68 lines
1.6 KiB
Python
68 lines
1.6 KiB
Python
# Copyright 2021 kubeflow.org
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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_tekton.compiler import TektonCompiler
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class Coder:
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def empty(self):
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return ""
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TektonCompiler._get_unique_id_code = Coder.empty
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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, type: 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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- |
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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, type: Integer}
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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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)
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def pipeline():
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source_task = produce_op()
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with dsl.ParallelFor(source_task.outputs['data_list']) as item:
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consume_op(item)
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if __name__ == '__main__':
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from kfp_tekton.compiler import TektonCompiler
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TektonCompiler().compile(pipeline, __file__.replace('.py', '.yaml'))
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