feat: Allow protobuf 5.x

vertex-sdk-bot · copybara-github · commit ce9cd5def145 · 2024-08-02T17:46:30.000-07:00
PiperOrigin-RevId: 658957593
diff --git a/google/cloud/aiplatform/matching_engine/_protos/README b/google/cloud/aiplatform/matching_engine/_protos/README
@@ -4,7 +4,7 @@ Track bazel progress here: https://github.com/googleapis/python-aiplatform/issue
 1 . Ensure that your environment is using python 3.10 or older which is needed
 for step 2. Consider using Anaconda to create envs with older python version.
 
-2. Use pip install `grpcio-tools==1.48.2` because protobuf 3.x is still supported by this library.
+2. Use `pip install grpcio-tools==1.59.0` or newer to support protobuf 5.x
 
 3. Copy the file from
 `https://github.com/googleapis/googleapis/blob/master/google/rpc/status.proto`
@@ -22,7 +22,7 @@ from google.cloud.aiplatform.matching_engine._protos import match_service_pb2 as
 ```
 to
 ```
-google.cloud.aiplatform.matching_engine._protos import match_service_pb2
+from google.cloud.aiplatform.matching_engine._protos import match_service_pb2
 ```
 Also, run a find a replace to change
 `google_dot_cloud_dot_aiplatform_dot_matching__engine_dot___protos_dot_match__service__pb2`
diff --git a/google/cloud/aiplatform/matching_engine/_protos/match_service_pb2.py b/google/cloud/aiplatform/matching_engine/_protos/match_service_pb2.py
@@ -17,232 +17,62 @@
 # Generated by the protocol buffer compiler.  DO NOT EDIT!
 # source: google/cloud/aiplatform/matching_engine/_protos/match_service.proto
 """Generated protocol buffer code."""
+
+from google.protobuf.internal import builder as _builder
+from google.rpc import status_pb2 as google_dot_rpc_dot_status__pb2
 from google.protobuf import descriptor as _descriptor
 from google.protobuf import descriptor_pool as _descriptor_pool
-from google.protobuf import message as _message
-from google.protobuf import reflection as _reflection
 from google.protobuf import symbol_database as _symbol_database
 
+
 # @@protoc_insertion_point(imports)
 
 _sym_db = _symbol_database.Default()
 
 
-from google.rpc import status_pb2 as google_dot_rpc_dot_status__pb2
-
-
 DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(
     b'\nCgoogle/cloud/aiplatform/matching_engine/_protos/match_service.proto\x12$google.cloud.aiplatform.container.v1\x1a\x17google/rpc/status.proto"7\n\x0fSparseEmbedding\x12\x11\n\tfloat_val\x18\x01 \x03(\x02\x12\x11\n\tdimension\x18\x02 \x03(\x03"\xff\x04\n\x0cMatchRequest\x12\x19\n\x11\x64\x65ployed_index_id\x18\x01 \x01(\t\x12\x11\n\tfloat_val\x18\x02 \x03(\x02\x12O\n\x10sparse_embedding\x18\x0c \x01(\x0b\x32\x35.google.cloud.aiplatform.container.v1.SparseEmbedding\x12\x45\n\x03rrf\x18\r \x01(\x0b\x32\x36.google.cloud.aiplatform.container.v1.MatchRequest.RRFH\x00\x12\x15\n\rnum_neighbors\x18\x03 \x01(\x05\x12\x42\n\trestricts\x18\x04 \x03(\x0b\x32/.google.cloud.aiplatform.container.v1.Namespace\x12Q\n\x11numeric_restricts\x18\x0b \x03(\x0b\x32\x36.google.cloud.aiplatform.container.v1.NumericNamespace\x12,\n$per_crowding_attribute_num_neighbors\x18\x05 \x01(\x05\x12\x1c\n\x14\x61pprox_num_neighbors\x18\x06 \x01(\x05\x12-\n%leaf_nodes_to_search_percent_override\x18\x07 \x01(\x05\x12.