mirror of
https://github.com/wassname/optuna-dashboard.git
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Implement jupyterAPIClient
This commit is contained in:
porink0424
+228
-415
@@ -1,419 +1,232 @@
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import { requestAPI } from './handler';
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import {APIClient, APIMeta, CompareStudiesPlotType, CreateNewStudyResponse, FeedbackComponentType, ParamImportance, ParamImportancesResponse, PlotResponse, PlotType, RenameStudyResponse, StudyDetail, StudyDetailResponse, StudySummariesResponse, StudySummary, Trial, UploadArtifactAPIResponse} from "@optuna/optuna-dashboard"
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import { requestAPI } from "./handler";
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import * as Optuna from "@optuna/types"
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type APIMeta = {
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artifact_is_available: boolean;
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};
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export class JupyterlabAPIClient extends APIClient {
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constructor() {
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super()
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}
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export const getMetaInfoAPI = (): Promise<APIMeta> => {
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return requestAPI<APIMeta>(`/api/meta`).then<APIMeta>(res => res);
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};
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interface TrialResponse {
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trial_id: number;
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study_id: number;
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number: number;
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state: TrialState;
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values?: TrialValueNumber[];
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intermediate_values: TrialIntermediateValue[];
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datetime_start?: string;
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datetime_complete?: string;
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params: TrialParam[];
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fixed_params: {
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name: string;
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param_external_value: string;
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}[];
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user_attrs: Attribute[];
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note: Note;
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artifacts: Artifact[];
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constraints: number[];
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}
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const convertTrialResponse = (res: TrialResponse): Trial => {
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return {
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trial_id: res.trial_id,
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study_id: res.study_id,
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number: res.number,
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state: res.state,
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values: res.values,
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intermediate_values: res.intermediate_values,
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datetime_start: res.datetime_start
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? new Date(res.datetime_start)
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: undefined,
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datetime_complete: res.datetime_complete
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? new Date(res.datetime_complete)
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: undefined,
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params: res.params,
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fixed_params: res.fixed_params,
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user_attrs: res.user_attrs,
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note: res.note,
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artifacts: res.artifacts,
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constraints: res.constraints
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};
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};
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interface PreferenceHistoryResponse {
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history: {
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id: string
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candidates: number[]
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clicked: number
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mode: PreferenceFeedbackMode
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timestamp: string
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preferences: [number, number][]
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}
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is_removed: boolean
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}
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const convertPreferenceHistory = (
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res: PreferenceHistoryResponse
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): PreferenceHistory => {
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return {
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id: res.history.id,
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candidates: res.history.candidates,
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clicked: res.history.clicked,
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feedback_mode: res.history.mode,
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timestamp: new Date(res.history.timestamp),
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preferences: res.history.preferences,
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is_removed: res.is_removed,
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}
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}
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interface StudyDetailResponse {
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name: string;
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datetime_start: string;
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directions: StudyDirection[];
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user_attrs: Attribute[];
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trials: TrialResponse[];
