diff --git a/.eslintrc.js b/.eslintrc.js index 5b390797..1c8f2bb5 100644 --- a/.eslintrc.js +++ b/.eslintrc.js @@ -5,7 +5,8 @@ module.exports = { '@typescript-eslint', ], rules: { - "@typescript-eslint/ban-ts-comment": "off" + "@typescript-eslint/ban-ts-comment": "off", + "eqeqeq": ["error", "smart"], }, extends: [ 'eslint:recommended', diff --git a/.github/workflows/e2e-dashboard-tests.yml b/.github/workflows/e2e-dashboard-tests.yml index c8912b9a..a0396976 100644 --- a/.github/workflows/e2e-dashboard-tests.yml +++ b/.github/workflows/e2e-dashboard-tests.yml @@ -47,4 +47,10 @@ jobs: run: playwright install - name: Run e2e tests - run: pytest e2e_tests/test_dashboard + run: | + if [ "${{ matrix.optuna-version }}" = "optuna==2.10.0" ]; then + ignore_option="--ignore e2e_tests/test_dashboard/test_usecases/test_preferential_optimization.py" + else + ignore_option="" + fi + pytest e2e_tests/test_dashboard $ignore_option diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 04002ad7..df519b53 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -83,6 +83,7 @@ $ pytest python_tests/ ``` $ pip install -r requirements.txt +$ playwright install $ pytest e2e_tests ``` @@ -92,6 +93,9 @@ If you want to create a screenshot for each test, please run a following command $ pytest e2e_tests --screenshot on --output tmp ``` +If you want to generate a locator in each webpage, please use the playwright codegen. See [this page](https://playwright.dev/python/docs/codegen-intro) for more details. + + For more detail options, you can check [this page](https://playwright.dev/python/docs/test-runners). #### Linters (flake8, black and mypy) diff --git a/README.md b/README.md index badea560..13022125 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ ![Software License](https://img.shields.io/badge/license-MIT-brightgreen.svg?style=flat-square) [![PyPI - Downloads](https://img.shields.io/pypi/dm/optuna-dashboard)](https://pypistats.org/packages/optuna-dashboard) [![Read the Docs](https://readthedocs.org/projects/optuna-dashboard/badge/?version=latest)](https://optuna-dashboard.readthedocs.io/en/latest/?badge=latest) +[![Codecov](https://codecov.io/gh/optuna/optuna-dashboard/branch/main/graph/badge.svg)](https://codecov.io/gh/optuna/optuna-dashboard) Real-time dashboard for [Optuna](https://github.com/optuna/optuna). diff --git a/e2e_tests/test_dashboard/test_usecases/test_preferential_optimization.py b/e2e_tests/test_dashboard/test_usecases/test_preferential_optimization.py new file mode 100644 index 00000000..fa3317dc --- /dev/null +++ b/e2e_tests/test_dashboard/test_usecases/test_preferential_optimization.py @@ -0,0 +1,127 @@ +import re + +import optuna +from optuna.trial import TrialState +from optuna_dashboard import ChoiceWidget +from optuna_dashboard import register_objective_form_widgets +from playwright.sync_api import expect +from playwright.sync_api import Page +import pytest + +from ...test_server import make_test_server + + +def make_test_storage() -> optuna.storages.InMemoryStorage: + storage = optuna.storages.InMemoryStorage() + sampler = optuna.samplers.RandomSampler(seed=0) + + study = optuna.create_study( + study_name="preferential_optimization", + storage=storage, + sampler=sampler, + ) + + register_objective_form_widgets( + study, + widgets=[ + ChoiceWidget( + choices=["Good", "So-so", "Bad"], + values=[-1, 0, 1], + ), + ], + ) + + n_batch = 4 + while True: + running_trials = study.get_trials(deepcopy=False, states=(TrialState.RUNNING,)) + if len(running_trials) >= n_batch: + break + study.ask() + + return storage + + +@pytest.fixture +def storage() -> optuna.storages.InMemoryStorage: + storage = make_test_storage() + return storage + + +@pytest.fixture +def server_url(request: pytest.FixtureRequest, storage: optuna.storages.InMemoryStorage) -> str: + return make_test_server(request, storage) + + +def test_preferential_optimization( + page: Page, + storage: optuna.storages.InMemoryStorage, + server_url: str, +) -> None: + summaries = optuna.get_all_study_summaries(storage) + study_id = summaries[0]._study_id + url = f"{server_url}/studies/{study_id}/trials" + + page.goto(url) + + # Confirm that the trial list page is displayed. + expect(page.get_by_role("heading").filter(has_text=re.compile("Trial"))).to_contain_text( + "Trial 0 (trial_id=0)" + ) + page.get_by_label("Filter").click() + # Confirm that all trials are running. + expect( + page.get_by_text("Complete (0)Pruned (0)Fail (0)Running (4)Waiting (0)") + ).to_be_visible() + page.locator(".MuiBackdrop-root").click() + + # Confirm that the trial detail page is displayed. + expect(page.get_by_role("heading").filter(has_text=re.compile("Trial"))).to_contain_text( + "Trial 0 (trial_id=0)" + ) + # This trial is running. + expect(page.get_by_text("Running", exact=True).nth(4)).to_be_visible() + page.get_by_label("Bad").check() + page.get_by_role("button", name="Submit").click() + # This trial is completed and is the best trial. + expect(page.get_by_text("Complete").nth(1)).to_be_visible() + expect(page.get_by_text("Best Trial").nth(1)).to_be_visible() + + # Move the next trial page. + page.get_by_role("button", name="Trial 1 Running").click() + # Confirm that the trial detail page is displayed. + expect(page.get_by_role("heading").filter(has_text=re.compile("Trial"))).to_contain_text( + "Trial 1 (trial_id=1)" + ) + # This trial is running. + expect(page.get_by_text("Running", exact=True).nth(3)).to_be_visible() + page.get_by_label("So-so").check() + page.get_by_role("button", name="Submit").click() + # This trial is completed and is the best