def test_experiment_client_list_runs(mocker):
mocker.patch.object(ExperimentClient, "query_runs")
client = ExperimentClient(mocker.Mock(), mocker.Mock())
response = client.list_runs(
PROJECT_ID,
experiment_ids=[123, 456],
lifecycle_stage=LifecycleStage.DELETED,
start=20,
limit=10,
)
assert response == ExperimentClient.query_runs.return_value
expected_filter = CompoundFilter(
LogicalOperator.AND,
[
CompoundFilter(
LogicalOperator.OR,
[
ExperimentIdFilter(ComparisonOperator.EQUAL_TO, 123),
ExperimentIdFilter(ComparisonOperator.EQUAL_TO, 456),
],
),
DeletedAtFilter(ComparisonOperator.DEFINED, True),
],
)
ExperimentClient.query_runs.assert_called_once_with(
PROJECT_ID, expected_filter, None, 20, 10)
def test_experiment_client_list_runs_defaults(mocker):
mocker.patch.object(ExperimentClient, "query_runs")
client = ExperimentClient(mocker.Mock(), mocker.Mock())
response = client.list_runs(PROJECT_ID)
assert response == ExperimentClient.query_runs.return_value
ExperimentClient.query_runs.assert_called_once_with(
PROJECT_ID, None, None, None, None)