import hashlib import io from pathlib import Path import pyarrow.parquet as pq from scripts.vendor.conll18_ud_eval import UDError, load_conllu from scripts.conllu_units import load_conllu_units, render_conllu from scripts.text_units import load_text_units from scripts.syntax_normalization import ( is_editorial_punctuation, is_universal_deprel, syntax_text_normalize, ) from scripts.model_facing import check_model_facing_conllu REPO_ROOT = Path(__file__).resolve().parents[1] DATA_ROOT = REPO_ROOT / "data" METRE_DATA_ROOT = REPO_ROOT.parent / "sphragis-metre" / "data" CONFIGS = tuple( [(DATA_ROOT, f"sentence_{suffix}") for suffix in ("1", "5", "10", "50")] + [(DATA_ROOT, f"source_held_out_{suffix}") for suffix in ("1", "5", "10", "50")] + [(METRE_DATA_ROOT, f"verse_{suffix}") for suffix in ("1", "5", "10", "50")] ) def test_all_conllu_documents_are_well_formed_and_identifier_free() -> None: """Require parseable CoNLL-U with no model-facing provenance comments.""" checked = set() for root, config in CONFIGS: for split in ("train", "validation", "test"): path = root / config / f"{split}-00000-of-00001.parquet" parquet = pq.ParquetFile(path) for batch in parquet.iter_batches( columns=["id", "conllu"], batch_size=256, use_threads=False, ): for row in batch.to_pylist(): for unit in load_conllu_units(row["conllu"]): check_model_facing_conllu( unit, f"{config}/{split}, row {row['id']}", ) rendered = render_conllu(unit) digest = hashlib.sha256(rendered.encode("utf-8")).digest() if digest in checked: continue try: load_conllu(io.StringIO(rendered)) except UDError as error: raise AssertionError( f"Malformed CoNLL-U in {config}/{split}, row {row['id']}: {error}" ) from error checked.add(digest) assert checked def test_verse_metre_conllu_forms_do_not_exceed_line_text() -> None: for suffix in ("1", "5", "10", "50"): for split in ("train", "validation", "test"): path = METRE_DATA_ROOT / f"verse_{suffix}" / f"{split}-00000-of-00001.parquet" for row in pq.read_table(path, columns=["id", "text", "conllu"]).to_pylist(): text_units = load_text_units(row["text"]) conllu_units = load_conllu_units(row["conllu"]) assert len(text_units) == len(conllu_units) for text, unit in zip(text_units, conllu_units): forms = "".join( token["form"] for sentence in unit for token in sentence ) assert syntax_text_normalize(forms) == syntax_text_normalize(text), row["id"]