optuna-dashboard/tslib/react/test/loadStorageFromFile.ts

import { JournalFileStorage, SQLite3Storage } from "@optuna/storage"
import * as Optuna from "@optuna/types"

type SetterOrUpdater<T> = (valOrUpdater: ((currVal: T) => T) | T) => void

const readFile = async (file: File) => {
  return new Promise<ArrayBuffer>((resolve, reject) => {
    const reader = new FileReader()
    reader.addEventListener("load", () => {
      const arrayBuffer = reader.result as ArrayBuffer | null
      if (arrayBuffer !== null) {
        resolve(arrayBuffer)
      } else {
        reject(new Error("Failed to load file"))
      }
    })
    reader.readAsArrayBuffer(file)
  })
}

const loadStudiesFromStorage = async (
  storage: SQLite3Storage | JournalFileStorage,
  setter: SetterOrUpdater<Optuna.Study[]>
) => {
  const studySummaries = await storage.getStudies()
  const studies = (
    await Promise.all(
      studySummaries.map((_summary, index) => storage.getStudy(index))
    )
  ).filter((s) => s !== null) as Optuna.Study[]
  setter((prev) => [...prev, ...studies])
}

export const loadStorageFromFile = async (
  file: File,
  setStudies: SetterOrUpdater<Optuna.Study[]>
) => {
  const arrayBuf = await readFile(file)
  const header = new Uint8Array(arrayBuf, 0, 16)
  const headerString = new TextDecoder().decode(header)
  if (headerString === "SQLite format 3\u0000") {
    await loadStudiesFromStorage(new SQLite3Storage(arrayBuf), setStudies)
  } else {
    await loadStudiesFromStorage(new JournalFileStorage(arrayBuf), setStudies)
  }
}