// Copyright 2022 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 v1.26.0
// 	protoc        v3.12.2
// source: google/cloud/aiplatform/v1beta1/feature.proto

package aiplatform

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"
	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)
)

// An enum representing the value type of a feature.
type Feature_ValueType int32

const (
	// The value type is unspecified.
	Feature_VALUE_TYPE_UNSPECIFIED Feature_ValueType = 0
	// Used for Feature that is a boolean.
	Feature_BOOL Feature_ValueType = 1
	// Used for Feature that is a list of boolean.
	Feature_BOOL_ARRAY Feature_ValueType = 2
	// Used for Feature that is double.
	Feature_DOUBLE Feature_ValueType = 3
	// Used for Feature that is a list of double.
	Feature_DOUBLE_ARRAY Feature_ValueType = 4
	// Used for Feature that is INT64.
	Feature_INT64 Feature_ValueType = 9
	// Used for Feature that is a list of INT64.
	Feature_INT64_ARRAY Feature_ValueType = 10
	// Used for Feature that is string.
	Feature_STRING Feature_ValueType = 11
	// Used for Feature that is a list of String.
	Feature_STRING_ARRAY Feature_ValueType = 12
	// Used for Feature that is bytes.
	Feature_BYTES Feature_ValueType = 13
)

// Enum value maps for Feature_ValueType.
var (
	Feature_ValueType_name = map[int32]string{
		0:  "VALUE_TYPE_UNSPECIFIED",
		1:  "BOOL",
		2:  "BOOL_ARRAY",
		3:  "DOUBLE",
		4:  "DOUBLE_ARRAY",
		9:  "INT64",
		10: "INT64_ARRAY",
		11: "STRING",
		12: "STRING_ARRAY",
		13: "BYTES",
	}
	Feature_ValueType_value = map[string]int32{
		"VALUE_TYPE_UNSPECIFIED": 0,
		"BOOL":                   1,
		"BOOL_ARRAY":             2,
		"DOUBLE":                 3,
		"DOUBLE_ARRAY":           4,
		"INT64":                  9,
		"INT64_ARRAY":            10,
		"STRING":                 11,
		"STRING_ARRAY":           12,
		"BYTES":                  13,
	}
)

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

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

func (Feature_ValueType) Descriptor() protoreflect.EnumDescriptor {
	return file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[0].Descriptor()
}

func (Feature_ValueType) Type() protoreflect.EnumType {
	return &file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[0]
}

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

// Deprecated: Use Feature_ValueType.Descriptor instead.
func (Feature_ValueType) EnumDescriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0, 0}
}

// If the objective in the request is both
// Import Feature Analysis and Snapshot Analysis, this objective could be
// one of them. Otherwise, this objective should be the same as the
// objective in the request.
type Feature_MonitoringStatsAnomaly_Objective int32

const (
	// If it's OBJECTIVE_UNSPECIFIED, monitoring_stats will be empty.
	Feature_MonitoringStatsAnomaly_OBJECTIVE_UNSPECIFIED Feature_MonitoringStatsAnomaly_Objective = 0
	// Stats are generated by Import Feature Analysis.
	Feature_MonitoringStatsAnomaly_IMPORT_FEATURE_ANALYSIS Feature_MonitoringStatsAnomaly_Objective = 1
	// Stats are generated by Snapshot Analysis.
	Feature_MonitoringStatsAnomaly_SNAPSHOT_ANALYSIS Feature_MonitoringStatsAnomaly_Objective = 2
)

// Enum value maps for Feature_MonitoringStatsAnomaly_Objective.
var (
	Feature_MonitoringStatsAnomaly_Objective_name = map[int32]string{
		0: "OBJECTIVE_UNSPECIFIED",
		1: "IMPORT_FEATURE_ANALYSIS",
		2: "SNAPSHOT_ANALYSIS",
	}
	Feature_MonitoringStatsAnomaly_Objective_value = map[string]int32{
		"OBJECTIVE_UNSPECIFIED":   0,
		"IMPORT_FEATURE_ANALYSIS": 1,
		"SNAPSHOT_ANALYSIS":       2,
	}
)

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

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

func (Feature_MonitoringStatsAnomaly_Objective) Descriptor() protoreflect.EnumDescriptor {
	return file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[1].Descriptor()
}

func (Feature_MonitoringStatsAnomaly_Objective) Type() protoreflect.EnumType {
	return &file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[1]
}

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

// Deprecated: Use Feature_MonitoringStatsAnomaly_Objective.Descriptor instead.
func (Feature_MonitoringStatsAnomaly_Objective) EnumDescriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0, 0, 0}
}