trial. + expect(page.get_by_text("Complete").nth(2)).to_be_visible() + expect(page.get_by_text("Best Trial").nth(1)).to_be_visible() + + # Move the next trial page. + page.get_by_role("button", name="Trial 2 Running").click() + # Confirm that the trial detail page is displayed. + expect(page.get_by_role("heading").filter(has_text=re.compile("Trial"))).to_contain_text( + "Trial 2 (trial_id=2)" + ) + # This trial is running. + expect(page.get_by_text("Running", exact=True).nth(2)).to_be_visible() + page.get_by_label("Good").check() + page.get_by_role("button", name="Submit").click() + # This trial is completed and is the best trial. + expect(page.get_by_text("Complete").nth(3)).to_be_visible() + expect(page.get_by_text("Best Trial").nth(1)).to_be_visible() + + # Move the next trial page. + page.get_by_role("button", name="Trial 3 Running").click() + # Confirm that the trial detail page is displayed. + expect(page.get_by_role("heading").filter(has_text=re.compile("Trial"))).to_contain_text( + "Trial 3 (trial_id=3)" + ) + # This trial is running. + expect(page.get_by_text("Running", exact=True).nth(1)).to_be_visible() + page.get_by_role("button", name="Fail Trial").click() + # This trial is failed. + expect(page.get_by_text("Fail").nth(1)).to_be_visible() diff --git a/optuna_dashboard/_cached_extra_study_property.py b/optuna_dashboard/_cached_extra_study_property.py index 2f27fa64..24e22372 100644 --- a/optuna_dashboard/_cached_extra_study_property.py +++ b/optuna_dashboard/_cached_extra_study_property.py @@ -1,6 +1,7 @@ from __future__ import annotations import copy +import numbers import threading from typing import List from typing import Optional @@ -85,9 +86,8 @@ class _CachedExtraStudyProperty: self._cursor = next_cursor def _update_user_attrs(self, trial: FrozenTrial) -> None: - # TODO(c-bata): Support numpy-specific number types. current_user_attrs = { - k: not isinstance(v, bool) and isinstance(v, (int, float)) + k: not isinstance(v, bool) and isinstance(v, numbers.Real) for k, v in trial.user_attrs.items() } for attr_name, current_is_sortable in current_user_attrs.items(): diff --git a/optuna_dashboard/_serializer.py b/optuna_dashboard/_serializer.py index b5a3b305..7030abec 100644 --- a/optuna_dashboard/_serializer.py +++ b/optuna_dashboard/_serializer.py @@ -2,6 +2,7 @@ from __future__ import annotations from datetime import datetime import json +import numbers from typing import Any from typing import TYPE_CHECKING from typing import Union @@ -104,6 +105,8 @@ def serialize_attrs(attrs: dict[str, Any]) -> list[Attribute]: value = "" elif isinstance(v, str): value = v + elif isinstance(v, numbers.Real): + value = str(v) else: value = json.dumps(v) value = value[:MAX_ATTR_LENGTH] if len(value) > MAX_ATTR_LENGTH else value diff --git a/optuna_dashboard/artifact/_backend.py b/optuna_dashboard/artifact/_backend.py index 10a5b1ee..9720124b 100644 --- a/optuna_dashboard/artifact/_backend.py +++ b/optuna_dashboard/artifact/_backend.py @@ -105,7 +105,7 @@ def register_artifact_route( @app.post("/api/artifacts//") @json_api_view - def upload_artifact_api(study_id: int, trial_id: int) -> dict[str, Any]: + def upload_trial_artifact_api(study_id: int, trial_id: int) -> dict[str, Any]: trial = storage.get_trial(trial_id) if trial is None: response.status = 400 @@ -144,9 +144,42 @@ def register_artifact_route( "artifacts": list_trial_artifacts(storage.get_study_system_attrs(study_id), trial), } + @app.post("/api/artifacts/") + @json_api_view + def upload_study_artifact_api(study_id: int) -> dict[str, Any]: + if artifact_store is None: + response.status = 400 # Bad Request + return {"reason": "Cannot access to the artifacts."} + file = request.json.get("file") + if file is None: + response.status = 400 + return {"reason": "Please specify the 'file' key."} + + _, data = parse_data_uri(file) + filename = request.json.get("filename", "") + artifact_id = str(uuid.uuid4()) + artifact_store.write(artifact_id, io.BytesIO(data)) + + mimetype, encoding = mimetypes.guess_type(filename) + artifact = { + "artifact_id": artifact_id, + "filename": filename, + "mimetype": mimetype or DEFAULT_MIME_TYPE, + "encoding": encoding, + } + attr_key = ARTIFACTS_ATTR_PREFIX + artifact_id + storage.set_study_system_attr(study_id, attr_key, json.dumps(artifact)) + + response.status = 201 + + return { + "artifact_id": artifact_id, + "artifacts": list_study_artifacts(storage.get_study_system_attrs(study_id)), + } + @app.delete("/api/artifacts///") @json_api_view - def delete_artifact(study_id: int, trial_id: int, artifact_id: str) -> dict[str, Any]: + def delete_trial_artifact(study_id: int, trial_id: int, artifact_id: str) -> dict[str, Any]: if artifact_store is None: response.status = 400 # Bad Request return {"reason": "Cannot access to the artifacts."} @@ -154,7 +187,7 @@ def register_artifact_route( # The artifact's metadata is stored in one of the following two locations: storage.set_study_system_attr( - study_id, _dashboard_trial_artifact_prefix(trial_id) + artifact_id, json.dumps(None) + study_id, _dashboard_artifact_prefix(trial_id) + artifact_id, json.dumps(None) ) storage.set_trial_system_attr( trial_id, ARTIFACTS_ATTR_PREFIX + artifact_id, json.dumps(None) @@ -163,6 +196,21 @@ def register_artifact_route( response.status = 204 return {} + @app.delete("/api/artifacts//") + @json_api_view + def delete_study_artifact(study_id: int, artifact_id: str) -> dict[str, Any]: + if artifact_store is None: + response.status = 400 # Bad Request + return {"reason": "Cannot access to the artifacts."