cloud.google.com/go/aiplatform@v1.106.0/apiv1beta1/aiplatformpb/feature.pb.go (about)

     1  // Copyright 2025 Google LLC
     2  //
     3  // Licensed under the Apache License, Version 2.0 (the "License");
     4  // you may not use this file except in compliance with the License.
     5  // You may obtain a copy of the License at
     6  //
     7  //     http://www.apache.org/licenses/LICENSE-2.0
     8  //
     9  // Unless required by applicable law or agreed to in writing, software
    10  // distributed under the License is distributed on an "AS IS" BASIS,
    11  // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
    12  // See the License for the specific language governing permissions and
    13  // limitations under the License.
    14  
    15  // Code generated by protoc-gen-go. DO NOT EDIT.
    16  // versions:
    17  // 	protoc-gen-go v1.35.2
    18  // 	protoc        v4.25.7
    19  // source: google/cloud/aiplatform/v1beta1/feature.proto
    20  
    21  package aiplatformpb
    22  
    23  import (
    24  	_ "google.golang.org/genproto/googleapis/api/annotations"
    25  	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
    26  	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
    27  	timestamppb "google.golang.org/protobuf/types/known/timestamppb"
    28  	reflect "reflect"
    29  	sync "sync"
    30  )
    31  
    32  const (
    33  	// Verify that this generated code is sufficiently up-to-date.
    34  	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
    35  	// Verify that runtime/protoimpl is sufficiently up-to-date.
    36  	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
    37  )
    38  
    39  // Only applicable for Vertex AI Legacy Feature Store.
    40  // An enum representing the value type of a feature.
    41  type Feature_ValueType int32
    42  
    43  const (
    44  	// The value type is unspecified.
    45  	Feature_VALUE_TYPE_UNSPECIFIED Feature_ValueType = 0
    46  	// Used for Feature that is a boolean.
    47  	Feature_BOOL Feature_ValueType = 1
    48  	// Used for Feature that is a list of boolean.
    49  	Feature_BOOL_ARRAY Feature_ValueType = 2
    50  	// Used for Feature that is double.
    51  	Feature_DOUBLE Feature_ValueType = 3
    52  	// Used for Feature that is a list of double.
    53  	Feature_DOUBLE_ARRAY Feature_ValueType = 4
    54  	// Used for Feature that is INT64.
    55  	Feature_INT64 Feature_ValueType = 9
    56  	// Used for Feature that is a list of INT64.
    57  	Feature_INT64_ARRAY Feature_ValueType = 10
    58  	// Used for Feature that is string.
    59  	Feature_STRING Feature_ValueType = 11
    60  	// Used for Feature that is a list of String.
    61  	Feature_STRING_ARRAY Feature_ValueType = 12
    62  	// Used for Feature that is bytes.
    63  	Feature_BYTES Feature_ValueType = 13
    64  	// Used for Feature that is struct.
    65  	Feature_STRUCT Feature_ValueType = 14
    66  )
    67  
    68  // Enum value maps for Feature_ValueType.
    69  var (
    70  	Feature_ValueType_name = map[int32]string{
    71  		0:  "VALUE_TYPE_UNSPECIFIED",
    72  		1:  "BOOL",
    73  		2:  "BOOL_ARRAY",
    74  		3:  "DOUBLE",
    75  		4:  "DOUBLE_ARRAY",
    76  		9:  "INT64",
    77  		10: "INT64_ARRAY",
    78  		11: "STRING",
    79  		12: "STRING_ARRAY",
    80  		13: "BYTES",
    81  		14: "STRUCT",
    82  	}
    83  	Feature_ValueType_value = map[string]int32{
    84  		"VALUE_TYPE_UNSPECIFIED": 0,
    85  		"BOOL":                   1,
    86  		"BOOL_ARRAY":             2,
    87  		"DOUBLE":                 3,
    88  		"DOUBLE_ARRAY":           4,
    89  		"INT64":                  9,
    90  		"INT64_ARRAY":            10,
    91  		"STRING":                 11,
    92  		"STRING_ARRAY":           12,
    93  		"BYTES":                  13,
    94  		"STRUCT":                 14,
    95  	}
    96  )
    97  
    98  func (x Feature_ValueType) Enum() *Feature_ValueType {
    99  	p := new(Feature_ValueType)
   100  	*p = x
   101  	return p
   102  }
   103  
   104  func (x Feature_ValueType) String() string {
   105  	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
   106  }
   107  
   108  func (Feature_ValueType) Descriptor() protoreflect.EnumDescriptor {
   109  	return file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[0].Descriptor()
   110  }
   111  
   112  func (Feature_ValueType) Type() protoreflect.EnumType {
   113  	return &file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[0]
   114  }
   115  
   116  func (x Feature_ValueType) Number() protoreflect.EnumNumber {
   117  	return protoreflect.EnumNumber(x)
   118  }
   119  
   120  // Deprecated: Use Feature_ValueType.Descriptor instead.
