#!/usr/bin/env python3 """Drop PAP reprints from `govpl` and write a per-row URL sidecar. gov.pl's copyright page (https://www.gov.pl/web/gov/prawa-autorskie) licenses the site's text under CC BY-SA 4.0 but excludes works whose copyright belongs to third parties. Articles that credit PAP (Polish Press Agency) as their source are such works (slayerlabs/polish-dynaword-v2#51). `fetch_govpl.pap_rule` names them; this script removes them from the released Parquet, so ids and the other rows stay as they are (a rebuild through build_dynaword.py would renumber ids). `govpl.attribution.jsonl` gives each kept row the gov.pl URL, subsite, title and date of the fetched article, matched on build_dynaword's dedup key (SHA-1 of the stripped text) in the fetch output `govpl.jsonl.zst`. Where the same text was fetched from several URLs, the first one in fetch order is used. Both inputs are pinned by SHA-256. Restore the Parquet before a rerun: git checkout v0.2.5 -- data/govpl/govpl.parquet python3 src/clean_govpl.py --fetched ~/speakleash/govpl.jsonl.zst """ from __future__ import annotations import argparse import hashlib import io import json import os import sys from collections import Counter from pathlib import Path import pyarrow.parquet as pq import zstandard sys.path.insert(0, str(Path(__file__).resolve().parent)) from fetch_govpl import KEY as SOURCE, pap_rule # one rule for fetch and release ROOT = Path(__file__).resolve().parents[1] DATA = ROOT / "data" / SOURCE INPUT_SHA256 = "9c0310fcdf45804e6547bd197cba55f58f12df618cd3d8b92b8e9077a3720b9f" # v0.2.5 FETCHED_SHA256 = "368259d0ea8522eced71b426ae238556d5330a410aa994bdcbdc7427478d783a" # 2026-07-19 crawl BUILD_STATS = { # build_dynaword.py counts for the v0.2.5 Parquet, kept for the datasheet "read": 90140, "drop_short": 0, "drop_lang": 24, "drop_dup": 1926, "drop_ocr": 0, } def text_key(text: str) -> bytes: """build_dynaword's dedup key.""" return hashlib.sha1(text.strip().encode("utf-8")).digest() def fetched_meta(path: Path) -> dict[bytes, dict]: """text_key -> meta of the first fetched record with that text.""" meta: dict[bytes, dict] = {} with path.open("rb") as compressed: lines = io.TextIOWrapper(zstandard.ZstdDecompressor().stream_reader(compressed), encoding="utf-8") for line in lines: if line.strip(): record = json.loads(line) meta.setdefault(text_key(record["text"]), record["meta"]) return meta def check_pin(path: Path, expected: str, restore: str) -> None: with path.open("rb") as stream: actual = hashlib.file_digest(stream, "sha256").hexdigest() if actual != expected: raise SystemExit(f"{path} does not match the pinned SHA-256; {restore}") def build(input_path: Path, fetched_path: Path, out_dir: Path) -> dict: check_pin(input_path, INPUT_SHA256, "restore it with `git checkout v0.2.5 -- data/govpl/govpl.parquet`") check_pin(fetched_path, FETCHED_SHA256, "it is not the 2026-07-19 gov.pl crawl") table = pq.read_table(input_path) meta = fetched_meta(fetched_path) kept, attribution, dropped = [], [], Counter() for row in table.to_pylist(): if rule := pap_rule(row["text"]): dropped[rule] += 1 continue found = meta.get(text_key(row["text"])) if found is None: raise SystemExit(f"{row['id']}: text not found in {fetched_path}") kept.append(row) attribution.append({ "id": row["id"], "url": found["url"], "subsite": found["subsite"], "title": found["title"], "date": found["date"], "license": row["license"], }) stats = { **BUILD_STATS, "drop_pap": sum(dropped.values()), "drop_pap_by_rule": dict(dropped), "kept": len(kept), "chars": sum(len(r["text"]) for r in kept), "tokens": sum(r["token_count"] for r in kept), "licenses": dict(Counter(r["license"] for r in kept)), "authors_with_value": sum(bool(r["author"]) for r in kept), "license": "CC-BY-SA-4.0", "input_rows": table.num_rows, "input_sha256": INPUT_SHA256, "fetched_sha256": FETCHED_SHA256, } build_drops = sum(v for k, v in BUILD_STATS.items() if k.startswith("drop_")) if stats["read"] - build_drops != table.num_rows: raise SystemExit("BUILD_STATS does not add up to the input row count") staged = { out_dir / f"{SOURCE}.parquet.tmp": lambda p: pq.write_table( table.from_pylist(kept, schema=table.schema), p, compression="zstd"), out_dir / f"{SOURCE}.attribution.jsonl.tmp": lambda p: p.write_text( "".join(json.dumps(a, ensure_ascii=False) + "\n" for a in attribution), encoding="utf-8"), out_dir / f"{SOURCE}.stats.json.tmp": lambda p: p.write_text( json.dumps(stats, indent=2, ensure_ascii=False) + "\n", encoding="utf-8"), } for path, write in staged.items(): write(path) for path in staged: os.replace(path, path.with_suffix("")) return stats def main() -> None: parser = argparse.ArgumentParser(description=__doc__.split("\n")[0]) parser.add_argument("--input", type=Path, default=DATA / f"{SOURCE}.parquet") parser.add_argument("--fetched", type=Path, required=True, help="govpl.jsonl.zst from fetch_govpl.py") parser.add_argument("--out", type=Path, default=DATA) args = parser.parse_args() print(json.dumps(build(args.input, args.fetched, args.out), indent=2, ensure_ascii=False)) if __name__ == "__main__": main()