: Partial[] = [ + { + type: "contour", + x: xIndices, + y: yIndices, + z: zValues, + colorscale: "Blues", + connectgaps: true, + hoverinfo: "none", + line: { + smoothing: 1.3, + }, + reversescale: study.direction !== "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) +} + +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/dashboard/src/components/GraphEdf.tsx b/dashboard/src/components/GraphEdf.tsx new file mode 100644 index 00000000..8973ed69 --- /dev/null +++ b/dashboard/src/components/GraphEdf.tsx @@ -0,0 +1,89 @@ +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect } from "react" +import { Typography, useTheme, Box } from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { Target, useFilteredTrials } from "../trialFilter" + +const domId = "graph-edf" + +export const GraphEdf: FC<{ study: StudyDetail | null }> = ({ study }) => { + const theme = useTheme() + const target = new Target("objective", null) + const trials = useFilteredTrials(study, [target], false) + + useEffect(() => { + if (study !== null) { + plotEdf(trials, target, domId, theme.palette.mode) + } + }, [trials, target, domId, theme.palette.mode]) + return ( + + + EDF + + + + ) +} + +const plotEdf = ( + trials: Trial[], + target: Target, + domId: string, + mode: string +) => { + if (document.getElementById(domId) === null) { + return + } + if (trials.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, + }, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, + } + + const values = 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) + } + + const plotData: Partial[] = [ + { + type: "scatter", + x: xValues, + y: yValues, + }, + ] + plotly.react(domId, plotData, layout) +} diff --git a/dashboard/src/components/GraphHistory.tsx b/dashboard/src/components/GraphHistory.tsx index c1d72d73..bbc0e22c 100644 --- a/dashboard/src/components/GraphHistory.tsx +++ b/dashboard/src/components/GraphHistory.tsx @@ -1,116 +1,127 @@ -import * as plotly from "plotly.js-dist" +import * as plotly from "plotly.js-dist-min" import React, { ChangeEvent, FC, useEffect, useState } from "react" import { Grid, FormControl, FormLabel, FormControlLabel, - Checkbox, - Switch, + MenuItem, + Select, Radio, RadioGroup, -} from "@material-ui/core" + Typography, + SelectChangeEvent, + useTheme, +} from "@mui/material" +import { plotlyDarkTemplate } from "./PlotlyDarkMode" +import { + useFilteredTrials, + Target, + useObjectiveAndUserAttrTargets, +} from "../trialFilter" const plotDomId = "graph-history" export const GraphHistory: FC<{ study: StudyDetail | null -}> = ({ study = null }) => { - const [xAxis, setXAxis] = useState("number") - const [logScale, setLogScale] = useState(false) - const [filterCompleteTrial, setFilterCompleteTrial] = useState(false) - const [filterPrunedTrial, setFilterPrunedTrial] = useState(false) - - const handleXAxisChange = (e: ChangeEvent) => { - setXAxis(e.target.value) - } - - const handleLogScaleChange = (e: ChangeEvent) => { - e.preventDefault() - setLogScale(!logScale) - } - - const handleFilterCompleteChange = (e: ChangeEvent) => { - e.preventDefault() - setFilterCompleteTrial(!filterCompleteTrial) - } - - const handleFilterPrunedChange = (e: ChangeEvent) => { - e.preventDefault() - setFilterPrunedTrial(!filterPrunedTrial) - } + logScale: boolean + includePruned: boolean +}> = ({ study, logScale, includePruned }) => { + const theme = useTheme() + const [xAxis, setXAxis] = useState< + "number" | "datetime_start" | "datetime_complete" + >("number") + const [targets, selected, setTarget] = useObjectiveAndUserAttrTargets(study) + const trials = useFilteredTrials(study, [selected], !includePruned) useEffect(() => { if (study !== null) { plotHistory( - study, + trials, + study.direction, + selected, xAxis, logScale, - filterCompleteTrial, - filterPrunedTrial + theme.palette.mode ) } - }, [study, logScale, xAxis, filterPrunedTrial, filterCompleteTrial]) + }, [trials, study?.direction, selected, logScale, xAxis, theme.palette.mode]) + + 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 ( - - - - Log scale: - + + + History + + {targets.length >= 2 ? ( + + y Axis + - - Filter state: + ) : null} + + X-axis: + - } - label="Complete" + value="number" + control={} + label="Number" /> - } - label="Pruned" + value="datetime_start" + control={} + label="Datetime start" /> - - - X-axis: - - } - label="Number" - /> - } - label="Datetime start" - /> - } - label="Datetime complete" - /> - - - + } + label="Datetime complete" + /> + +
@@ -120,11 +131,12 @@ export const GraphHistory: FC<{ } const plotHistory = ( - study: StudyDetail, - xAxis: string, + trials: Trial[], + direction: StudyDirection, + target: Target, + xAxis: "number" | "datetime_start" | "datetime_complete", logScale: boolean, - filterCompleteTrial: boolean, - filterPrunedTrial: boolean + mode: string ) => { if (document.getElementById(plotDomId) === null) { return @@ -138,68 +150,85 @@ const plotHistory = ( b: 0, }, yaxis: { + title: target.toLabel(), type: logScale ? "log" : "linear", }, xaxis: { + title: xAxis === "number" ? "Trial" : "Time", type: xAxis === "number" ? "linear" : "date", }, - showlegend: false, - } - - let filteredTrials = study.trials.filter( - (t) => t.state === "Complete" || t.state === "Pruned" - ) - if (filterCompleteTrial) { - filteredTrials = filteredTrials.filter((t) => t.state !== "Complete") - } - if (filterPrunedTrial) { - filteredTrials = filteredTrials.filter((t) => t.state !== "Pruned") + showlegend: true, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, } - if (filteredTrials.length === 0) { - plotly.react(plotDomId, []) + if (trials.length === 0) { + plotly.react(plotDomId, [], layout) return } - let trialsForLinePlot: Trial[] = [] - let currentBest: number | null = null - filteredTrials.forEach((item) => { - if (currentBest === null) { - currentBest = item.value! - trialsForLinePlot.push(item) - } else if (study.direction === "maximize" && item.value! > currentBest) { - currentBest = item.value! - trialsForLinePlot.push(item) - } else if (study.direction === "minimize" && item.value! < currentBest) { - currentBest = item.value! - trialsForLinePlot.push(item) - } - }) const getAxisX = (trial: Trial): number | Date => { return xAxis === "number" ? trial.number : xAxis === "datetime_start" - ? trial.datetime_start + ? trial.datetime_start! : trial.datetime_complete! } - let xForLinePlot = trialsForLinePlot.map(getAxisX) - xForLinePlot.push(getAxisX(filteredTrials[filteredTrials.length - 