} + artifact_store.remove(artifact_id) + + storage.set_study_system_attr( + study_id, ARTIFACTS_ATTR_PREFIX + artifact_id, json.dumps(None) + ) + + response.status = 204 + return {} + def upload_artifact( backend: ArtifactBackend, @@ -220,7 +268,7 @@ def upload_artifact( return artifact_id -def _dashboard_trial_artifact_prefix(trial_id: int) -> str: +def _dashboard_artifact_prefix(trial_id: int) -> str: return DASHBOARD_ARTIFACTS_ATTR_PREFIX + f"{trial_id}:" @@ -240,7 +288,7 @@ def get_trial_artifact_meta( ) -> Optional[ArtifactMeta]: # Search study_system_attrs due to backward compatibility. study_system_attrs = storage.get_study_system_attrs(study_id) - attr_key = _dashboard_trial_artifact_prefix(trial_id=trial_id) + artifact_id + attr_key = _dashboard_artifact_prefix(trial_id=trial_id) + artifact_id artifact_meta = study_system_attrs.get(attr_key) if artifact_meta is not None: return json.loads(artifact_meta) @@ -284,7 +332,7 @@ def list_trial_artifacts( dashboard_artifact_metas = [ json.loads(value) for key, value in study_system_attrs.items() - if key.startswith(_dashboard_trial_artifact_prefix(trial._trial_id)) + if key.startswith(_dashboard_artifact_prefix(trial._trial_id)) ] # Collect ArtifactMeta from trial_system_attrs. Note that artifacts uploaded via diff --git a/optuna_dashboard/ts/action.ts b/optuna_dashboard/ts/action.ts index 41afdadb..3c8f06b6 100644 --- a/optuna_dashboard/ts/action.ts +++ b/optuna_dashboard/ts/action.ts @@ -11,9 +11,11 @@ import { tellTrialAPI, saveTrialUserAttrsAPI, renameStudyAPI, - uploadArtifactAPI, + uploadTrialArtifactAPI, + uploadStudyArtifactAPI, getMetaInfoAPI, - deleteArtifactAPI, + deleteTrialArtifactAPI, + deleteStudyArtifactAPI, reportPreferenceAPI, skipPreferentialTrialAPI, removePreferentialHistoryAPI, @@ -100,7 +102,13 @@ export const actionCreator = () => { setTrial(studyId, trialIndex, newTrial) } - const deleteTrialArtifact = ( + const setStudyArtifacts = (studyId: number, artifacts: Artifact[]) => { + const newStudy: StudyDetail = Object.assign({}, studyDetails[studyId]) + newStudy.artifacts = artifacts + setStudyDetailState(studyId, newStudy) + } + + const deleteTrialArtifactState = ( studyId: number, trialId: number, artifact_id: string @@ -122,6 +130,18 @@ export const actionCreator = () => { setTrialArtifacts(studyId, index, newArtifacts) } + const deleteStudyArtifactState = (studyId: number, artifact_id: string) => { + const artifacts = studyDetails[studyId].artifacts + const artifactIndex = artifacts.findIndex( + (a) => a.artifact_id === artifact_id + ) + const newArtifacts = [ + ...artifacts.slice(0, artifactIndex), + ...artifacts.slice(artifactIndex + 1, artifacts.length), + ] + setStudyArtifacts(studyId, newArtifacts) + } + const setTrialStateValues = ( studyId: number, index: number, @@ -154,7 +174,7 @@ export const actionCreator = () => { currentValue > bestValue ) { newStudy.best_trials = [newTrial] - } else if (currentValue == bestValue) { + } else if (currentValue === bestValue) { newStudy.best_trials = [...newStudy.best_trials, newTrial] } } @@ -430,7 +450,7 @@ export const actionCreator = () => { }) } - const uploadArtifact = ( + const uploadTrialArtifact = ( studyId: number, trialId: number, file: File @@ -439,7 +459,7 @@ export const actionCreator = () => { setUploading(true) reader.readAsDataURL(file) reader.onload = (upload: ProgressEvent) => { - uploadArtifactAPI( + uploadTrialArtifactAPI( studyId, trialId, file.name, @@ -467,14 +487,56 @@ export const actionCreator = () => { } } - const deleteArtifact = ( + const uploadStudyArtifact = (studyId: number, file: File): void => { + const reader = new FileReader() + setUploading(true) + reader.readAsDataURL(file) + reader.onload = (upload: ProgressEvent) => { + uploadStudyArtifactAPI( + studyId, + file.name, + upload.target?.result as string + ) + .then((res) => { + setUploading(false) + setStudyArtifacts(studyId, res.artifacts) + }) + .catch((err) => { + setUploading(false) + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to upload ${reason}`, { variant: "error" }) + }) + } + reader.onerror = (error) => { + enqueueSnackbar(`Failed to read the file ${error}`, { variant: "error" }) + console.log(error) + } + } + + const deleteTrialArtifact = ( studyId: number, trialId: number, artifactId: string ): void => { - deleteArtifactAPI(studyId, trialId, artifactId) + deleteTrialArtifactAPI(studyId, trialId, artifactId) .then(() => { - deleteTrialArtifact(studyId, trialId, artifactId) + deleteTrialArtifactState(studyId, trialId, artifactId) + enqueueSnackbar(`Success to delete an artifact.`, { + variant: "success", + }) + }) + .catch((err) => { + const reason = err.response?.data.reason + enqueueSnackbar(`Failed to delete ${reason}.`, { + variant: "error", + }) + }) + } + + const deleteStudyArtifact = (studyId: number, artifactId: string): void => { + deleteStudyArtifactAPI(studyId, artifactId) + .then(() => { + deleteStudyArtifactState(studyId, artifactId) enqueueSnackbar(`Success to delete an artifact.