\n&fraction_leaf_nodes_to_search_override\x18\t \x01(\x01\x12\x19\n\x11\x65mbedding_enabled\x18\x08 \x01(\x08\x12\x14\n\x0c\x65mbedding_id\x18\n \x01(\t\x1a\x14\n\x03RRF\x12\r\n\x05\x61lpha\x18\x01 \x01(\x02\x42\t\n\x07ranking"\xae\x02\n\tEmbedding\x12\n\n\x02id\x18\x01 \x01(\t\x12\x11\n\tfloat_val\x18\x02 \x03(\x02\x12O\n\x10sparse_embedding\x18\x06 \x01(\x0b\x32\x35.google.cloud.aiplatform.container.v1.SparseEmbedding\x12\x42\n\trestricts\x18\x03 \x03(\x0b\x32/.google.cloud.aiplatform.container.v1.Namespace\x12Q\n\x11numeric_restricts\x18\x05 \x03(\x0b\x32\x36.google.cloud.aiplatform.container.v1.NumericNamespace\x12\x1a\n\x12\x63rowding_attribute\x18\x04 \x01(\x03"\x83\x02\n\rMatchResponse\x12N\n\x08neighbor\x18\x01 \x03(\x0b\x32<.google.cloud.aiplatform.container.v1.MatchResponse.Neighbor\x12\x43\n\nembeddings\x18\x02 \x03(\x0b\x32/.google.cloud.aiplatform.container.v1.Embedding\x1a]\n\x08Neighbor\x12\n\n\x02id\x18\x01 \x01(\t\x12\x10\n\x08\x64istance\x18\x02 \x01(\x01\x12\x17\n\x0fsparse_distance\x18\x04 \x01(\x01\x12\x1a\n\x12\x63rowding_attribute\x18\x03 \x01(\x03"B\n\x19\x42\x61tchGetEmbeddingsRequest\x12\x19\n\x11\x64\x65ployed_index_id\x18\x01 \x01(\t\x12\n\n\x02id\x18\x02 \x03(\t"a\n\x1a\x42\x61tchGetEmbeddingsResponse\x12\x43\n\nembeddings\x18\x01 \x03(\x0b\x32/.google.cloud.aiplatform.container.v1.Embedding"\x95\x02\n\x11\x42\x61tchMatchRequest\x12\x63\n\x08requests\x18\x01 \x03(\x0b\x32Q.google.cloud.aiplatform.container.v1.BatchMatchRequest.BatchMatchRequestPerIndex\x1a\x9a\x01\n\x19\x42\x61tchMatchRequestPerIndex\x12\x19\n\x11\x64\x65ployed_index_id\x18\x01 \x01(\t\x12\x44\n\x08requests\x18\x02 \x03(\x0b\x32\x32.google.cloud.aiplatform.container.v1.MatchRequest\x12\x1c\n\x14low_level_batch_size\x18\x03 \x01(\x05"\xa2\x02\n\x12\x42\x61tchMatchResponse\x12\x66\n\tresponses\x18\x01 \x03(\x0b\x32S.google.cloud.aiplatform.container.v1.BatchMatchResponse.BatchMatchResponsePerIndex\x1a\xa3\x01\n\x1a\x42\x61tchMatchResponsePerIndex\x12\x19\n\x11\x64\x65ployed_index_id\x18\x01 \x01(\t\x12\x46\n\tresponses\x18\x02 \x03(\x0b\x32\x33.google.cloud.aiplatform.container.v1.MatchResponse\x12"\n\x06status\x18\x03 \x01(\x0b\x32\x12.google.rpc.Status"D\n\tNamespace\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x14\n\x0c\x61llow_tokens\x18\x02 \x03(\t\x12\x13\n\x0b\x64\x65ny_tokens\x18\x03 \x03(\t"\xb4\x02\n\x10NumericNamespace\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x13\n\tvalue_int\x18\x02 \x01(\x03H\x00\x12\x15\n\x0bvalue_float\x18\x03 \x01(\x02H\x00\x12\x16\n\x0cvalue_double\x18\x04 \x01(\x01H\x00\x12K\n\x02op\x18\x05 \x01(\x0e\x32?.google.cloud.aiplatform.container.v1.NumericNamespace.Operator"x\n\x08Operator\x12\x18\n\x14OPERATOR_UNSPECIFIED\x10\x00\x12\x08\n\x04LESS\x10\x01\x12\x0e\n\nLESS_EQUAL\x10\x02\x12\t\n\x05\x45QUAL\x10\x03\x12\x11\n\rGREATER_EQUAL\x10\x04\x12\x0b\n\x07GREATER\x10\x05\x12\r\n\tNOT_EQUAL\x10\x06\x42\x07\n\x05Value2\xa2\x03\n\x0cMatchService\x12r\n\x05Match\x12\x32.google.cloud.aiplatform.container.v1.MatchRequest\x1a\x33.google.cloud.aiplatform.container.v1.MatchResponse"\x00\x12\x81\x01\n\nBatchMatch\x12\x37.google.cloud.aiplatform.container.v1.BatchMatchRequest\x1a\x38.google.cloud.aiplatform.container.v1.BatchMatchResponse"\x00\x12\x99\x01\n\x12\x42\x61tchGetEmbeddings\x12?.google.cloud.aiplatform.container.v1.BatchGetEmbeddingsRequest\x1a@.google.cloud.aiplatform.container.v1.BatchGetEmbeddingsResponse"\x00\x62\x06proto3'
 )
 
-
-_SPARSEEMBEDDING = DESCRIPTOR.message_types_by_name["SparseEmbedding"]
-_MATCHREQUEST = DESCRIPTOR.message_types_by_name["MatchRequest"]
-_MATCHREQUEST_RRF = _MATCHREQUEST.nested_types_by_name["RRF"]
-_EMBEDDING = DESCRIPTOR.message_types_by_name["Embedding"]
-_MATCHRESPONSE = DESCRIPTOR.message_types_by_name["MatchResponse"]
