40 lines
1.3 KiB
Python
40 lines
1.3 KiB
Python
# Copyright 2021 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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from kfp import compiler, dsl
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@dsl.component
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def args_generator_op() -> str:
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return '[1.1, 1.2, 1.3]'
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# TODO(Bobgy): how can we make this component with type float?
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# got error: kfp.dsl.types.type_utils.InconsistentTypeException:
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# Incompatible argument passed to the input "s" of component "Print op": Argument
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# type "STRING" is incompatible with the input type "NUMBER_DOUBLE"
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@dsl.component
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def print_op(s: str):
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print(s)
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@dsl.pipeline(name='pipeline-with-loop-output-v2')
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def my_pipeline():
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args_generator = args_generator_op()
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with dsl.ParallelFor(args_generator.output) as item:
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print_op(s=item)
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if __name__ == '__main__':
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compiler.Compiler().compile(my_pipeline, __file__ + '.yaml')
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