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best_trials: TrialResponse[];
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intersection_search_space: SearchSpaceItem[];
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union_search_space: SearchSpaceItem[];
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union_user_attrs: AttributeSpec[];
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has_intermediate_values: boolean;
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note: Note;
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is_preferential: boolean;
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objective_names?: string[];
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form_widgets?: FormWidgets;
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preferences?: [number, number][];
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preference_history?: PreferenceHistoryResponse[];
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feedback_component_type: FeedbackComponentType;
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skipped_trial_numbers?: number[]
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}
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export const getStudyDetailAPI = (
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studyId: number,
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nLocalTrials: number
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): Promise<StudyDetail> => {
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return requestAPI<StudyDetailResponse>(
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`/api/studies/${studyId}/?after=${nLocalTrials}`,
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{
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method: 'GET'
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}
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).then(res => {
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const trials = res.trials.map((trial): Trial => {
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return convertTrialResponse(trial);
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});
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const best_trials = res.best_trials.map((trial): Trial => {
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return convertTrialResponse(trial);
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});
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return {
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id: studyId,
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name: res.name,
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datetime_start: new Date(res.datetime_start),
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directions: res.directions,
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user_attrs: res.user_attrs,
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trials: trials,
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best_trials: best_trials,
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union_search_space: res.union_search_space,
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intersection_search_space: res.intersection_search_space,
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union_user_attrs: res.union_user_attrs,
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has_intermediate_values: res.has_intermediate_values,
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note: res.note,
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objective_names: res.objective_names,
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form_widgets: res.form_widgets,
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is_preferential: res.is_preferential,
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feedback_component_type: res.feedback_component_type,
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preferences: res.preferences,
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preference_history: res.preference_history?.map(
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convertPreferenceHistory
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),
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skipped_trial_numbers: res.skipped_trial_numbers ?? [],
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};
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});
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};
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interface StudySummariesResponse {
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study_summaries: {
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study_id: number;
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study_name: string;
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directions: StudyDirection[];
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user_attrs: Attribute[];
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is_preferential: boolean;
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datetime_start?: string;
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}[];
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}
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export const getStudySummariesAPI = (): Promise<StudySummary[]> => {
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return requestAPI<StudySummariesResponse>(`/api/studies`).then(res => {
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return res.study_summaries.map((study): StudySummary => {
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return {
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study_id: study.study_id,
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study_name: study.study_name,
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directions: study.directions,
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user_attrs: study.user_attrs,
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is_preferential: study.is_preferential,
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datetime_start: study.datetime_start
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? new Date(study.datetime_start)
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: undefined
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};
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});
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});
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};
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interface CreateNewStudyResponse {
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study_summary: {
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study_id: number;
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study_name: string;
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directions: StudyDirection[];
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user_attrs: Attribute[];
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is_preferential: boolean,
