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24 changes: 20 additions & 4 deletions tests/unit/data/hf_datasets/test_helpsteer.py
Original file line number Diff line number Diff line change
Expand Up @@ -13,12 +13,24 @@
# limitations under the License.


import pytest

from nemo_rl.data.hf_datasets.helpsteer3 import (
HelpSteer3Dataset,
format_helpsteer3,
)


@pytest.fixture(scope="module")
def helpsteer3_dataset():
try:
dataset = HelpSteer3Dataset()
yield dataset
except Exception as e:
print(f"Error during loading HelpSteer3Dataset: {e}")
yield


def test_format_helpsteer3():
"""Test the format_helpsteer3 function with different preference values."""
# Test case 1: response1 is preferred (overall_preference < 0)
Expand Down Expand Up @@ -60,19 +72,23 @@ def test_format_helpsteer3():
assert result3["rejected_response"] == "It's sunny today."


def test_helpsteer3_dataset_initialization():
def test_helpsteer3_dataset_initialization(helpsteer3_dataset):
"""Test that HelpSteer3Dataset initializes correctly."""

dataset = HelpSteer3Dataset()
dataset = helpsteer3_dataset
if dataset is None:
pytest.skip("dataset download is flaky")

# Verify dataset initialization
assert dataset.task_spec.task_name == "HelpSteer3"


def test_helpsteer3_dataset_data_format():
def test_helpsteer3_dataset_data_format(helpsteer3_dataset):
"""Test that HelpSteer3Dataset correctly formats the data."""

dataset = HelpSteer3Dataset()
dataset = helpsteer3_dataset
if dataset is None:
pytest.skip("dataset download is flaky")

assert isinstance(dataset.formatted_ds, dict)
assert "train" in dataset.formatted_ds
Expand Down
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