   121  func (Feature_ValueType) EnumDescriptor() ([]byte, []int) {
   122  	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0, 0}
   123  }
   124  
   125  // If the objective in the request is both
   126  // Import Feature Analysis and Snapshot Analysis, this objective could be
   127  // one of them. Otherwise, this objective should be the same as the
   128  // objective in the request.
   129  type Feature_MonitoringStatsAnomaly_Objective int32
   130  
   131  const (
   132  	// If it's OBJECTIVE_UNSPECIFIED, monitoring_stats will be empty.
   133  	Feature_MonitoringStatsAnomaly_OBJECTIVE_UNSPECIFIED Feature_MonitoringStatsAnomaly_Objective = 0
   134  	// Stats are generated by Import Feature Analysis.
   135  	Feature_MonitoringStatsAnomaly_IMPORT_FEATURE_ANALYSIS Feature_MonitoringStatsAnomaly_Objective = 1
   136  	// Stats are generated by Snapshot Analysis.
   137  	Feature_MonitoringStatsAnomaly_SNAPSHOT_ANALYSIS Feature_MonitoringStatsAnomaly_Objective = 2
   138  )
   139  
   140  // Enum value maps for Feature_MonitoringStatsAnomaly_Objective.
   141  var (
   142  	Feature_MonitoringStatsAnomaly_Objective_name = map[int32]string{
   143  		0: "OBJECTIVE_UNSPECIFIED",
   144  		1: "IMPORT_FEATURE_ANALYSIS",
   145  		2: "SNAPSHOT_ANALYSIS",
   146  	}
   147  	Feature_MonitoringStatsAnomaly_Objective_value = map[string]int32{
   148  		"OBJECTIVE_UNSPECIFIED":   0,
   149  		"IMPORT_FEATURE_ANALYSIS": 1,
   150  		"SNAPSHOT_ANALYSIS":       2,
   151  	}
   152  )
   153  
   154  func (x Feature_MonitoringStatsAnomaly_Objective) Enum() *Feature_MonitoringStatsAnomaly_Objective {
   155  	p := new(Feature_MonitoringStatsAnomaly_Objective)
   156  	*p = x
   157  	return p
   158  }
   159  
   160  func (x Feature_MonitoringStatsAnomaly_Objective) String() string {
   161  	return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x))
   162  }
   163  
   164  func (Feature_MonitoringStatsAnomaly_Objective) Descriptor() protoreflect.EnumDescriptor {
   165  	return file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[1].Descriptor()
   166  }
   167  
   168  func (Feature_MonitoringStatsAnomaly_Objective) Type() protoreflect.EnumType {
   169  	return &file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes[1]
   170  }
   171  
   172  func (x Feature_MonitoringStatsAnomaly_Objective) Number() protoreflect.EnumNumber {
   173  	return protoreflect.EnumNumber(x)
   174  }
   175  
   176  // Deprecated: Use Feature_MonitoringStatsAnomaly_Objective.Descriptor instead.
   177  func (Feature_MonitoringStatsAnomaly_Objective) EnumDescriptor() ([]byte, []int) {
   178  	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0, 0, 0}
   179  }
   180  
   181  // Feature Metadata information.
   182  // For example, color is a feature that describes an apple.
   183  type Feature struct {
   184  	state         protoimpl.MessageState
   185  	sizeCache     protoimpl.SizeCache
   186  	unknownFields protoimpl.UnknownFields
   187  
   188  	// Immutable. Name of the Feature.
   189  	// Format:
   190  	// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}`
   191  	// `projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}`
   192  	//
   193  	// The last part feature is assigned by the client. The feature can be up to
   194  	// 64 characters long and can consist only of ASCII Latin letters A-Z and a-z,
   195  	// underscore(_), and ASCII digits 0-9 starting with a letter. The value will
   196  	// be unique given an entity type.
