aiplatform/apiv1/aiplatformpb/index.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 v1.33.0
// 	protoc        v4.25.3
// source: google/cloud/aiplatform/v1/index.proto

package aiplatformpb

import (
	reflect "reflect"
	sync "sync"

	_ "google.golang.org/genproto/googleapis/api/annotations"
	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
	structpb "google.golang.org/protobuf/types/known/structpb"
	timestamppb "google.golang.org/protobuf/types/known/timestamppb"
)

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 update method of an Index.
type Index_IndexUpdateMethod int32

const (
	// Should not be used.
	Index_INDEX_UPDATE_METHOD_UNSPECIFIED Index_IndexUpdateMethod = 0
	// BatchUpdate: user can call UpdateIndex with files on Cloud Storage of
	// Datapoints to update.
	Index_BATCH_UPDATE Index_IndexUpdateMethod = 1
	// StreamUpdate: user can call UpsertDatapoints/DeleteDatapoints to update
	// the Index and the updates will be applied in corresponding
	// DeployedIndexes in nearly real-time.
	Index_STREAM_UPDATE Index_IndexUpdateMethod = 2
)

// Enum value maps for Index_IndexUpdateMethod.
var (
	Index_IndexUpdateMethod_name = map[int32]string{
		0: "INDEX_UPDATE_METHOD_UNSPECIFIED",
		1: "BATCH_UPDATE",
		2: "STREAM_UPDATE",
	}
	Index_IndexUpdateMethod_value = map[string]int32{
		"INDEX_UPDATE_METHOD_UNSPECIFIED": 0,
		"BATCH_UPDATE":                    1,
		"STREAM_UPDATE":                   2,
	}
)

func (x Index_IndexUpdateMethod) Enum() *Index_IndexUpdateMethod {
	p := new(Index_IndexUpdateMethod)
	*p = x
	return p
}

func (x Index_IndexUpdateMethod) String() string {
	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
}

func (Index_IndexUpdateMethod) Descriptor() protoreflect.EnumDescriptor {
	return file_google_cloud_aiplatform_v1_index_proto_enumTypes[0].Descriptor()
}

func (Index_IndexUpdateMethod) Type() protoreflect.EnumType {
	return &file_google_cloud_aiplatform_v1_index_proto_enumTypes[0]
}

func (x Index_IndexUpdateMethod) Number() protoreflect.EnumNumber {
	return protoreflect.EnumNumber(x)
}

// Deprecated: Use Index_IndexUpdateMethod.Descriptor instead.
func (Index_IndexUpdateMethod) EnumDescriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{0, 0}
}

// Which comparison operator to use.  Should be specified for queries only;
// specifying this for a datapoint is an error.
//
// Datapoints for which Operator is true relative to the query's Value
// field will be allowlisted.
type IndexDatapoint_NumericRestriction_Operator int32

const (
	// Default value of the enum.
	IndexDatapoint_NumericRestriction_OPERATOR_UNSPECIFIED IndexDatapoint_NumericRestriction_Operator = 0
	// Datapoints are eligible iff their value is < the query's.
	IndexDatapoint_NumericRestriction_LESS IndexDatapoint_NumericRestriction_Operator = 1
	// Datapoints are eligible iff their value is <= the query's.
	IndexDatapoint_NumericRestriction_LESS_EQUAL IndexDatapoint_NumericRestriction_Operator = 2
	// Datapoints are eligible iff their value is == the query's.
	IndexDatapoint_NumericRestriction_EQUAL IndexDatapoint_NumericRestriction_Operator = 3
	// Datapoints are eligible iff their value is >= the query's.
	IndexDatapoint_NumericRestriction_GREATER_EQUAL IndexDatapoint_NumericRestriction_Operator = 4
	// Datapoints are eligible iff their value is > the query's.
	IndexDatapoint_NumericRestriction_GREATER IndexDatapoint_NumericRestriction_Operator = 5
	// Datapoints are eligible iff their value is != the query's.
	IndexDatapoint_NumericRestriction_NOT_EQUAL IndexDatapoint_NumericRestriction_Operator = 6
)

