shunk031 commited on
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ce1ee69
1 Parent(s): 26499b9

add tests for JGLUE.py

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  1. tests/JGLUE_test.py +50 -0
  2. tests/__init__.py +0 -0
tests/JGLUE_test.py ADDED
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+ import datasets as ds
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+ import pytest
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+
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+
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+ @pytest.fixture
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+ def dataset_path() -> str:
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+ return "JGLUE.py"
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+
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+
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+ @pytest.mark.parametrize(
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+ argnames="dataset_name, expected_num_train, expected_num_valid,",
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+ argvalues=(
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+ ("JSTS", 12451, 1457),
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+ ("JNLI", 20073, 2434),
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+ ("JCommonsenseQA", 8939, 1119),
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+ ),
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+ )
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+ def test_load_dataset(
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+ dataset_path: str,
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+ dataset_name: str,
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+ expected_num_train: int,
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+ expected_num_valid: int,
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+ ):
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+ dataset = ds.load_dataset(path=dataset_path, name=dataset_name)
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+
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+ assert dataset["train"].num_rows == expected_num_train
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+ assert dataset["validation"].num_rows == expected_num_valid
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+
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+
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+ def test_load_jsquad(
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+ dataset_path: str,
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+ dataset_name: str = "JSQuAD",
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+ expected_num_train: int = 62859,
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+ expected_num_valid: int = 4442,
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+ ):
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+ dataset = ds.load_dataset(path=dataset_path, name=dataset_name)
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+
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+ def count_num_data(split: str) -> int:
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+ data = dataset[split]["data"]
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+ assert len(data) == 1
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+ data = data[0]
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+
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+ num_data = 0
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+ for paragraphs in data["paragraphs"]:
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+ for qas in paragraphs["qas"]:
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+ num_data += len(qas["answers"])
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+ return num_data
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+
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+ assert count_num_data("train") == expected_num_train
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+ assert count_num_data("validation") == expected_num_valid
tests/__init__.py ADDED
File without changes