import logging import re from datetime import date from typing import Any from urllib.parse import unquote from datasets import load_dataset from legex.models.base import Case from legex.scrapers.base import BaseScraper DATASET_NAME = "voilaj/swiss-caselaw" log = logging.getLogger(__name__) _RE_JUMPCGI = re.compile(r"JumpCGI\?id=\d{2}\.\d{2}\.\d{4}_([0-9][A-Z])_(\d+)/(\d{4})") _RE_AZA = re.compile(r"aza://\d{2}-\d{2}-\d{4}-([0-9][A-Z])_(\d+)-(\d{4})") class CHScraper(BaseScraper): country = "Schweiz" def scrape( self, start_date: date | None = None, end_date: date | None = None, ) -> list[Case]: log.info(f"Loading bger shard from {DATASET_NAME} …") dataset = load_dataset(DATASET_NAME, data_files="data/bger.parquet", split="train") cases = self._to_cases(dataset) if start_date or end_date: cases = [ c for c in cases if c.decision_date is not None and (start_date is None or c.decision_date >= start_date) and (end_date is None or c.decision_date <= end_date) ] cases.sort(key=lambda c: c.decision_date or date.min, reverse=True) log.info(f"{len(cases)} cases after filtering") return cases def _to_cases(self, dataset: Any) -> list[Case]: results: list[Case] = [] seen: set[str] = set() for row in dataset: link = (row.get("source_url") or "").strip() if not link or link in seen: continue seen.add(link) raw_date = row.get("decision_date") decision_date = date.fromisoformat(raw_date) if raw_date else None case_id, chamber, division = self.parse_case_id(link) metadata: dict[str, Any] = { k: v for k, v in row.items() if k not in ("source_url", "decision_date", "language", "full_text") and v is not None } if chamber is not None: metadata["chamber"] = chamber metadata["division"] = division results.append(Case( case_id=case_id, link=link, decision_date=decision_date, jurisdiction="ch", language=(row.get("language") or "").strip().lower() or None, full_text=row.get("full_text"), metadata=metadata, )) return results @staticmethod def parse_case_id(link: str | None) -> tuple[str | None, str | None, str | None]: if not link: return None, None, None m = _RE_JUMPCGI.search(unquote(link)) or _RE_AZA.search(unquote(link)) if not m: return None, None, None chamber, num, year = m.group(1), m.group(2), m.group(3) return f"{chamber}_{num}/{year}", chamber, chamber[0] @staticmethod def civil_filter(cases: list[Case]) -> list[Case]: return [c for c in cases if (c.metadata or {}).get("division") in {"4", "5"}]