// Enum value maps for IndexDatapoint_NumericRestriction_Operator.
var (
	IndexDatapoint_NumericRestriction_Operator_name = map[int32]string{
		0: "OPERATOR_UNSPECIFIED",
		1: "LESS",
		2: "LESS_EQUAL",
		3: "EQUAL",
		4: "GREATER_EQUAL",
		5: "GREATER",
		6: "NOT_EQUAL",
	}
	IndexDatapoint_NumericRestriction_Operator_value = map[string]int32{
		"OPERATOR_UNSPECIFIED": 0,
		"LESS":                 1,
		"LESS_EQUAL":           2,
		"EQUAL":                3,
		"GREATER_EQUAL":        4,
		"GREATER":              5,
		"NOT_EQUAL":            6,
	}
)

func (x IndexDatapoint_NumericRestriction_Operator) Enum() *IndexDatapoint_NumericRestriction_Operator {
	p := new(IndexDatapoint_NumericRestriction_Operator)
	*p = x
	return p
}

func (x IndexDatapoint_NumericRestriction_Operator) String() string {
	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
}

func (IndexDatapoint_NumericRestriction_Operator) Descriptor() protoreflect.EnumDescriptor {
	return file_google_cloud_aiplatform_v1_index_proto_enumTypes[1].Descriptor()
}

func (IndexDatapoint_NumericRestriction_Operator) Type() protoreflect.EnumType {
	return &file_google_cloud_aiplatform_v1_index_proto_enumTypes[1]
}

func (x IndexDatapoint_NumericRestriction_Operator) Number() protoreflect.EnumNumber {
	return protoreflect.EnumNumber(x)
}

// Deprecated: Use IndexDatapoint_NumericRestriction_Operator.Descriptor instead.
func (IndexDatapoint_NumericRestriction_Operator) EnumDescriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{1, 1, 0}
}

// A representation of a collection of database items organized in a way that
// allows for approximate nearest neighbor (a.k.a ANN) algorithms search.
type Index struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Output only. The resource name of the Index.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The display name of the Index.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// The description of the Index.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Immutable. Points to a YAML file stored on Google Cloud Storage describing
	// additional information about the Index, that is specific to it. Unset if
	// the Index does not have any additional information. The schema is defined
	// as an OpenAPI 3.0.2 [Schema
	// Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// Note: The URI given on output will be immutable and probably different,
	// including the URI scheme, than the one given on input. The output URI will
	// point to a location where the user only has a read access.
	MetadataSchemaUri string `protobuf:"bytes,4,opt,name=metadata_schema_uri,json=metadataSchemaUri,proto3" json:"metadata_schema_uri,omitempty"`
	// An additional information about the Index; the schema of the metadata can
	// be found in
	// [metadata_schema][google.cloud.aiplatform.v1.Index.metadata_schema_uri].
	Metadata *structpb.Value `protobuf:"bytes,6,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Output only. The pointers to DeployedIndexes created from this Index.
	// An Index can be only deleted if all its DeployedIndexes had been undeployed
	// first.
	DeployedIndexes []*DeployedIndexRef `protobuf:"bytes,7,rep,name=deployed_indexes,json=deployedIndexes,proto3" json:"deployed_indexes,omitempty"`
	// Used to perform consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"`
	// The labels with user-defined metadata to organize your Indexes.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	Labels map[string]string `protobuf:"bytes,9,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
	// Output only. Timestamp when this Index was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this Index was most recently updated.
	// This also includes any update to the contents of the Index.
	// Note that Operations working on this Index may have their
	// [Operations.metadata.generic_metadata.update_time]
	// [google.cloud.aiplatform.v1.GenericOperationMetadata.update_time] a little
	// after the value of this timestamp, yet that does not mean their results are
	// not already reflected in the Index. Result of any successfully completed
	// Operation on the Index is reflected in it.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Output only. Stats of the index resource.
	IndexStats *IndexStats `protobuf:"bytes,14,opt,name=index_stats,json=indexStats,proto3" json:"index_stats,omitempty"`
	// Immutable. The update method to use with this Index. If not set,
	// BATCH_UPDATE will be used by default.
	IndexUpdateMethod Index_IndexUpdateMethod `protobuf:"varint,16,opt,name=index_update_method,json=indexUpdateMethod,proto3,enum=google.cloud.aiplatform.v1.Index_IndexUpdateMethod" json:"index_update_method,omitempty"`
	// Immutable. Customer-managed encryption key spec for an Index. If set, this
	// Index and all sub-resources of this Index will be secured by this key.
	EncryptionSpec *EncryptionSpec `protobuf:"bytes,17,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`
}

