| // Copyright 2023 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. |
| |
| // Code generated by protoc-gen-go. DO NOT EDIT. |
| // versions: |
| // protoc-gen-go v1.33.0 |
| // protoc v4.25.3 |
| // source: google/cloud/aiplatform/v1beta1/match_service.proto |
| |
| package aiplatformpb |
| |
| import ( |
| context "context" |
| reflect "reflect" |
| sync "sync" |
| |
| _ "google.golang.org/genproto/googleapis/api/annotations" |
| grpc "google.golang.org/grpc" |
| codes "google.golang.org/grpc/codes" |
| status "google.golang.org/grpc/status" |
| protoreflect "google.golang.org/protobuf/reflect/protoreflect" |
| protoimpl "google.golang.org/protobuf/runtime/protoimpl" |
| ) |
| |
| const ( |
| // Verify that this generated code is sufficiently up-to-date. |
| _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) |
| // Verify that runtime/protoimpl is sufficiently up-to-date. |
| _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) |
| ) |
| |
| // The request message for |
| // [MatchService.FindNeighbors][google.cloud.aiplatform.v1beta1.MatchService.FindNeighbors]. |
| type FindNeighborsRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the index endpoint. |
| // Format: |
| // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}` |
| IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` |
| // The ID of the DeployedIndex that will serve the request. This request is |
| // sent to a specific IndexEndpoint, as per the IndexEndpoint.network. That |
| // IndexEndpoint also has IndexEndpoint.deployed_indexes, and each such index |
| // has a DeployedIndex.id field. |
| // The value of the field below must equal one of the DeployedIndex.id |
| // fields of the IndexEndpoint that is being called for this request. |
| DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"` |
| // The list of queries. |
| Queries []*FindNeighborsRequest_Query `protobuf:"bytes,3,rep,name=queries,proto3" json:"queries,omitempty"` |
| // If set to true, the full datapoints (including all vector values and |
| // restricts) of the nearest neighbors are returned. |
| // Note that returning full datapoint will significantly increase the |
| // latency and cost of the query. |
| ReturnFullDatapoint bool `protobuf:"varint,4,opt,name=return_full_datapoint,json=returnFullDatapoint,proto3" json:"return_full_datapoint,omitempty"` |
| } |
| |
| func (x *FindNeighborsRequest) Reset() { |
| *x = FindNeighborsRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *FindNeighborsRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*FindNeighborsRequest) ProtoMessage() {} |
| |
| func (x *FindNeighborsRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[0] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use FindNeighborsRequest.ProtoReflect.Descriptor instead. |
| func (*FindNeighborsRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *FindNeighborsRequest) GetIndexEndpoint() string { |
| if x != nil { |
| return x.IndexEndpoint |
| } |
| return "" |
| } |
| |
| func (x *FindNeighborsRequest) GetDeployedIndexId() string { |
| if x != nil { |
| return x.DeployedIndexId |
| } |
| return "" |
| } |
| |
| func (x *FindNeighborsRequest) GetQueries() []*FindNeighborsRequest_Query { |
| if x != nil { |
| return x.Queries |
| } |
| return nil |
| } |
| |
| func (x *FindNeighborsRequest) GetReturnFullDatapoint() bool { |
| if x != nil { |
| return x.ReturnFullDatapoint |
| } |
| return false |
| } |
| |
| // The response message for |
| // [MatchService.FindNeighbors][google.cloud.aiplatform.v1beta1.MatchService.FindNeighbors]. |
| type FindNeighborsResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The nearest neighbors of the query datapoints. |
| NearestNeighbors []*FindNeighborsResponse_NearestNeighbors `protobuf:"bytes,1,rep,name=nearest_neighbors,json=nearestNeighbors,proto3" json:"nearest_neighbors,omitempty"` |
| } |
| |
| func (x *FindNeighborsResponse) Reset() { |
