polish-dynaword / src /clean_1000_novels.py
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1000_novels: rescreen with cited translator death years, pin the screen (837 -> 887 texts) (#65)
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#!/usr/bin/env python3
"""Rebuild `1000_novels` as its public-domain subset with per-row attribution.
CLARIN-PL replied (October 2026) that handle 11321/312 holds metadata only: CLARIN does not
distribute the texts and holds no rights documentation, so no licence covers them. A row is
kept only when the per-text rights screen finds it public domain in Poland:
polish-dynaword-v2/evidence/1000_novels_rights_screen.csv
(written by polish-dynaword-v2/scripts/novels_rights_screen.py)
Kept rows are labelled `public-domain`, and `author` credits the author and any translator.
Title, death year, screen basis and CLARIN file name go to `1000_novels.attribution.jsonl`.
The input is the v0.2.5 Parquet and the screen CSV, both pinned by SHA-256. Restore the Parquet
before a rerun:
git checkout v0.2.5 -- data/1000_novels/1000_novels.parquet
python3 src/clean_1000_novels.py --screen ../polish-dynaword-v2/evidence/1000_novels_rights_screen.csv
"""
from __future__ import annotations
import argparse
import csv
import hashlib
import json
import os
import re
import unicodedata
from collections import Counter
from pathlib import Path
import pyarrow.parquet as pq
SOURCE = "1000_novels"
ROOT = Path(__file__).resolve().parents[1]
DATA = ROOT / "data" / SOURCE
INPUT_SHA256 = "27be09e5e2347dcf1a83e94b6c210ca26bdd89365bc3563e88ea5af9846990ea" # v0.2.5
# polish-dynaword-v2 evidence/1000_novels_rights_screen.csv for v0.2.6; also in 1000_novels.license-evidence.json
SCREEN_SHA256 = "7fefc75f8fcbd07e5ec98842276765ffef9520b6acb4e24b4751c67cc3d2081c"
UPSTREAM = "https://clarin-pl.eu/dspace/handle/11321/312"
LICENSE = "public-domain"
KEEP = {"pd_by_term"}
SCREENS = KEEP | {"in_copyright", "unresolved"}
# Read off each text's header by hand where the rules below fail: no header, a dedication
# ("H. K. T."), a series title (Proust), a title broken over lines, or a misspelt file name.
TITLES = {
"conrad_murzyn-z-zalogi-narcyza_1923.txt": "Murzyn z załogi „Narcyza”",
"orzeszkowa_pan-graba_czesc1_1872.txt": "Pan Graba",
"proust_w-cieniu-zakwitajacych-dziewczat_tom-I_1937.txt": "W cieniu zakwitających dziewcząt",
"proust_w-cieniu-zakwitajacych-dziewczat_tom-II_1937.txt": "W cieniu zakwitających dziewcząt",
"proust_w-cieniu-zakwitajacych-dziewczat_tom-III_1937.txt": "W cieniu zakwitających dziewcząt",
"prus_co-sie-z-wielkiej-idei-zrobilo-w-malym-miasteczku.txt": "Co się z wielkiej idei zrobiło w małem miasteczku",
"prus_piesn-swiata_1935.txt": "Pleśń świata",
"puszkin_basn-o-krolu-saltanie_1924.txt":
"Baśń o królu Sałtanie, o jego synu, słynnym i potężnym bohaterze Gwidonie, i o pięknej królewnie Łabędziu",
"reymont_wampir.txt": "Wampir",
"sienkiewicz_bajka1.txt": "Bajka",
"sienkiewicz_bajka3.txt": "Bajka",
"sienkiewicz_jako-sie-pan-lubomirski-nawrocil-kosciol-w-tarnowie-zbudowal_1931.txt":
"Jako się pan Lubomirski nawrócił i kościół w Tarnawie zbudował",
"verne_przygody-trzech-rosjan-i-trzech-anglikow-w-poludniowej-afryce_1883.txt":
"Przygody trzech Rossyan i trzech Anglików w południowej Afryce",
"zapolska_papuzia_1958.txt": "Papuzia",
"zeromski_popioly.txt": "Popioły",
"zulawski_list-senki-do-lucjusza_1914.txt": "List Seneki do Lucyljusza",
"zulawski_z-domu-ojcow_1897.txt": "Z domu ojców",
}
NOT_A_TITLE = re.compile(r"^(tłum|tłumacz|przekład|rozdział|tom|księga|[IVXLC]+\.?$|\d+\.?$)", re.I)
def sha256(path: Path) -> str:
digest = hashlib.sha256()
with path.open("rb") as stream:
for chunk in iter(lambda: stream.read(1 << 20), b""):
digest.update(chunk)
return digest.hexdigest()
def fold(text: str) -> str:
"""ASCII slug as in CLARIN file names: `Śpiewak spod strzechy` -> `spiewak-spod-strzechy`."""
text = text.replace("ł", "l").replace("Ł", "L")
text = unicodedata.normalize("NFKD", text).encode("ascii", "ignore").decode().lower()
return re.sub(r"[^a-z0-9]+", "-", text).strip("-")
def file_slug(clarin_file: str) -> str:
"""`sienkiewicz_krzyzacy_tom-II_1900.txt` -> `krzyzacy_tom-II` folded."""