`, { variant: "success", }) @@ -693,8 +755,10 @@ export const actionCreator = () => { saveReloadInterval, saveStudyNote, saveTrialNote, - uploadArtifact, - deleteArtifact, + uploadTrialArtifact, + uploadStudyArtifact, + deleteTrialArtifact, + deleteStudyArtifact, makeTrialComplete, makeTrialFail, saveTrialUserAttrs, diff --git a/optuna_dashboard/ts/apiClient.ts b/optuna_dashboard/ts/apiClient.ts index e5510d67..f42d20de 100644 --- a/optuna_dashboard/ts/apiClient.ts +++ b/optuna_dashboard/ts/apiClient.ts @@ -280,7 +280,7 @@ type UploadArtifactAPIResponse = { artifacts: Artifact[] } -export const uploadArtifactAPI = ( +export const uploadTrialArtifactAPI = ( studyId: number, trialId: number, fileName: string, @@ -296,7 +296,22 @@ export const uploadArtifactAPI = ( }) } -export const deleteArtifactAPI = ( +export const uploadStudyArtifactAPI = ( + studyId: number, + fileName: string, + dataUrl: string +): Promise => { + return axiosInstance + .post(`/api/artifacts/${studyId}`, { + file: dataUrl, + filename: fileName, + }) + .then((res) => { + return res.data + }) +} + +export const deleteTrialArtifactAPI = ( studyId: number, trialId: number, artifactId: string @@ -308,6 +323,17 @@ export const deleteArtifactAPI = ( }) } +export const deleteStudyArtifactAPI = ( + studyId: number, + artifactId: string +): Promise => { + return axiosInstance + .delete(`/api/artifacts/${studyId}/${artifactId}`) + .then(() => { + return + }) +} + export const tellTrialAPI = ( trialId: number, state: TrialStateFinished, diff --git a/optuna_dashboard/ts/components/DataGrid.tsx b/optuna_dashboard/ts/components/DataGrid.tsx index 4c24426f..adf64e77 100644 --- a/optuna_dashboard/ts/components/DataGrid.tsx +++ b/optuna_dashboard/ts/components/DataGrid.tsx @@ -384,7 +384,7 @@ function stableSort( const stabilizedThis = array.map((el, index) => [el, index] as [T, number]) stabilizedThis.sort((a, b) => { if (less) { - const ascending = order == "asc" + const ascending = order === "asc" const result = ascending ? -less(a[0], b[0], ascending) : less(a[0], b[0], ascending) diff --git a/optuna_dashboard/ts/components/DeleteArtifactDialog.tsx b/optuna_dashboard/ts/components/DeleteArtifactDialog.tsx index 2c9c229e..7ac46162 100644 --- a/optuna_dashboard/ts/components/DeleteArtifactDialog.tsx +++ b/optuna_dashboard/ts/components/DeleteArtifactDialog.tsx @@ -1,4 +1,4 @@ -import React, { ReactNode, useState } from "react" +import React, { ReactNode, useState, FC } from "react" import { Dialog, DialogTitle, @@ -9,7 +9,7 @@ import { } from "@mui/material" import { actionCreator } from "../action" -export const useDeleteArtifactDialog = (): [ +export const useDeleteTrialArtifactDialog = (): [ (studyId: number, trialId: number, artifact: Artifact) => void, () => ReactNode ] => { @@ -33,7 +33,7 @@ export const useDeleteArtifactDialog = (): [ if (artifact === null) { return } - action.deleteArtifact(studyId, trialId, artifact.artifact_id) + action.deleteTrialArtifact(studyId, trialId, artifact.artifact_id) setOpenDeleteArtifactDialog(false) setTarget([-1, -1, null]) } @@ -45,32 +45,96 @@ export const useDeleteArtifactDialog = (): [ const renderDeleteArtifactDialog = () => { return ( - { - handleCloseDeleteArtifactDialog() - }} - aria-labelledby="delete-artifact-dialog-title" - > - - Delete artifact - - - - Are you sure you want to delete an artifact (" - {target[2]?.filename}")? - - - - - - - + ) } return [openDialog, renderDeleteArtifactDialog] } + +export const useDeleteStudyArtifactDialog = (): [ + (studyId: number, artifact: Artifact) => void, + () => ReactNode +] => { + const action = actionCreator() + + const [openDeleteArtifactDialog, setOpenDeleteArtifactDialog] = + useState(false) + const [target, setTarget] = useState<[number, Artifact | null]>([-1, null]) + + const handleCloseDeleteArtifactDialog = () => { + setOpenDeleteArtifactDialog(false) + setTarget([-1, null]) + } + + const handleDeleteArtifact = () => { + const [studyId, artifact] = target + if (artifact === null) { + return + } + action.deleteStudyArtifact(studyId, artifact.artifact_id) + setOpenDeleteArtifactDialog(false) + setTarget([-1, null]) + } + + const openDialog = (studyId: number, artifact: Artifact) => { + setTarget([studyId, artifact]) + setOpenDeleteArtifactDialog(true) + } + + const renderDeleteArtifactDialog = () => { + return ( + + ) + } + return [openDialog, renderDeleteArtifactDialog] +} + +const DeleteDialog: FC<{ + openDeleteArtifactDialog: boolean + handleCloseDeleteArtifactDialog: () => void + filename: string | undefined + handleDeleteArtifact: () => void +}> = ({ + openDeleteArtifactDialog, + handleCloseDeleteArtifactDialog, + filename, + handleDeleteArtifact, +}) => { + return ( + { + handleCloseDeleteArtifactDialog() + }} + aria-labelledby="delete-artifact-dialog-title" + > + + Delete artifact + + + + Are you sure you want to delete an artifact (" + {filename}")? + + + + + + + + ) +} diff --git a/optuna_dashboard/ts/components/GraphIntermediateValues.tsx b/optuna_dashboard/ts/components/GraphIntermediateValues.tsx index 2d86e464..a06832d9 100644 --- a/optuna_dashboard/ts/components/GraphIntermediateValues.tsx +++ b/optuna_dashboard/ts/components/GraphIntermediateValues.tsx @@ -78,7 +78,7 @@ const plotIntermediateValue = ( t.state === "Pruned" && t.values && t.values.length > 0) || - t.state == "Running" + t.state === "Running" ) const plotData: Partial[] = filteredTrials.map((trial) => { const values = trial.intermediate_values.filter( diff --git a/optuna_dashboard/ts/components/GraphParallelCoordinate.tsx b/optuna_dashboard/ts/components/GraphParallelCoordinate.tsx index 71f2b32d..b991ef94 100644 --- a/optuna_dashboard/ts/components/GraphParallelCoordinate.tsx +++ b/optuna_dashboard/ts/components/GraphParallelCoordinate.tsx @@ -164,7 +164,7 @@ const plotCoordinate = ( return truncated .split("") .map((c, i) => { - return (i + 1) % breakLength == 0 ? c + "
" : c + return (i + 1) % breakLength === 0 ? c + "
