#!/usr/bin/env python3 # Copyright 2019 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. import kfp.deprecated as kfp from kfp.deprecated import dsl, compiler def gcs_download_op(url): return dsl.ContainerOp( name='GCS - Download', image='google/cloud-sdk:279.0.0', command=['sh', '-ce'], arguments=['gsutil cp $0 $1 && cat $1', url, '/tmp/results.txt'], file_outputs={ 'data': '/tmp/results.txt', } ) def echo_op(text): return dsl.ContainerOp( name='echo', image='library/bash:4.4.23', command=['sh', '-cex'], arguments=['echo "$0"', text], ) @dsl.pipeline( name='Exit Handler', description= 'Downloads a message and prints it. The exit handler will run after the pipeline finishes (successfully or not).' ) def download_and_print(url='gs://ml-pipeline/shakespeare1.txt'): """A sample pipeline showing exit handler.""" exit_task = echo_op('exit!') with dsl.ExitHandler(exit_task): download_task = gcs_download_op(url) echo_task = echo_op(download_task.output) if __name__ == '__main__': compiler.Compiler().compile(download_and_print, __file__ + '.yaml')