61 lines
1.8 KiB
Python
61 lines
1.8 KiB
Python
# Copyright 2019 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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"""Note that this sample is just to show the ResourceOp's usage.
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It is not a good practice to put password as a pipeline argument, since it will
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be visible on KFP UI.
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"""
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from kubernetes import client as k8s_client
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import kfp.dsl as dsl
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@dsl.pipeline(
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name="ResourceOp Basic",
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description="A Basic Example on ResourceOp Usage."
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)
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def resourceop_basic(username, password):
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secret_resource = k8s_client.V1Secret(
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api_version="v1",
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kind="Secret",
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metadata=k8s_client.V1ObjectMeta(generate_name="my-secret-"),
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type="Opaque",
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data={"username": username, "password": password}
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)
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rop = dsl.ResourceOp(
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name="create-my-secret",
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k8s_resource=secret_resource,
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attribute_outputs={"name": "{.metadata.name}"}
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)
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secret = k8s_client.V1Volume(
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name="my-secret",
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secret=k8s_client.V1SecretVolumeSource(secret_name=rop.output)
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)
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cop = dsl.ContainerOp(
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name="cop",
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image="library/bash:4.4.23",
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command=["sh", "-c"],
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arguments=["ls /etc/secret-volume"],
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pvolumes={"/etc/secret-volume": secret}
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)
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if __name__ == "__main__":
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import kfp.compiler as compiler
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compiler.Compiler().compile(resourceop_basic, __file__ + ".tar.gz")
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