-_MATCHRESPONSE_NEIGHBOR = _MATCHRESPONSE.nested_types_by_name["Neighbor"]
-_BATCHGETEMBEDDINGSREQUEST = DESCRIPTOR.message_types_by_name[
-    "BatchGetEmbeddingsRequest"
-]
-_BATCHGETEMBEDDINGSRESPONSE = DESCRIPTOR.message_types_by_name[
-    "BatchGetEmbeddingsResponse"
-]
-_BATCHMATCHREQUEST = DESCRIPTOR.message_types_by_name["BatchMatchRequest"]
-_BATCHMATCHREQUEST_BATCHMATCHREQUESTPERINDEX = _BATCHMATCHREQUEST.nested_types_by_name[
-    "BatchMatchRequestPerIndex"
-]
-_BATCHMATCHRESPONSE = DESCRIPTOR.message_types_by_name["BatchMatchResponse"]
-_BATCHMATCHRESPONSE_BATCHMATCHRESPONSEPERINDEX = (
-    _BATCHMATCHRESPONSE.nested_types_by_name["BatchMatchResponsePerIndex"]
-)
-_NAMESPACE = DESCRIPTOR.message_types_by_name["Namespace"]
-_NUMERICNAMESPACE = DESCRIPTOR.message_types_by_name["NumericNamespace"]
-_NUMERICNAMESPACE_OPERATOR = _NUMERICNAMESPACE.enum_types_by_name["Operator"]
-SparseEmbedding = _reflection.GeneratedProtocolMessageType(
-    "SparseEmbedding",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _SPARSEEMBEDDING,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.SparseEmbedding)
-    },
-)
-_sym_db.RegisterMessage(SparseEmbedding)
-
-MatchRequest = _reflection.GeneratedProtocolMessageType(
-    "MatchRequest",
-    (_message.Message,),
-    {
-        "RRF": _reflection.GeneratedProtocolMessageType(
-            "RRF",
-            (_message.Message,),
-            {
-                "DESCRIPTOR": _MATCHREQUEST_RRF,
-                "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-                # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.MatchRequest.RRF)
-            },
-        ),
-        "DESCRIPTOR": _MATCHREQUEST,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.MatchRequest)
-    },
-)
-_sym_db.RegisterMessage(MatchRequest)
-_sym_db.RegisterMessage(MatchRequest.RRF)
-
-Embedding = _reflection.GeneratedProtocolMessageType(
-    "Embedding",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _EMBEDDING,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.Embedding)
-    },
-)
-_sym_db.RegisterMessage(Embedding)
-
-MatchResponse = _reflection.GeneratedProtocolMessageType(
-    "MatchResponse",
-    (_message.Message,),
-    {
-        "Neighbor": _reflection.GeneratedProtocolMessageType(
-            "Neighbor",
-            (_message.Message,),
-            {
-                "DESCRIPTOR": _MATCHRESPONSE_NEIGHBOR,
-                "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-                # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.MatchResponse.Neighbor)
-            },
-        ),
-        "DESCRIPTOR": _MATCHRESPONSE,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.MatchResponse)
-    },
+_globals = globals()
+_builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
+_builder.BuildTopDescriptorsAndMessages(
+    DESCRIPTOR,
+    "google.cloud.aiplatform.matching_engine._protos.match_service_pb2",
+    _globals,
 )
-_sym_db.RegisterMessage(MatchResponse)
-_sym_db.RegisterMessage(MatchResponse.Neighbor)
-
-BatchGetEmbeddingsRequest = _reflection.GeneratedProtocolMessageType(
-    "BatchGetEmbeddingsRequest",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _BATCHGETEMBEDDINGSREQUEST,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.BatchGetEmbeddingsRequest)
-    },
-)
-_sym_db.RegisterMessage(BatchGetEmbeddingsRequest)
-
-BatchGetEmbeddingsResponse = _reflection.GeneratedProtocolMessageType(