1])) - let yForLinePlot = trialsForLinePlot.map((t: Trial): number => t.value!) - yForLinePlot.push(yForLinePlot[yForLinePlot.length - 1]) - const plotData: Partial[] = [ { - x: filteredTrials.map(getAxisX), - y: filteredTrials.map((t: Trial): number => t.value!), + x: trials.map(getAxisX), + y: trials.map((t: Trial): number => target.getTargetValue(t) as number), + name: target.toLabel(), mode: "markers", type: "scatter", }, - { + ] + + if (target.kind === "objective") { + const xForLinePlot: (number | Date)[] = [] + const yForLinePlot: number[] = [] + let currentBest: number | null = null + for (let i = 0; i < trials.length; i++) { + const t = trials[i] + if (currentBest === null) { + currentBest = t.value as number + xForLinePlot.push(getAxisX(t)) + yForLinePlot.push(t.value as number) + } else if ( + direction === "maximize" && + (t.value as number) > currentBest + ) { + const p = trials[i - 1] + if (!xForLinePlot.includes(getAxisX(p))) { + xForLinePlot.push(getAxisX(p)) + yForLinePlot.push(currentBest) + } + currentBest = t.value as number + xForLinePlot.push(getAxisX(t)) + yForLinePlot.push(t.value as number) + } else if ( + direction === "minimize" && + (t.value as number) < currentBest + ) { + const p = trials[i - 1] + if (!xForLinePlot.includes(getAxisX(p))) { + xForLinePlot.push(getAxisX(p)) + yForLinePlot.push(currentBest) + } + currentBest = t.value as number + xForLinePlot.push(getAxisX(t)) + yForLinePlot.push(t.value as number) + } + } + xForLinePlot.push(getAxisX(trials[trials.length - 1])) + yForLinePlot.push(yForLinePlot[yForLinePlot.length - 1]) + plotData.push({ x: xForLinePlot, y: yForLinePlot, + name: "Best Value", mode: "lines", type: "scatter", - }, - ] + }) + } plotly.react(plotDomId, plotData, layout) } diff --git a/dashboard/src/components/GraphIntermediateValues.tsx b/dashboard/src/components/GraphIntermediateValues.tsx index 6a87bf00..ff575823 100644 --- a/dashboard/src/components/GraphIntermediateValues.tsx +++ b/dashboard/src/components/GraphIntermediateValues.tsx @@ -1,45 +1,94 @@ -import * as plotly from "plotly.js-dist" +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[] -}> = ({ trials = [] }) => { + includePruned: boolean + logScale: boolean +}> = ({ trials, includePruned, logScale }) => { + const theme = useTheme() + useEffect(() => { - plotIntermediateValue(trials) - }, [trials]) - return
+ plotIntermediateValue( + trials, + theme.palette.mode, + false, + !includePruned, + logScale + ) + }, [trials, theme.palette.mode, false, includePruned, logScale]) + + return ( + + + + Intermediate values + + + + + ) } -const plotIntermediateValue = (trials: Trial[]) => { +const plotIntermediateValue = ( + trials: Trial[], + mode: string, + filterCompleteTrial: boolean, + filterPrunedTrial: boolean, + logScale: boolean +) => { if (document.getElementById(plotDomId) === null) { return } const layout: Partial = { - title: "Intermediate values", 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 } - let filteredTrials = trials.filter( - (t) => t.state === "Complete" || t.state === "Pruned" + const filteredTrials = trials.filter( + (t) => + (!filterCompleteTrial && t.state === "Complete") || + (!filterPrunedTrial && t.state === "Pruned" && t.value !== undefined) || + t.state == "Running" ) const plotData: Partial[] = filteredTrials.map((trial) => { + const values = trial.intermediate_values return { - x: trial.intermediate_values.map((iv) => iv.step), - y: trial.intermediate_values.map((iv) => iv.value), + x: values.map((iv) => iv.step), + y: values.map((iv) => iv.value), + marker: { maxdisplayed: 10 }, mode: "lines+markers", type: "scatter", - name: `trial #${trial.number}`, + name: + trial.state !== "Running" + ? `trial #${trial.number}` + : `trial #${trial.number} (running)`, } }) plotly.react(plotDomId, plotData, layout) diff --git a/dashboard/src/components/GraphParallelCoordinate.tsx b/dashboard/src/components/GraphParallelCoordinate.tsx index a91932e2..cb85dbf8 100644 --- a/dashboard/src/components/GraphParallelCoordinate.tsx +++ b/dashboard/src/components/GraphParallelCoordinate.tsx @@ -1,98 +1,238 @@ -import * as plotly from "plotly.js-dist" -import React, { FC, useEffect } from "react" +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()} + /> + ) + })} + + ) + + const targets = allTargets.filter((t, i) => + checked.length > i ? checked[i] : true + ) + return [targets, searchSpace, renderCheckBoxes] +} + export const GraphParallelCoordinate: FC<{ - trials: Trial[] -}> = ({ trials = [] }) => { + study: StudyDetail | null +}> = ({ study = null }) => { + const theme = useTheme() + const [targets, searchSpace, renderCheckBoxes] = useTargets(study) + + const trials = useFilteredTrials(study, targets, false) useEffect(() => { - plotCoordinate(trials) - }, [trials]) - return
+ if (study !== null) { + plotCoordinate(study, trials, targets, searchSpace, theme.palette.mode) + } + }, [study, trials, targets, searchSpace, theme.palette.mode]) + + return ( + + + + Parallel Coordinate + + {renderCheckBoxes()} + + + + + + ) } -const plotCoordinate = (trials: Trial[]) => { +const plotCoordinate = ( + study: StudyDetail, + trials: Trial[], + targets: Target[], + searchSpace: SearchSpaceItem[], + mode: string +) => { if (document.getElementById(plotDomId) === null) { return } const layout: Partial = { - title: "Parallel coordinate", margin: { - l: 50, + l: 70, + t: 50, r: 50, - b: 0, + b: 100, }, + template: mode === "dark" ? plotlyDarkTemplate : {}, + uirevision: "true", } - - if (trials.length === 0) { - plotly.react(plotDomId, []) + if (trials.length === 0 || targets.length === 0) { + plotly.react(plotDomId, [], layout) return } - let filteredTrials = trials.filter( - (t) => t.state === "Complete" || t.state === "Pruned" - ) - // Intersection param names - let paramNames = new Set(trials[0].params.map((p) => p.name)) - filteredTrials.forEach((t) => { - paramNames = new Set( - t.params.filter((p) => paramNames.has(p.name)).map((p) => p.name) - ) - }) - - if (paramNames.size === 0) { - plotly.react(plotDomId, []) - 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 objectiveValues: number[] = filteredTrials.map((t) => t.value!) - let dimensions = [ - { - label: "Objective value", - values: objectiveValues, - range: [Math.min(...objectiveValues), Math.max(...objectiveValues)], - }, - ] - paramNames.forEach((paramName) => { - const valueStrings = filteredTrials.map((t) => { - const param = t.params.find((p) => p.name == paramName) - return