57 lines
2.3 KiB
Python
57 lines
2.3 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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from kfp import dsl
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from kubernetes.client.models import V1SecretKeySelector
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@dsl.pipeline(name='artifact-location-pipeine', description='hello world')
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def foo_pipeline(tag: str, namespace: str = "kubeflow", bucket: str = "foobar"):
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# configures artifact location
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pipeline_artifact_location = dsl.ArtifactLocation.s3(
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bucket=bucket,
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endpoint="minio-service.%s:9000" % namespace,
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insecure=True,
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access_key_secret={"name": "minio", "key": "accesskey"},
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secret_key_secret=V1SecretKeySelector(name="minio", key="secretkey"))
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# configures artifact location using AWS IAM role (no access key provided)
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artifact_location = dsl.ArtifactLocation.s3(
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bucket=bucket,
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endpoint="s3.amazonaws.com",
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region="ap-southeast-1",
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insecure=False)
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# set pipeline level artifact location
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dsl.get_pipeline_conf().set_artifact_location(pipeline_artifact_location)
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# pipeline level artifact location (to minio)
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op1 = dsl.ContainerOp(
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name='foo',
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image='busybox:%s' % tag,
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output_artifact_paths={
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'out_art': '/tmp/out_art.txt',
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},
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)
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# op level artifact location (to s3 bucket)
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op2 = dsl.ContainerOp(name='foo',
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image='busybox:%s' % tag,
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output_artifact_paths={
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'out_art': '/tmp/out_art.txt',
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},
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# configures artifact location
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artifact_location=artifact_location)
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