// Feature Metadata information that describes an attribute of an entity type.
// For example, apple is an entity type, and color is a feature that describes
// apple.
type Feature struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Immutable. Name of the Feature.
	// Format:
	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`
	//
	// The last part feature is assigned by the client. The feature can be up to
	// 64 characters long and can consist only of ASCII Latin letters A-Z and a-z,
	// underscore(_), and ASCII digits 0-9 starting with a letter. The value will
	// be unique given an entity type.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Description of the Feature.
	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
	// Required. Immutable. Type of Feature value.
	ValueType Feature_ValueType `protobuf:"varint,3,opt,name=value_type,json=valueType,proto3,enum=google.cloud.aiplatform.v1beta1.Feature_ValueType" json:"value_type,omitempty"`
	// Output only. Timestamp when this EntityType was created.
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this EntityType was most recently updated.
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. The labels with user-defined metadata to organize your Features.
	//
	// 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 on and examples of labels.
	// No more than 64 user labels can be associated with one Feature (System
	// labels are excluded)."
	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable.
	Labels map[string]string `protobuf:"bytes,6,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
	// Used to perform a consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`
	// Optional. Deprecated: The custom monitoring configuration for this Feature, if not
	// set, use the monitoring_config defined for the EntityType this Feature
	// belongs to.
	// Only Features with type ([Feature.ValueType][google.cloud.aiplatform.v1beta1.Feature.ValueType]) BOOL, STRING, DOUBLE or
	// INT64 can enable monitoring.
	//
	// If this is populated with
	// [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis
	// monitoring is disabled; if
	// [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot
	// analysis monitoring is enabled. Otherwise, snapshot analysis monitoring
	// config is same as the EntityType's this Feature belongs to.
	//
	// Deprecated: Do not use.
	MonitoringConfig *FeaturestoreMonitoringConfig `protobuf:"bytes,9,opt,name=monitoring_config,json=monitoringConfig,proto3" json:"monitoring_config,omitempty"`
	// Optional. If not set, use the monitoring_config defined for the EntityType this
	// Feature belongs to.
	// Only Features with type ([Feature.ValueType][google.cloud.aiplatform.v1beta1.Feature.ValueType]) BOOL, STRING, DOUBLE or
	// INT64 can enable monitoring.
	//
	// If set to true, all types of data monitoring are disabled despite the
	// config on EntityType.
	DisableMonitoring bool `protobuf:"varint,12,opt,name=disable_monitoring,json=disableMonitoring,proto3" json:"disable_monitoring,omitempty"`
	// Output only. A list of historical [Snapshot
	// Analysis][FeaturestoreMonitoringConfig.SnapshotAnalysis]
	// stats requested by user, sorted by [FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly.start_time]
	// descending.
	MonitoringStats []*FeatureStatsAnomaly `protobuf:"bytes,10,rep,name=monitoring_stats,json=monitoringStats,proto3" json:"monitoring_stats,omitempty"`
	// Output only. The list of historical stats and anomalies with specified objectives.
	MonitoringStatsAnomalies []*Feature_MonitoringStatsAnomaly `protobuf:"bytes,11,rep,name=monitoring_stats_anomalies,json=monitoringStatsAnomalies,proto3" json:"monitoring_stats_anomalies,omitempty"`
}

func (x *Feature) Reset() {
	*x = Feature{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[0]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

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

func (*Feature) ProtoMessage() {}

func (x *Feature) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1beta1_feature_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 Feature.ProtoReflect.Descriptor instead.
func (*Feature) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0}
}

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

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

func (x *Feature) GetValueType() Feature_ValueType {
	if x != nil {
		return x.ValueType
	}
	return Feature_VALUE_TYPE_UNSPECIFIED
}

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

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

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

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

// Deprecated: Do not use.
func (x *Feature) GetMonitoringConfig() *FeaturestoreMonitoringConfig {
	if x != nil {
		return x.MonitoringConfig
	}
	return nil
}

func (x *Feature) GetDisableMonitoring() bool {
	if x != nil {
		return x.DisableMonitoring
	}
	return false
}

func (x *Feature) GetMonitoringStats() []*FeatureStatsAnomaly {
	if x != nil {
		return x.MonitoringStats
	}
	return nil
}

func (x *Feature) GetMonitoringStatsAnomalies() []*Feature_MonitoringStatsAnomaly {
	if x != nil {
		return x.MonitoringStatsAnomalies
	}
	return nil
}

// A list of historical [Snapshot
// Analysis][FeaturestoreMonitoringConfig.SnapshotAnalysis] or [Import Feature
// Analysis] [FeaturestoreMonitoringConfig.ImportFeatureAnalysis] stats
// requested by user, sorted by [FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly.start_time] descending.
type Feature_MonitoringStatsAnomaly struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Output only. The objective for each stats.
	Objective Feature_MonitoringStatsAnomaly_Objective `protobuf:"varint,1,opt,name=objective,proto3,enum=google.cloud.aiplatform.v1beta1.Feature_MonitoringStatsAnomaly_Objective" json:"objective,omitempty"`
	// Output only. The stats and anomalies generated at specific timestamp.
	FeatureStatsAnomaly *FeatureStatsAnomaly `protobuf:"bytes,2,opt,name=feature_stats_anomaly,json=featureStatsAnomaly,proto3" json:"feature_stats_anomaly,omitempty"`
}

func (x *Feature_MonitoringStatsAnomaly) Reset() {
	*x = Feature_MonitoringStatsAnomaly{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[1]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

