def test__sample_children(self):
"""Test sample children"""
# Setup
sampler = Mock(spec=Sampler)
sampler.metadata.get_children.return_value = [
'child A', 'child B', 'child C'
]
# Run
sampled = {'test': pd.DataFrame({'field': [11, 22, 33]})}
Sampler._sample_children(sampler, 'test', sampled)
# Asserts
sampler.metadata.get_children.assert_called_once_with('test')
expected_calls = [
[
'child A', 'test',
pd.Series([11], index=['field'], name=0), sampled
],
[
'child A', 'test',
pd.Series([22], index=['field'], name=1), sampled
],
[
'child A', 'test',
pd.Series([33], index=['field'], name=2), sampled
],
[
'child B', 'test',
pd.Series([11], index=['field'], name=0), sampled
],
[
'child B', 'test',
pd.Series([22], index=['field'], name=1), sampled
],
[
'child B', 'test',
pd.Series([33], index=['field'], name=2), sampled
],
[
'child C', 'test',
pd.Series([11], index=['field'], name=0), sampled
],
[
'child C', 'test',
pd.Series([22], index=['field'], name=1), sampled
],
[
'child C', 'test',
pd.Series([33], index=['field'], name=2), sampled
],
]
actual_calls = sampler._sample_table.call_args_list
for result_call, expected_call in zip(actual_calls, expected_calls):
assert result_call[0][0] == expected_call[0]
assert result_call[0][1] == expected_call[1]
assert result_call[0][3] == expected_call[3]
pd.testing.assert_series_equal(result_call[0][2], expected_call[2])
def test__sample_children(self):
"""Sample children"""
# Setup
dn_mock = Mock()
dn_mock.get_children.return_value = ['aaa', 'bbb', 'ccc']
sample_mock = Mock()
# Run
sampler_mock = Mock()
sampler_mock.dn = dn_mock
sampler_mock._sample = sample_mock
table_name = 'DEMO'
sampled = {'DEMO': pd.DataFrame({'foo': [0, 1]})}
Sampler._sample_children(sampler_mock, table_name, sampled)
# Asserts
exp_sampled = {'DEMO': pd.DataFrame({'foo': [0, 1]})}
exp_sample_arguments = [
('aaa', 'DEMO', pd.Series({'foo': 0}, name=0), exp_sampled),
('aaa', 'DEMO', pd.Series({'foo': 1}, name=1), exp_sampled),
('bbb', 'DEMO', pd.Series({'foo': 0}, name=0), exp_sampled),
('bbb', 'DEMO', pd.Series({'foo': 1}, name=1), exp_sampled),
('ccc', 'DEMO', pd.Series({'foo': 0}, name=0), exp_sampled),
('ccc', 'DEMO', pd.Series({'foo': 1}, name=1), exp_sampled)
]
dn_mock.get_children.assert_called_once_with('DEMO')
assert sample_mock.call_count == 6
for called, expected in zip(sample_mock.call_args_list,
exp_sample_arguments):
assert called[0][0] == expected[0]
assert called[0][1] == expected[1]
pd.testing.assert_series_equal(called[0][2], expected[2])
pd.testing.assert_frame_equal(called[0][3]['DEMO'],
expected[3]['DEMO'])