#!/usr/bin/env python3 # Copyright 2010-2025 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 # # 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. # A fork of net/proto2/contrib/pyutil/normalize.py. A lot of the code can be # deleted because we do not support proto2 (no groups, no extension). Further, # the code has been changed to not clear: # * optional scalar fields at their default value. # * durations # * messages in a oneof """Utility functions for normalizing proto3 message objects in Python.""" from google.protobuf import duration_pb2 from google.protobuf import descriptor from google.protobuf import message def math_opt_normalize_proto(protobuf_message: message.Message) -> None: """Clears all non-duration submessages that are not in one_ofs. A message is considered `empty` if: * every non-optional scalar fields has its default value, * every optional scalar field is unset, * every repeated/map fields is empty * every oneof is unset, * every duration field is unset * all other message fields (singular, not oneof, not duration) are `empty`. This function clears all `empty` fields from `message`. This is useful for testing. Args: protobuf_message: The Message object to clear. """ for field, value in protobuf_message.ListFields(): if field.type != field.TYPE_MESSAGE: continue if field.label == field.LABEL_REPEATED: # Now the repeated case, recursively normalize each member. Note that # there is no field presence for repeated fields, so we don't need to call # ClearField(). # # Maps need to be handled specially. if ( field.message_type.has_options and field.message_type.GetOptions().map_entry ): if ( field.message_type.fields_by_number[2].type == descriptor.FieldDescriptor.TYPE_MESSAGE ): for item in value.values(): math_opt_normalize_proto(item) # The remaining case is a regular repeated field (a list). else: for item in value: math_opt_normalize_proto(item) continue # Last case, the non-repeated sub-message math_opt_normalize_proto(value) # If field value is empty, not a Duration, and not in a oneof, clear it. if ( not value.ListFields() and field.message_type != duration_pb2.Duration.DESCRIPTOR and field.containing_oneof is None ): protobuf_message.ClearField(field.name)