# Copyright 2024 The etils Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Tree utils.""" from etils.etree import backend from etils.etree import tree_utils from etils.etree.typing import Tree # Expose 4 variants of the API depending on which backend is used. jax = tree_utils.TreeAPI(backend.Jax()) # jax.tree_utils optree = tree_utils.TreeAPI(backend.Optree()) tree = tree_utils.TreeAPI(backend.DmTree()) # tree (DeepMind) nest = tree_utils.TreeAPI(backend.Nest()) # tf.nest py = tree_utils.TreeAPI(backend.Python()) # Pure Python API map = py.map # pylint: disable=redefined-builtin parallel_map = py.parallel_map unzip = py.unzip stack = py.stack spec_like = py.spec_like