#!/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()