   197  	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
   198  	// Description of the Feature.
   199  	Description string `protobuf:"bytes,2,opt,name=description,proto3" json:"description,omitempty"`
   200  	// Immutable. Only applicable for Vertex AI Feature Store (Legacy).
   201  	// Type of Feature value.
   202  	ValueType Feature_ValueType `protobuf:"varint,3,opt,name=value_type,json=valueType,proto3,enum=google.cloud.aiplatform.v1beta1.Feature_ValueType" json:"value_type,omitempty"`
   203  	// Output only. Only applicable for Vertex AI Feature Store (Legacy).
   204  	// Timestamp when this EntityType was created.
   205  	CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
   206  	// Output only. Only applicable for Vertex AI Feature Store (Legacy).
   207  	// Timestamp when this EntityType was most recently updated.
   208  	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
   209  	// Optional. The labels with user-defined metadata to organize your Features.
   210  	//
   211  	// Label keys and values can be no longer than 64 characters
   212  	// (Unicode codepoints), can only contain lowercase letters, numeric
   213  	// characters, underscores and dashes. International characters are allowed.
   214  	//
   215  	// See https://goo.gl/xmQnxf for more information on and examples of labels.
   216  	// No more than 64 user labels can be associated with one Feature (System
   217  	// labels are excluded)."
   218  	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
   219  	// and are immutable.
   220  	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"`
   221  	// Used to perform a consistent read-modify-write updates. If not set, a blind
   222  	// "overwrite" update happens.
   223  	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`
   224  	// Optional. Only applicable for Vertex AI Feature Store (Legacy).
   225  	// Deprecated: The custom monitoring configuration for this Feature, if not
   226  	// set, use the monitoring_config defined for the EntityType this Feature
   227  	// belongs to.
   228  	// Only Features with type
   229  	// ([Feature.ValueType][google.cloud.aiplatform.v1beta1.Feature.ValueType])
   230  	// BOOL, STRING, DOUBLE or INT64 can enable monitoring.
   231  	//
   232  	// If this is populated with
   233  	// [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis
   234  	// monitoring is disabled; if
   235  	// [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot
   236  	// analysis monitoring is enabled. Otherwise, snapshot analysis monitoring
   237  	// config is same as the EntityType's this Feature belongs to.
   238  	//
   239  	// Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/feature.proto.
   240  	MonitoringConfig *FeaturestoreMonitoringConfig `protobuf:"bytes,9,opt,name=monitoring_config,json=monitoringConfig,proto3" json:"monitoring_config,omitempty"`
   241  	// Optional. Only applicable for Vertex AI Feature Store (Legacy).
   242  	// If not set, use the monitoring_config defined for the EntityType this
   243  	// Feature belongs to.
   244  	// Only Features with type
   245  	// ([Feature.ValueType][google.cloud.aiplatform.v1beta1.Feature.ValueType])
   246  	// BOOL, STRING, DOUBLE or INT64 can enable monitoring.
   247  	//
   248  	// If set to true, all types of data monitoring are disabled despite the
   249  	// config on EntityType.
   250  	DisableMonitoring bool `protobuf:"varint,12,opt,name=disable_monitoring,json=disableMonitoring,proto3" json:"disable_monitoring,omitempty"`
   251  	// Output only. Only applicable for Vertex AI Feature Store (Legacy).
   252  	// A list of historical
   253  	// [SnapshotAnalysis][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis]
   254  	// stats requested by user, sorted by
   255  	// [FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly.start_time]
   256  	// descending.
   257  	MonitoringStats []*FeatureStatsAnomaly `protobuf:"bytes,10,rep,name=monitoring_stats,json=monitoringStats,proto3" json:"monitoring_stats,omitempty"`
   258  	// Output only. Only applicable for Vertex AI Feature Store (Legacy).
   259  	// The list of historical stats and anomalies with specified objectives.
   260  	MonitoringStatsAnomalies []*Feature_MonitoringStatsAnomaly `protobuf:"bytes,11,rep,name=monitoring_stats_anomalies,json=monitoringStatsAnomalies,proto3" json:"monitoring_stats_anomalies,omitempty"`
   261  	// Output only. Only applicable for Vertex AI Feature Store.
   262  	// The list of historical stats and anomalies.
   263  	FeatureStatsAndAnomaly []*FeatureStatsAndAnomaly `protobuf:"bytes,13,rep,name=feature_stats_and_anomaly,json=featureStatsAndAnomaly,proto3" json:"feature_stats_and_anomaly,omitempty"`
   264  	// Only applicable for Vertex AI Feature Store.