| *x = FindNeighborsResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *FindNeighborsResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*FindNeighborsResponse) ProtoMessage() {} |
| |
| func (x *FindNeighborsResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[1] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use FindNeighborsResponse.ProtoReflect.Descriptor instead. |
| func (*FindNeighborsResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (x *FindNeighborsResponse) GetNearestNeighbors() []*FindNeighborsResponse_NearestNeighbors { |
| if x != nil { |
| return x.NearestNeighbors |
| } |
| return nil |
| } |
| |
| // The request message for |
| // [MatchService.ReadIndexDatapoints][google.cloud.aiplatform.v1beta1.MatchService.ReadIndexDatapoints]. |
| type ReadIndexDatapointsRequest struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The name of the index endpoint. |
| // Format: |
| // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}` |
| IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` |
| // The ID of the DeployedIndex that will serve the request. |
| DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"` |
| // IDs of the datapoints to be searched for. |
| Ids []string `protobuf:"bytes,3,rep,name=ids,proto3" json:"ids,omitempty"` |
| } |
| |
| func (x *ReadIndexDatapointsRequest) Reset() { |
| *x = ReadIndexDatapointsRequest{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ReadIndexDatapointsRequest) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ReadIndexDatapointsRequest) ProtoMessage() {} |
| |
| func (x *ReadIndexDatapointsRequest) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[2] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use ReadIndexDatapointsRequest.ProtoReflect.Descriptor instead. |
| func (*ReadIndexDatapointsRequest) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{2} |
| } |
| |
| func (x *ReadIndexDatapointsRequest) GetIndexEndpoint() string { |
| if x != nil { |
| return x.IndexEndpoint |
| } |
| return "" |
| } |
| |
| func (x *ReadIndexDatapointsRequest) GetDeployedIndexId() string { |
| if x != nil { |
| return x.DeployedIndexId |
| } |
| return "" |
| } |
| |
| func (x *ReadIndexDatapointsRequest) GetIds() []string { |
| if x != nil { |
| return x.Ids |
| } |
| return nil |
| } |
| |
| // The response message for |
| // [MatchService.ReadIndexDatapoints][google.cloud.aiplatform.v1beta1.MatchService.ReadIndexDatapoints]. |
| type ReadIndexDatapointsResponse struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The result list of datapoints. |
| Datapoints []*IndexDatapoint `protobuf:"bytes,1,rep,name=datapoints,proto3" json:"datapoints,omitempty"` |
| } |
| |
| func (x *ReadIndexDatapointsResponse) Reset() { |
| *x = ReadIndexDatapointsResponse{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ReadIndexDatapointsResponse) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ReadIndexDatapointsResponse) ProtoMessage() {} |
| |
| func (x *ReadIndexDatapointsResponse) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[3] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use ReadIndexDatapointsResponse.ProtoReflect.Descriptor instead. |
| func (*ReadIndexDatapointsResponse) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{3} |
| } |
| |
| func (x *ReadIndexDatapointsResponse) GetDatapoints() []*IndexDatapoint { |
| if x != nil { |
| return x.Datapoints |
| } |
| return nil |
| } |
| |
| // A query to find a number of the nearest neighbors (most similar vectors) |
| // of a vector. |
| type FindNeighborsRequest_Query struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The datapoint/vector whose nearest neighbors should be searched |
| // for. |
| Datapoint *IndexDatapoint `protobuf:"bytes,1,opt,name=datapoint,proto3" json:"datapoint,omitempty"` |
| // The number of nearest neighbors to be retrieved from database for each |
| // query. If not set, will use the default from the service configuration |