func (x *Index) Reset() {
	*x = Index{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[0]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *Index) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*Index) ProtoMessage() {}

func (x *Index) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1_index_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 Index.ProtoReflect.Descriptor instead.
func (*Index) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{0}
}

func (x *Index) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

func (x *Index) GetDisplayName() string {
	if x != nil {
		return x.DisplayName
	}
	return ""
}

func (x *Index) GetDescription() string {
	if x != nil {
		return x.Description
	}
	return ""
}

func (x *Index) GetMetadataSchemaUri() string {
	if x != nil {
		return x.MetadataSchemaUri
	}
	return ""
}

func (x *Index) GetMetadata() *structpb.Value {
	if x != nil {
		return x.Metadata
	}
	return nil
}

func (x *Index) GetDeployedIndexes() []*DeployedIndexRef {
	if x != nil {
		return x.DeployedIndexes
	}
	return nil
}

func (x *Index) GetEtag() string {
	if x != nil {
		return x.Etag
	}
	return ""
}

func (x *Index) GetLabels() map[string]string {
	if x != nil {
		return x.Labels
	}
	return nil
}

func (x *Index) GetCreateTime() *timestamppb.Timestamp {
	if x != nil {
		return x.CreateTime
	}
	return nil
}

func (x *Index) GetUpdateTime() *timestamppb.Timestamp {
	if x != nil {
		return x.UpdateTime
	}
	return nil
}

func (x *Index) GetIndexStats() *IndexStats {
	if x != nil {
		return x.IndexStats
	}
	return nil
}

func (x *Index) GetIndexUpdateMethod() Index_IndexUpdateMethod {
	if x != nil {
		return x.IndexUpdateMethod
	}
	return Index_INDEX_UPDATE_METHOD_UNSPECIFIED
}

func (x *Index) GetEncryptionSpec() *EncryptionSpec {
	if x != nil {
		return x.EncryptionSpec
	}
	return nil
}

// A datapoint of Index.
type IndexDatapoint struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. Unique identifier of the datapoint.
	DatapointId string `protobuf:"bytes,1,opt,name=datapoint_id,json=datapointId,proto3" json:"datapoint_id,omitempty"`
	// Required. Feature embedding vector. An array of numbers with the length of
	// [NearestNeighborSearchConfig.dimensions].
	FeatureVector []float32 `protobuf:"fixed32,2,rep,packed,name=feature_vector,json=featureVector,proto3" json:"feature_vector,omitempty"`
	// Optional. List of Restrict of the datapoint, used to perform "restricted
	// searches" where boolean rule are used to filter the subset of the database
	// eligible for matching. This uses categorical tokens. See:
	// https://cloud.google.com/vertex-ai/docs/matching-engine/filtering
	Restricts []*IndexDatapoint_Restriction `protobuf:"bytes,4,rep,name=restricts,proto3" json:"restricts,omitempty"`
	// Optional. List of Restrict of the datapoint, used to perform "restricted
	// searches" where boolean rule are used to filter the subset of the database
	// eligible for matching. This uses numeric comparisons.
	NumericRestricts []*IndexDatapoint_NumericRestriction `protobuf:"bytes,6,rep,name=numeric_restricts,json=numericRestricts,proto3" json:"numeric_restricts,omitempty"`
	// Optional. CrowdingTag of the datapoint, the number of neighbors to return
	// in each crowding can be configured during query.
	CrowdingTag *IndexDatapoint_CrowdingTag `protobuf:"bytes,5,opt,name=crowding_tag,json=crowdingTag,proto3" json:"crowding_tag,omitempty"`
}