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datetime_start?: string;
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};
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}
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export const createNewStudyAPI = (
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studyName: string,
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directions: StudyDirection[]
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): Promise<StudySummary> => {
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return requestAPI<CreateNewStudyResponse>(`/api/studies`, {
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body: JSON.stringify({
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study_name: studyName,
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directions
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}),
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method: 'POST'
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}).then(res => {
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const study_summary = res.study_summary;
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return {
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study_id: study_summary.study_id,
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study_name: study_summary.study_name,
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directions: study_summary.directions,
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// best_trial: undefined,
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user_attrs: study_summary.user_attrs,
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is_preferential: study_summary.is_preferential,
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datetime_start: study_summary.datetime_start
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? new Date(study_summary.datetime_start)
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: undefined
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};
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});
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};
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export const deleteStudyAPI = (studyId: number): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}`, {
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method: 'DELETE'
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}).then(() => {
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return;
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});
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};
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type RenameStudyResponse = {
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study_id: number;
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study_name: string;
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directions: StudyDirection[];
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user_attrs: Attribute[];
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is_preferential: boolean,
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datetime_start?: string;
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};
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export const renameStudyAPI = (
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studyId: number,
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studyName: string
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): Promise<StudySummary> => {
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return requestAPI<RenameStudyResponse>(`/api/studies/${studyId}/rename`, {
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body: JSON.stringify({ study_name: studyName }),
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method: 'POST'
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}).then(res => {
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return {
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study_id: res.study_id,
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study_name: res.study_name,
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directions: res.directions,
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user_attrs: res.user_attrs,
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is_preferential: res.is_preferential,
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datetime_start: res.datetime_start
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? new Date(res.datetime_start)
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: undefined
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};
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});
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};
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export const saveStudyNoteAPI = (
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studyId: number,
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note: { version: number; body: string }
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): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}/note`, {
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body: JSON.stringify(note),
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method: 'PUT'
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}).then(() => {
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return;
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});
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};
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export const saveTrialNoteAPI = (
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studyId: number,
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trialId: number,
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note: { version: number; body: string }
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): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}/${trialId}/note`, {
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body: JSON.stringify(note),
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method: 'PUT'
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}).then(() => {
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return;
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});
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};
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type UploadArtifactAPIResponse = {
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artifact_id: string;
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artifacts: Artifact[];
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};
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export const uploadArtifactAPI = (
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studyId: number,
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trialId: number,
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fileName: string,
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dataUrl: string
