44 lines
1.5 KiB
Python
Executable File
44 lines
1.5 KiB
Python
Executable File
#!/usr/bin/env python3
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# Copyright 2018 Google LLC
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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.dsl as dsl
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@dsl.pipeline(
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name='Immediate Value',
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description='A pipeline with parameter values hard coded'
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)
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def immediate_value_pipeline():
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# "url" is a pipeline parameter with value being hard coded.
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# It is useful in case for some component you want to hard code a parameter instead
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# of exposing it as a pipeline parameter.
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url=dsl.PipelineParam(name='url', value='gs://ml-pipeline-playground/shakespeare1.txt')
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op1 = dsl.ContainerOp(
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name='download',
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image='google/cloud-sdk:216.0.0',
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command=['sh', '-c'],
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arguments=['gsutil cat %s | tee /tmp/results.txt' % url],
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file_outputs={'downloaded': '/tmp/results.txt'})
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op2 = dsl.ContainerOp(
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name='echo',
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image='library/bash:4.4.23',
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command=['sh', '-c'],
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arguments=['echo %s' % op1.output])
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if __name__ == '__main__':
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import kfp.compiler as compiler
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compiler.Compiler().compile(immediate_value_pipeline, __file__ + '.zip')
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