func (x *IndexDatapoint) Reset() {
	*x = IndexDatapoint{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[1]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *IndexDatapoint) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*IndexDatapoint) ProtoMessage() {}

func (x *IndexDatapoint) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1_index_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 IndexDatapoint.ProtoReflect.Descriptor instead.
func (*IndexDatapoint) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{1}
}

func (x *IndexDatapoint) GetDatapointId() string {
	if x != nil {
		return x.DatapointId
	}
	return ""
}

func (x *IndexDatapoint) GetFeatureVector() []float32 {
	if x != nil {
		return x.FeatureVector
	}
	return nil
}

func (x *IndexDatapoint) GetRestricts() []*IndexDatapoint_Restriction {
	if x != nil {
		return x.Restricts
	}
	return nil
}

func (x *IndexDatapoint) GetNumericRestricts() []*IndexDatapoint_NumericRestriction {
	if x != nil {
		return x.NumericRestricts
	}
	return nil
}

func (x *IndexDatapoint) GetCrowdingTag() *IndexDatapoint_CrowdingTag {
	if x != nil {
		return x.CrowdingTag
	}
	return nil
}

// Stats of the Index.
type IndexStats struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Output only. The number of vectors in the Index.
	VectorsCount int64 `protobuf:"varint,1,opt,name=vectors_count,json=vectorsCount,proto3" json:"vectors_count,omitempty"`
	// Output only. The number of shards in the Index.
	ShardsCount int32 `protobuf:"varint,2,opt,name=shards_count,json=shardsCount,proto3" json:"shards_count,omitempty"`
}

func (x *IndexStats) Reset() {
	*x = IndexStats{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[2]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *IndexStats) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*IndexStats) ProtoMessage() {}

func (x *IndexStats) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1_index_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 IndexStats.ProtoReflect.Descriptor instead.
func (*IndexStats) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{2}
}

func (x *IndexStats) GetVectorsCount() int64 {
	if x != nil {
		return x.VectorsCount
	}
	return 0
}

func (x *IndexStats) GetShardsCount() int32 {
	if x != nil {
		return x.ShardsCount
	}
	return 0
}

// Restriction of a datapoint which describe its attributes(tokens) from each
// of several attribute categories(namespaces).
type IndexDatapoint_Restriction struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// The namespace of this restriction. e.g.: color.
	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
	// The attributes to allow in this namespace. e.g.: 'red'
	AllowList []string `protobuf:"bytes,2,rep,name=allow_list,json=allowList,proto3" json:"allow_list,omitempty"`
	// The attributes to deny in this namespace. e.g.: 'blue'
	DenyList []string `protobuf:"bytes,3,rep,name=deny_list,json=denyList,proto3" json:"deny_list,omitempty"`
}

func (x *IndexDatapoint_Restriction) Reset() {
	*x = IndexDatapoint_Restriction{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[4]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *IndexDatapoint_Restriction) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*IndexDatapoint_Restriction) ProtoMessage() {}

func (x *IndexDatapoint_Restriction) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1_index_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 IndexDatapoint_Restriction.ProtoReflect.Descriptor instead.
func (*IndexDatapoint_Restriction) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{1, 0}
}

func (x *IndexDatapoint_Restriction) GetNamespace() string {
	if x != nil {
		return x.Namespace
	}
	return ""
}

func (x *IndexDatapoint_Restriction) GetAllowList() []string {
	if x != nil {
		return x.AllowList
	}
	return nil
}

func (x *IndexDatapoint_Restriction) GetDenyList() []string {
	if x != nil {
		return x.DenyList
	}
	return nil
}

