#!/usr/bin/env python """Export the SCP dataset to Parquet -- one file per table. Writes `/pages.parquet`, `/page_tags.parquet` and `/page_alternate_titles.parquet` (zstd-compressed), ready for publishing. Re-running overwrites the files. Usage (run from the src/ directory, like scp_dataset.py): python export_parquet.py python export_parquet.py --db ../data/scp_dataset.duckdb --out ../data/parquet """ from __future__ import annotations import argparse import logging from pathlib import Path import duckdb DEFAULT_DB = "../data/scp_dataset.duckdb" DEFAULT_OUT = "../data/parquet" DEFAULT_COMPRESSION = "zstd" _TABLES: tuple[str, ...] = ("pages", "page_tags", "page_alternate_titles") logger = logging.getLogger("export_parquet") def export_table( con: duckdb.DuckDBPyConnection, out_dir: Path, table: str, compression: str, ) -> None: """Write one table to `out_dir/.parquet` and log its row count.""" target = out_dir / f"{table}.parquet" # `table` is an internal constant; COPY returns the number of rows written. result = con.execute( f"COPY {table} TO '{target}' (FORMAT PARQUET, COMPRESSION '{compression}')" ).fetchone() rows = int(result[0]) if result else 0 logger.info("%-22s %s rows -> %s", table, f"{rows:,}", target) def main(argv: list[str] | None = None) -> int: """Parse arguments and export every table to a Parquet file.""" parser = argparse.ArgumentParser( description="Export the SCP dataset to Parquet (one file per table).", formatter_class=argparse.ArgumentDefaultsHelpFormatter, ) parser.add_argument("--db", default=DEFAULT_DB, help="DuckDB database path") parser.add_argument("--out", default=DEFAULT_OUT, help="Output directory") parser.add_argument( "--compression", default=DEFAULT_COMPRESSION, help="Parquet codec", ) args = parser.parse_args(argv) logging.basicConfig( level=logging.INFO, format="%(asctime)s %(levelname)-7s %(message)s", datefmt="%H:%M:%S", ) out_dir = Path(args.out) out_dir.mkdir(parents=True, exist_ok=True) # DuckDB won't create missing parents. con = duckdb.connect(args.db, read_only=True) try: for table in _TABLES: export_table(con, out_dir, table, args.compression) finally: con.close() logger.info("Done. Parquet written under %s/", out_dir) return 0 if __name__ == "__main__": raise SystemExit(main())