def testDo(self, mock_runner):
executor = ai_platform_trainer_executor.Executor()
executor.Do(self._inputs, self._outputs, self._exec_properties)
mock_runner.start_aip_training.assert_called_with(
self._inputs, self._outputs, self._exec_properties,
self._executor_class_path, {
'project': self._project_id,
'jobDir': self._job_dir,
}, None)
def testDo(self):
executor = ai_platform_trainer_executor.Executor()
executor.Do(self._inputs, self._outputs,
self._serialize_custom_config_under_test())
self.mock_runner.start_cloud_training.assert_called_with(
self._inputs, self._outputs,
self._serialize_custom_config_under_test(),
self._executor_class_path, {
'project': self._project_id,
'jobDir': self._job_dir,
}, None, False, None)
def testDoWithJobIdOverride(self, mock_runner):
executor = ai_platform_trainer_executor.Executor()
job_id = 'overridden_job_id'
self._exec_properties['custom_config'][
ai_platform_trainer_executor.JOB_ID_KEY] = job_id
executor.Do(self._inputs, self._outputs, self._exec_properties)
mock_runner.start_aip_training.assert_called_with(
self._inputs, self._outputs, self._exec_properties,
self._executor_class_path, {
'project': self._project_id,
'jobDir': self._job_dir,
}, job_id)
def testDoWithJobIdOverride(self):
executor = ai_platform_trainer_executor.Executor()
job_id = 'overridden_job_id'
self._exec_properties[standard_component_specs.CUSTOM_CONFIG_KEY][
ai_platform_trainer_executor.JOB_ID_KEY] = job_id
executor.Do(self._inputs, self._outputs,
self._serialize_custom_config_under_test())
self.mock_runner.start_cloud_training.assert_called_with(
self._inputs, self._outputs,
self._serialize_custom_config_under_test(),
self._executor_class_path, {
'project': self._project_id,
'jobDir': self._job_dir,
}, job_id, False, None)
def testDoWithEnableVertexOverride(self):
executor = ai_platform_trainer_executor.Executor()
enable_vertex = True
vertex_region = 'us-central2'
self._exec_properties[standard_component_specs.CUSTOM_CONFIG_KEY][
ai_platform_trainer_executor.ENABLE_VERTEX_KEY] = enable_vertex
self._exec_properties[standard_component_specs.CUSTOM_CONFIG_KEY][
ai_platform_trainer_executor.VERTEX_REGION_KEY] = vertex_region
executor.Do(self._inputs, self._outputs,
self._serialize_custom_config_under_test())
self.mock_runner.start_cloud_training.assert_called_with(
self._inputs, self._outputs,
self._serialize_custom_config_under_test(),
self._executor_class_path, {
'project': self._project_id,
'jobDir': self._job_dir,
}, None, enable_vertex, vertex_region)