// This field allows restricts to be based on numeric comparisons rather
// than categorical tokens.
type IndexDatapoint_NumericRestriction struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// The type of Value must be consistent for all datapoints with a given
	// namespace name. This is verified at runtime.
	//
	// Types that are assignable to Value:
	//
	//	*IndexDatapoint_NumericRestriction_ValueInt
	//	*IndexDatapoint_NumericRestriction_ValueFloat
	//	*IndexDatapoint_NumericRestriction_ValueDouble
	Value isIndexDatapoint_NumericRestriction_Value `protobuf_oneof:"Value"`
	// The namespace of this restriction. e.g.: cost.
	Namespace string `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
	// This MUST be specified for queries and must NOT be specified for
	// datapoints.
	Op IndexDatapoint_NumericRestriction_Operator `protobuf:"varint,5,opt,name=op,proto3,enum=google.cloud.aiplatform.v1.IndexDatapoint_NumericRestriction_Operator" json:"op,omitempty"`
}

func (x *IndexDatapoint_NumericRestriction) Reset() {
	*x = IndexDatapoint_NumericRestriction{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[5]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *IndexDatapoint_NumericRestriction) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*IndexDatapoint_NumericRestriction) ProtoMessage() {}

func (x *IndexDatapoint_NumericRestriction) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1_index_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 IndexDatapoint_NumericRestriction.ProtoReflect.Descriptor instead.
func (*IndexDatapoint_NumericRestriction) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{1, 1}
}

func (m *IndexDatapoint_NumericRestriction) GetValue() isIndexDatapoint_NumericRestriction_Value {
	if m != nil {
		return m.Value
	}
	return nil
}

func (x *IndexDatapoint_NumericRestriction) GetValueInt() int64 {
	if x, ok := x.GetValue().(*IndexDatapoint_NumericRestriction_ValueInt); ok {
		return x.ValueInt
	}
	return 0
}

func (x *IndexDatapoint_NumericRestriction) GetValueFloat() float32 {
	if x, ok := x.GetValue().(*IndexDatapoint_NumericRestriction_ValueFloat); ok {
		return x.ValueFloat
	}
	return 0
}

func (x *IndexDatapoint_NumericRestriction) GetValueDouble() float64 {
	if x, ok := x.GetValue().(*IndexDatapoint_NumericRestriction_ValueDouble); ok {
		return x.ValueDouble
	}
	return 0
}

func (x *IndexDatapoint_NumericRestriction) GetNamespace() string {
	if x != nil {
		return x.Namespace
	}
	return ""
}

func (x *IndexDatapoint_NumericRestriction) GetOp() IndexDatapoint_NumericRestriction_Operator {
	if x != nil {
		return x.Op
	}
	return IndexDatapoint_NumericRestriction_OPERATOR_UNSPECIFIED
}

type isIndexDatapoint_NumericRestriction_Value interface {
	isIndexDatapoint_NumericRestriction_Value()
}

type IndexDatapoint_NumericRestriction_ValueInt struct {
	// Represents 64 bit integer.
	ValueInt int64 `protobuf:"varint,2,opt,name=value_int,json=valueInt,proto3,oneof"`
}

type IndexDatapoint_NumericRestriction_ValueFloat struct {
	// Represents 32 bit float.
	ValueFloat float32 `protobuf:"fixed32,3,opt,name=value_float,json=valueFloat,proto3,oneof"`
}

type IndexDatapoint_NumericRestriction_ValueDouble struct {
	// Represents 64 bit float.
	ValueDouble float64 `protobuf:"fixed64,4,opt,name=value_double,json=valueDouble,proto3,oneof"`
}

func (*IndexDatapoint_NumericRestriction_ValueInt) isIndexDatapoint_NumericRestriction_Value() {}

func (*IndexDatapoint_NumericRestriction_ValueFloat) isIndexDatapoint_NumericRestriction_Value() {}

func (*IndexDatapoint_NumericRestriction_ValueDouble) isIndexDatapoint_NumericRestriction_Value() {}

