54 lines
1.3 KiB
Python
54 lines
1.3 KiB
Python
#!/usr/bin/env python3
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# Copyright 2019 The Kubeflow Authors
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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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import kfp
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from kfp import dsl
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from kfp.dsl import _for_loop
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produce_op = kfp.components.load_component_from_text('''\
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name: Produce list
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outputs:
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- name: data_list
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implementation:
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container:
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image: busybox
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command:
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- sh
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- -c
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- echo "[1, 2, 3]" > "$0"
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- outputPath: data_list
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''')
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consume_op = kfp.components.load_component_from_text('''\
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name: Consume data
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inputs:
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- name: data
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implementation:
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container:
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image: busybox
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command:
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- echo
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- inputValue: data
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''')
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@dsl.pipeline(
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name='Loop over lightweight output',
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description='Test pipeline to verify functions of par loop.')
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def pipeline():
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source_task = produce_op()
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with dsl.ParallelFor(source_task.output) as item:
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consume_op(item)
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