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Python

# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# 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.
def build(cfg, registry, key='name'):
"""Build a module from config dict.
Args:
cfg (dict): Config dict. It should at least contain the key.
registry (XXX): The registry to search the type from.
key (str): the key.
Returns:
obj: The constructed object.
"""
assert isinstance(cfg, dict) and key in cfg
cfg_copy = cfg.copy()
obj_type = cfg_copy.pop(key)
obj_cls = registry.get(obj_type)
if obj_cls is None:
raise KeyError('{} is not in the {} registry'.format(
obj_type, registry.name))
return obj_cls(**cfg_copy)