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+ # Copyright 2025 The Orbax 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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+
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+ """The data processor module for tensroflow-based pre/post-processors."""
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+
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+ from collections .abc import Callable , Mapping , Sequence
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+ import functools
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+ from typing import Any , Tuple
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+
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+ import jax
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+ from orbax .export import typing
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+ import tensorflow as tf
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+
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+
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+ PyTree = typing .PyTree
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