visit_sqlite/visit_bulid_sql.py

#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Offline builder for single JSONL visit DB (SQLite offset index).

Input JSONL (one JSON object per line):
  {"title": "...", "caption": "...", "text": "..."}  # text required for visit

This builds a SQLite DB that maps:
  title -> offset (byte offset of the line in the JSONL file)

Online visit can return the first match or top-k matches.

Usage:
python /data/workspace/tool/visit_bulid_sql.py \
  --jsonl /data/workspace/wiki_simulator/wcx/wiki/output/wikiextractor_v1.jsonl \
  --db /data/workspace/tool/visit_sqlite/visit_offsets.sqlite

"""

import argparse
import os
import sqlite3
import sys
from typing import Any, Dict, List, Optional, Tuple

# Fast JSON if available
try:
    import orjson as _json  # type: ignore

    def json_loads(b: bytes):
        return _json.loads(b)
except Exception:
    import json as _json  # type: ignore

    def json_loads(b: bytes):
        return _json.loads(b.decode("utf-8", errors="replace"))


def _as_str(x: Any) -> str:
    if x is None:
        return ""
    if isinstance(x, str):
        return x
    return str(x)


SCHEMA_SQL = """
CREATE TABLE IF NOT EXISTS meta (
  k TEXT PRIMARY KEY,
  v TEXT NOT NULL
);

-- allow duplicates
CREATE TABLE IF NOT EXISTS offsets (
  keyword TEXT NOT NULL,
  offset  INTEGER NOT NULL
);

CREATE INDEX IF NOT EXISTS idx_offsets_keyword ON offsets(keyword);
CREATE INDEX IF NOT EXISTS idx_offsets_offset ON offsets(offset);
"""


def connect_db(db_path: str) -> sqlite3.Connection:
    conn = sqlite3.connect(db_path)
    conn.execute("PRAGMA journal_mode=WAL;")
    conn.execute("PRAGMA synchronous=NORMAL;")
    conn.execute("PRAGMA temp_store=MEMORY;")
    conn.execute("PRAGMA cache_size=-200000;")  # ~200MB best effort
    return conn


def _file_fingerprint(path: str) -> Tuple[str, str]:
    st = os.stat(path)
    return (str(st.st_size), str(getattr(st, "st_mtime_ns", int(st.st_mtime * 1e9))))


def set_meta(conn: sqlite3.Connection, k: str, v: str) -> None:
    conn.execute("INSERT OR REPLACE INTO meta(k, v) VALUES (?, ?)", (k, v))


def main():
    ap = argparse.ArgumentParser()
    ap.add_argument("--jsonl", required=True, help="Single JSONL file path")
    ap.add_argument("--db", required=True, help="Output sqlite DB path")
    ap.add_argument("--keyword-field", default="title", help="Field name for keyword/title")
    ap.add_argument("--require-text-field", default="text", help="Require this field to be non-null")
    ap.add_argument("--batch-size", type=int, default=100000, help="SQLite insert batch size")
    args = ap.parse_args()

    jsonl_path = os.path.abspath(args.jsonl)
    db_path = os.path.abspath(args.db)

    if not os.path.exists(jsonl_path):
        raise FileNotFoundError(jsonl_path)

    os.makedirs(os.path.dirname(db_path) or ".", exist_ok=True)

    conn = connect_db(db_path)
    conn.executescript(SCHEMA_SQL)

    # record fingerprint so online visit can detect mismatch
    size, mtime_ns = _file_fingerprint(jsonl_path)
    set_meta(conn, "jsonl_path", jsonl_path)
    set_meta(conn, "jsonl_size", size)
    set_meta(conn, "jsonl_mtime_ns", mtime_ns)
    set_meta(conn, "keyword_field", args.keyword_field)
    set_meta(conn, "text_field", args.require_text_field)

    # rebuild offsets from scratch
    conn.execute("DELETE FROM offsets;")
    conn.commit()

    insert_sql = "INSERT INTO offsets(keyword, offset) VALUES (?, ?)"
    cur = conn.cursor()

    total = 0
    bad_json = 0
    missing_kw = 0
    missing_text = 0

    buf: List[Tuple[str, int]] = []

    with open(jsonl_path, "rb") as f:
        while True:
            offset = f.tell()
            line = f.readline()
            if not line:
                break
            line = line.strip()
            if not line:
                continue

            try:
                obj: Dict[str, Any] = json_loads(line)
            except Exception:
                bad_json += 1
                continue

            kw = _as_str(obj.get(args.keyword_field)).strip()
            if not kw:
                missing_kw += 1
                continue

            if args.require_text_field:
                if obj.get(args.require_text_field) is None:
                    missing_text += 1
                    continue

            buf.append((kw, offset))
            total += 1

            if len(buf) >= args.batch_size:
                cur.executemany(insert_sql, buf)
                conn.commit()
                buf.clear()

    if buf:
        cur.executemany(insert_sql, buf)
        conn.commit()
        buf.clear()

    conn.execute("ANALYZE;")
    conn.commit()
    conn.close()

    print(
        "Build done.\n"
        f"  jsonl={jsonl_path}\n"
        f"  db={db_path}\n"
        f"  indexed={total}\n"
        f"  bad_json={bad_json}\n"
        f"  missing_keyword={missing_kw}\n"
        f"  missing_text={missing_text}",
        file=sys.stderr,
    )


if __name__ == "__main__":
    main()