-    "BatchGetEmbeddingsResponse",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _BATCHGETEMBEDDINGSRESPONSE,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.BatchGetEmbeddingsResponse)
-    },
-)
-_sym_db.RegisterMessage(BatchGetEmbeddingsResponse)
-
-BatchMatchRequest = _reflection.GeneratedProtocolMessageType(
-    "BatchMatchRequest",
-    (_message.Message,),
-    {
-        "BatchMatchRequestPerIndex": _reflection.GeneratedProtocolMessageType(
-            "BatchMatchRequestPerIndex",
-            (_message.Message,),
-            {
-                "DESCRIPTOR": _BATCHMATCHREQUEST_BATCHMATCHREQUESTPERINDEX,
-                "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-                # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.BatchMatchRequest.BatchMatchRequestPerIndex)
-            },
-        ),
-        "DESCRIPTOR": _BATCHMATCHREQUEST,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.BatchMatchRequest)
-    },
-)
-_sym_db.RegisterMessage(BatchMatchRequest)
-_sym_db.RegisterMessage(BatchMatchRequest.BatchMatchRequestPerIndex)
-
-BatchMatchResponse = _reflection.GeneratedProtocolMessageType(
-    "BatchMatchResponse",
-    (_message.Message,),
-    {
-        "BatchMatchResponsePerIndex": _reflection.GeneratedProtocolMessageType(
-            "BatchMatchResponsePerIndex",
-            (_message.Message,),
-            {
-                "DESCRIPTOR": _BATCHMATCHRESPONSE_BATCHMATCHRESPONSEPERINDEX,
-                "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-                # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.BatchMatchResponse.BatchMatchResponsePerIndex)
-            },
-        ),
-        "DESCRIPTOR": _BATCHMATCHRESPONSE,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.BatchMatchResponse)
-    },
-)
-_sym_db.RegisterMessage(BatchMatchResponse)
-_sym_db.RegisterMessage(BatchMatchResponse.BatchMatchResponsePerIndex)
-
-Namespace = _reflection.GeneratedProtocolMessageType(
-    "Namespace",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _NAMESPACE,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.Namespace)
-    },
-)
-_sym_db.RegisterMessage(Namespace)
-
-NumericNamespace = _reflection.GeneratedProtocolMessageType(
-    "NumericNamespace",
-    (_message.Message,),
-    {
-        "DESCRIPTOR": _NUMERICNAMESPACE,
-        "__module__": "google.cloud.aiplatform.matching_engine._protos.match_service_pb2"
-        # @@protoc_insertion_point(class_scope:google.cloud.aiplatform.container.v1.NumericNamespace)
-    },
-)
-_sym_db.RegisterMessage(NumericNamespace)
-
-_MATCHSERVICE = DESCRIPTOR.services_by_name["MatchService"]
 if _descriptor._USE_C_DESCRIPTORS == False:
-
     DESCRIPTOR._options = None
-    _SPARSEEMBEDDING._serialized_start = 134
-    _SPARSEEMBEDDING._serialized_end = 189
-    _MATCHREQUEST._serialized_start = 192
-    _MATCHREQUEST._serialized_end = 831
-    _MATCHREQUEST_RRF._serialized_start = 800
-    _MATCHREQUEST_RRF._serialized_end = 820
-    _EMBEDDING._serialized_start = 834
-    _EMBEDDING._serialized_end = 1136
-    _MATCHRESPONSE._serialized_start = 1139
-    _MATCHRESPONSE._serialized_end = 1398
-    _MATCHRESPONSE_NEIGHBOR._serialized_start = 1305
-    _MATCHRESPONSE_NEIGHBOR._serialized_end = 1398
-    _BATCHGETEMBEDDINGSREQUEST._serialized_start = 1400
-    _BATCHGETEMBEDDINGSREQUEST._serialized_end = 1466
-    _BATCHGETEMBEDDINGSRESPONSE._serialized_start = 1468