| // (https://cloud.google.com/vertex-ai/docs/matching-engine/configuring-indexes#nearest-neighbor-search-config). |
| NeighborCount int32 `protobuf:"varint,2,opt,name=neighbor_count,json=neighborCount,proto3" json:"neighbor_count,omitempty"` |
| // Crowding is a constraint on a neighbor list produced by nearest neighbor |
| // search requiring that no more than some value k' of the k neighbors |
| // returned have the same value of crowding_attribute. |
| // It's used for improving result diversity. |
| // This field is the maximum number of matches with the same crowding tag. |
| PerCrowdingAttributeNeighborCount int32 `protobuf:"varint,3,opt,name=per_crowding_attribute_neighbor_count,json=perCrowdingAttributeNeighborCount,proto3" json:"per_crowding_attribute_neighbor_count,omitempty"` |
| // The number of neighbors to find via approximate search before |
| // exact reordering is performed. If not set, the default value from scam |
| // config is used; if set, this value must be > 0. |
| ApproximateNeighborCount int32 `protobuf:"varint,4,opt,name=approximate_neighbor_count,json=approximateNeighborCount,proto3" json:"approximate_neighbor_count,omitempty"` |
| // The fraction of the number of leaves to search, set at query time allows |
| // user to tune search performance. This value increase result in both |
| // search accuracy and latency increase. The value should be between 0.0 |
| // and 1.0. If not set or set to 0.0, query uses the default value specified |
| // in |
| // NearestNeighborSearchConfig.TreeAHConfig.fraction_leaf_nodes_to_search. |
| FractionLeafNodesToSearchOverride float64 `protobuf:"fixed64,5,opt,name=fraction_leaf_nodes_to_search_override,json=fractionLeafNodesToSearchOverride,proto3" json:"fraction_leaf_nodes_to_search_override,omitempty"` |
| } |
| |
| func (x *FindNeighborsRequest_Query) Reset() { |
| *x = FindNeighborsRequest_Query{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[4] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *FindNeighborsRequest_Query) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*FindNeighborsRequest_Query) ProtoMessage() {} |
| |
| func (x *FindNeighborsRequest_Query) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[4] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use FindNeighborsRequest_Query.ProtoReflect.Descriptor instead. |
| func (*FindNeighborsRequest_Query) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{0, 0} |
| } |
| |
| func (x *FindNeighborsRequest_Query) GetDatapoint() *IndexDatapoint { |
| if x != nil { |
| return x.Datapoint |
| } |
| return nil |
| } |
| |
| func (x *FindNeighborsRequest_Query) GetNeighborCount() int32 { |
| if x != nil { |
| return x.NeighborCount |
| } |
| return 0 |
| } |
| |
| func (x *FindNeighborsRequest_Query) GetPerCrowdingAttributeNeighborCount() int32 { |
| if x != nil { |
| return x.PerCrowdingAttributeNeighborCount |
| } |
| return 0 |
| } |
| |
| func (x *FindNeighborsRequest_Query) GetApproximateNeighborCount() int32 { |
| if x != nil { |
| return x.ApproximateNeighborCount |
| } |
| return 0 |
| } |
| |
| func (x *FindNeighborsRequest_Query) GetFractionLeafNodesToSearchOverride() float64 { |
| if x != nil { |
| return x.FractionLeafNodesToSearchOverride |
| } |
| return 0 |
| } |
| |
| // A neighbor of the query vector. |
| type FindNeighborsResponse_Neighbor struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The datapoint of the neighbor. |
| // Note that full datapoints are returned only when "return_full_datapoint" |
| // is set to true. Otherwise, only the "datapoint_id" and "crowding_tag" |
| // fields are populated. |
| Datapoint *IndexDatapoint `protobuf:"bytes,1,opt,name=datapoint,proto3" json:"datapoint,omitempty"` |
| // The distance between the neighbor and the query vector. |
| Distance float64 `protobuf:"fixed64,2,opt,name=distance,proto3" json:"distance,omitempty"` |
| } |
| |
| func (x *FindNeighborsResponse_Neighbor) Reset() { |
