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fix(backend): Fix enable_caching issues when handling PVC creation/deletion #11411
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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( | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Does this need to also have caching disabled for the There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Good catch, as the Driver changes apply to both functions. I'm adding it to the test. |
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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, | ||
), | ||
]) |
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Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
I think you'll need to update the
clean
Make target as well since it looks for all JSON files still.