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Fix enable_caching issues when handling PVC creation/deletion
Signed-off-by: Ricardo M. Oliveira <rmartine@redhat.com>
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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. | ||
"""Pipeline with no caching on volume creation, mount and deletion in v2 engine pipeline.""" | ||
from kfp import dsl | ||
from kfp import kubernetes | ||
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@dsl.component | ||
def producer() -> str: | ||
with open('/data/file.txt', 'w') as file: | ||
file.write('Hello world') | ||
with open('/data/file.txt', 'r') as file: | ||
content = file.read() | ||
print(content) | ||
return content | ||
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@dsl.component | ||
def consumer() -> str: | ||
with open('/data/file.txt', 'r') as file: | ||
content = file.read() | ||
print(content) | ||
return content | ||
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@dsl.pipeline | ||
def pipeline_with_volume_no_cache(): | ||
pvc1 = kubernetes.CreatePVC( | ||
pvc_name_suffix='-my-pvc', | ||
access_modes=['ReadWriteOnce'], | ||
size='5Mi', | ||
storage_class_name='standard', | ||
).set_caching_options(False) | ||
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task1 = producer() | ||
task2 = consumer().after(task1) | ||
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kubernetes.mount_pvc( | ||
task1, | ||
pvc_name=pvc1.outputs['name'], | ||
mount_path='/data', | ||
) | ||
kubernetes.mount_pvc( | ||
task2, | ||
pvc_name=pvc1.outputs['name'], | ||
mount_path='/data', | ||
) | ||
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delete_pvc1 = kubernetes.DeletePVC( | ||
pvc_name=pvc1.outputs['name']).after(task2).set_caching_options(False) | ||
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if __name__ == '__main__': | ||
# execute only if run as a script | ||
from kfp import compiler | ||
compiler.Compiler().compile( | ||
pipeline_func=pipeline_with_volume, | ||
package_path='pipeline_with_volume.json') |
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# Copyright 2021 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. | ||
from __future__ import annotations | ||
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import unittest | ||
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from kfp.samples.test.utils import KfpTask | ||
from kfp.samples.test.utils import run_pipeline_func | ||
from kfp.samples.test.utils import TestCase | ||
import kfp_server_api | ||
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from .pipeline_with_volume import pipeline_with_volume_no_cache | ||
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def verify(t: unittest.TestCase, run: kfp_server_api.ApiRun, | ||
tasks: dict[str, KfpTask], **kwargs): | ||
t.assertEqual(run.status, 'Succeeded') | ||
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if __name__ == '__main__': | ||
run_pipeline_func([ | ||
TestCase( | ||
pipeline_func=pipeline_with_volume_no_cache, | ||
verify_func=verify, | ||
), | ||
]) |