144 lines
4.7 KiB
Python
144 lines
4.7 KiB
Python
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import mock
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import unittest
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from kfp_component.google.dataproc import create_cluster
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MODULE = 'kfp_component.google.dataproc._create_cluster'
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@mock.patch(MODULE + '.display.display')
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@mock.patch(MODULE + '.gcp_common.dump_file')
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@mock.patch(MODULE + '.KfpExecutionContext')
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@mock.patch(MODULE + '.DataprocClient')
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class TestCreateCluster(unittest.TestCase):
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def test_create_cluster_succeed(self, mock_dataproc_client,
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mock_kfp_context, mock_dump_json, mock_display):
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mock_kfp_context().__enter__().context_id.return_value = 'ctx1'
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cluster = {
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'projectId': 'mock_project',
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'config': {},
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'clusterName': 'cluster-ctx1'
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}
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mock_dataproc_client().wait_for_operation_done.return_value = (
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{
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'response': cluster
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})
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result = create_cluster('mock_project', 'mock-region')
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self.assertEqual(cluster, result)
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mock_dataproc_client().create_cluster.assert_called_with(
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'mock_project',
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'mock-region',
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cluster,
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request_id = 'ctx1')
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def test_create_cluster_with_specs_succeed(self, mock_dataproc_client,
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mock_kfp_context, mock_dump_json, mock_display):
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mock_kfp_context().__enter__().context_id.return_value = 'ctx1'
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cluster = {
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'projectId': 'mock_project',
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'config': {
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'initializationActions': [
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{
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'executableFile': 'gs://action/1'
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},
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{
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'executableFile': 'gs://action/2'
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}
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],
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'configBucket': 'gs://config/bucket'
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},
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'softwareConfig': {
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'imageVersion': '1.10'
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},
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'labels': {
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'label-1': 'value-1'
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},
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'clusterName': 'test-cluster'
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}
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mock_dataproc_client().wait_for_operation_done.return_value = (
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{
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'response': cluster
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})
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result = create_cluster('mock_project', 'mock-region',
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name='test-cluster',
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initialization_actions=['gs://action/1', 'gs://action/2'],
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config_bucket='gs://config/bucket',
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image_version='1.10',
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cluster={
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'labels':{
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'label-1': 'value-1'
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}
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})
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self.assertEqual(cluster, result)
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mock_dataproc_client().create_cluster.assert_called_with(
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'mock_project',
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'mock-region',
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cluster,
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request_id = 'ctx1')
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def test_create_cluster_name_prefix_succeed(self, mock_dataproc_client,
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mock_kfp_context, mock_dump_json, mock_display):
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mock_kfp_context().__enter__().context_id.return_value = 'ctx1'
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cluster = {
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'projectId': 'mock_project',
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'config': {},
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'clusterName': 'my-cluster-ctx1'
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}
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mock_dataproc_client().wait_for_operation_done.return_value = (
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{
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'response': cluster
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})
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result = create_cluster('mock_project', 'mock-region',
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name_prefix='my-cluster')
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self.assertEqual(cluster, result)
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mock_dataproc_client().create_cluster.assert_called_with(
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'mock_project',
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'mock-region',
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cluster,
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request_id = 'ctx1')
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def test_cancel_succeed(self, mock_dataproc_client,
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mock_kfp_context, mock_dump_json, mock_display):
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mock_kfp_context().__enter__().context_id.return_value = 'ctx1'
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operation = {
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'name': 'mock_operation'
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}
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mock_dataproc_client().create_cluster.return_value = (
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operation)
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cluster = {
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'projectId': 'mock_project',
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'config': {},
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'clusterName': 'my-cluster-ctx1'
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}
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mock_dataproc_client().wait_for_operation_done.return_value = (
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{
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'response': cluster
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})
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create_cluster('mock_project', 'mock-region')
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cancel_func = mock_kfp_context.call_args[1]['on_cancel']
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cancel_func()
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mock_dataproc_client().cancel_operation.assert_called_with(
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'mock_operation'
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)
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