Download OFF_DataQuality/tests/test_declarative_runner.py from offCanada/Final_Deliverables: direct link, hf CLI and curl.
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https://huggingface.co/datasets/offCanada/Final_Deliverables/resolve/main/OFF_DataQuality/tests/test_declarative_runner.py
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1.4 kB
| from pathlib import Path | |
| from data.load_dataset import create_and_load_dataset | |
| from declarative import check_runners | |
| from extractor.perl_logic_extractor import extract_rules | |
| from perl_checks.legacy_checks import LEGACY_RULES, get_perl_rule_snippets | |
| def _run_engine(engine: str, tmp_path: Path, monkeypatch) -> None: | |
| monkeypatch.setattr(check_runners.shutil, "which", lambda _: None) | |
| db_path = tmp_path / f"{engine}_checks.db" | |
| products = create_and_load_dataset(size=120, seed=17, db_path=db_path, source_jsonl=None) | |
| rules = extract_rules(get_perl_rule_snippets(LEGACY_RULES)) | |
| result = check_runners.run_declarative_checks( | |
| rules=rules, | |
| products=products, | |
| db_path=db_path, | |
| engine=engine, | |
| ) | |
| assert set(result["per_rule"].keys()) == {rule["rule_name"] for rule in rules} | |
| assert set(result["conversion_metadata"].keys()) == {rule["rule_name"] for rule in rules} | |
| first_rule = rules[0]["rule_name"] | |
| provider = result["conversion_metadata"][first_rule]["provider"] | |
| assert provider.endswith("_sql_fallback") | |
| def test_declarative_dbt_runner_smoke(tmp_path, monkeypatch) -> None: | |
| _run_engine("dbt", tmp_path=tmp_path, monkeypatch=monkeypatch) | |
| def test_declarative_soda_runner_smoke(tmp_path, monkeypatch) -> None: | |
| _run_engine("soda", tmp_path=tmp_path, monkeypatch=monkeypatch) | |