import logging import re from datetime import date from datasets import load_dataset from legex.config import settings from legex.models.base import Case from legex.scrapers.base import BaseScraper DATASET_PATH = "openlegaldata/court-decisions-germany" DATASET_NAME = 'dump-20221018' # OpenLegalData shifts the `date` field for anonymity. Real year is encoded in # file_number as the trailing /YY slash-suffix, for example "XII ZR 17/18" to 2018. # Civil BGH senates are numbered with Roman numerals followed by ZR/ZB/ZA. _RE_YEAR = re.compile(r"/(\d{2,4})\s*$") _RE_CIVIL = re.compile(r"^([IVXLCDM]+)\s+(ZR|ZB|ZA)\b") log = logging.getLogger(__name__) class DEScraper(BaseScraper): country = "Deutschland" def scrape( self, start_date: date | None = None, end_date: date | None = None, ) -> list[Case]: log.info(f"Loading {DATASET_PATH} (gated; requires HF_TOKEN) …") dataset = load_dataset(path=DATASET_PATH, name=DATASET_NAME, split="train", token=settings.hf_token or None) cases = [ self._row_to_case(row) for row in dataset if (row.get("court") or {}).get("name") == "Bundesgerichtshof" ] cases = [c for c in cases if c is not None] if start_date or end_date: start_year = start_date.year if start_date else 0 end_year = end_date.year if end_date else 9999 cases = [ c for c in cases if start_year <= (c.decision_date.year if c.decision_date else 0) <= end_year ] cases.sort(key=lambda c: c.decision_date or date.min, reverse=True) log.info(f"{len(cases)} BGH cases after year filter") return cases @staticmethod def _row_to_case(row: dict) -> Case | None: file_number = row.get("file_number") or "" m = _RE_YEAR.search(file_number) if not m: return None year = int(m.group(1)) if year < 50: year += 2000 elif year < 100: year += 1900 # Use January 1 of the inferred year, the real day/month is shifted. decision_date = date(year, 1, 1) content = row.get("markdown_content") or row.get("content") or "" return Case( case_id=file_number, link=f"https://de.openlegaldata.io/case/{row.get('id')}", decision_date=decision_date, jurisdiction="de", language="de", full_text=content, metadata={ "ecli": row.get("ecli"), "type": row.get("type"), "slug": row.get("slug"), }, ) @staticmethod def civil_filter(cases: list[Case]) -> list[Case]: return [c for c in cases if _RE_CIVIL.match(c.case_id or "")]