" : c }) .join("") } diff --git a/optuna_dashboard/ts/components/Note.tsx b/optuna_dashboard/ts/components/Note.tsx index 09270213..586f34e0 100644 --- a/optuna_dashboard/ts/components/Note.tsx +++ b/optuna_dashboard/ts/components/Note.tsx @@ -425,7 +425,7 @@ const ArtifactUploader: FC<{ if (files === null) { return } - action.uploadArtifact(studyId, trialId, files[0]) + action.uploadTrialArtifact(studyId, trialId, files[0]) } const handleDrop: DragEventHandler = (e) => { @@ -433,7 +433,7 @@ const ArtifactUploader: FC<{ e.preventDefault() const file = e.dataTransfer.files[0] setDragOver(false) - action.uploadArtifact(studyId, trialId, file) + action.uploadTrialArtifact(studyId, trialId, file) } const handleDragOver: DragEventHandler = (e) => { diff --git a/optuna_dashboard/ts/components/StudyArtifactCards.tsx b/optuna_dashboard/ts/components/StudyArtifactCards.tsx new file mode 100644 index 00000000..c6394896 --- /dev/null +++ b/optuna_dashboard/ts/components/StudyArtifactCards.tsx @@ -0,0 +1,226 @@ +import React, { + ChangeEventHandler, + DragEventHandler, + FC, + MouseEventHandler, + useRef, + useState, +} from "react" +import { + Typography, + Box, + useTheme, + IconButton, + Card, + CardContent, + CardActionArea, +} from "@mui/material" +import UploadFileIcon from "@mui/icons-material/UploadFile" +import DownloadIcon from "@mui/icons-material/Download" +import DeleteIcon from "@mui/icons-material/Delete" +import FullscreenIcon from "@mui/icons-material/Fullscreen" + +import { actionCreator } from "../action" +import { useDeleteStudyArtifactDialog } from "./DeleteArtifactDialog" +import { + useThreejsArtifactModal, + isThreejsArtifact, +} from "./ThreejsArtifactViewer" +import { ArtifactCardMedia } from "./ArtifactCardMedia" + +export const StudyArtifactCards: FC<{ study: StudyDetail }> = ({ study }) => { + const theme = useTheme() + const [openDeleteArtifactDialog, renderDeleteArtifactDialog] = + useDeleteStudyArtifactDialog() + const [openThreejsArtifactModal, renderThreejsArtifactModal] = + useThreejsArtifactModal() + + const width = "200px" + const height = "150px" + + return ( + <> + + {study.artifacts.map((artifact) => { + const urlPath = `/artifacts/${study.id}/${artifact.artifact_id}` + return ( + + + + + {artifact.filename} + + {isThreejsArtifact(artifact) ? ( + { + openThreejsArtifactModal(urlPath, artifact) + }} + > + + + ) : null} + { + openDeleteArtifactDialog(study.id, artifact) + }} + > + + + + + + + + ) + })} + + + {renderDeleteArtifactDialog()} + {renderThreejsArtifactModal()} + + ) +} + +const StudyArtifactUploader: FC<{ + study: StudyDetail + width: string + height: string +}> = ({ study, width, height }) => { + const theme = useTheme() + const [dragOver, setDragOver] = useState(false) + const action = actionCreator() + + const inputRef = useRef(null) + const handleClick: MouseEventHandler = () => { + if (!inputRef || !inputRef.current) { + return + } + inputRef.current.click() + } + + const handleOnChange: ChangeEventHandler = (e) => { + const files = e.target.files + if (files === null) { + return + } + action.uploadStudyArtifact(study.id, files[0]) + } + + const handleDragOver: DragEventHandler = (e) => { + e.stopPropagation() + e.preventDefault() + e.dataTransfer.dropEffect = "copy" + setDragOver(true) + } + + const handleDragLeave: DragEventHandler = (e) => { + e.stopPropagation() + e.preventDefault() + e.dataTransfer.dropEffect = "copy" + setDragOver(false) + } + + const handleDrop: DragEventHandler = (e) => { + e.stopPropagation() + e.preventDefault() + const files = e.dataTransfer.files + setDragOver(false) + for (let i = 0; i < files.length; i++) { + action.uploadStudyArtifact(study.id, files[i]) + } + } + + return ( + + + + + + Upload a New File + + Drag your file here or click to browse. + + + + + ) +} diff --git a/optuna_dashboard/ts/components/StudyDetail.tsx b/optuna_dashboard/ts/components/StudyDetail.tsx index 663ff399..bfdeb577 100644 --- a/optuna_dashboard/ts/components/StudyDetail.tsx +++ b/optuna_dashboard/ts/components/StudyDetail.tsx @@ -145,6 +145,8 @@ export const StudyDetail: FC<{ ) + } else if (page === "trialList") { + content = } else if (page === "trialTable") { content = ( @@ -153,8 +155,6 @@ export const StudyDetail: FC<{ ) - } else if (page === "trialList") { - content = } else if (page === "note" && studyDetail !== null) { content = ( ) - } else if (page == "preferenceHistory") { + } else if (page === "preferenceHistory") { content = } diff --git a/optuna_dashboard/ts/components/StudyHistory.tsx b/optuna_dashboard/ts/components/StudyHistory.tsx index 907acd1a..4bcbbc0a 100644 --- a/optuna_dashboard/ts/components/StudyHistory.tsx +++ b/optuna_dashboard/ts/components/StudyHistory.tsx @@ -17,12 +17,15 @@ import { DataGrid, DataGridColumn } from "./DataGrid" import { GraphHyperparameterImportance } from "./GraphHyperparameterImportances" import { UserDefinedPlot } from "./UserDefinedPlot" import { BestTrialsCard } from "./BestTrialsCard" +import { StudyArtifactCards } from "./StudyArtifactCards" +import { useRecoilValue } from "recoil" import { useStudyDetailValue, useStudyDirections, useStudySummaryValue, } from "../state" import FormControlLabel from "@mui/material/FormControlLabel" +import { artifactIsAvailable } from "../state" export const StudyHistory: FC<{ studyId: number }> = ({ studyId }) => { const theme = useTheme() @@ -31,6 +34,7 @@ export const StudyHistory: FC<{ studyId: number }> = ({ studyId }) => { const studyDetail = useStudyDetailValue(studyId) const [logScale, setLogScale] = useState(false) const [includePruned, setIncludePruned] = useState(true) + const artifactEnabled = useRecoilValue(artifactIsAvailable) const handleLogScaleChange = () => { setLogScale(!logScale) @@ -105,7 +109,7 @@ export const StudyHistory: FC<{ studyId: number }> = ({ studyId }) => { {studyDetail !== null && - studyDetail.directions.length == 1 && + studyDetail.directions.length === 1 && studyDetail.has_intermediate_values ? ( = ({ studyId }) => { + + {artifactEnabled && studyDetail !