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

func (*Feature_MonitoringStatsAnomaly) ProtoMessage() {}

func (x *Feature_MonitoringStatsAnomaly) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_aiplatform_v1beta1_feature_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 Feature_MonitoringStatsAnomaly.ProtoReflect.Descriptor instead.
func (*Feature_MonitoringStatsAnomaly) Descriptor() ([]byte, []int) {
	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0, 0}
}

func (x *Feature_MonitoringStatsAnomaly) GetObjective() Feature_MonitoringStatsAnomaly_Objective {
	if x != nil {
		return x.Objective
	}
	return Feature_MonitoringStatsAnomaly_OBJECTIVE_UNSPECIFIED
}

func (x *Feature_MonitoringStatsAnomaly) GetFeatureStatsAnomaly() *FeatureStatsAnomaly {
	if x != nil {
		return x.FeatureStatsAnomaly
	}
	return nil
}

var File_google_cloud_aiplatform_v1beta1_feature_proto protoreflect.FileDescriptor

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}

var (
	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescOnce sync.Once
	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData = file_google_cloud_aiplatform_v1beta1_feature_proto_rawDesc
)

func file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP() []byte {
	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescOnce.Do(func() {
		file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData)
	})
	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData
}

var file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes = make([]protoimpl.EnumInfo, 2)
var file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes = make([]protoimpl.MessageInfo, 3)
var file_google_cloud_aiplatform_v1beta1_feature_proto_goTypes = []interface{}{
	(Feature_ValueType)(0),                        // 0: google.cloud.aiplatform.v1beta1.Feature.ValueType
	(Feature_MonitoringStatsAnomaly_Objective)(0), // 1: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.Objective
	(*Feature)(nil),                               // 2: google.cloud.aiplatform.v1beta1.Feature
	(*Feature_MonitoringStatsAnomaly)(nil),        // 3: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly
	nil,                                           // 4: google.cloud.aiplatform.v1beta1.Feature.LabelsEntry
	(*timestamppb.Timestamp)(nil),                 // 5: google.protobuf.Timestamp
	(*FeaturestoreMonitoringConfig)(nil),          // 6: google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig
	(*FeatureStatsAnomaly)(nil),                   // 7: google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly
}
var file_google_cloud_aiplatform_v1beta1_feature_proto_depIdxs = []int32{
	0, // 0: google.cloud.aiplatform.v1beta1.Feature.value_type:type_name -> google.cloud.aiplatform.v1beta1.Feature.ValueType
	5, // 1: google.cloud.aiplatform.v1beta1.Feature.create_time:type_name -> google.protobuf.Timestamp
	5, // 2: google.cloud.aiplatform.v1beta1.Feature.update_time:type_name -> google.protobuf.Timestamp
	4, // 3: google.cloud.aiplatform.v1beta1.Feature.labels:type_name -> google.cloud.aiplatform.v1beta1.Feature.LabelsEntry
	6, // 4: google.cloud.aiplatform.v1beta1.Feature.monitoring_config:type_name -> google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig
	7, // 5: google.cloud.aiplatform.v1beta1.Feature.monitoring_stats:type_name -> google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly
	3, // 6: google.cloud.aiplatform.v1beta1.Feature.monitoring_stats_anomalies:type_name -> google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly
	1, // 7: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.objective:type_name -> google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.Objective
	7, // 8: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.feature_stats_anomaly:type_name -> google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly
	9, // [9:9] is the sub-list for method output_type
	9, // [9:9] is the sub-list for method input_type
	9, // [9:9] is the sub-list for extension type_name
	9, // [9:9] is the sub-list for extension extendee
	0, // [0:9] is the sub-list for field type_name
}

func init() { file_google_cloud_aiplatform_v1beta1_feature_proto_init() }
func file_google_cloud_aiplatform_v1beta1_feature_proto_init() {
	if File_google_cloud_aiplatform_v1beta1_feature_proto != nil {
		return
	}
	file_google_cloud_aiplatform_v1beta1_feature_monitoring_stats_proto_init()
	file_google_cloud_aiplatform_v1beta1_featurestore_monitoring_proto_init()
	if !protoimpl.UnsafeEnabled {
		file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*Feature); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*Feature_MonitoringStatsAnomaly); 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_feature_proto_rawDesc,
			NumEnums:      2,
			NumMessages:   3,
			NumExtensions: 0,
			NumServices:   0,
		},
		GoTypes:           file_google_cloud_aiplatform_v1beta1_feature_proto_goTypes,
		DependencyIndexes: file_google_cloud_aiplatform_v1beta1_feature_proto_depIdxs,
		EnumInfos:         file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes,
		MessageInfos:      file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes,
	}.Build()
	File_google_cloud_aiplatform_v1beta1_feature_proto = out.File
	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDesc = nil
	file_google_cloud_aiplatform_v1beta1_feature_proto_goTypes = nil
	file_google_cloud_aiplatform_v1beta1_feature_proto_depIdxs = nil
}
