"""Inference JSONL I/O: faithful round-trip and CSV-scoring equivalence.""" import csv import json from legex.evaluation import normalise from legex.utils import inference_record, read_inference_jsonl, write_inference_jsonl COLUMNS = ["case_id", "link", "legal_subject_judgement", "dispute_value_nominal", "trial_end_date", "plaintiffs_all_count", "model", "error"] ROWS = [ {"case_id": "C-1", "link": "", "legal_subject_judgement": "Civil_Law", "dispute_value_nominal": "nonpecuniary", "trial_end_date": "2023-05-04", "plaintiffs_all_count": "2", "model": "harvey", "error": ""}, # refusal prose + unicode + empty cells stay verbatim / become null {"case_id": "C-2", "link": "", "legal_subject_judgement": "", "dispute_value_nominal": "None (the amount is not stated) N/A", "trial_end_date": "", "plaintiffs_all_count": "", "model": "harvey", "error": "श्रेणी"}, ] def test_empty_becomes_null_nonempty_stays_string(tmp_path): rec = inference_record(ROWS[1], COLUMNS) assert rec["link"] is None and rec["trial_end_date"] is None # empty -> null assert rec["dispute_value_nominal"] == "None (the amount is not stated) N/A" # verbatim assert rec["error"] == "श्रेणी" def test_roundtripnormalises_identically_to_csv(tmp_path): """Reading JSONL and reading the equivalent CSV must yield identical scored cells.""" jsonl = tmp_path / "inf.jsonl" write_inference_jsonl(jsonl, ROWS, COLUMNS) csv_path = tmp_path / "inf.csv" with csv_path.open("w", encoding="utf-8", newline="") as f: w = csv.DictWriter(f, fieldnames=COLUMNS) w.writeheader() w.writerows(ROWS) def scored(rows): return [{k: normalise(v) for k, v in r.items()} for r in rows] with csv_path.open(encoding="utf-8", newline="") as f: csv_rows = list(csv.DictReader(f)) assert scored(read_inference_jsonl(jsonl)) == scored(csv_rows) def test_jsonl_is_one_object_per_line(tmp_path): p = tmp_path / "inf.jsonl" write_inference_jsonl(p, ROWS, COLUMNS) lines = p.read_text(encoding="utf-8").splitlines() assert len(lines) == len(ROWS) assert all(json.loads(line) for line in lines) # each line is valid JSON