match_service.pb.go

// 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 v1.32.0
// 	protoc        v4.25.2
// 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

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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",
}