UnsolvedAstronomy / scripts /duplicate_candidates.py
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Release UnsolvedAstronomy v1.1.0 (compact single-copy layout, 298 MB vs 2.53 GB, 35,000 deduplicated astronomy problems)
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#!/usr/bin/env python3
"""
Duplicate and relation auditor for UnsolvedAstronomy v1.1.0.
Verifies 0 duplicate canonical problem statements among published records and validates merged_duplicate links.
"""
import json
import re
import sys
from collections import Counter
from pathlib import Path
ROOT = Path(__file__).resolve().parent.parent
PROBLEMS_FILE = ROOT / "problems.json"
ARCHIVED_FILE = ROOT / "archived_problems.json"
def norm_text(s: str) -> str:
return re.sub(r"[^a-z0-9]+", " ", (s or "").lower()).strip()
def main():
if not PROBLEMS_FILE.exists():
print(f"Missing {PROBLEMS_FILE}")
sys.exit(1)
published = json.loads(PROBLEMS_FILE.read_text(encoding="utf-8"))
archived = json.loads(ARCHIVED_FILE.read_text(encoding="utf-8")) if ARCHIVED_FILE.exists() else []
dups = [r for r in archived if r["status"] == "merged_duplicate"]
stmt_norms = Counter(norm_text(r["statement"]) for r in published)
collisions = {k: v for k, v in stmt_norms.items() if v > 1}
title_norms = Counter(norm_text(r["title"]) for r in published)
title_collisions = {k: v for k, v in title_norms.items() if v > 1}
pub_ids = {r["id"] for r in published}
bad_dup_targets = [r["id"] for r in dups if r.get("duplicate_of") not in pub_ids]
low_src_records = [
r["id"]
for r in published
if len({s.get("source_id") for s in r.get("sources", []) if s.get("source_id")}) < 4
]
print(f"Checked {len(published)} published records and {len(dups)} merged_duplicate records.")
print(f" Statement collisions among published: {len(collisions)}")
print(f" Title collisions among published: {len(title_collisions)}")
print(f" Published records with < 4 distinct literature sources: {len(low_src_records)}")
print(f" Invalid duplicate_of targets: {len(bad_dup_targets)}")
if collisions or title_collisions or low_src_records or bad_dup_targets:
sys.exit(1)
if __name__ == "__main__":
main()