   265  	// The name of the BigQuery Table/View column hosting data for this version.
   266  	// If no value is provided, will use feature_id.
   267  	VersionColumnName string `protobuf:"bytes,106,opt,name=version_column_name,json=versionColumnName,proto3" json:"version_column_name,omitempty"`
   268  	// Entity responsible for maintaining this feature. Can be comma separated
   269  	// list of email addresses or URIs.
   270  	PointOfContact string `protobuf:"bytes,107,opt,name=point_of_contact,json=pointOfContact,proto3" json:"point_of_contact,omitempty"`
   271  }
   272  
   273  func (x *Feature) Reset() {
   274  	*x = Feature{}
   275  	mi := &file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[0]
   276  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   277  	ms.StoreMessageInfo(mi)
   278  }
   279  
   280  func (x *Feature) String() string {
   281  	return protoimpl.X.MessageStringOf(x)
   282  }
   283  
   284  func (*Feature) ProtoMessage() {}
   285  
   286  func (x *Feature) ProtoReflect() protoreflect.Message {
   287  	mi := &file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[0]
   288  	if x != nil {
   289  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   290  		if ms.LoadMessageInfo() == nil {
   291  			ms.StoreMessageInfo(mi)
   292  		}
   293  		return ms
   294  	}
   295  	return mi.MessageOf(x)
   296  }
   297  
   298  // Deprecated: Use Feature.ProtoReflect.Descriptor instead.
   299  func (*Feature) Descriptor() ([]byte, []int) {
   300  	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0}
   301  }
   302  
   303  func (x *Feature) GetName() string {
   304  	if x != nil {
   305  		return x.Name
   306  	}
   307  	return ""
   308  }
   309  
   310  func (x *Feature) GetDescription() string {
   311  	if x != nil {
   312  		return x.Description
   313  	}
   314  	return ""
   315  }
   316  
   317  func (x *Feature) GetValueType() Feature_ValueType {
   318  	if x != nil {
   319  		return x.ValueType
   320  	}
   321  	return Feature_VALUE_TYPE_UNSPECIFIED
   322  }
   323  
   324  func (x *Feature) GetCreateTime() *timestamppb.Timestamp {
   325  	if x != nil {
   326  		return x.CreateTime
   327  	}
   328  	return nil
   329  }
   330  
   331  func (x *Feature) GetUpdateTime() *timestamppb.Timestamp {
   332  	if x != nil {
   333  		return x.UpdateTime
   334  	}
   335  	return nil
   336  }
   337  
   338  func (x *Feature) GetLabels() map[string]string {
   339  	if x != nil {
   340  		return x.Labels
   341  	}
   342  	return nil
   343  }
   344  
   345  func (x *Feature) GetEtag() string {
   346  	if x != nil {
   347  		return x.Etag
   348  	}
   349  	return ""
   350  }
   351  
   352  // Deprecated: Marked as deprecated in google/cloud/aiplatform/v1beta1/feature.proto.
   353  func (x *Feature) GetMonitoringConfig() *FeaturestoreMonitoringConfig {
   354  	if x != nil {
   355  		return x.MonitoringConfig
   356  	}
   357  	return nil
   358  }
   359  
   360  func (x *Feature) GetDisableMonitoring() bool {
   361  	if x != nil {
   362  		return x.DisableMonitoring
   363  	}
   364  	return false
   365  }
   366  
   367  func (x *Feature) GetMonitoringStats() []*FeatureStatsAnomaly {
   368  	if x != nil {
   369  		return x.MonitoringStats
   370  	}
   371  	return nil
   372  }
   373  
   374  func (x *Feature) GetMonitoringStatsAnomalies() []*Feature_MonitoringStatsAnomaly {
   375  	if x != nil {
   376  		return x.MonitoringStatsAnomalies
   377  	}
   378  	return nil
   379  }
   380  
   381  func (x *Feature) GetFeatureStatsAndAnomaly() []*FeatureStatsAndAnomaly {
   382  	if x != nil {
   383  		return x.FeatureStatsAndAnomaly
   384  	}
   385  	return nil
   386  }
   387  
   388  func (x *Feature) GetVersionColumnName() string {
   389  	if x != nil {
   390  		return x.VersionColumnName
   391  	}
   392  	return ""
   393  }
   394  
   395  func (x *Feature) GetPointOfContact() string {
   396  	if x != nil {
   397  		return x.PointOfContact
   398  	}
   399  	return ""
   400  }
   401  
   402  // A list of historical
   403  // [SnapshotAnalysis][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis]
   404  // or
   405  // [ImportFeaturesAnalysis][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis]
   406  // stats requested by user, sorted by
   407  // [FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly.start_time]
   408  // descending.