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): Promise<UploadArtifactAPIResponse> => {
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return requestAPI<UploadArtifactAPIResponse>(
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`/api/artifacts/${studyId}/${trialId}`,
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{
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body: JSON.stringify({
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file: dataUrl,
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filename: fileName
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}),
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method: 'POST'
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}
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).then(res => {
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return res;
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});
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};
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export const deleteArtifactAPI = (
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studyId: number,
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trialId: number,
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artifactId: string
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): Promise<void> => {
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return requestAPI<void>(
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`/api/artifacts/${studyId}/${trialId}/${artifactId}`,
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{
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method: 'DELETE'
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}
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).then(() => {
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return;
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});
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};
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export const tellTrialAPI = (
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trialId: number,
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state: TrialStateFinished,
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values?: number[]
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): Promise<void> => {
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const req: { state: TrialState; values?: number[] } = {
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state: state,
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values: values
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};
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return requestAPI<void>(`/api/trials/${trialId}/tell`, {
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body: JSON.stringify(req),
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method: 'POST'
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}).then(() => {
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return;
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});
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};
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export const saveTrialUserAttrsAPI = (
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trialId: number,
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user_attrs: { [key: string]: number | string }
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): Promise<void> => {
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const req = { user_attrs: user_attrs };
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return requestAPI<void>(`/api/trials/${trialId}/user-attrs`, {
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body: JSON.stringify(req),
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method: 'POST'
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}).then(() => {
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return;
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});
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};
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interface ParamImportancesResponse {
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param_importances: ParamImportance[][];
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}
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export const getParamImportances = (
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studyId: number
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): Promise<ParamImportance[][]> => {
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return requestAPI<ParamImportancesResponse>(
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`/api/studies/${studyId}/param_importances`
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).then(res => {
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return res.param_importances;
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});
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};
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export const reportPreferenceAPI = (
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studyId: number,
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candidates: number[],
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clicked: number
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): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}/preference`, {
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body: JSON.stringify({
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candidates: candidates,
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clicked: clicked,
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mode: "ChooseWorst",
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}),
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method: 'POST'
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}).then(() => {
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return
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});
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}
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export const skipPreferentialTrialAPI = (
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studyId: number,
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trialId: number
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): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}/${trialId}/skip`, {
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method: 'POST'
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}).then(() => {
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return
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})
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}
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export const removePreferentialHistoryAPI = (
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studyId: number,
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historyUuid: string
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): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}/preference/${historyUuid}`,{
