Merge pull request #228 from optuna/fix-nplus1-problem

Fix performance issues on the top page.

optuna_dashboard/_app.py

@@ -136,7 +136,7 @@ def json_api_view(view: BottleView) -> BottleView:
 
 def get_study_summary(storage: BaseStorage, study_id: int) -> Optional[StudySummary]:
     if version.parse(optuna_ver) >= version.Version("3.0.0b0.dev"):
-        summaries = storage.get_all_study_summaries(include_best_trial=True)  # type: ignore
+        summaries = storage.get_all_study_summaries(include_best_trial=False)  # type: ignore
     else:
         summaries = storage.get_all_study_summaries()  # type: ignore
     for summary in summaries:
@@ -158,7 +158,7 @@ def get_trials(
             and datetime.now() - last_fetched_at < timedelta(seconds=ttl_seconds)
         ):
             return trials
-    trials = storage.get_all_trials(study_id)
+    trials = storage.get_all_trials(study_id, deepcopy=False)
     with trials_cache_lock:
         trials_last_fetched_at[study_id] = datetime.now()
         trials_cache[study_id] = trials
@@ -212,7 +212,7 @@ def create_app(storage: BaseStorage, debug: bool = False) -> Bottle:
     @json_api_view
     def list_study_summaries() -> BottleViewReturn:
         if version.parse(optuna_ver) >= version.Version("3.0.0b0.dev"):
-            summaries = storage.get_all_study_summaries(include_best_trial=True)  # type: ignore
+            summaries = storage.get_all_study_summaries(include_best_trial=False)  # type: ignore
         else:
             summaries = storage.get_all_study_summaries()  # type: ignore
         serialized = [serialize_study_summary(summary) for summary in summaries]

optuna_dashboard/_serializer.py

@@ -79,11 +79,6 @@ def serialize_study_summary(summary: StudySummary) -> Dict[str, Any]:
     if summary.datetime_start is not None:
         serialized["datetime_start"] = (summary.datetime_start.isoformat(),)
 
-    if summary.best_trial:
-        serialized["best_trial"] = serialize_frozen_trial(
-            summary._study_id, summary.best_trial
-        )
-
     return serialized
 
 

optuna_dashboard/ts/apiClient.ts

@@ -70,9 +70,6 @@ export const getStudyDetailAPI = (
         name: res.data.name,
         datetime_start: new Date(res.data.datetime_start),
         directions: res.data.directions,
-        best_trial: res.data.best_trial
-          ? convertTrialResponse(res.data.best_trial)
-          : undefined,
         trials: trials,
         union_search_space: res.data.union_search_space,
         intersection_search_space: res.data.intersection_search_space,
@@ -111,14 +108,10 @@ export const getStudySummariesAPI = (): Promise<StudySummary[]> => {
     .get<StudySummariesResponse>(`/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,
           directions: study.directions,
-          best_trial: best_trial,
           user_attrs: study.user_attrs,
           system_attrs: study.system_attrs,
           datetime_start: study.datetime_start

optuna_dashboard/ts/components/StudyList.tsx

@@ -123,17 +123,6 @@ export const StudyList: FC<{
       sortable: false,
       toCellValue: (i) => studies[i].directions.join(),
     },
-    {
-      field: "best_trial",
-      label: "Best value",
-      sortable: false,
-      toCellValue: (i) => {
-        if (studies[i].directions.length !== 1) {
-          return "-" // Multi-objective study does not hold best_trial attribute.
-        }
-        return studies[i].best_trial?.values?.[0] || null
-      },
-    },
     {
       field: "study_name",
       label: "",
@@ -362,7 +351,7 @@ export const StudyList: FC<{
             rows={studies}
             keyField={"study_id"}
             collapseBody={collapseBody}
-            initialRowsPerPage={-1}
+            initialRowsPerPage={10}
             rowsPerPageOption={[5, 10, { label: "All", value: -1 }]}
             defaultFilter={studyFilter}
           />

optuna_dashboard/ts/types/index.d.ts

@@ -68,7 +68,6 @@ declare interface StudySummary {
   study_id: number
   study_name: string
   directions: StudyDirection[]
-  best_trial?: Trial
   user_attrs: Attribute[]
   system_attrs: Attribute[]
   datetime_start?: Date