// Crowding tag 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.
type IndexDatapoint_CrowdingTag struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// The attribute value used for crowding.  The maximum number of neighbors
	// to return per crowding attribute value
	// (per_crowding_attribute_num_neighbors) is configured per-query. This
	// field is ignored if per_crowding_attribute_num_neighbors is larger than
	// the total number of neighbors to return for a given query.
	CrowdingAttribute string `protobuf:"bytes,1,opt,name=crowding_attribute,json=crowdingAttribute,proto3" json:"crowding_attribute,omitempty"`
}

func (x *IndexDatapoint_CrowdingTag) Reset() {
	*x = IndexDatapoint_CrowdingTag{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[6]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *IndexDatapoint_CrowdingTag) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*IndexDatapoint_CrowdingTag) ProtoMessage() {}

func (x *IndexDatapoint_CrowdingTag) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1_index_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 IndexDatapoint_CrowdingTag.ProtoReflect.Descriptor instead.
func (*IndexDatapoint_CrowdingTag) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{1, 2}
}

func (x *IndexDatapoint_CrowdingTag) GetCrowdingAttribute() string {
	if x != nil {
		return x.CrowdingAttribute
	}
	return ""
}

var File_google_cloud_aiplatform_v1_index_proto protoreflect.FileDescriptor

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}

var (
	file_google_cloud_aiplatform_v1_index_proto_rawDescOnce sync.Once
	file_google_cloud_aiplatform_v1_index_proto_rawDescData = file_google_cloud_aiplatform_v1_index_proto_rawDesc
)

func file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP() []byte {
	file_google_cloud_aiplatform_v1_index_proto_rawDescOnce.Do(func() {
		file_google_cloud_aiplatform_v1_index_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_index_proto_rawDescData)
	})
	return file_google_cloud_aiplatform_v1_index_proto_rawDescData
}

var file_google_cloud_aiplatform_v1_index_proto_enumTypes = make([]protoimpl.EnumInfo, 2)
var file_google_cloud_aiplatform_v1_index_proto_msgTypes = make([]protoimpl.MessageInfo, 7)
var file_google_cloud_aiplatform_v1_index_proto_goTypes = []interface{}{
	(Index_IndexUpdateMethod)(0),                    // 0: google.cloud.aiplatform.v1.Index.IndexUpdateMethod
	(IndexDatapoint_NumericRestriction_Operator)(0), // 1: google.cloud.aiplatform.v1.IndexDatapoint.NumericRestriction.Operator
	(*Index)(nil),                      // 2: google.cloud.aiplatform.v1.Index
	(*IndexDatapoint)(nil),             // 3: google.cloud.aiplatform.v1.IndexDatapoint
	(*IndexStats)(nil),                 // 4: google.cloud.aiplatform.v1.IndexStats
	nil,                                // 5: google.cloud.aiplatform.v1.Index.LabelsEntry
	(*IndexDatapoint_Restriction)(nil), // 6: google.cloud.aiplatform.v1.IndexDatapoint.Restriction
	(*IndexDatapoint_NumericRestriction)(nil), // 7: google.cloud.aiplatform.v1.IndexDatapoint.NumericRestriction
	(*IndexDatapoint_CrowdingTag)(nil),        // 8: google.cloud.aiplatform.v1.IndexDatapoint.CrowdingTag
	(*structpb.Value)(nil),                    // 9: google.protobuf.Value
	(*DeployedIndexRef)(nil),                  // 10: google.cloud.aiplatform.v1.DeployedIndexRef
	(*timestamppb.Timestamp)(nil),             // 11: google.protobuf.Timestamp
	(*EncryptionSpec)(nil),                    // 12: google.cloud.aiplatform.v1.EncryptionSpec
}
var file_google_cloud_aiplatform_v1_index_proto_depIdxs = []int32{
	9,  // 0: google.cloud.aiplatform.v1.Index.metadata:type_name -> google.protobuf.Value
	10, // 1: google.cloud.aiplatform.v1.Index.deployed_indexes:type_name -> google.cloud.aiplatform.v1.DeployedIndexRef
	5,  // 2: google.cloud.aiplatform.v1.Index.labels:type_name -> google.cloud.aiplatform.v1.Index.LabelsEntry
	11, // 3: google.cloud.aiplatform.v1.Index.create_time:type_name -> google.protobuf.Timestamp
	11, // 4: google.cloud.aiplatform.v1.Index.update_time:type_name -> google.protobuf.Timestamp
	4,  // 5: google.cloud.aiplatform.v1.Index.index_stats:type_name -> google.cloud.aiplatform.v1.IndexStats
	0,  // 6: google.cloud.aiplatform.v1.Index.index_update_method:type_name -> google.cloud.aiplatform.v1.Index.IndexUpdateMethod
	12, // 7: google.cloud.aiplatform.v1.Index.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec
	6,  // 8: google.cloud.aiplatform.v1.IndexDatapoint.restricts:type_name -> google.cloud.aiplatform.v1.IndexDatapoint.Restriction
	7,  // 9: google.cloud.aiplatform.v1.IndexDatapoint.numeric_restricts:type_name -> google.cloud.aiplatform.v1.IndexDatapoint.NumericRestriction
	8,  // 10: google.cloud.aiplatform.v1.IndexDatapoint.crowding_tag:type_name -> google.cloud.aiplatform.v1.IndexDatapoint.CrowdingTag
	1,  // 11: google.cloud.aiplatform.v1.IndexDatapoint.NumericRestriction.op:type_name -> google.cloud.aiplatform.v1.IndexDatapoint.NumericRestriction.Operator
	12, // [12:12] is the sub-list for method output_type
	12, // [12:12] is the sub-list for method input_type
	12, // [12:12] is the sub-list for extension type_name
	12, // [12:12] is the sub-list for extension extendee
	0,  // [0:12] is the sub-list for field type_name
}

