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context.py
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context.py
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# Copyright 2021 Google LLC
#
# 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
#
# https://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.
"""Global context for knowledge bank operations."""
import threading
from typing import Text
from research.carls import dynamic_embedding_config_pb2 as de_config_pb2
# A map from variable name to DynamicEmbeddingConfig.
_knowledge_bank_collections = {}
_lock = threading.Lock()
def add_to_collection(name: Text, config: de_config_pb2.DynamicEmbeddingConfig):
"""Adds given (name, config) pair to global collectionss.
Args:
name: A string denoting the variable name.
config: An instance of DynamicEmbeddingConfig.
Raises:
TypeError: Invalid input.
ValueError: Name is empty, or a different config is added for an existing
variable.
"""
if not name:
raise ValueError("Empty name.")
if not isinstance(config, de_config_pb2.DynamicEmbeddingConfig):
raise TypeError("Config is not an instance of DynamicEmbeddingConfig.")
if name in _knowledge_bank_collections.keys():
existing_config = _knowledge_bank_collections[name]
if config.SerializeToString() != existing_config.SerializeToString():
raise ValueError(
"Adding a new config for the same var name is not allowed, existing:"
" %r, new: %r." % (existing_config, config))
with _lock:
_knowledge_bank_collections[name] = de_config_pb2.DynamicEmbeddingConfig()
_knowledge_bank_collections[name].CopyFrom(config)
def get_all_collection():
"""Returns a list of all (name, config) pairs."""
with _lock:
return [(key, value) for key, value in _knowledge_bank_collections.items()]
def clear_all_collection():
"""Clears existing all (name, config) pairs."""
with _lock:
_knowledge_bank_collections.clear()