parts = clarin_file.removesuffix(".txt").split("_")[1:]
if parts and re.fullmatch(r"\d{4}", parts[-1]):
parts = parts[:-1]
return fold(" ".join(parts))
def header_lines(text: str, limit: int = 8) -> list[str]:
lines = []
for line in re.split(r"[\r\n]+", text[:3000]):
line = line.strip().lstrip("<").strip()
if line:
lines.append(line)
if len(lines) == limit:
break
return lines
def tidy(title: str) -> str:
return re.sub(r"\s+", " ", title).strip(" .\t")
def title_of(text: str, clarin_file: str, author: str) -> tuple[str, str]:
"""(title, how): `manual` = TITLES; `file` = header words that fold to the file-name slug
(V against the file name); `position` = the line next to the author line (I); `none`."""
if clarin_file in TITLES:
return TITLES[clarin_file], "manual"
slug = file_slug(clarin_file)
lines = header_lines(text)
for i in range(len(lines)):
for span in (1, 2, 3): # titles broken over lines: "...kościół w Tarnawie" / "zbudował"
if fold(" ".join(lines[i:i + span])) == slug:
return tidy(" ".join(lines[i:i + span])), "file"
words = lines[i].split() # "Kalosze szczęścia (tłum. Mirandola)/1. Początek"
for n in range(1, len(words)):
if fold(" ".join(words[:n])) == slug:
return tidy(" ".join(words[:n])), "file"
keys = {fold(clarin_file.split("_")[0]), fold(author.split()[-1])}
def is_author(line: str) -> bool:
return len(line.split()) <= 6 and any(k and k in fold(line) for k in keys)
if len(lines) > 1:
for author_at, title_at in ((0, 1), (1, 0)):
candidate = lines[title_at]
if is_author(lines[author_at]) and not is_author(candidate) and not NOT_A_TITLE.match(candidate):
return tidy(candidate), "position"
return "", "none"
def credit(author: str, translator: str) -> str:
return f"{author} (tłum. {translator})" if translator else author
def build(input_path: Path, screen_path: Path, out_dir: Path) -> dict:
if (found := sha256(screen_path)) != SCREEN_SHA256:
raise SystemExit(f"{screen_path} is not the pinned rights screen: SHA-256 {found}, expected "
f"{SCREEN_SHA256}; regenerate it with polish-dynaword-v2/scripts/novels_rights_screen.py "
"or update SCREEN_SHA256 and 1000_novels.license-evidence.json together")
if sha256(input_path) != INPUT_SHA256:
raise SystemExit(f"{input_path} is not the v0.2.5 Parquet; restore it with "
"`git checkout v0.2.5 -- data/1000_novels/1000_novels.parquet`")
table = pq.read_table(input_path)
with screen_path.open(encoding="utf-8", newline="") as stream:
screen = {row["id"]: row for row in csv.DictReader(stream)}
ids = table.column("id").to_pylist()
if set(ids) != set(screen) or len(ids) != len(set(ids)):
raise SystemExit("rights screen and Parquet do not cover the same ids")
if unknown := {row["screen"] for row in screen.values()} - SCREENS:
raise SystemExit(f"unknown screen values: {unknown}")
kept, attribution = [], []
for row in table.to_pylist():
rights = screen[row["id"]]
if rights["screen"] not in KEEP:
continue
title, how = title_of(row["text"], rights["clarin_file"], rights["author"])
kept.append({**row, "license": LICENSE, "author": credit(rights["author"], rights["translator"])})
attribution.append({
"id": row["id"], "author": rights["author"], "author_died": rights["author_died"],
"translator": rights["translator"], "title": title, "title_from": how,
"clarin_file": rights["clarin_file"], "upstream": UPSTREAM,
"license": LICENSE, "screen": rights["screen"], "basis": rights["basis"],
})
if stale := TITLES.keys() - {a["clarin_file"] for a in attribution}:
raise SystemExit(f"TITLES names files that are not kept: {sorted(stale)}")
stats = {
"read": len(ids), "kept": len(kept), "drop_rights": len(ids) - len(kept),
"drop_short": 0, "drop_lang": 0, "drop_dup": 0, "drop_ocr": 0,
"chars": sum(len(r["text"]) for r in kept), "tokens": sum(r["token_count"] for r in kept),
"licenses": {LICENSE: len(kept)}, "authors_with_value": sum(bool(r["author"]) for r in kept),
"license": LICENSE, "screen": dict(Counter(r["screen"] for r in screen.values())),
"titles": dict(Counter(a["title_from"] for a in attribution)),
"input_sha256": INPUT_SHA256, "screen_sha256": SCREEN_SHA256,
}
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("--screen", type=Path, required=True, help="1000_novels_rights_screen.csv")
parser.add_argument("--out", type=Path, default=DATA)
args = parser.parse_args()
print(json.dumps(build(args.input, args.screen, args.out), indent=2, ensure_ascii=False))
if __name__ == "__main__":
main()