param!.value - }) - const isnum = valueStrings.every((v) => { - return !isNaN(parseFloat(v)) - }) - if (isnum) { - const values: number[] = valueStrings.map((v) => parseFloat(v)) - dimensions.push({ - label: paramName, + 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(), values: values, range: [Math.min(...values), Math.max(...values)], - }) + } } else { - // categorical - const vocabSet = new Set(valueStrings) - const vocabArr = Array.from(vocabSet) - const values: number[] = valueStrings.map((v) => - vocabArr.findIndex((vocab) => v === vocab) + 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 ) - const tickvals: number[] = vocabArr.map((v, i) => i) - dimensions.push({ - label: paramName, - values: values, - range: [Math.min(...values), Math.max(...values)], - // @ts-ignore - tickvals: tickvals, - ticktext: vocabArr, - }) + 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" && study.direction === "maximize") { + reversescale = true + } const plotData: Partial[] = [ { type: "parcoords", - // @ts-ignore dimensions: dimensions, + labelangle: 30, + labelside: "bottom", + line: { + color: dimensions[0]["values"], + // @ts-ignore + colorscale: "Blues", + colorbar: { + title: targets[0].toLabel(), + }, + showscale: true, + reversescale: reversescale, + }, }, ] diff --git a/dashboard/src/components/GraphSlice.tsx b/dashboard/src/components/GraphSlice.tsx index c6b46673..f7da85df 100644 --- a/dashboard/src/components/GraphSlice.tsx +++ b/dashboard/src/components/GraphSlice.tsx @@ -1,193 +1,259 @@ -import * as plotly from "plotly.js-dist" -import React, { ChangeEvent, FC, useEffect, useState } from "react" +import * as plotly from "plotly.js-dist-min" +import React, { FC, useEffect, useState } from "react" import { Grid, FormControl, - InputLabel, + FormLabel, MenuItem, + Switch, Select, -} from "@material-ui/core" -import { createStyles, makeStyles, Theme } from "@material-ui/core/styles" + 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 useStyles = makeStyles((theme: Theme) => - createStyles({ - formControl: { - marginBottom: theme.spacing(2), - marginRight: theme.spacing(5), - marginTop: theme.spacing(10), - }, - }) -) - -const getParamNames = (trials: Trial[]): string[] => { - const paramSet = new Set( - ...trials.map((t) => t.params.map((p) => p.name)) - ) - return Array.from(paramSet) +const isLogScale = (s: SearchSpaceItem): boolean => { + if (s.distribution.type === "CategoricalDistribution") { + return false + } + return s.distribution.log } export const GraphSlice: FC<{ - trials: Trial[] -}> = ({ trials = [] }) => { - const classes = useStyles() - const [paramNames, setParamNames] = useState([]) - const [selected, setSelected] = useState(null) + study: StudyDetail | null +}> = ({ study = null }) => { + const theme = useTheme() - useEffect(() => { - if (trials.length === 0 || paramNames.length !== 0) { - return - } + 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 p = getParamNames(trials) - setParamNames(p) - if (selected === null && p.length !== 0) { - setSelected(p[0]) - } - }, [trials]) + const trials = useFilteredTrials( + study, + selectedParamTarget !== null + ? [selectedObjective, selectedParamTarget] + : [selectedObjective], + false + ) useEffect(() => { - plotSlice(trials, selected) - }, [trials, selected]) + 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 handleSelectedParam = (e: ChangeEvent<{ value: unknown }>) => { - setSelected(e.target.value as string) + const handleObjectiveChange = (event: SelectChangeEvent) => { + setObjectiveTarget(event.target.value) + } + + const handleSelectedParam = (e: SelectChangeEvent) => { + setParamTarget(e.target.value) + } + + const handleLogYScaleChange = () => { + setLogYScale(!logYScale) } return ( - - - {paramNames.length !== 0 && selected !== null ? ( - - Parameter - - - ) : null} - + + + Slice + + {objectiveTargets.length !== 1 && ( + + Objective: + + + )} + {paramTargets.length !== 0 && selectedParamTarget !== null && ( + + Parameter: + + + )} + + Log y scale: + + - -
+ + ) } -const plotSlice = (trials: Trial[], selected: string | null) => { +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 = { - title: "Slice", margin: { l: 50, + t: 0, r: 50, + b: 0, }, xaxis: { - title: selected || "", - zerolinecolor: "#f2f5fa", - zerolinewidth: 1.5, - linecolor: "#f2f5fa", - linewidth: 5, - gridcolor: "#f2f5fa", + title: selectedParamTarget?.toLabel() || "", + type: + selectedParamSpace !== null && isLogScale(selectedParamSpace) + ? "log" + : "linear", gridwidth: 1, + automargin: true, }, yaxis: { - title: "Objective Values", - zerolinecolor: "#f2f5fa", - zerolinewidth: 2, - linecolor: "#f2f5fa", - linewidth: 5, - gridcolor: "#f2f5fa", + title: "Objective Value", + type: logYScale ? "log" : "linear", gridwidth: 1, + automargin: true, }, - plot_bgcolor: "#E5ecf6", showlegend: false, + uirevision: "true", + template: mode === "dark" ? plotlyDarkTemplate : {}, } - - const filteredTrials = trials.filter( - (t) => - (t.state === "Complete" || t.state === "Pruned") && - t.params.find((p) => p.name == selected) !== undefined - ) - - if (filteredTrials.length === 0 || selected === null) { + if ( + selectedParamSpace === null || + selectedParamTarget === null || + trials.length === 0 + ) { plotly.react(plotDomId, [], layout) return } - const objectiveValues: number[] = filteredTrials.map((t) => t.value!) - const valueStrings = filteredTrials.map((t) => { - return t.params.find((p) => p.name == selected)!.value - }) + const objectiveValues: number[] = trials.map( + (t) => objectiveTarget.getTargetValue(t) as number + ) + const values = trials.map( + (t) => selectedParamTarget.getTargetValue(t) as number + ) - const isnum = valueStrings.every((v) => { - return !isNaN(parseFloat(v)) - }) - if (isnum) { - const valuesNum: number[] = valueStrings.map((v) => parseFloat(v)) + const trialNumbers: number[] = trials.map((t) => t.number) + if (selectedParamSpace.distribution.type !