# 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="VolumeOp Sequential", description="The third example of the design doc." ) def volumeop_sequential(): vop = dsl.VolumeOp( name="mypvc", resource_name="newpvc", 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 /data/file1"], pvolumes={"/data": vop.volume} ) step2 = dsl.ContainerOp( name="step2", image="library/bash:4.4.23", command=["sh", "-c"], arguments=["cp /data/file1 /data/file2"], pvolumes={"/data": step1.pvolume} ) step3 = dsl.ContainerOp( name="step3", image="library/bash:4.4.23", command=["cat", "/mnt/file1", "/mnt/file2"], pvolumes={"/mnt": step2.pvolume} ) if __name__ == "__main__": import kfp.compiler as compiler compiler.Compiler().compile(volumeop_sequential, __file__ + ".tar.gz")