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method: 'DELETE'
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}).then(() => {
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return
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})
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}
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export const restorePreferentialHistoryAPI = (
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studyId: number,
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historyUuid: string
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): Promise<void> => {
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return requestAPI<void>(`/api/studies/${studyId}/preference/${historyUuid}`,{
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method: 'POST'
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}).then(() => {
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return
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})
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}
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export const reportFeedbackComponentAPI = (
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studyId: number,
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component_type: FeedbackComponentType
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): Promise<void> => {
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return requestAPI<void>(
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`/api/studies/${studyId}/preference_feedback_component`, {
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body: JSON.stringify({ component_type: component_type }),
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getMetaInfo = () => requestAPI<APIMeta>(`/api/meta`).then<APIMeta>(res => res);
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getStudyDetail = (studyId: number, nLocalTrials: number): Promise<StudyDetail> => requestAPI<StudyDetailResponse>(
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`/api/studies/${studyId}/?after=${nLocalTrials}`,
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{
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method: 'GET'
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}
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).then(res => {
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const trials = res.trials.map((trial): Trial => {
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return this.convertTrialResponse(trial);
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});
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const best_trials = res.best_trials.map((trial): Trial => {
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return this.convertTrialResponse(trial);
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});
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return {
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id: studyId,
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name: res.name,
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datetime_start: new Date(res.datetime_start),
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directions: res.directions,
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user_attrs: res.user_attrs,
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trials: trials,
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best_trials: best_trials,
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union_search_space: res.union_search_space,
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intersection_search_space: res.intersection_search_space,
|
||||
union_user_attrs: res.union_user_attrs,
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has_intermediate_values: res.has_intermediate_values,
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note: res.note,
|
||||
objective_names: res.objective_names,
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||||
form_widgets: res.form_widgets,
|
||||
is_preferential: res.is_preferential,
|
||||
feedback_component_type: res.feedback_component_type,
|
||||
preferences: res.preferences,
|
||||
preference_history: res.preference_history?.map(
|
||||
this.convertPreferenceHistory
|
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),
|
||||
plotly_graph_objects: res.plotly_graph_objects, // TODO: Support this
|
||||
artifacts: res.artifacts, // TODO: Support this
|
||||
skipped_trial_numbers: res.skipped_trial_numbers ?? [],
|
||||
};
|
||||
});
|
||||
getStudySummaries = (): Promise<StudySummary[]> => requestAPI<StudySummariesResponse>(`/api/studies`).then(res => {
|
||||
return res.study_summaries.map((study): StudySummary => {
|
||||
return {
|
||||
study_id: study.study_id,
|
||||
study_name: study.study_name,
|
||||
directions: study.directions,
|
||||
user_attrs: study.user_attrs,
|
||||
is_preferential: study.is_preferential,
|
||||
datetime_start: study.datetime_start
|
||||
? new Date(study.datetime_start)
|
||||
: undefined
|
||||
};
|
||||
});
|
||||
});
|
||||
createNewStudy = (studyName: string, directions: Optuna.StudyDirection[]): Promise<StudySummary> => requestAPI<CreateNewStudyResponse>(`/api/studies`, {
|
||||
body: JSON.stringify({
|
||||
study_name: studyName,
|
||||
directions
|
||||
}),
|
||||
method: 'POST'
|
||||
}).then(res => {
|
||||
const study_summary = res.study_summary;
|
||||
return {
|
||||
study_id: study_summary.study_id,
|
||||
study_name: study_summary.study_name,
|
||||
directions: study_summary.directions,
|
||||
// best_trial: undefined,
|
||||
user_attrs: study_summary.user_attrs,
|
||||
is_preferential: study_summary.is_preferential,
|
||||
datetime_start: study_summary.datetime_start
|
||||
? new Date(study_summary.datetime_start)
|
||||
: undefined
|
||||
};
|
||||
});
|
||||
deleteStudy = (studyId: number, removeAssociatedArtifacts: boolean): Promise<void> => requestAPI<void>(`/api/studies/${studyId}`, {
|
||||
method: 'DELETE'
|
||||
}).then(() => {
|
||||
return;
|
||||
});
|
||||
renameStudy = (studyId: number, studyName: string): Promise<StudySummary> => requestAPI<RenameStudyResponse>(`/api/studies/${studyId}/rename`, {
|
||||
body: JSON.stringify({ study_name: studyName }),
|
||||
method: 'POST'
|
||||
}).then(res => {
|
||||
return {
|
||||
study_id: res.study_id,
|
||||
study_name: res.study_name,
|
||||
directions: res.directions,
|
||||
user_attrs: res.user_attrs,
|
||||
is_preferential: res.is_prefential, // TODO: Fix typo
|
||||
datetime_start: res.datetime_start
|
||||
? new Date(res.datetime_start)
|
||||
: undefined
|
||||
};
|
||||
});
|
||||
saveStudyNote = (studyId: number, note: { version: number, body:string }): Promise<void> => requestAPI<void>(`/api/studies/${studyId}/note`, {
|
||||
body: JSON.stringify(note),
|
||||
method: 'PUT'
|
||||
}).then(() => {
|
||||
return;
|
||||
});
|
||||
saveTrialNote = (studyId: number, trialId: number, note: { version: number, body: string }): Promise<void> => requestAPI<void>(`/api/studies/${studyId}/${trialId}/note`, {