== null && ( + + + + + + Study Artifacts + + + + + + + )} ) } diff --git a/optuna_dashboard/ts/components/TrialArtifactCards.tsx b/optuna_dashboard/ts/components/TrialArtifactCards.tsx index 3e15f7ed..1a078f29 100644 --- a/optuna_dashboard/ts/components/TrialArtifactCards.tsx +++ b/optuna_dashboard/ts/components/TrialArtifactCards.tsx @@ -21,7 +21,7 @@ import DeleteIcon from "@mui/icons-material/Delete" import FullscreenIcon from "@mui/icons-material/Fullscreen" import { actionCreator } from "../action" -import { useDeleteArtifactDialog } from "./DeleteArtifactDialog" +import { useDeleteTrialArtifactDialog } from "./DeleteArtifactDialog" import { useThreejsArtifactModal, isThreejsArtifact, @@ -31,7 +31,7 @@ import { ArtifactCardMedia } from "./ArtifactCardMedia" export const TrialArtifactCards: FC<{ trial: Trial }> = ({ trial }) => { const theme = useTheme() const [openDeleteArtifactDialog, renderDeleteArtifactDialog] = - useDeleteArtifactDialog() + useDeleteTrialArtifactDialog() const [openThreejsArtifactModal, renderThreejsArtifactModal] = useThreejsArtifactModal() @@ -158,7 +158,7 @@ const TrialArtifactUploader: FC<{ if (files === null) { return } - action.uploadArtifact(trial.study_id, trial.trial_id, files[0]) + action.uploadTrialArtifact(trial.study_id, trial.trial_id, files[0]) } const handleDrop: DragEventHandler = (e) => { e.stopPropagation() @@ -166,7 +166,7 @@ const TrialArtifactUploader: FC<{ const files = e.dataTransfer.files setDragOver(false) for (let i = 0; i < files.length; i++) { - action.uploadArtifact(trial.study_id, trial.trial_id, files[i]) + action.uploadTrialArtifact(trial.study_id, trial.trial_id, files[i]) } } const handleDragOver: DragEventHandler = (e) => { diff --git a/optuna_dashboard/ts/components/TrialFormWidgets.tsx b/optuna_dashboard/ts/components/TrialFormWidgets.tsx index 48d5094f..f727ac80 100644 --- a/optuna_dashboard/ts/components/TrialFormWidgets.tsx +++ b/optuna_dashboard/ts/components/TrialFormWidgets.tsx @@ -45,12 +45,12 @@ export const TrialFormWidgets: FC<{ ? "Set Objective Values Form" : "Set Objective Value Form" const widgetNames = formWidgets.widgets.map((widget, i) => { - if (formWidgets.output_type == "objective") { + if (formWidgets.output_type === "objective") { if (objectiveNames.at(i) !== undefined) { return objectiveNames[i] } - return directions.length == 1 ? "Objective" : `Objective ${i}` - } else if (formWidgets.output_type == "user_attr") { + return directions.length === 1 ? "Objective" : `Objective ${i}` + } else if (formWidgets.output_type === "user_attr") { if (widget.type !== "user_attr" && widget.user_attr_key !== undefined) { return widget.user_attr_key } @@ -118,13 +118,13 @@ const UpdatableFormWidgets: FC<{ const handleSubmit = (e: React.MouseEvent): void => { e.preventDefault() const values = widgetStates.map((ws) => ws.value) - if (formWidgets.output_type == "objective") { + if (formWidgets.output_type === "objective") { const filtered = values.filter((v): v is number => v !== null) if (filtered.length !== formWidgets.widgets.length) { return } action.makeTrialComplete(trial.study_id, trial.trial_id, filtered) - } else if (formWidgets.output_type == "user_attr") { + } else if (formWidgets.output_type === "user_attr") { const user_attrs = Object.fromEntries( formWidgets.widgets.map((widget, i) => [ widget.user_attr_key, @@ -433,7 +433,7 @@ const ReadonlyFormWidgets: FC<{ max={widget.max} step={widget.step} marks={ - widget.labels === null || widget.labels.length == 0 + widget.labels === null || widget.labels.length === 0 ? true : widget.labels } diff --git a/optuna_dashboard/ts/components/TrialList.tsx b/optuna_dashboard/ts/components/TrialList.tsx index 6922003a..cfde6536 100644 --- a/optuna_dashboard/ts/components/TrialList.tsx +++ b/optuna_dashboard/ts/components/TrialList.tsx @@ -119,7 +119,7 @@ const useIsBestTrial = ( return useMemo(() => { const bestTrialIDs = studyDetail?.best_trials.map((t) => t.trial_id) || [] return (trialId: number): boolean => - bestTrialIDs.findIndex((a) => a === trialId) != -1 + bestTrialIDs.findIndex((a) => a === trialId) !== -1 }, [studyDetail]) } diff --git a/optuna_dashboard/ts/components/TrialTable.tsx b/optuna_dashboard/ts/components/TrialTable.tsx index 29701299..efc79626 100644 --- a/optuna_dashboard/ts/components/TrialTable.tsx +++ b/optuna_dashboard/ts/components/TrialTable.tsx @@ -23,7 +23,7 @@ export const TrialTable: FC<{ toCellValue: (i) => trials[i].state.toString(), }, ] - if (studyDetail === null || studyDetail.directions.length == 1) { + if (studyDetail === null || studyDetail.directions.length === 1) { columns.push({ field: "values", label: "Value", diff --git a/optuna_dashboard/ts/dominatedTrials.ts b/optuna_dashboard/ts/dominatedTrials.ts index 06afb15f..b1571775 100644 --- a/optuna_dashboard/ts/dominatedTrials.ts +++ b/optuna_dashboard/ts/dominatedTrials.ts @@ -27,7 +27,7 @@ export const getDominatedTrials = ( const dominatedTrials: boolean[] = [] normalizedValues.forEach((values0: number[], i: number) => { const dominated = normalizedValues.some((values1: number[], j: number) => { - if (i === j || values0.every((v, i) => v == values1[i])) { + if (i === j || values0.every((v, i) => v === values1[i])) { return false } return values0.every((value0: number, k: number) => { diff --git a/optuna_dashboard/ts/state.ts b/optuna_dashboard/ts/state.ts index 3c6f0fd7..94e8d2d7 100644 --- a/optuna_dashboard/ts/state.ts +++ b/optuna_dashboard/ts/state.ts @@ -63,7 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"https://registry.npmjs.org/v8-to-istanbul/-/v8-to-istanbul-9.0.1.tgz", diff --git a/package.json b/package.json index a60be438..3e624c56 100644 --- a/package.json +++ b/package.json @@ -52,12 +52,12 @@ "@types/react": "^18.0.26", "@types/react-dom": "^18.0.10", "@types/react-syntax-highlighter": "^15.5.5", - "@typescript-eslint/eslint-plugin": "^4.26.1", - "@typescript-eslint/parser": "^4.26.1", + "@typescript-eslint/eslint-plugin": "^6.10.0", + "@typescript-eslint/parser": "^6.10.0", "compression-webpack-plugin": "^10.0.0", "css-loader": "^6.8.1", "esbuild-loader": "^2.18.0", - "eslint": "^7.28.0", + "eslint": "^8.53.0", "jest": "^29.2.1", "jest-canvas-mock": "^2.3.1", "jest-environment-jsdom": "^29.3.1", diff --git a/python_tests/artifact/test_backend.py b/python_tests/artifact/test_backend.py index 74698a09..22544e6f 100644 --- a/python_tests/artifact/test_backend.py +++ b/python_tests/artifact/test_backend.py @@ -12,7 +12,7 @@ def test_get_artifact_path() -> None: def test_artifact_prefix() -> None: - actual = _backend._dashboard_trial_artifact_prefix(trial_id=0) + actual = _backend._dashboard_artifact_prefix(trial_id=0) assert actual == "dashboard:artifacts:0:" diff --git a/python_tests/test_api.py b/python_tests/test_api.py index bde7838a..721bdb56 100644 --- a/python_tests/test_api.py +++ b/python_tests/test_api.py @@ -220,6 +220,47 @@ class APITestCase(TestCase): assert study_detail["feedback_component_type"]["output_type"] == "artifact" assert study_detail["feedback_component_type"]["artifact_key"] == "image" + def test_save_trial_user_attrs(self) -> None: + study = optuna.create_study() + trials: list[optuna.Trial] = [] + for _ in range(2): + trial = study.ask() + trials.append(trial) + + request_body = { + "user_attrs": { + "number": 0, + }, + } + + app = create_app(study._storage) + status, _, _ = send_request( + app, + f"/api/trials/{trials[0]._trial_id}/user-attrs", + "POST", + content_type="application/json", + body=json.dumps(request_body), + ) + self.assertEqual(status, 204) + + assert study.trials[0].user_attrs == request_body["user_attrs"] + assert study.trials[1].user_attrs == {} + + def test_save_trial_user_attrs_empty(self) -> None: + study = optuna.create_study() + trial = study.ask() + + app = create_app(study._storage) + status, _, _ = send_request( + app, + f"/api/trials/{trial._trial_id}/user-attrs", + "POST", + content_type="application/json", + body=json.dumps({}), + ) + self.assertEqual(status, 400) + assert study.trials[0].user_attrs == {} + @pytest.mark.skipif(sys.version_info < (3, 8), reason="BoTorch dropped Python3.7 support") def test_skip_trial(self) -> None: storage = optuna.storages.InMemoryStorage() @@ -399,6 +440,125 @@ class APITestCase(TestCase): ) self.assertEqual(status, 404) + def test_tell_trial_complete(self) -> None: + storage = optuna.storages.InMemoryStorage() + study = optuna.create_study(storage=storage) + trial_id = study.ask()._trial_id + + app = create_app(storage) + status, _, _ = send_request( + app, + f"/api/trials/{trial_id}/tell", + "POST", + body=json.dumps( + { + "state": "Complete", + "values": [0, 1, 2], + } + ), + content_type="application/json", + ) + self.assertEqual(status, 204) + trial = storage.get_trial(trial_id) + assert trial.state == optuna.trial.TrialState.COMPLETE + assert trial.values == [0, 1, 2] + + def test_tell_trial_fail(self) -> None: + storage = optuna.storages.InMemoryStorage() + study = optuna.create_study(storage=storage) + trial_id = study.ask()._trial_id + + app = create_app(storage) + status, _, _ = send_request( + app, + f"/api/trials/{trial_id}/tell", + "POST", + body=json.dumps( + { + "state": "Fail", + } + ), + content_type="application/json", + ) + self.assertEqual(status, 204) + trial = storage.get_trial(trial_id) + assert trial.state == optuna.trial.TrialState.FAIL + + def test_tell_trial_with_no_state(self) -> None: + storage = optuna.storages.InMemoryStorage() + study = optuna.create_study(storage=storage) + trial_id = study.ask()._trial_id + + app = create_app(storage) + status, _, _ = send_request( + app, + f"/api/trials/{trial_id}/tell", + "POST", + body=json.dumps({}), + content_type="application/json", + ) + self.assertEqual(status, 400) + + def test_tell_trial_with_invalid_state(self) -> None: + storage = optuna.storages.InMemoryStorage() + study = optuna.create_study(storage=storage) + for state in ["Pruned", "Running", "Waiting", "Invalid"]: + trial_id = study.ask()._trial_id + app = create_app(storage) + with self.subTest(state=state): + status, _, _ = send_request( + app, + f"/api/trials/{trial_id}/tell", + "POST", + body=json.dumps( + { + "state": state, + } + ), + content_type="application/json", + ) + self.assertEqual(status, 400) + + def test_tell_trial_with_no_values(self) -> None: + storage = optuna.storages.InMemoryStorage() + study = optuna.create_study(storage=storage) + trial_id = study.ask()._trial_id + + app = create_app(storage) + status, _, _ = send_request( + app, + f"/api/trials/{trial_id}/tell", + "POST", + body=json.dumps( + { + "state": "Complete", + } + ), + content_type="application/json", + ) + self.assertEqual(status, 400) + + def test_tell_trial_with_invalid_values(self) -> None: + storage = optuna.storages.InMemoryStorage() + study = optuna.create_study(storage=storage) + for values in [1.0, ["foo"]]: + trial_id = study.ask()._trial_id + app = create_app(storage) + with self.subTest(values=values): + status, _, _ = send_request( + app, + f"/api/trials/{trial_id}/tell", + "POST", + body=json.dumps( + { + "state": "Complete", + "values": values, + } + ), + content_type="application/json", + ) + self.assertEqual(status, 