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Add backend and sdk support for pod spec timeout
Signed-off-by: Tommy Li <Tommy.chaoping.li@ibm.com>
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# Copyright 2024 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 google.protobuf import json_format | ||
from kfp.dsl import PipelineTask | ||
from kfp.kubernetes import common | ||
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def set_timeout( | ||
task: PipelineTask, | ||
seconds: int, | ||
) -> PipelineTask: | ||
"""Add timeout to the task Pod's `active_deadline_seconds | ||
<https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.26/#podspec-v1-core>`_. | ||
Timeout an integer greater than 0, corresponding to the podspec active_deadline_seconds <https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.26/#podspec-v1-core`_ field. | ||
Integer 0 means removing the timeout fields from previous functions. | ||
Args: | ||
task: Pipeline task. | ||
seconds: Value of the active_deadline_seconds. | ||
Returns: | ||
Task object with an updated active_deadline_seconds. | ||
""" | ||
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msg = common.get_existing_kubernetes_config_as_message(task) | ||
if seconds >= 0: | ||
msg.active_deadline_seconds = seconds | ||
else: | ||
raise ValueError( | ||
f'Argument for "seconds" must be an integer greater or equals to 0. Got invalid input: {seconds}. ' | ||
) | ||
task.platform_config['kubernetes'] = json_format.MessageToDict(msg) | ||
|
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return task |
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Original file line number | Diff line number | Diff line change |
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# Copyright 2024 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. | ||
|
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from kfp import dsl | ||
from kfp import kubernetes | ||
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@dsl.component | ||
def comp(): | ||
pass | ||
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@dsl.pipeline | ||
def my_pipeline(): | ||
task = comp() | ||
kubernetes.set_timeout(task, 20) | ||
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if __name__ == '__main__': | ||
from kfp import compiler | ||
compiler.Compiler().compile(my_pipeline, __file__.replace('.py', '.yaml')) |
56 changes: 56 additions & 0 deletions
56
kubernetes_platform/python/test/snapshot/data/timeout.yaml
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# PIPELINE DEFINITION | ||
# Name: my-pipeline | ||
components: | ||
comp-comp: | ||
executorLabel: exec-comp | ||
deploymentSpec: | ||
executors: | ||
exec-comp: | ||
container: | ||
args: | ||
- --executor_input | ||
- '{{$}}' | ||
- --function_to_execute | ||
- comp | ||
command: | ||
- sh | ||
- -c | ||
- "\nif ! [ -x \"$(command -v pip)\" ]; then\n python3 -m ensurepip ||\ | ||
\ python3 -m ensurepip --user || apt-get install python3-pip\nfi\n\nPIP_DISABLE_PIP_VERSION_CHECK=1\ | ||
\ python3 -m pip install --quiet --no-warn-script-location 'kfp==2.6.0'\ | ||
\ '--no-deps' 'typing-extensions>=3.7.4,<5; python_version<\"3.9\"' && \"\ | ||
$0\" \"$@\"\n" | ||
- sh | ||
- -ec | ||
- 'program_path=$(mktemp -d) | ||
printf "%s" "$0" > "$program_path/ephemeral_component.py" | ||
_KFP_RUNTIME=true python3 -m kfp.dsl.executor_main --component_module_path "$program_path/ephemeral_component.py" "$@" | ||
' | ||
- "\nimport kfp\nfrom kfp import dsl\nfrom kfp.dsl import *\nfrom typing import\ | ||
\ *\n\ndef comp():\n pass\n\n" | ||
image: python:3.7 | ||
pipelineInfo: | ||
name: my-pipeline | ||
root: | ||
dag: | ||
tasks: | ||
comp: | ||
cachingOptions: | ||
enableCache: true | ||
componentRef: | ||
name: comp-comp | ||
taskInfo: | ||
name: comp | ||
schemaVersion: 2.1.0 | ||
sdkVersion: kfp-2.6.0 | ||
--- | ||
platforms: | ||
kubernetes: | ||
deploymentSpec: | ||
executors: | ||
exec-comp: | ||
activeDeadlineSeconds: '20' |
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# Copyright 2024 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. | ||
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from google.protobuf import json_format | ||
from kfp import dsl | ||
from kfp import kubernetes | ||
import pytest | ||
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class TestTimeout: | ||
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def test_timeout(self): | ||
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@dsl.pipeline | ||
def my_pipeline(): | ||
task = comp() | ||
kubernetes.set_timeout( | ||
task, | ||
seconds=20 | ||
) | ||
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assert json_format.MessageToDict(my_pipeline.platform_spec) == { | ||
'platforms': { | ||
'kubernetes': { | ||
'deploymentSpec': { | ||
'executors': { | ||
'exec-comp': { | ||
'activeDeadlineSeconds': '20' | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} | ||
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def test_reset_timeout(self): | ||
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@dsl.pipeline | ||
def my_pipeline(): | ||
task = comp() | ||
kubernetes.set_timeout( | ||
task, | ||
seconds=20 | ||
) | ||
kubernetes.set_timeout( | ||
task, | ||
seconds=0 | ||
) | ||
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assert json_format.MessageToDict(my_pipeline.platform_spec) == { | ||
'platforms': { | ||
'kubernetes': { | ||
'deploymentSpec': { | ||
'executors': { | ||
'exec-comp': { | ||
} | ||
} | ||
} | ||
} | ||
} | ||
} | ||
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def test_bad_value_timeout(self): | ||
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with pytest.raises( | ||
ValueError, | ||
match=r'Argument for "seconds" must be an integer greater or equals to 0. Got invalid input: -20.', | ||
): | ||
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@dsl.pipeline | ||
def my_pipeline(): | ||
task = comp() | ||
kubernetes.set_timeout( | ||
task, | ||
seconds=-20 | ||
) | ||
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@dsl.component | ||
def comp(): | ||
pass |