|
||||
body: JSON.stringify(note),
|
||||
method: 'PUT'
|
||||
}).then(() => {
|
||||
return;
|
||||
});
|
||||
uploadTrialArtifact = (
|
||||
studyId: number,
|
||||
trialId: number,
|
||||
fileName: string,
|
||||
dataUrl: string
|
||||
): Promise<UploadArtifactAPIResponse> => requestAPI<UploadArtifactAPIResponse>(
|
||||
`/api/artifacts/${studyId}/${trialId}`, // TODO: Make API
|
||||
{
|
||||
body: JSON.stringify({
|
||||
file: dataUrl,
|
||||
filename: fileName
|
||||
}),
|
||||
method: 'POST'
|
||||
}
|
||||
).then(res => {
|
||||
return res;
|
||||
});
|
||||
uploadStudyArtifact = (
|
||||
studyId: number,
|
||||
fileName: string,
|
||||
dataUrl: string
|
||||
): Promise<UploadArtifactAPIResponse> => requestAPI<UploadArtifactAPIResponse>(
|
||||
`/api/artifacts/${studyId}`, // TODO: Make API
|
||||
{
|
||||
body: JSON.stringify({
|
||||
file: dataUrl,
|
||||
filename: fileName
|
||||
}),
|
||||
method: 'POST'
|
||||
}
|
||||
).then(res => {
|
||||
return res;
|
||||
});
|
||||
deleteTrialArtifact = (
|
||||
studyId: number,
|
||||
trialId: number,
|
||||
artifactId: string
|
||||
): Promise<void> => requestAPI<void>(
|
||||
`/api/artifacts/${studyId}/${trialId}/${artifactId}`, // TODO: Make API
|
||||
{
|
||||
method: 'DELETE'
|
||||
}
|
||||
).then(() => {
|
||||
return;
|
||||
});
|
||||
deleteStudyArtifact = (studyId: number, artifactId: string): Promise<void> => requestAPI<void>(
|
||||
`/api/artifacts/${studyId}/${artifactId}`, // TODO: Make API
|
||||
{
|
||||
method: 'DELETE'
|
||||
}
|
||||
).then(() => {
|
||||
return;
|
||||
});
|
||||
tellTrial = async (trialId: number, state: Optuna.TrialStateFinished, values?: number[]): Promise<void> => {
|
||||
const req: { state: Optuna.TrialState; values?: number[] } = {
|
||||
state: state,
|
||||
values: values
|
||||
};
|
||||
|
||||
await requestAPI<void>(`/api/trials/${trialId}/tell`, {
|
||||
body: JSON.stringify(req),
|
||||
method: 'POST'
|
||||
});
|
||||
}
|
||||
).then(() => {
|
||||
return
|
||||
})
|
||||
}
|
||||
saveTrialUserAttrs = async (trialId: number, user_attrs: { [key: string]: number | string }): Promise<void> => {
|
||||
const req = { user_attrs: user_attrs };
|
||||
|
||||
await requestAPI<void>(`/api/trials/${trialId}/user-attrs`, {
|
||||
body: JSON.stringify(req),
|
||||
method: 'POST'
|
||||
});
|
||||
return;
|
||||
}
|
||||
getParamImportances = (studyId: number): Promise<ParamImportance[][]> => requestAPI<ParamImportancesResponse>(
|
||||
`/api/studies/${studyId}/param_importances`
|
||||
).then(res => {
|
||||
return res.param_importances;
|
||||
});
|
||||
reportPreference = (studyId: number, candidates: number[], clicked: number): Promise<void> => requestAPI<void>(`/api/studies/${studyId}/preference`, {
|
||||
body: JSON.stringify({
|
||||
candidates: candidates,
|
||||
clicked: clicked,
|
||||
mode: "ChooseWorst",
|
||||
}),
|
||||
method: 'POST'
|
||||
}).then(() => {
|
||||
return
|
||||
});
|
||||
skipPreferentialTrial = (studyId: number, trialId: number): Promise<void> => requestAPI<void>(`/api/studies/${studyId}/${trialId}/skip`, {
|
||||
method: 'POST'
|
||||
}).then(() => {
|
||||
return
|
||||
});
|
||||
removePreferentialHistory = (studyId: number, historyUuid: string): Promise<void> => requestAPI<void>(`/api/studies/${studyId}/preference/${historyUuid}`,{
|
||||
method: 'DELETE'
|
||||
}).then(() => {
|
||||
return
|
||||
})
|
||||
restorePreferentialHistory = (studyId: number, historyUuid: string): Promise<void> => requestAPI<void>(`/api/studies/${studyId}/preference/${historyUuid}`,{
|
||||
method: 'POST'
|
||||
}).then(() => {
|
||||
return
|
||||
})
|
||||
reportFeedbackComponent = (studyId: number, component_type: FeedbackComponentType): Promise<void> => requestAPI<void>(
|
||||
`/api/studies/${studyId}/preference_feedback_component`, {
|
||||
body: JSON.stringify({ component_type: component_type }),
|
||||
method: 'POST'
|
||||
}
|
||||
).then(() => {
|
||||
return
|
||||
})
|
||||
getPlot = (studyId: number, plotType: PlotType): Promise<PlotResponse> => {
|
||||
throw new Error("Method not implemented."); // TODO: Implement
|
||||
}
|
||||
getCompareStudiesPlot = (studyIds: number[], plotType: CompareStudiesPlotType): Promise<PlotResponse> => {
|
||||
throw new Error("Method not implemented."); // TODO: Implement
|
||||
}
|
||||
}
|
||||
@@ -21,7 +21,7 @@ export type APIMeta = {
|
||||
plotlypy_is_available: boolean
|
||||
}
|
||||
|
||||
interface TrialResponse {
|
||||
export interface TrialResponse {
|
||||
trial_id: number
|
||||
study_id: number
|
||||
number: number
|
||||
@@ -41,7 +41,7 @@ interface TrialResponse {
|
||||
constraints: number[]
|
||||
}
|
||||
|
||||
interface PreferenceHistoryResponse {
|
||||
export interface PreferenceHistoryResponse {
|
||||
history: {
|
||||
id: string
|
||||
candidates: number[]
|
||||
@@ -103,7 +103,7 @@ export type RenameStudyResponse = {
|
||||
study_name: string
|
||||
directions: Optuna.StudyDirection[]
|
||||
user_attrs: Optuna.Attribute[]
|
||||
is_prefential: boolean
|
||||
is_prefential: boolean // TODO: Fix typo
|
||||
datetime_start?: string
|
||||
}
|
||||
|
||||
|
||||
@@ -1,5 +1,66 @@
|
||||
import { APIClientProvider } from "./apiClientProvider"
|
||||
import { AxiosClient } from "./axiosClient"
|
||||
import { App } from "./components/App"
|
||||
|
||||
export { AxiosClient, APIClientProvider, App }
|
||||
import {
|
||||
APIClient,
|
||||
APIMeta,
|
||||
CompareStudiesPlotType,
|
||||
CreateNewStudyResponse,
|
||||
ParamImportancesResponse,
|
||||
PlotResponse,
|
||||
PlotType,
|
||||
PreferenceHistoryResponse,
|
||||
RenameStudyResponse,
|
||||
StudyDetailResponse,
|
||||
StudySummariesResponse,
|
||||
TrialResponse,
|
||||
UploadArtifactAPIResponse,
|
||||
} from "./apiClient"
|
||||
import { APIClientProvider } from "./apiClientProvider"
|
||||
import { AxiosClient } from "./axiosClient"
|
||||
import { App } from "./components/App"
|
||||
import {
|
||||
Artifact,
|
||||
FeedbackComponentType,
|
||||
FormWidgets,
|
||||
Note,
|
||||
ParamImportance,
|
||||
PlotlyGraphObject,
|
||||
PreferenceFeedbackMode,
|
||||
PreferenceHistory,
|
||||
SearchSpaceItem,
|
||||
StudyDetail,
|
||||
StudySummary,
|
||||
Trial,
|
||||
TrialParam,
|
||||
} from "./types/optuna"
|
||||
|
||||
export {
|
||||
AxiosClient,
|
||||
APIClientProvider,
|
||||
App,
|
||||
APIClient,
|
||||
Artifact,
|
||||
FeedbackComponentType,
|
||||
FormWidgets,
|
||||
Note,
|
||||
PlotlyGraphObject,
|
||||
PreferenceFeedbackMode,
|
||||
PreferenceHistory,
|
||||
SearchSpaceItem,
|
||||
TrialResponse,
|
||||
PreferenceHistoryResponse,
|
||||
StudyDetailResponse,
|
||||
StudySummariesResponse,
|
||||
CreateNewStudyResponse,
|
||||
RenameStudyResponse,
|
||||
UploadArtifactAPIResponse,
|
||||
ParamImportancesResponse,
|
||||
APIMeta,
|
||||
StudyDetail,
|
||||
StudySummary,
|
||||
Trial,
|
||||
TrialParam,
|
||||
ParamImportance,
|
||||
CompareStudiesPlotType,
|
||||
PlotType,
|
||||
PlotResponse,
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user