#!/usr/bin/env python3 """Deterministically extract factual offer fields without retaining notice prose.""" from __future__ import annotations import argparse import json import re import subprocess from datetime import date, datetime, timezone from pathlib import Path FORBIDDEN_KEYS = {"activation_code", "enrollment_code", "addressee", "address", "phone", "email", "mailing_address"} MONTHS = "January|February|March|April|May|June|July|August|September|October|November|December" PROVIDERS = ("Experian IdentityWorks", "Experian", "Equifax", "TransUnion", "Kroll", "IDX", "AllClear", "Cyberscout") EXPOSURES = ((r"social security", "Social Security number"), (r"driver.?s license", "Driver's license number"), (r"financial account", "Financial account information"), (r"health information", "Health information"), (r"date of birth", "Date of birth"), (r"name", "Name")) def clean(value: str) -> str: return re.sub(r"\s+", " ", value).strip() def text_from_pdf(path: str) -> str: result = subprocess.run(["pdftotext", "-layout", path, "-"], check=True, capture_output=True, text=True) return result.stdout def parse_date(value: str) -> str | None: value = value.strip().replace(",", "") for pattern in ("%B %d %Y", "%b %d %Y", "%m/%d/%Y"): try: return datetime.strptime(value, pattern).date().isoformat() except ValueError: pass return None def deadline_from(text: str) -> tuple[str | None, str | None]: pattern = rf"(?:enrol(?:l(?:ment)?)?|register|sign\s*up)\b.{{0,100}}?(?:by|before|until)\s+(({MONTHS})\s+\d{{1,2}},?\s+\d{{4}}|\d{{1,2}}/\d{{1,2}}/\d{{4}})" matches = list(re.finditer(pattern, text, flags=re.I | re.S)) parsed = [] for match in matches: iso = parse_date(match.group(1)) if iso: zone = re.search(r"\b(UTC|PST|PDT|EST|EDT|CST|CDT|MST|MDT|Pacific Time|Eastern Time|Central Time|Mountain Time)\b", text[match.end():match.end() + 45], flags=re.I) parsed.append((iso, zone.group(1).upper() if zone else None)) unique = {(item[0], item[1]) for item in parsed} return next(iter(unique)) if len(unique) == 1 else (None, None) def deadline_status(deadline: str | None, built_at: str) -> str: if not deadline: return "unknown" today = datetime.fromisoformat(built_at.replace("Z", "+00:00")).date() printed = date.fromisoformat(deadline) if printed >= today: return "open" if printed < today: return "expired" return "unknown" def provider_from(text: str) -> str | None: if re.search(r"enroll\.krollmonitoring\.com", text, flags=re.I): return "Kroll" enrollment_provider = re.search(r"Visit\s+(?:the\s+)?(Experian IdentityWorks|Experian|Equifax|TransUnion|Kroll|IDX|AllClear|Cyberscout)(?:\s+website)?\s+(?:to\s+)?enroll", text, flags=re.I) if enrollment_provider: return enrollment_provider.group(1) return next((name for name in PROVIDERS if re.search(re.escape(name), text, flags=re.I)), None) def extract(record: dict, text: str, built_at: str) -> dict: deadline, zone = deadline_from(text) provider = provider_from(text) duration = re.search(r"\(?([0-9]{1,2})\)?\s*(months?)\b", text, flags=re.I) months = None duration_text = None if duration: raw_number, unit = duration.group(1), duration.group(2).lower() months = int(raw_number) * (12 if unit.startswith("year") else 1) duration_text = f"{raw_number} {unit}" exposure_section = re.search(r"(?:what information was involved|information involved).*?(?:what we are doing|what you can do)", text, flags=re.I | re.S) lower = exposure_section.group(0).lower() if exposure_section else "" exposed = [label for needle, label in EXPOSURES if re.search(needle, lower)] remedy_type = "identity protection" if provider else ("credit monitoring" if re.search(r"credit monitoring", text, flags=re.I) else None) fields = { "id": record["id"], "organization": record.get("organization"), "breach_dates": record.get("breach_dates", []), "reported_date": record.get("reported_date"), "data_exposed": exposed, "remedy_type": remedy_type, "remedy_provider": provider, "remedy_duration_months": months, "remedy_duration_text": duration_text, "enrollment_deadline": deadline, "enrollment_deadline_timezone": zone, "deadline_status": deadline_status(deadline, built_at), "source_report_url": record["report_url"], "source_notice_url": record["source_notice_url"], "source_notice_sha256": record["source_notice_sha256"], "source_accessed_at": record["source_accessed_at"], } fields["extraction_confidence"] = round((sum(value is not None and value != [] for value in (fields["organization"], provider, months, deadline)) / 4), 2) return {key: value for key, value in fields.items() if key not in FORBIDDEN_KEYS} def main() -> None: parser = argparse.ArgumentParser() parser.add_argument("--notices", default="build/notices/manifest.jsonl") parser.add_argument("--out", default="build/extracted.jsonl") parser.add_argument("--built-at", default=datetime.now(timezone.utc).replace(microsecond=0).isoformat().replace("+00:00", "Z")) args = parser.parse_args() rows, failures = [], 0 for line in Path(args.notices).read_text(encoding="utf-8").splitlines(): record = json.loads(line) if "pdf_path" not in record: failures += 1 continue try: rows.append(extract(record, text_from_pdf(record["pdf_path"]), args.built_at)) except (OSError, subprocess.CalledProcessError): failures += 1 Path(args.out).write_text("".join(json.dumps(row, sort_keys=True) + "\n" for row in rows), encoding="utf-8") print(json.dumps({"rows": len(rows), "extraction_failures": failures, "built_at": args.built_at}, sort_keys=True)) if __name__ == "__main__": main()