| *x = FindNeighborsResponse_Neighbor{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[5] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *FindNeighborsResponse_Neighbor) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*FindNeighborsResponse_Neighbor) ProtoMessage() {} |
| |
| func (x *FindNeighborsResponse_Neighbor) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[5] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use FindNeighborsResponse_Neighbor.ProtoReflect.Descriptor instead. |
| func (*FindNeighborsResponse_Neighbor) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{1, 0} |
| } |
| |
| func (x *FindNeighborsResponse_Neighbor) GetDatapoint() *IndexDatapoint { |
| if x != nil { |
| return x.Datapoint |
| } |
| return nil |
| } |
| |
| func (x *FindNeighborsResponse_Neighbor) GetDistance() float64 { |
| if x != nil { |
| return x.Distance |
| } |
| return 0 |
| } |
| |
| // Nearest neighbors for one query. |
| type FindNeighborsResponse_NearestNeighbors struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The ID of the query datapoint. |
| Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"` |
| // All its neighbors. |
| Neighbors []*FindNeighborsResponse_Neighbor `protobuf:"bytes,2,rep,name=neighbors,proto3" json:"neighbors,omitempty"` |
| } |
| |
| func (x *FindNeighborsResponse_NearestNeighbors) Reset() { |
| *x = FindNeighborsResponse_NearestNeighbors{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[6] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *FindNeighborsResponse_NearestNeighbors) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*FindNeighborsResponse_NearestNeighbors) ProtoMessage() {} |
| |
| func (x *FindNeighborsResponse_NearestNeighbors) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[6] |
| if protoimpl.UnsafeEnabled && x != nil { |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| if ms.LoadMessageInfo() == nil { |
| ms.StoreMessageInfo(mi) |
| } |
| return ms |
| } |
| return mi.MessageOf(x) |
| } |
| |
| // Deprecated: Use FindNeighborsResponse_NearestNeighbors.ProtoReflect.Descriptor instead. |
| func (*FindNeighborsResponse_NearestNeighbors) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP(), []int{1, 1} |
| } |
| |
| func (x *FindNeighborsResponse_NearestNeighbors) GetId() string { |
| if x != nil { |
| return x.Id |
| } |
| return "" |
| } |
| |
| func (x *FindNeighborsResponse_NearestNeighbors) GetNeighbors() []*FindNeighborsResponse_Neighbor { |
| if x != nil { |
| return x.Neighbors |
| } |
| return nil |
| } |
| |
| var File_google_cloud_aiplatform_v1beta1_match_service_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescData = file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes = make([]protoimpl.MessageInfo, 7) |
| var file_google_cloud_aiplatform_v1beta1_match_service_proto_goTypes = []interface{}{ |
| (*FindNeighborsRequest)(nil), // 0: google.cloud.aiplatform.v1beta1.FindNeighborsRequest |
| (*FindNeighborsResponse)(nil), // 1: google.cloud.aiplatform.v1beta1.FindNeighborsResponse |
| (*ReadIndexDatapointsRequest)(nil), // 2: google.cloud.aiplatform.v1beta1.ReadIndexDatapointsRequest |
| (*ReadIndexDatapointsResponse)(nil), // 3: google.cloud.aiplatform.v1beta1.ReadIndexDatapointsResponse |
| (*FindNeighborsRequest_Query)(nil), // 4: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query |
| (*FindNeighborsResponse_Neighbor)(nil), // 5: google.cloud.aiplatform.v1beta1.FindNeighborsResponse.Neighbor |
| (*FindNeighborsResponse_NearestNeighbors)(nil), // 6: google.cloud.aiplatform.v1beta1.FindNeighborsResponse.NearestNeighbors |
| (*IndexDatapoint)(nil), // 7: google.cloud.aiplatform.v1beta1.IndexDatapoint |
| } |
| var file_google_cloud_aiplatform_v1beta1_match_service_proto_depIdxs = []int32{ |
| 4, // 0: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.queries:type_name -> google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query |
| 6, // 1: google.cloud.aiplatform.v1beta1.FindNeighborsResponse.nearest_neighbors:type_name -> google.cloud.aiplatform.v1beta1.FindNeighborsResponse.NearestNeighbors |
