src/tests/test_load.py

from pathlib import Path

from datasets import load_dataset

from tests.readme_parsing import read_frontmatter_and_body


def test_dataset_loads(repo_path: Path):
    """Ensures that the dataset can load as intended"""
    name = str(repo_path.resolve())
    ds = load_dataset(name, split="train", streaming=True)
    sample = next(iter(ds))
    assert isinstance(sample, dict)


def test_all_datasets_in_yaml(repo_path: Path):
    frontmatter, _ = read_frontmatter_and_body(repo_path / "README.md")

    ds_names = {
        cfg["config_name"]
        for cfg in frontmatter["configs"]
        if cfg["config_name"] != "default"
    }

    data_folder = repo_path / "data"
    datasets = data_folder.glob("*")

    for dataset in datasets:
        assert dataset.name in ds_names