79 lines
3.1 KiB
Python
79 lines
3.1 KiB
Python
# Copyright 2018 Google LLC
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
import mock
|
|
import unittest
|
|
import os
|
|
|
|
from kfp_component.google.dataflow import launch_python
|
|
|
|
MODULE = 'kfp_component.google.dataflow._launch_python'
|
|
|
|
@mock.patch(MODULE + '.storage')
|
|
@mock.patch('kfp_component.google.dataflow._common_ops.display')
|
|
@mock.patch(MODULE + '.stage_file')
|
|
@mock.patch(MODULE + '.KfpExecutionContext')
|
|
@mock.patch(MODULE + '.DataflowClient')
|
|
@mock.patch(MODULE + '.Process')
|
|
@mock.patch(MODULE + '.subprocess')
|
|
class LaunchPythonTest(unittest.TestCase):
|
|
|
|
def test_launch_python_succeed(self, mock_subprocess, mock_process,
|
|
mock_client, mock_context, mock_stage_file, mock_display, mock_storage):
|
|
mock_context().__enter__().context_id.return_value = 'ctx-1'
|
|
mock_storage.Client().bucket().blob().exists.return_value = False
|
|
mock_process().read_lines.return_value = [
|
|
b'https://console.cloud.google.com/dataflow/locations/us-central1/jobs/job-1?project=project-1'
|
|
]
|
|
expected_job = {
|
|
'id': 'job-1',
|
|
'currentState': 'JOB_STATE_DONE'
|
|
}
|
|
mock_client().get_job.return_value = expected_job
|
|
|
|
result = launch_python('/tmp/test.py', 'project-1', staging_dir='gs://staging/dir')
|
|
|
|
self.assertEqual(expected_job, result)
|
|
mock_storage.Client().bucket().blob().upload_from_string.assert_called_with(
|
|
'job-1,us-central1'
|
|
)
|
|
|
|
def test_launch_python_retry_succeed(self, mock_subprocess, mock_process,
|
|
mock_client, mock_context, mock_stage_file, mock_display, mock_storage):
|
|
mock_context().__enter__().context_id.return_value = 'ctx-1'
|
|
mock_storage.Client().bucket().blob().exists.return_value = True
|
|
mock_storage.Client().bucket().blob().download_as_string.return_value = b'job-1,us-central1'
|
|
expected_job = {
|
|
'id': 'job-1',
|
|
'currentState': 'JOB_STATE_DONE'
|
|
}
|
|
mock_client().get_job.return_value = expected_job
|
|
|
|
result = launch_python('/tmp/test.py', 'project-1', staging_dir='gs://staging/dir')
|
|
|
|
self.assertEqual(expected_job, result)
|
|
mock_process.assert_not_called()
|
|
|
|
def test_launch_python_no_job_created(self, mock_subprocess, mock_process,
|
|
mock_client, mock_context, mock_stage_file, mock_display, mock_storage):
|
|
mock_context().__enter__().context_id.return_value = 'ctx-1'
|
|
mock_process().read_lines.return_value = [
|
|
b'no job id',
|
|
b'no job id'
|
|
]
|
|
|
|
result = launch_python('/tmp/test.py', 'project-1')
|
|
|
|
self.assertEqual(None, result)
|
|
|