| 7, // 2: google.cloud.aiplatform.v1beta1.ReadIndexDatapointsResponse.datapoints:type_name -> google.cloud.aiplatform.v1beta1.IndexDatapoint |
| 7, // 3: google.cloud.aiplatform.v1beta1.FindNeighborsRequest.Query.datapoint:type_name -> google.cloud.aiplatform.v1beta1.IndexDatapoint |
| 7, // 4: google.cloud.aiplatform.v1beta1.FindNeighborsResponse.Neighbor.datapoint:type_name -> google.cloud.aiplatform.v1beta1.IndexDatapoint |
| 5, // 5: google.cloud.aiplatform.v1beta1.FindNeighborsResponse.NearestNeighbors.neighbors:type_name -> google.cloud.aiplatform.v1beta1.FindNeighborsResponse.Neighbor |
| 0, // 6: google.cloud.aiplatform.v1beta1.MatchService.FindNeighbors:input_type -> google.cloud.aiplatform.v1beta1.FindNeighborsRequest |
| 2, // 7: google.cloud.aiplatform.v1beta1.MatchService.ReadIndexDatapoints:input_type -> google.cloud.aiplatform.v1beta1.ReadIndexDatapointsRequest |
| 1, // 8: google.cloud.aiplatform.v1beta1.MatchService.FindNeighbors:output_type -> google.cloud.aiplatform.v1beta1.FindNeighborsResponse |
| 3, // 9: google.cloud.aiplatform.v1beta1.MatchService.ReadIndexDatapoints:output_type -> google.cloud.aiplatform.v1beta1.ReadIndexDatapointsResponse |
| 8, // [8:10] is the sub-list for method output_type |
| 6, // [6:8] is the sub-list for method input_type |
| 6, // [6:6] is the sub-list for extension type_name |
| 6, // [6:6] is the sub-list for extension extendee |
| 0, // [0:6] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1beta1_match_service_proto_init() } |
| func file_google_cloud_aiplatform_v1beta1_match_service_proto_init() { |
| if File_google_cloud_aiplatform_v1beta1_match_service_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1beta1_index_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*FindNeighborsRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*FindNeighborsResponse); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ReadIndexDatapointsRequest); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ReadIndexDatapointsResponse); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*FindNeighborsRequest_Query); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*FindNeighborsResponse_Neighbor); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*FindNeighborsResponse_NearestNeighbors); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| } |
| type x struct{} |
| out := protoimpl.TypeBuilder{ |
| File: protoimpl.DescBuilder{ |
| GoPackagePath: reflect.TypeOf(x{}).PkgPath(), |
| RawDescriptor: file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDesc, |
| NumEnums: 0, |
| NumMessages: 7, |
| NumExtensions: 0, |
| NumServices: 1, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1beta1_match_service_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1beta1_match_service_proto_depIdxs, |
| MessageInfos: file_google_cloud_aiplatform_v1beta1_match_service_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1beta1_match_service_proto = out.File |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1beta1_match_service_proto_depIdxs = nil |
| } |
| |
| // Reference imports to suppress errors if they are not otherwise used. |
| var _ context.Context |
| var _ grpc.ClientConnInterface |
| |
| // This is a compile-time assertion to ensure that this generated file |
| // is compatible with the grpc package it is being compiled against. |
| const _ = grpc.SupportPackageIsVersion6 |
| |
| // MatchServiceClient is the client API for MatchService service. |
| // |
| // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. |
| type MatchServiceClient interface { |
| // Finds the nearest neighbors of each vector within the request. |
| FindNeighbors(ctx context.Context, in *FindNeighborsRequest, opts ...grpc.CallOption) (*FindNeighborsResponse, error) |
| // Reads the datapoints/vectors of the given IDs. |
| // A maximum of 1000 datapoints can be retrieved in a batch. |
