#!/usr/bin/env python3 """Create reproducible Project CodeNet language and problem-family censuses.""" from __future__ import annotations import argparse import re from pathlib import Path import duckdb import pyarrow.csv as pacsv def checked_sha256(value: str) -> str: if not re.fullmatch(r"[0-9a-f]{64}", value): raise argparse.ArgumentTypeError("expected a lowercase SHA-256 digest") return value def write_query(connection: duckdb.DuckDBPyConnection, query: str, path: Path) -> None: path.parent.mkdir(parents=True, exist_ok=True) pacsv.write_csv(connection.execute(query).to_arrow_table(), path) def main() -> None: parser = argparse.ArgumentParser() parser.add_argument("--metadata-root", type=Path, required=True) parser.add_argument("--language-output", type=Path, required=True) parser.add_argument("--problem-language-output", type=Path, required=True) parser.add_argument("--revision", required=True) parser.add_argument("--archive-sha256", type=checked_sha256, required=True) args = parser.parse_args() files = sorted(args.metadata_root.glob("p[0-9][0-9][0-9][0-9][0-9].csv")) if len(files) != 4_053: raise RuntimeError(f"expected 4,053 per-problem CSVs, found {len(files):,}") connection = duckdb.connect() connection.read_csv( str(args.metadata_root / "p?????.csv"), header=True, all_varchar=True, union_by_name=True, ).create_view("submissions") revision = args.revision.replace("'", "''") archive_sha256 = args.archive_sha256 write_query( connection, f""" SELECT language, count(*) AS submissions, count(DISTINCT problem_id) AS problems, sum(CASE WHEN status = 'Accepted' THEN 1 ELSE 0 END) AS accepted_submissions, count(DISTINCT CASE WHEN status = 'Accepted' THEN problem_id END) AS accepted_problems, sum(try_cast(code_size AS HUGEINT)) AS source_bytes, sum(CASE WHEN status = 'Accepted' THEN try_cast(code_size AS HUGEINT) ELSE 0 END) AS accepted_source_bytes, '{revision}' AS source_revision, '{archive_sha256}' AS archive_sha256 FROM submissions GROUP BY language ORDER BY submissions DESC, language """, args.language_output, ) write_query( connection, f""" SELECT problem_id, language, count(*) AS submissions, sum(CASE WHEN status = 'Accepted' THEN 1 ELSE 0 END) AS accepted_submissions, sum(try_cast(code_size AS HUGEINT)) AS source_bytes, sum(CASE WHEN status = 'Accepted' THEN try_cast(code_size AS HUGEINT) ELSE 0 END) AS accepted_source_bytes, '{revision}' AS source_revision, '{archive_sha256}' AS archive_sha256 FROM submissions GROUP BY problem_id, language ORDER BY problem_id, language """, args.problem_language_output, ) if __name__ == "__main__": main()