400) + class BottleRequestHookTestCase(TestCase): def test_ignore_trailing_slashes(self) -> None: diff --git a/python_tests/test_cached_extra_study_property.py b/python_tests/test_cached_extra_study_property.py index c02006a7..dcd5bc5e 100644 --- a/python_tests/test_cached_extra_study_property.py +++ b/python_tests/test_cached_extra_study_property.py @@ -4,6 +4,7 @@ from typing import Any from unittest import TestCase import warnings +import numpy as np import optuna from optuna import create_trial from optuna.distributions import BaseDistribution @@ -254,11 +255,29 @@ class _CachedExtraStudyPropertyUserAttrs(TestCase): def test_infer_sortable(self) -> None: user_attrs_list: list[dict[str, Any]] = [ - {"a": 1, "b": 1, "c": 1, "d": "a", "e": 1, "f": True}, + { + "a": 1, + "b": 1, + "c": 1, + "d": "a", + "e": 1, + "f": True, + "g": np.float128(1.1), + "h": np.int64(2), + }, {"a": 2, "b": "a", "c": "a", "d": "a"}, {"a": 3, "b": None, "c": 3, "d": "a", "e": 3}, ] - expected = {"a": True, "b": False, "c": False, "d": False, "e": True, "f": False} + expected = { + "a": True, + "b": False, + "c": False, + "d": False, + "e": True, + "f": False, + "g": True, + "h": True, + } trials = [] for user_attrs in user_attrs_list: diff --git a/python_tests/test_serializers.py b/python_tests/test_serializers.py index 0d1546d2..d1bdf59b 100644 --- a/python_tests/test_serializers.py +++ b/python_tests/test_serializers.py @@ -2,6 +2,7 @@ from __future__ import annotations import sys +import numpy as np import optuna from optuna_dashboard._serializer import serialize_attrs from optuna_dashboard._serializer import serialize_study_detail @@ -25,6 +26,32 @@ def test_serialize_dict() -> None: assert len(serialized) <= 1 +def test_serialize_numpy_integer() -> None: + serialized = serialize_attrs( + { + "int8": np.int8(1), + "int16": np.int16(1), + "int32": np.int32(1), + "int64": np.int64(1), + } + ) + assert len(serialized) == 4 + assert all([v["value"] == "1" for v in serialized]) + + +def test_serialize_numpy_floating() -> None: + serialized = serialize_attrs( + { + "float16": np.float16(1.0), + "float32": np.float32(1.0), + "float64": np.float64(1.0), + "float128": np.float128(1.0), + } + ) + assert len(serialized) == 4 + assert all([v["value"] == "1.0" for v in serialized]) + + @pytest.mark.skipif(sys.version_info < (3, 8), reason="BoTorch dropped Python3.7 support") def test_get_study_detail_is_preferential() -> None: storage = optuna.storages.InMemoryStorage() diff --git a/standalone_app/src/components/DataGrid.tsx b/standalone_app/src/components/DataGrid.tsx index 24e45dc7..2855f1f7 100644 --- a/standalone_app/src/components/DataGrid.tsx +++ b/standalone_app/src/components/DataGrid.tsx @@ -358,7 +358,7 @@ function stableSort( const stabilizedThis = array.map((el, index) => [el, index] as [T, number]) stabilizedThis.sort((a, b) => { if (less) { - const ascending = order == "asc" + const ascending = order === "asc" const result = ascending ? -less(a[0], b[0], ascending) : less(a[0], b[0], ascending) diff --git a/standalone_app/src/components/PlotIntermediateValues.tsx b/standalone_app/src/components/PlotIntermediateValues.tsx index 4feb0b33..8418cba6 100644 --- a/standalone_app/src/components/PlotIntermediateValues.tsx +++ b/standalone_app/src/components/PlotIntermediateValues.tsx @@ -78,7 +78,7 @@ const plotIntermediateValue = ( t.state === "Pruned" && t.values && t.values.length > 0) || - t.state == "Running" + t.state === "Running" ) const plotData: Partial[] = filteredTrials.map((trial) => { const values = trial.intermediate_values.filter( diff --git a/standalone_app/src/components/TrialTable.tsx b/standalone_app/src/components/TrialTable.tsx index 97a04f3c..d8b4f163 100644 --- a/standalone_app/src/components/TrialTable.tsx +++ b/standalone_app/src/components/TrialTable.tsx @@ -20,7 +20,7 @@ export const TrialTable: FC<{ }, ] - if (study === null || study.directions.length == 1) { + if (study === null || study.directions.length === 1) { columns.push({ field: "values", label: "Value", diff --git a/standalone_app/src/sqlite3.ts b/standalone_app/src/sqlite3.ts index 3a04c163..1fbcff87 100644 --- a/standalone_app/src/sqlite3.ts +++ b/standalone_app/src/sqlite3.ts @@ -64,7 +64,7 @@ const getSchemaVersion = (db: SQLite3DB): string => { const isSupportedSchema = (schemaVersion: string): boolean => { const lowestVersion = "v2.6.0.a" // supported: "v3.2.0.a", "v3.0.0.{a,b,c,d}", "v2.6.0.a" - if (schemaVersion == lowestVersion) return true + if (schemaVersion === lowestVersion) return true return isGreaterSchemaVersion(schemaVersion, lowestVersion) } @@ -80,7 +80,7 @@ const isGreaterSchemaVersion = ( const left = Number(leftVersion) const right = Number(rightVersion) - if (left == right) return leftSuffix > rightSuffix + if (left === right) return leftSuffix > rightSuffix return left > right } @@ -106,7 +106,7 @@ const getStudies = (db: SQLite3DB, schemaVersion: string): Study[] => { trials.forEach((trial) => { const userAttrs = getTrialUserAttributes(db, trial.trial_id) userAttrs.forEach((attr) => { - if (union_user_attrs.findIndex((s) => s.key === attr.key) == -1) { + if (union_user_attrs.findIndex((s) => s.key === attr.key) === -1) { union_user_attrs.push({ key: attr.key, sortable: false }) } }) @@ -116,7 +116,7 @@ const getStudies = (db: SQLite3DB, schemaVersion: string): Study[] => { params.forEach((param) => { param_names.add(param.name) if ( - union_search_space.findIndex((s) => s.name === param.name) == -1 + union_search_space.findIndex((s) => s.name === param.name) === -1 ) { union_search_space.push({ name: param.name }) }