-    _BATCHGETEMBEDDINGSRESPONSE._serialized_end = 1565
-    _BATCHMATCHREQUEST._serialized_start = 1568
-    _BATCHMATCHREQUEST._serialized_end = 1845
-    _BATCHMATCHREQUEST_BATCHMATCHREQUESTPERINDEX._serialized_start = 1691
-    _BATCHMATCHREQUEST_BATCHMATCHREQUESTPERINDEX._serialized_end = 1845
-    _BATCHMATCHRESPONSE._serialized_start = 1848
-    _BATCHMATCHRESPONSE._serialized_end = 2138
-    _BATCHMATCHRESPONSE_BATCHMATCHRESPONSEPERINDEX._serialized_start = 1975
-    _BATCHMATCHRESPONSE_BATCHMATCHRESPONSEPERINDEX._serialized_end = 2138
-    _NAMESPACE._serialized_start = 2140
-    _NAMESPACE._serialized_end = 2208
-    _NUMERICNAMESPACE._serialized_start = 2211
-    _NUMERICNAMESPACE._serialized_end = 2519
-    _NUMERICNAMESPACE_OPERATOR._serialized_start = 2390
-    _NUMERICNAMESPACE_OPERATOR._serialized_end = 2510
-    _MATCHSERVICE._serialized_start = 2522
-    _MATCHSERVICE._serialized_end = 2940
+    _globals["_SPARSEEMBEDDING"]._serialized_start = 134
+    _globals["_SPARSEEMBEDDING"]._serialized_end = 189
+    _globals["_MATCHREQUEST"]._serialized_start = 192
+    _globals["_MATCHREQUEST"]._serialized_end = 831
+    _globals["_MATCHREQUEST_RRF"]._serialized_start = 800
+    _globals["_MATCHREQUEST_RRF"]._serialized_end = 820
+    _globals["_EMBEDDING"]._serialized_start = 834
+    _globals["_EMBEDDING"]._serialized_end = 1136
+    _globals["_MATCHRESPONSE"]._serialized_start = 1139
+    _globals["_MATCHRESPONSE"]._serialized_end = 1398
+    _globals["_MATCHRESPONSE_NEIGHBOR"]._serialized_start = 1305
+    _globals["_MATCHRESPONSE_NEIGHBOR"]._serialized_end = 1398
+    _globals["_BATCHGETEMBEDDINGSREQUEST"]._serialized_start = 1400
+    _globals["_BATCHGETEMBEDDINGSREQUEST"]._serialized_end = 1466
+    _globals["_BATCHGETEMBEDDINGSRESPONSE"]._serialized_start = 1468
+    _globals["_BATCHGETEMBEDDINGSRESPONSE"]._serialized_end = 1565
+    _globals["_BATCHMATCHREQUEST"]._serialized_start = 1568
+    _globals["_BATCHMATCHREQUEST"]._serialized_end = 1845
+    _globals["_BATCHMATCHREQUEST_BATCHMATCHREQUESTPERINDEX"]._serialized_start = 1691
+    _globals["_BATCHMATCHREQUEST_BATCHMATCHREQUESTPERINDEX"]._serialized_end = 1845
+    _globals["_BATCHMATCHRESPONSE"]._serialized_start = 1848
+    _globals["_BATCHMATCHRESPONSE"]._serialized_end = 2138
+    _globals["_BATCHMATCHRESPONSE_BATCHMATCHRESPONSEPERINDEX"]._serialized_start = 1975
+    _globals["_BATCHMATCHRESPONSE_BATCHMATCHRESPONSEPERINDEX"]._serialized_end = 2138
+    _globals["_NAMESPACE"]._serialized_start = 2140
+    _globals["_NAMESPACE"]._serialized_end = 2208
+    _globals["_NUMERICNAMESPACE"]._serialized_start = 2211
+    _globals["_NUMERICNAMESPACE"]._serialized_end = 2519
+    _globals["_NUMERICNAMESPACE_OPERATOR"]._serialized_start = 2390
+    _globals["_NUMERICNAMESPACE_OPERATOR"]._serialized_end = 2510
+    _globals["_MATCHSERVICE"]._serialized_start = 2522
+    _globals["_MATCHSERVICE"]._serialized_end = 2940
 # @@protoc_insertion_point(module_scope)
diff --git a/setup.py b/setup.py
@@ -248,7 +248,7 @@
         ),
         "google-auth >= 2.14.1, <3.0.0dev",
         "proto-plus >= 1.22.3, <2.0.0dev",
-        "protobuf>=3.19.5,<5.0.0dev,!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5",
+        "protobuf>=3.20.2,<6.0.0dev,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5",
         "packaging >= 14.3",
         "google-cloud-storage >= 1.32.0, < 3.0.0dev",
         "google-cloud-bigquery >= 1.15.0, < 4.0.0dev, !=3.20.0",
