import createConnectionPool, { ConnectionPool, sql } from '@databases/pg'
import sqlite3 from 'better-sqlite3'
import { PythonShell } from 'python-shell'

export async function main(db: ConnectionPool) {
  const s3 = sqlite3('./assets/kanjidic.db')

  const rows = s3
    .prepare(
      /* sql */ `
  SELECT "kanji", "onyomi", "kunyomi", "nanori", "english" FROM "kanji"
  `
    )
    .all()

  const fPrev = new Set<string>(
    await db
      .query(
        sql`
        SELECT "entry" FROM "frequency"
        `
      )
      .then((rs) => rs.map((r) => r.entry))
  )

  const py = new PythonShell('./scripts/freq.py', {
    mode: 'text',
    pythonOptions: ['-u'],
  })

  const fMap = new Map<string, number>()
  py.on('message', (msg: string) => {
    const [w = '', f] = msg.split('=')
    fMap.set(w, Number(f))
  })
  ;[...new Set(rows.map((r) => r.kanji))]
    .filter((v) => !fPrev.has(v))
    .map((v) => py.send(v))

  await new Promise<void>((resolve, reject) => {
    py.end((err) => (err ? reject(err) : resolve()))
  })

  const batchSize = 5000

  if (fMap.size) {
    const fRow = [...fMap]
    for (let i = 0; i < fRow.length; i += batchSize) {
      console.log(i)

      await db.query(sql`
      INSERT INTO "frequency" ("entry", "frequency")
      VALUES ${sql.join(
        fRow.slice(i, i + batchSize).map(([k, v]) => sql`(${k}, ${v})`),
        ','
      )}
      ON CONFLICT ("entry")
      DO UPDATE SET "frequency" = EXCLUDED."frequency";
      `)
    }
  }

  for (let i = 0; i < rows.length; i += batchSize) {
    console.log(i)
    const sublot = rows.slice(i, i + batchSize)

    await db.query(sql`
    INSERT INTO "entry" ("userId", "type", "entry", "key", "reading", "translation", "_meta")
    VALUES ${sql.join(
      sublot.map((r) => {
        const onyomi = JSON.parse(r.onyomi)
        const kunyomi_raw: string[] = JSON.parse(r.kunyomi)
        const kunyomi = kunyomi_raw.flatMap((v) =>
          v.includes('.') ? [v.replace('.', ''), v.split('.')[0]] : v
        )
        const nanori = JSON.parse(r.nanori)
        const english = JSON.parse(r.english)

        return sql`(uuid_nil(), 'character', ${[
          r.kanji,
        ]}, ${`kanjidic:${r.kanji}`}, ${{
          onyomi,
          kunyomi,
          nanori,
        }}, ${{
          en: english,
        }}, ${{
          kunyomi: kunyomi_raw,
        }})`
      }),
      ','
    )}
    ON CONFLICT DO NOTHING;
    `)
  }
}

if (require.main === module) {
  main(createConnectionPool({ bigIntMode: 'number' }))
}