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Upload timeout set-up of component.
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# Copyright 2023 kbthu. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import kfp
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from kfp import dsl
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from kfp.components import func_to_container_op
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def training(t: int):
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cop = dsl.ContainerOp(
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name='inference',
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image='bash:5.1',
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command=['sh', '-c'],
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arguments=['sleep %s;' % (t)]
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)
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cop.container.set_image_pull_policy('IfNotPresent')
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return cop
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@dsl.pipeline(
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name='Kubeflow test timeout',
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description='Demonstrate the setting of timeout for pipeline'
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)
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def test_timeout(a: int = 5):
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op1 = training(a).set_timeout(20)
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dsl.get_pipeline_conf().set_timeout(30)
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if __name__ == '__main__':
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import kfp.compiler as compiler
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compiler.Compiler().compile(test_timeout, 'testTimeout.yaml')
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