== "CategoricalDistribution") { const trace: plotly.Data[] = [ { type: "scatter", - x: valuesNum, + x: values, y: objectiveValues, mode: "markers", - xaxis: selected, marker: { - color: "#185799", + color: trialNumbers, + colorscale: "Blues", + reversescale: true, + colorbar: { + title: "Trial", + }, + line: { + color: "Grey", + width: 0.5, + }, }, }, ] layout["xaxis"] = { - title: selected, - zerolinecolor: "#f2f5fa", - zerolinewidth: 1.5, - linecolor: "#f2f5fa", - linewidth: 5, - gridcolor: "#f2f5fa", + 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 vocabSet = new Set(valueStrings) - const vocabArr = Array.from(vocabSet) - const valuesCategorical: number[] = valueStrings.map((v) => - vocabArr.findIndex((vocab) => v === vocab) - ) + const vocabArr = selectedParamSpace.distribution.choices.map((c) => c.value) const tickvals: number[] = vocabArr.map((v, i) => i) const trace: plotly.Data[] = [ { type: "scatter", - x: valuesCategorical, + x: values, y: objectiveValues, mode: "markers", - // xaxis: paramName, marker: { - color: "#185799", + color: trialNumbers, + colorscale: "Blues", + reversescale: true, + colorbar: { + title: "Trial", + }, + line: { + color: "Grey", + width: 0.5, + }, }, }, ] layout["xaxis"] = { - title: selected, - zerolinecolor: "#f2f5fa", - zerolinewidth: 1.5, - linecolor: "#f2f5fa", - linewidth: 5, - gridcolor: "#f2f5fa", + title: selectedParamTarget.toLabel(), + type: "linear", gridwidth: 1, - tickfont: { - color: "#000000", - }, tickvals: tickvals, ticktext: vocabArr, + automargin: true, // Otherwise the label is outside of the plot } plotly.react(plotDomId, trace, layout) } diff --git a/dashboard/src/components/GraphTimeline.tsx b/dashboard/src/components/GraphTimeline.tsx new file mode 100644 index 00000000..68afe0fc --- /dev/null +++ b/dashboard/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/dashboard/src/components/PlotlyDarkMode.ts b/dashboard/src/components/PlotlyDarkMode.ts new file mode 100644 index 00000000..d91a3c05 --- /dev/null +++ b/dashboard/src/components/PlotlyDarkMode.ts @@ -0,0 +1,367 @@ +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 = { + data: { + bar: [ + { + error_x: { color: "#f2f5fa" }, + error_y: { color: "#f2f5fa" }, + marker: { + line: { color: "rgb(17,17,17)", width: 0.5 }, + pattern: { fillmode: "overlay", size: 10, solidity: 0.2 }, + }, + type: "bar", + }, + ], + barpolar: [ + { + marker: { + line: { color: "rgb(17,17,17)", width: 0.5 }, + pattern: { fillmode: "overlay", size: 10, solidity: 0.2 }, + }, + type: "barpolar", + }, + ], + carpet: [ + { + aaxis: { + endlinecolor: "#A2B1C6", + gridcolor: "#506784", + linecolor: "#506784", + minorgridcolor: "#506784", + startlinecolor: "#A2B1C6", + }, + baxis: { + endlinecolor: "#A2B1C6", + gridcolor: "#506784", + linecolor: "#506784", + minorgridcolor: "#506784", + startlinecolor: "#A2B1C6", + }, + type: "carpet", + }, + ], + choropleth: [ + { colorbar: { outlinewidth: 0, ticks: "" }, type: "choropleth" }, + ], + contour: [ + { + colorbar: { outlinewidth: 0, ticks: "" }, + colorscale: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + type: "contour", + }, + ], + contourcarpet: [ + { colorbar: { outlinewidth: 0, ticks: "" }, type: "contourcarpet" }, + ], + heatmap: [ + { + colorbar: { outlinewidth: 0, ticks: "" }, + colorscale: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + type: "heatmap", + }, + ], + heatmapgl: [ + { + colorbar: { outlinewidth: 0, ticks: "" }, + colorscale: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + type: "heatmapgl", + }, + ], + histogram: [ + { + marker: { pattern: { fillmode: "overlay", size: 10, solidity: 0.2 } }, + type: "histogram", + }, + ], + histogram2d: [ + { + colorbar: { outlinewidth: 0, ticks: "" }, + colorscale: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + type: "histogram2d", + }, + ], + histogram2dcontour: [ + { + colorbar: { outlinewidth: 0, ticks: "" }, + colorscale: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + type: "histogram2dcontour", + }, + ], + mesh3d: [{ colorbar: { outlinewidth: 0, ticks: "" }, type: "mesh3d" }], + parcoords: [ + { line: { colorbar: { outlinewidth: 0, ticks: "" } }, type: "parcoords" }, + ], + pie: [{ automargin: true, type: "pie" }], + scatter: [{ marker: { line: { color: "#283442" } }, type: "scatter" }], + scatter3d: [ + { + line: { colorbar: { outlinewidth: 0, ticks: "" } }, + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scatter3d", + }, + ], + scattercarpet: [ + { + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scattercarpet", + }, + ], + scattergeo: [ + { + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scattergeo", + }, + ], + scattergl: [{ marker: { line: { color: "#283442" } }, type: "scattergl" }], + scattermapbox: [ + { + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scattermapbox", + }, + ], + scatterpolar: [ + { + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scatterpolar", + }, + ], + scatterpolargl: [ + { + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scatterpolargl", + }, + ], + scatterternary: [ + { + marker: { colorbar: { outlinewidth: 0, ticks: "" } }, + type: "scatterternary", + }, + ], + surface: [ + { + colorbar: { outlinewidth: 0, ticks: "" }, + colorscale: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + type: "surface", + }, + ], + table: [ + { + cells: { fill: { color: "#506784" }, line: { color: "rgb(17,17,17)" } }, + header: { + fill: { color: "#2a3f5f" }, + line: { color: "rgb(17,17,17)" }, + }, + type: "table", + }, + ], + }, + layout: { + annotationdefaults: { arrowcolor: "#f2f5fa", arrowhead: 0, arrowwidth: 1 }, + autotypenumbers: "strict", + coloraxis: { colorbar: { outlinewidth: 0, ticks: "" } }, + colorscale: { + diverging: [ + [0, "#8e0152"], + [0.1, "#c51b7d"], + [0.2, "#de77ae"], + [0.3, "#f1b6da"], + [0.4, "#fde0ef"], + [0.5, "#f7f7f7"], + [0.6, "#e6f5d0"], + [0.7, "#b8e186"], + [0.8, "#7fbc41"], + [0.9, "#4d9221"], + [1, "#276419"], + ], + sequential: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + sequentialminus: [ + [0.0, "#0d0887"], + [0.1111111111111111, "#46039f"], + [0.2222222222222222, "#7201a8"], + [0.3333333333333333, "#9c179e"], + [0.4444444444444444, "#bd3786"], + [0.5555555555555556, "#d8576b"], + [0.6666666666666666, "#ed7953"], + [0.7777777777777778, "#fb9f3a"], + [0.8888888888888888, "#fdca26"], + [1.0, "#f0f921"], + ], + }, + colorway: [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52", + ], + font: { color: "#f2f5fa" }, + geo: { + bgcolor: "rgb(17,17,17)", + lakecolor: "rgb(17,17,17)", + landcolor: "rgb(17,17,17)", + showlakes: true, + showland: true, + subunitcolor: "#506784", + }, + hoverlabel: { align: "left" }, + hovermode: "closest", + mapbox: { style: "dark" }, + paper_bgcolor: "rgb(17,17,17)", + plot_bgcolor: "rgb(17,17,17)", + polar: { + angularaxis: { gridcolor: "#506784", linecolor: "#506784", ticks: "" }, + bgcolor: "rgb(17,17,17)", + radialaxis: { gridcolor: "#506784", linecolor: "#506784", ticks: "" }, + }, + scene: { + xaxis: { + backgroundcolor: "rgb(17,17,17)", + gridcolor: "#506784", + gridwidth: 2, + linecolor: "#506784", + showbackground: true, + ticks: "", + zerolinecolor: "#C8D4E3", + }, + yaxis: { + backgroundcolor: "rgb(17,17,17)", + gridcolor: "#506784", + gridwidth: 2, + linecolor: "#506784", + showbackground: true, + ticks: "", + zerolinecolor: "#C8D4E3", + }, + zaxis: { + backgroundcolor: "rgb(17,17,17)", + gridcolor: "#506784", + gridwidth: 2, + linecolor: "#506784", + showbackground: true, + ticks: "", + zerolinecolor: "#C8D4E3", + }, + }, + shapedefaults: { line: { color: "#f2f5fa" } }, + sliderdefaults: { + bgcolor: "#C8D4E3", + bordercolor: "rgb(17,17,17)", + borderwidth: 1, + tickwidth: 0, + }, + ternary: { + aaxis: { gridcolor: "#506784", linecolor: "#506784", ticks: "" }, + baxis: { gridcolor: "#506784", linecolor: "#506784", ticks: "" }, + bgcolor: "rgb(17,17,17)", + caxis: { gridcolor: "#506784", linecolor: "#506784", ticks: "" }, + }, + title: { x: 0.05 }, + updatemenudefaults: { bgcolor: "#506784", borderwidth: 0 }, + xaxis: { + automargin: true, + gridcolor: "#283442", + linecolor: "#506784", + ticks: "", + title: { standoff: 15 }, + zerolinecolor: "#283442", + zerolinewidth: 2, + }, + yaxis: { + automargin: true, + gridcolor: "#283442", + linecolor: "#506784", + ticks: "", + title: { standoff: 15 }, + zerolinecolor: "#283442", + zerolinewidth: 2, + }, + }, +} diff --git a/dashboard/src/components/StudyDetail.tsx b/dashboard/src/components/StudyDetail.tsx index cb413c45..f12436ba 100644 --- a/dashboard/src/components/StudyDetail.tsx +++ b/dashboard/src/components/StudyDetail.tsx @@ -1,345 +1,147 @@ -import React, { FC, useEffect, useState } from "react" +import React, { FC, useEffect, useMemo } from "react" import { useRecoilValue } from "recoil" import { Link, useParams } from "react-router-dom" -import { createStyles, fade, makeStyles, Theme } from "@material-ui/core/styles" import { - AppBar, + Box, Card, - Typography, CardContent, - Container, - Grid, - Toolbar, - Paper, - Box, + Typography, + useTheme, IconButton, - Select, - MenuItem, -} from "@material-ui/core" -import { Home, Cached } from "@material-ui/icons" +} from "@mui/material" +import ChevronRightIcon from "@mui/icons-material/ChevronRight" +import HomeIcon from "@mui/icons-material/Home" -import { DataGridColumn, DataGrid } from "./DataGrid" +import { actionCreator } from "../action" +import { + reloadIntervalState, + useStudyDetailValue, + useStudyName, +} from "../state" +import { TrialTable } from "./TrialTable" +import { AppDrawer, PageId } from "./AppDrawer" import { GraphParallelCoordinate } from "./GraphParallelCoordinate" -import { GraphIntermediateValues } from "./GraphIntermediateValues" +import { Contour } from "./GraphContour" import { GraphSlice } from "./GraphSlice" -import { GraphHistory } from "./GraphHistory" -import { actionCreator } from "../action" -import { studyDetailsState } from "../state" - -const useStyles = makeStyles((theme: Theme) => - createStyles({ - paper: { - margin: theme.spacing(2), - padding: theme.spacing(2), - }, - card: { - margin: theme.spacing(2), - }, - reload: { - position: "relative", - borderRadius: theme.shape.borderRadius, - backgroundColor: fade(theme.palette.common.white, 0.15), - "&:hover": { - backgroundColor: fade(theme.palette.common.white, 0.25), - }, - marginLeft: 0, - width: "100%", - [theme.breakpoints.up("sm")]: { - marginLeft: theme.spacing(1), - width: "auto", - }, - }, - reloadIcon: { - padding: theme.spacing(0, 2), - height: "100%", - position: "absolute", - pointerEvents: "none", - display: "flex", - alignItems: "center", - justifyContent: "center", - }, - reloadSelect: { - color: "inherit", - padding: theme.spacing(1, 1, 1, 0), - // vertical padding + font size from searchIcon - paddingLeft: `calc(1em + ${theme.spacing(4)}px)`, - transition: theme.transitions.create("width"), - width: "100%", - [theme.breakpoints.up("sm")]: { - width: "14ch", - "&:focus": { - width: "20ch", - }, - }, - }, - grow: { - flexGrow: 1, - }, - }) -) +import { GraphEdf } from "./GraphEdf" +import { TrialList } from "./TrialList" +import { StudyHistory } from "./StudyHistory" -interface ParamTypes { - studyId: string -} +export const useURLVars = (): number => { + const { studyId } = useParams<{ studyId: string }>() -export const useStudyDetailValue = (studyId: number): StudyDetail | null => { - const studyDetails = useRecoilValue(studyDetailsState) - return studyDetails[studyId] || null + return useMemo(() => parseInt(studyId, 10), [studyId]) } -export const StudyDetail: FC<{}> = () => { - const classes = useStyles() +export const StudyDetail: FC<{ + toggleColorMode: () => void + page: PageId +}> = ({ toggleColorMode, page }) => { + const theme = useTheme() const action = actionCreator() - const { studyId } = useParams() - const studyIdNumber = parseInt(studyId, 10) - const studyDetail = useStudyDetailValue(studyIdNumber) - const [openReloadIntervalSelect, setOpenReloadIntervalSelect] = useState< - boolean - >(false) - const [reloadInterval, setReloadInterval] = useState(10) + const studyId = useURLVars() + const studyDetail = useStudyDetailValue(studyId) + const reloadInterval = useRecoilValue(reloadIntervalState) + const studyName = useStudyName(studyId) + + const title = + studyName !== null ? `${studyName} (id=${studyId})` : `Study #${studyId}` useEffect(() => { - action.updateStudyDetail(studyIdNumber) + action.loadReloadInterval() + action.updateStudyDetail(studyId) }, []) useEffect(() => { if (reloadInterval < 0) { return } + let interval = reloadInterval * 1000 + const intervalId = setInterval(function () { - action.updateStudyDetail(studyIdNumber) - }, reloadInterval * 1000) + action.updateStudyDetail(studyId) + }, interval) return () => clearInterval(intervalId) - }, [reloadInterval]) + }, [reloadInterval, studyDetail, page]) - const title = studyDetail !== null ? studyDetail.name : `Study #${studyId}` - const trials: Trial[] = studyDetail !== null ? studyDetail.trials : [] - - return ( -
- - - - {APP_BAR_TITLE} -
-
{ - setOpenReloadIntervalSelect(!openReloadIntervalSelect) - }} - > -
- -
- -
- - - - - - - -
- - {title} - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- -