| ReadIndexDatapoints(ctx context.Context, in *ReadIndexDatapointsRequest, opts ...grpc.CallOption) (*ReadIndexDatapointsResponse, error) |
| } |
| |
| type matchServiceClient struct { |
| cc grpc.ClientConnInterface |
| } |
| |
| func NewMatchServiceClient(cc grpc.ClientConnInterface) MatchServiceClient { |
| return &matchServiceClient{cc} |
| } |
| |
| func (c *matchServiceClient) FindNeighbors(ctx context.Context, in *FindNeighborsRequest, opts ...grpc.CallOption) (*FindNeighborsResponse, error) { |
| out := new(FindNeighborsResponse) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.MatchService/FindNeighbors", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| func (c *matchServiceClient) ReadIndexDatapoints(ctx context.Context, in *ReadIndexDatapointsRequest, opts ...grpc.CallOption) (*ReadIndexDatapointsResponse, error) { |
| out := new(ReadIndexDatapointsResponse) |
| err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.MatchService/ReadIndexDatapoints", in, out, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return out, nil |
| } |
| |
| // MatchServiceServer is the server API for MatchService service. |
| type MatchServiceServer interface { |
| // Finds the nearest neighbors of each vector within the request. |
| FindNeighbors(context.Context, *FindNeighborsRequest) (*FindNeighborsResponse, error) |
| // Reads the datapoints/vectors of the given IDs. |
| // A maximum of 1000 datapoints can be retrieved in a batch. |
| ReadIndexDatapoints(context.Context, *ReadIndexDatapointsRequest) (*ReadIndexDatapointsResponse, error) |
| } |
| |
| // UnimplementedMatchServiceServer can be embedded to have forward compatible implementations. |
| type UnimplementedMatchServiceServer struct { |
| } |
| |
| func (*UnimplementedMatchServiceServer) FindNeighbors(context.Context, *FindNeighborsRequest) (*FindNeighborsResponse, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method FindNeighbors not implemented") |
| } |
| func (*UnimplementedMatchServiceServer) ReadIndexDatapoints(context.Context, *ReadIndexDatapointsRequest) (*ReadIndexDatapointsResponse, error) { |
| return nil, status.Errorf(codes.Unimplemented, "method ReadIndexDatapoints not implemented") |
| } |
| |
| func RegisterMatchServiceServer(s *grpc.Server, srv MatchServiceServer) { |
| s.RegisterService(&_MatchService_serviceDesc, srv) |
| } |
| |
| func _MatchService_FindNeighbors_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(FindNeighborsRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(MatchServiceServer).FindNeighbors(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.MatchService/FindNeighbors", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(MatchServiceServer).FindNeighbors(ctx, req.(*FindNeighborsRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| func _MatchService_ReadIndexDatapoints_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { |
| in := new(ReadIndexDatapointsRequest) |
| if err := dec(in); err != nil { |
| return nil, err |
| } |
| if interceptor == nil { |
| return srv.(MatchServiceServer).ReadIndexDatapoints(ctx, in) |
| } |
| info := &grpc.UnaryServerInfo{ |
| Server: srv, |
| FullMethod: "/google.cloud.aiplatform.v1beta1.MatchService/ReadIndexDatapoints", |
| } |
| handler := func(ctx context.Context, req interface{}) (interface{}, error) { |
| return srv.(MatchServiceServer).ReadIndexDatapoints(ctx, req.(*ReadIndexDatapointsRequest)) |
| } |
| return interceptor(ctx, in, info, handler) |
| } |
| |
| var _MatchService_serviceDesc = grpc.ServiceDesc{ |
| ServiceName: "google.cloud.aiplatform.v1beta1.MatchService", |
| HandlerType: (*MatchServiceServer)(nil), |
| Methods: []grpc.MethodDesc{ |
| { |
| MethodName: "FindNeighbors", |
| Handler: _MatchService_FindNeighbors_Handler, |
| }, |
| { |
| MethodName: "ReadIndexDatapoints", |
| Handler: _MatchService_ReadIndexDatapoints_Handler, |
| }, |
| }, |
| Streams: []grpc.StreamDesc{}, |
| Metadata: "google/cloud/aiplatform/v1beta1/match_service.proto", |
| } |
