52 lines
1.7 KiB
Python
52 lines
1.7 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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"""Pipeline task class and operations."""
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from typing import Any, Mapping, Optional
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from kfp.dsl import _component_bridge
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from kfp.v2.components.experimental import component_spec as cspec
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# TODO(chensun): return PipelineTask object instead of ContainerOp object.
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def create_pipeline_task(
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component_spec: cspec.ComponentSpec,
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arguments: Mapping[str, Any],
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) -> "ContainerOp": # pytype: disable=name-error
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return _component_bridge._create_container_op_from_component_and_arguments(
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component_spec=component_spec.to_v1_component_spec(),
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arguments=arguments,
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)
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class PipelineTask:
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"""Represents a pipeline task -- an instantiated component.
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Replaces `ContainerOp`. Holds operations available on a task object, such as
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`.after()`, `.set_memory_limit()`, `enable_caching()`, etc.
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Attributes:
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task_spec:
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component_spec:
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executor_spec:
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"""
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def __init__(
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self,
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component_spec: cspec.ComponentSpec,
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arguments: Mapping[str, Any],
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):
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# TODO(chensun): move logic from _component_bridge over here.
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raise NotImplementedError
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