- ) -} - -const TrialTable: FC<{ trials: Trial[] }> = ({ trials = [] }) => { - 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(), - }, - { field: "value", label: "Value", sortable: true }, - { - field: "datetime_start", - label: "Duration(sec)", - toCellValue: (i) => { - const startMs = trials[i].datetime_start?.getTime() - const completeMs = trials[i].datetime_complete?.getTime() - if (startMs !== undefined && completeMs !== undefined) { - return ((completeMs - startMs) / 1000).toString() - } - return null - }, - sortable: true, - less: (firstEl, secondEl): number => { - const firstStartMs = firstEl.datetime_start?.getTime() - const firstCompleteMs = firstEl.datetime_complete?.getTime() - const firstDurationMs = - firstStartMs !== undefined && firstCompleteMs !== undefined - ? firstCompleteMs - firstStartMs - : undefined - const secondStartMs = secondEl.datetime_start?.getTime() - const secondCompleteMs = secondEl.datetime_complete?.getTime() - const secondDurationMs = - secondStartMs !== undefined && secondCompleteMs !== undefined - ? secondCompleteMs - secondStartMs - : undefined - - if (firstDurationMs === secondDurationMs) { - return 0 - } else if ( - firstDurationMs !== undefined && - secondDurationMs !== undefined - ) { - return firstDurationMs < secondDurationMs ? 1 : -1 - } else if (firstDurationMs !== undefined) { - return -1 - } else { - return 1 - } - }, - }, - { - field: "params", - label: "Params", - toCellValue: (i) => - trials[i].params.map((p) => p.name + ": " + p.value).join(", "), - }, - ] - const collapseParamColumns: DataGridColumn[] = [ - { field: "name", label: "Name", sortable: true }, - { field: "value", label: "Value", sortable: true }, - ] - const collapseIntermediateValueColumns: DataGridColumn< - TrialIntermediateValue - >[] = [ - { field: "step", label: "Step", sortable: true }, - { field: "value", label: "Value", sortable: true }, - ] - const collapseAttrColumns: DataGridColumn[] = [ - { field: "key", label: "Key", sortable: true }, - { field: "value", label: "Value", sortable: true }, - ] - - const collapseBody = (index: number) => { - return ( - - - - - Parameters - - - columns={collapseParamColumns} - rows={trials[index].params} - keyField={"name"} - dense={true} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - Trial user attributes - - - columns={collapseAttrColumns} - rows={trials[index].user_attrs} - keyField={"key"} - dense={true} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - - - - - Intermediate values - - - columns={collapseIntermediateValueColumns} - rows={trials[index].intermediate_values} - keyField={"step"} - dense={true} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - Trial system attributes - - - columns={collapseAttrColumns} - rows={trials[index].system_attrs} - keyField={"key"} - dense={true} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - - + let content = null + if (page === "top") { + content = + } else if (page === "analytics") { + content = ( + + + Hyperparameter Relationships + + + + + + + + + + + + + + + + + + Empirical Distribution of the Objective Value + + + + + + + + ) + } else if (page === "trialTable") { + content = ( + + + + + ) + } else if (page === "trialList") { + content = } + const toolbar = ( + <> + + + + + + {title} + + + ) + return ( - - columns={columns} - rows={trials} - keyField={"trial_id"} - dense={true} - collapseBody={collapseBody} - /> + + + {content} + + ) } diff --git a/dashboard/src/components/StudyHistory.tsx b/dashboard/src/components/StudyHistory.tsx new file mode 100644 index 00000000..37431b5b --- /dev/null +++ b/dashboard/src/components/StudyHistory.tsx @@ -0,0 +1,134 @@ +import React, { FC, useState } from "react" +import { + Box, + Card, + CardContent, + FormControl, + Switch, + Typography, + useTheme, +} from "@mui/material" +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 { useStudyDetailValue, useStudySummaryValue } from "../state" +import FormControlLabel from "@mui/material/FormControlLabel" + +export const StudyHistory: FC<{ studyId: number }> = ({ studyId }) => { + const theme = useTheme() + 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" + /> + + + + + + + + {studyDetail !== null && studyDetail.has_intermediate_values ? ( + + + + ) : null} + + + + + + + + Study User Attributes + + + columns={userAttrColumns} + rows={userAttrs} + keyField={"key"} + dense={true} + initialRowsPerPage={5} + rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} + /> + + + + + + ) +} diff --git a/dashboard/src/components/StudyList.tsx b/dashboard/src/components/StudyList.tsx index e20671c4..102c2d83 100644 --- a/dashboard/src/components/StudyList.tsx +++ b/dashboard/src/components/StudyList.tsx @@ -1,306 +1,240 @@ -import React, { FC, useEffect } from "react" +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 { createStyles, makeStyles, Theme } from "@material-ui/core/styles" import { - AppBar, - Toolbar, Typography, Container, Card, - Grid, + CardActionArea, Box, Button, IconButton, - Dialog, - DialogTitle, - DialogContent, - DialogContentText, + MenuItem, + useTheme, + InputAdornment, + SvgIcon, + CardContent, TextField, - DialogActions, - FormControlLabel, - Checkbox, -} from "@material-ui/core" -import { AddBox, Delete, Refresh } from "@material-ui/icons" + 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 { actionCreator } from "../action" -import { DataGrid, DataGridColumn } from "./DataGrid" +import { DebouncedInputTextField } from "./Debounce" import { studySummariesState } from "../state" -import { formatDate } from "../dateUtil" - -const useStyles = makeStyles((theme: Theme) => - createStyles({ - card: { - margin: theme.spacing(2), - }, - grow: { - flexGrow: 1, - }, - }) -) - -export const StudyList: FC<{}> = () => { - const classes = useStyles() - const [openNewStudyDialog, setOpenNewStudyDialog] = React.useState(false) - const [openDeleteStudyDialog, setOpenDeleteStudyDialog] = React.useState( - false - ) - const [deleteStudyID, setDeleteStudyID] = React.useState(-1) - const [newStudyName, setNewStudyName] = React.useState("") - const [maximize, setMaximize] = React.useState(false) +import { styled } from "@mui/system" +import { AppDrawer } from "./AppDrawer" +import { useCreateStudyDialog } from "./CreateStudyDialog" +import { useDeleteStudyDialog } from "./DeleteStudyDialog" +export const StudyList: FC<{ + toggleColorMode: () => void +}> = ({ toggleColorMode }) => { + const theme = useTheme() const action = actionCreator() - const studies = useRecoilValue(studySummariesState) - - const newStudyNameAlreadyUsed = studies.some( - (v) => v.study_name === newStudyName - ) - - useEffect(() => { - action.updateStudySummaries() - }, []) - - const columns: DataGridColumn[] = [ - { - field: "study_id", - label: "Study ID", - sortable: true, - }, - { - field: "study_name", - label: "Name", - sortable: true, - toCellValue: (i) => ( - - {studies[i].study_name} - - ), - }, - { - field: "direction", - label: "Direction", - sortable: false, - toCellValue: (i) => studies[i].direction.toString(), - }, - { - field: "best_trial", - label: "Best value", - sortable: false, - toCellValue: (i) => studies[i].best_trial?.value || null, - }, - { - field: "datetime_start", - label: "Datetime start", - sortable: false, - toCellValue: (i) => { - const datetime_start = studies[i].datetime_start - if (datetime_start) { - return formatDate(datetime_start) - } - return null - }, - }, - { - field: "study_name", - label: "", - sortable: false, - padding: "none", - toCellValue: (i) => ( - { - setDeleteStudyID(studies[i].study_id) - setOpenDeleteStudyDialog(true) - }} - > - - - ), - }, - ] - - const collapseAttrColumns: DataGridColumn[] = [ - { field: "key", label: "Key", sortable: true }, - { field: "value", label: "Value", sortable: true }, - ] - const handleCloseNewStudyDialog = () => { - setNewStudyName("") - setOpenNewStudyDialog(false) + 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 handleCreateNewStudy = () => { - const direction = maximize ? "maximize" : "minimize" - action.createNewStudy(newStudyName, direction) - setOpenNewStudyDialog(false) - setNewStudyName("") + 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) - const handleCloseDeleteStudyDialog = () => { - setOpenDeleteStudyDialog(false) - setDeleteStudyID(-1) - } + let filteredStudies = studies.filter((s) => !studyFilter(s)) - const handleDeleteStudy = () => { - action.deleteStudy(deleteStudyID) - setOpenDeleteStudyDialog(false) - setDeleteStudyID(-1) + if (sortBy === "desc") { + filteredStudies = filteredStudies.reverse() } - const collapseBody = (index: number) => { - return ( - - - - - Study user attributes - - - columns={collapseAttrColumns} - rows={studies[index].user_attrs} - keyField={"key"} - dense={true} - initialRowsPerPage={5} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - - - - - Study system attributes - - - columns={collapseAttrColumns} - rows={studies[index].system_attrs} - keyField={"key"} - dense={true} - initialRowsPerPage={5} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - - - ) - } + useEffect(() => { + action.updateStudySummaries() + }, []) - return ( -
- - - - {APP_BAR_TITLE} -
- { - action.updateStudySummaries("Success to reload") - }} - color="inherit" - > - - - { - setOpenNewStudyDialog(true) - }} - color="inherit" - > - - - - - - - - - columns={columns} - rows={studies} - keyField={"study_id"} - collapseBody={collapseBody} - initialRowsPerPage={-1} - rowsPerPageOption={[5, 10, { label: "All", value: -1 }]} - /> - - - { - handleCloseNewStudyDialog() + 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 = ( + + - New study - - - To create a new study, please enter the study name here. - - { - setNewStudyName(e.target.value) - }} - fullWidth - /> - { - setMaximize(!maximize) - }} - color="primary" - /> - } - label="Set maximize direction" - /> - - - - - - - { - handleCloseDeleteStudyDialog() + + + + + ) + + 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} + + + {`Direction: ${study.direction.toString()}`} + + + + + + { + openDeleteStudyDialog(study.study_id) + }} + > + + + + + ))} + + + + {renderCreateStudyDialog()} + {renderDeleteStudyDialog()} + ) } diff --git a/dashboard/src/components/TrialList.tsx b/dashboard/src/components/TrialList.tsx new file mode 100644 index 00000000..8edacd97 --- /dev/null +++ b/dashboard/src/components/TrialList.tsx @@ -0,0 +1,480 @@ +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 { useNavigate, useLocation } from "react-router-dom" +import ListItemIcon from "@mui/material/ListItemIcon" +import { actionCreator } from "../action" + +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 bestTrialID = studyDetail?.best_trial.trial_id + return (trialId: number): boolean => bestTrialID === trialId + }, [studyDetail]) +} + +export const TrialListDetail: FC<{ + trial: Trial + isBestTrial: (trialId: number) => boolean +}> = ({ trial, isBestTrial }) => { + const theme = useTheme() + const action = actionCreator() + 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.value], + [ + "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 + )} + + + ) +} + +const getTrialListLink = ( + studyId: number, + exclude: TrialState[], + numbers: number[] +): string => { + const base = 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/dashboard/src/components/TrialTable.tsx b/dashboard/src/components/TrialTable.tsx new file mode 100644 index 00000000..cb7b8ee9 --- /dev/null +++ b/dashboard/src/components/TrialTable.tsx @@ -0,0 +1,152 @@ +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 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(), + }, + ] + columns.push({ + field: "value", + label: "Value", + sortable: true, + less: (firstEl, secondEl): number => { + const firstVal = firstEl.value + const secondVal = secondEl.value + + if (firstVal === secondVal) { + return 0 + } + if (firstVal === undefined) { + return -1 + } else if (secondVal === undefined) { + return 1 + } + return firstVal < secondVal ? 1 : -1 + }, + toCellValue: (i) => { + if (trials[i].value === undefined) { + return null + } + return trials[i].value + }, + }) + 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/dashboard/src/dateUtil.ts b/dashboard/src/dateUtil.ts index 3d4bf2bb..1066e519 100644 --- a/dashboard/src/dateUtil.ts +++ b/dashboard/src/dateUtil.ts @@ -1,5 +1,5 @@ export const formatDate = (date: Date): string => { - const options = { + const options: Intl.DateTimeFormatOptions = { year: "numeric", month: "numeric", day: "numeric", diff --git a/dashboard/src/graphUtil.ts b/dashboard/src/graphUtil.ts new file mode 100644 index 00000000..1b1c69cb --- /dev/null +++ b/dashboard/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/dashboard/src/index.tsx b/dashboard/src/index.tsx index 175c8bd7..fd63f378 100644 --- a/dashboard/src/index.tsx +++ b/dashboard/src/index.tsx @@ -1,10 +1,9 @@ import React from "react" -import { render } from "react-dom" +import ReactDOM from "react-dom/client" import { App } from "./components/App" -render( +ReactDOM.createRoot(document.getElementById("dashboard") as HTMLElement).render( - , - document.getElementById("dashboard") + ) diff --git a/dashboard/src/searchSpace.ts b/dashboard/src/searchSpace.ts