src/tests/test_dataset_schema.py

import pytest
from datasets import load_dataset

from dynaword.dataset_structure import SampleSchema
from dynaword.paths import repo_path

from .conftest import DATASET_NAMES


@pytest.mark.parametrize("dataset_name", DATASET_NAMES)
def test_sample_schema(dataset_name: str):
    """Ensure that the dataset samples follow the correct schema"""

    ds = load_dataset(
        str(repo_path.resolve()), dataset_name, split="train", streaming=True
    )
    sample = next(iter(ds))
    SampleSchema(**sample)


@pytest.mark.parametrize("dataset_name", DATASET_NAMES)
def test_dataset_folder_structure(dataset_name: str):
    """tests that the dataset folder structure is as follows.

    dataset_name
    |- dataset_name.md
    |- dataset_name.parquet

    If there is a python file, there should at least be one called `create.py`, but there can be additional.
    """
    path = repo_path / "data" / dataset_name

    assert (path / f"{path.name}.parquet").exists()
    assert (path / f"{path.name}.md").exists()

    if any(p.name.endswith(".py") for p in path.glob("*")):
        assert (path / "create.py").exists()