func init() { file_google_cloud_aiplatform_v1_index_proto_init() }
func file_google_cloud_aiplatform_v1_index_proto_init() {
	if File_google_cloud_aiplatform_v1_index_proto != nil {
		return
	}
	file_google_cloud_aiplatform_v1_deployed_index_ref_proto_init()
	file_google_cloud_aiplatform_v1_encryption_spec_proto_init()
	if !protoimpl.UnsafeEnabled {
		file_google_cloud_aiplatform_v1_index_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*Index); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_aiplatform_v1_index_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*IndexDatapoint); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_aiplatform_v1_index_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*IndexStats); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_aiplatform_v1_index_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*IndexDatapoint_Restriction); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_aiplatform_v1_index_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*IndexDatapoint_NumericRestriction); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_aiplatform_v1_index_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*IndexDatapoint_CrowdingTag); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
	}
	file_google_cloud_aiplatform_v1_index_proto_msgTypes[5].OneofWrappers = []interface{}{
		(*IndexDatapoint_NumericRestriction_ValueInt)(nil),
		(*IndexDatapoint_NumericRestriction_ValueFloat)(nil),
		(*IndexDatapoint_NumericRestriction_ValueDouble)(nil),
	}
	type x struct{}
	out := protoimpl.TypeBuilder{
		File: protoimpl.DescBuilder{
			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
			RawDescriptor: file_google_cloud_aiplatform_v1_index_proto_rawDesc,
			NumEnums:      2,
			NumMessages:   7,
			NumExtensions: 0,
			NumServices:   0,
		},
		GoTypes:           file_google_cloud_aiplatform_v1_index_proto_goTypes,
		DependencyIndexes: file_google_cloud_aiplatform_v1_index_proto_depIdxs,
		EnumInfos:         file_google_cloud_aiplatform_v1_index_proto_enumTypes,
		MessageInfos:      file_google_cloud_aiplatform_v1_index_proto_msgTypes,
	}.Build()
	File_google_cloud_aiplatform_v1_index_proto = out.File
	file_google_cloud_aiplatform_v1_index_proto_rawDesc = nil
	file_google_cloud_aiplatform_v1_index_proto_goTypes = nil
	file_google_cloud_aiplatform_v1_index_proto_depIdxs = nil
}