pipelines/sdk/python/kfp/local/config_test.py

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4.1 KiB
Python
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# Copyright 2023 The Kubeflow Authors
#
# 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.
"""Tests for config.py."""
import os
import unittest
from unittest import mock
from kfp import local
from kfp.local import config
class LocalRunnerConfigTest(unittest.TestCase):
def setUp(self):
config.LocalExecutionConfig.instance = None
def test_local_runner_config_init(self):
"""Test instance attributes with one constructor call."""
config.LocalExecutionConfig(
pipeline_root='my/local/root',
runner=local.SubprocessRunner(use_venv=True),
raise_on_error=True,
)
instance = config.LocalExecutionConfig.instance
self.assertEqual(instance.pipeline_root, 'my/local/root')
self.assertEqual(instance.runner, local.SubprocessRunner(use_venv=True))
self.assertIs(instance.raise_on_error, True)
def test_local_runner_config_is_singleton(self):
"""Test instance attributes with multiple constructor calls."""
config.LocalExecutionConfig(
pipeline_root='my/local/root',
runner=local.SubprocessRunner(),
raise_on_error=True,
)
config.LocalExecutionConfig(
pipeline_root='other/local/root',
runner=local.SubprocessRunner(use_venv=False),
raise_on_error=False,
)
instance = config.LocalExecutionConfig.instance
self.assertEqual(instance.pipeline_root, 'other/local/root')
self.assertEqual(instance.runner,
local.SubprocessRunner(use_venv=False))
self.assertFalse(instance.raise_on_error, False)
class TestInitCalls(unittest.TestCase):
def setUp(self):
config.LocalExecutionConfig.instance = None
def test_init_more_than_once(self):
"""Tests config instance attributes with one init() call."""
local.init(
pipeline_root='my/local/root',
runner=local.SubprocessRunner(use_venv=True),
)
instance = config.LocalExecutionConfig.instance
self.assertEqual(instance.pipeline_root, 'my/local/root')
self.assertEqual(instance.runner, local.SubprocessRunner(use_venv=True))
def test_init_more_than_once(self):
"""Test config instance attributes with multiple init() calls."""
local.init(
pipeline_root='my/local/root',
runner=local.SubprocessRunner(),
)
local.init(
pipeline_root='other/local/root',
runner=local.SubprocessRunner(use_venv=False),
raise_on_error=False,
)
instance = config.LocalExecutionConfig.instance
self.assertEqual(instance.pipeline_root,
os.path.abspath('other/local/root'))
self.assertEqual(instance.runner,
local.SubprocessRunner(use_venv=False))
self.assertFalse(instance.raise_on_error, False)
def test_runner_validation(self):
"""Test config instance attributes with multiple init() calls."""
with self.assertRaisesRegex(
ValueError,
r'Got unknown runner foo of type str\. Runner should be one of the following types: SubprocessRunner\.'
):
local.init(runner='foo')
class TestDockerRunner(unittest.TestCase):
def test_import_error(self):
with mock.patch.dict('sys.modules', {'docker': None}):
with self.assertRaisesRegex(
ImportError,
r"Package 'docker' must be installed to use 'DockerRunner'\. Install it using 'pip install docker'\."
):
local.DockerRunner()
if __name__ == '__main__':
unittest.main()