# 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.dsl as dsl @dsl.pipeline( name="Volume Op DAG", description="The second example of the design doc.") def volume_op_dag(): vop = dsl.VolumeOp( name="create_pvc", resource_name="my-pvc", size="10Gi", modes=dsl.VOLUME_MODE_RWM) step1 = dsl.ContainerOp( name="step1", image="library/bash:4.4.23", command=["sh", "-c"], arguments=["echo 1 | tee /mnt/file1"], pvolumes={"/mnt": vop.volume}) step2 = dsl.ContainerOp( name="step2", image="library/bash:4.4.23", command=["sh", "-c"], arguments=["echo 2 | tee /mnt2/file2"], pvolumes={"/mnt2": vop.volume}) step3 = dsl.ContainerOp( name="step3", image="library/bash:4.4.23", command=["sh", "-c"], arguments=["cat /mnt/file1 /mnt/file2"], pvolumes={"/mnt": vop.volume.after(step1, step2)}) if __name__ == "__main__": import kfp.compiler as compiler compiler.Compiler().compile(volume_op_dag, __file__ + ".tar.gz")