new file mode 100644 index 00000000..daf79b11 --- /dev/null +++ b/dashboard/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/dashboard/src/state.ts b/dashboard/src/state.ts index cdd8655b..60d8e5b6 100644 --- a/dashboard/src/state.ts +++ b/dashboard/src/state.ts @@ -1,4 +1,4 @@ -import { atom } from "recoil" +import { atom, useRecoilValue } from "recoil" export const studySummariesState = atom({ key: "studySummaries", @@ -9,3 +9,51 @@ export const studyDetailsState = atom({ key: "studyDetails", default: {}, }) + +export const trialsUpdatingState = atom<{ + [trialId: string]: boolean +}>({ + key: "trialsUpdating", + default: {}, +}) + +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 useStudyName = (studyId: number): string | null => { + const studyDetail = useStudyDetailValue(studyId) + const studySummary = useStudySummaryValue(studyId) + return studyDetail?.name || studySummary?.study_name || null +} diff --git a/dashboard/src/trialFilter.ts b/dashboard/src/trialFilter.ts new file mode 100644 index 00000000..11a4e435 --- /dev/null +++ b/dashboard/src/trialFilter.ts @@ -0,0 +1,144 @@ +import { useMemo, useState } from "react" + +type TargetKind = "objective" | "user_attr" | "params" + +export class Target { + kind: TargetKind + key: string | null + + constructor(kind: TargetKind, key: string | null) { + this.kind = kind + this.key = key + } + + validate(): boolean { + if (this.kind === "objective") { + if (this.key !== null) { + 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(): string { + if (this.kind === "objective") { + return `Objective` + } else if (this.kind === "user_attr") { + return `User Attribute ${this.key}` + } else { + return `Param ${this.key}` + } + } + + getTargetValue(trial: Trial): number | null { + if (!this.validate()) { + return null + } + if (this.kind === "objective") { + if (trial.value === undefined) { + return null + } + return trial.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 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", null) + const [selected, setTargetIdent] = useState( + defaultTarget.identifier() + ) + const targetList = useMemo(() => { + if (study !== null) { + return [ + new Target("objective", null), + ...study.union_user_attrs + .filter((attr) => attr.sortable) + .map((attr) => new Target("user_attr", attr.key)), + ] + } else { + return [defaultTarget] + } + }, [study?.union_user_attrs]) + const selectedTarget = useMemo( + () => targetList.find((t) => t.identifier() === selected) || defaultTarget, + [targetList, selected] + ) + return [targetList, selectedTarget, setTargetIdent] +} diff --git a/dashboard/src/types/index.d.ts b/dashboard/src/types/index.d.ts index 9e382ff2..b1dbe2ac 100644 --- a/dashboard/src/types/index.d.ts +++ b/dashboard/src/types/index.d.ts @@ -8,55 +8,108 @@ declare const API_ENDPOINT: string declare const URL_PREFIX: string type TrialState = "Running" | "Complete" | "Pruned" | "Fail" | "Waiting" +type TrialStateFinished = "Complete" | "Fail" | "Pruned" type StudyDirection = "maximize" | "minimize" -declare interface TrialIntermediateValue { +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 TrialIntermediateValue = { step: number value: number } -declare interface TrialParam { +type TrialParam = { name: string - value: 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 } -declare interface Attribute { +type Attribute = { key: string value: string } -declare interface Trial { +type AttributeSpec = { + key: string + sortable: boolean +} + +type Trial = { trial_id: number study_id: number number: number state: TrialState value?: number intermediate_values: TrialIntermediateValue[] - datetime_start: Date + datetime_start?: Date datetime_complete?: Date params: TrialParam[] + fixed_params: { + name: string + param_external_value: string + }[] user_attrs: Attribute[] - system_attrs: Attribute[] } -declare interface StudySummary { +type StudySummary = { study_id: number study_name: string direction: StudyDirection - best_trial?: Trial user_attrs: Attribute[] - system_attrs: Attribute[] datetime_start?: Date } -declare interface StudyDetail { +type StudyDetail = { + id: number name: string direction: StudyDirection + user_attrs: Attribute[] datetime_start: Date - best_trial?: Trial + best_trial: Trial trials: Trial[] + intersection_search_space: SearchSpaceItem[] + union_search_space: SearchSpaceItem[] + union_user_attrs: AttributeSpec[] + has_intermediate_values: boolean } -declare interface StudyDetails { +type StudyDetails = { [study_id: string]: StudyDetail } diff --git a/dashboard/webpack.config.js b/dashboard/webpack.config.js index 21485cb9..525f9da2 100644 --- a/dashboard/webpack.config.js +++ b/dashboard/webpack.config.js @@ -3,6 +3,25 @@ const webpack = require('webpack'); const mode = process.env.NODE_ENV === 'production' ? 'production' : 'development'; const isDev = mode === 'development'; +const typeScriptLoader = process.env.TYPESCRIPT_LOADER === "esbuild-loader" ? { + test: /\.tsx?$/, + exclude: [/node_modules/], + loader: 'esbuild-loader', + options: { + loader: 'tsx', + tsconfigRaw: require('./tsconfig.json') + } +} : { + test: /\.tsx?$/, + exclude: [/node_modules/], + loader: 'ts-loader', + options: { + configFile: __dirname + '/tsconfig.json', + transpileOnly: isDev, + happyPackMode: true + } +} + var config = { mode, entry: [__dirname + '/src/index.tsx'], @@ -13,23 +32,14 @@ var config = { }, module: { rules: [{ - oneOf: [ - { - test: /\.tsx?$/, - exclude: [/node_modules/], - loader: 'ts-loader', - options: { - configFile: __dirname + '/tsconfig.json' - } - } - ]}] + oneOf: [typeScriptLoader] + }] }, resolve: { extensions: ['.ts', '.tsx', '.js'] }, plugins: [ new webpack.DefinePlugin({ - 'process.env.NODE_ENV': JSON.stringify(process.env.NODE_ENV), 'APP_BAR_TITLE': JSON.stringify(process.env.APP_BAR_TITLE || "Goptuna Dashboard"), 'API_ENDPOINT': JSON.stringify(process.env.API_ENDPOINT), 'URL_PREFIX': JSON.stringify(process.env.URL_PREFIX || "/dashboard") @@ -39,9 +49,18 @@ var config = { if (isDev) { config.devtool = 'source-map'; + config.cache = { + type: 'filesystem', + buildDependencies: { + config: [__filename], + } + } console.log('= = = = = = = = = = = = = = = = = = ='); console.log('DEVELOPMENT BUILD'); console.log('= = = = = = = = = = = = = = = = = = ='); +} else { + const CompressionPlugin = require("compression-webpack-plugin"); + config.plugins.push(new CompressionPlugin()) } module.exports = config; \ No newline at end of file