# Copyright 2020 kubeflow.org # # 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 kfp import dsl, components GCS_DOWNLOAD_STR = """ name: gcs-download description: download file from GCS inputs: - {name: url, type: String} outputs: - {name: data, type: String} implementation: container: image: google/cloud-sdk:279.0.0 command: - sh - -c - gsutil cat $0 | tee $1 - {inputValue: url} - {outputPath: data} """ gcs_download_op = components.load_component_from_text(GCS_DOWNLOAD_STR) ECHO_STR = """ name: echo description: print out message inputs: - {name: text, type: String} implementation: container: image: library/bash:4.4.23 command: - sh - -c - echo "$0" - {inputValue: text} """ echo_op = components.load_component_from_text(ECHO_STR) @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: str = 'gs://ml-pipeline-playground/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.outputs['data']) if __name__ == '__main__': from kfp_tekton.compiler import TektonCompiler TektonCompiler().compile(download_and_print, __file__.replace('.py', '.yaml'))