File size: 2,882 Bytes
2b06d1d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 | import os
from collections import namedtuple
import pytest
from datasets import ClassLabel, Features, Sequence, Value
from datasets.commands.test import TestCommand
from datasets.info import DatasetInfo, DatasetInfosDict
_TestCommandArgs = namedtuple(
"_TestCommandArgs",
[
"dataset",
"name",
"cache_dir",
"data_dir",
"all_configs",
"save_infos",
"ignore_verifications",
"force_redownload",
"clear_cache",
],
defaults=[None, None, None, False, False, False, False, False],
)
def is_1percent_close(source, target):
return (abs(source - target) / target) < 0.01
@pytest.mark.integration
def test_test_command(dataset_loading_script_dir):
args = _TestCommandArgs(dataset=dataset_loading_script_dir, all_configs=True, save_infos=True)
test_command = TestCommand(*args)
test_command.run()
dataset_readme_path = os.path.join(dataset_loading_script_dir, "README.md")
assert os.path.exists(dataset_readme_path)
dataset_infos = DatasetInfosDict.from_directory(dataset_loading_script_dir)
expected_dataset_infos = DatasetInfosDict(
{
"default": DatasetInfo(
features=Features(
{
"tokens": Sequence(Value("string")),
"ner_tags": Sequence(
ClassLabel(names=["O", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"])
),
"langs": Sequence(Value("string")),
"spans": Sequence(Value("string")),
}
),
splits=[
{
"name": "train",
"num_bytes": 2351563,
"num_examples": 10000,
},
{
"name": "validation",
"num_bytes": 238418,
"num_examples": 1000,
},
],
download_size=3940680,
dataset_size=2589981,
)
}
)
assert dataset_infos.keys() == expected_dataset_infos.keys()
for key in DatasetInfo._INCLUDED_INFO_IN_YAML:
result, expected = getattr(dataset_infos["default"], key), getattr(expected_dataset_infos["default"], key)
if key == "num_bytes":
assert is_1percent_close(result, expected)
elif key == "splits":
assert list(result) == list(expected)
for split in result:
assert result[split].name == expected[split].name
assert result[split].num_examples == expected[split].num_examples
assert is_1percent_close(result[split].num_bytes, expected[split].num_bytes)
else:
result == expected
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