   409  type Feature_MonitoringStatsAnomaly struct {
   410  	state         protoimpl.MessageState
   411  	sizeCache     protoimpl.SizeCache
   412  	unknownFields protoimpl.UnknownFields
   413  
   414  	// Output only. The objective for each stats.
   415  	Objective Feature_MonitoringStatsAnomaly_Objective `protobuf:"varint,1,opt,name=objective,proto3,enum=google.cloud.aiplatform.v1beta1.Feature_MonitoringStatsAnomaly_Objective" json:"objective,omitempty"`
   416  	// Output only. The stats and anomalies generated at specific timestamp.
   417  	FeatureStatsAnomaly *FeatureStatsAnomaly `protobuf:"bytes,2,opt,name=feature_stats_anomaly,json=featureStatsAnomaly,proto3" json:"feature_stats_anomaly,omitempty"`
   418  }
   419  
   420  func (x *Feature_MonitoringStatsAnomaly) Reset() {
   421  	*x = Feature_MonitoringStatsAnomaly{}
   422  	mi := &file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[1]
   423  	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   424  	ms.StoreMessageInfo(mi)
   425  }
   426  
   427  func (x *Feature_MonitoringStatsAnomaly) String() string {
   428  	return protoimpl.X.MessageStringOf(x)
   429  }
   430  
   431  func (*Feature_MonitoringStatsAnomaly) ProtoMessage() {}
   432  
   433  func (x *Feature_MonitoringStatsAnomaly) ProtoReflect() protoreflect.Message {
   434  	mi := &file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes[1]
   435  	if x != nil {
   436  		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
   437  		if ms.LoadMessageInfo() == nil {
   438  			ms.StoreMessageInfo(mi)
   439  		}
   440  		return ms
   441  	}
   442  	return mi.MessageOf(x)
   443  }
   444  
   445  // Deprecated: Use Feature_MonitoringStatsAnomaly.ProtoReflect.Descriptor instead.
   446  func (*Feature_MonitoringStatsAnomaly) Descriptor() ([]byte, []int) {
   447  	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP(), []int{0, 0}
   448  }
   449  
   450  func (x *Feature_MonitoringStatsAnomaly) GetObjective() Feature_MonitoringStatsAnomaly_Objective {
   451  	if x != nil {
   452  		return x.Objective
   453  	}
   454  	return Feature_MonitoringStatsAnomaly_OBJECTIVE_UNSPECIFIED
   455  }
   456  
   457  func (x *Feature_MonitoringStatsAnomaly) GetFeatureStatsAnomaly() *FeatureStatsAnomaly {
   458  	if x != nil {
   459  		return x.FeatureStatsAnomaly
   460  	}
   461  	return nil
   462  }
   463  
   464  var File_google_cloud_aiplatform_v1beta1_feature_proto protoreflect.FileDescriptor
   465  
   466  var file_google_cloud_aiplatform_v1beta1_feature_proto_rawDesc = []byte{
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   620  }
   621  
   622  var (
   623  	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescOnce sync.Once
   624  	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData = file_google_cloud_aiplatform_v1beta1_feature_proto_rawDesc
   625  )
   626  
   627  func file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescGZIP() []byte {
   628  	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescOnce.Do(func() {
   629  		file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData)
   630  	})
   631  	return file_google_cloud_aiplatform_v1beta1_feature_proto_rawDescData
   632  }
   633  
   634  var file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes = make([]protoimpl.EnumInfo, 2)
   635  var file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes = make([]protoimpl.MessageInfo, 3)
   636  var file_google_cloud_aiplatform_v1beta1_feature_proto_goTypes = []any{
   637  	(Feature_ValueType)(0),                        // 0: google.cloud.aiplatform.v1beta1.Feature.ValueType
   638  	(Feature_MonitoringStatsAnomaly_Objective)(0), // 1: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.Objective
   639  	(*Feature)(nil),                               // 2: google.cloud.aiplatform.v1beta1.Feature
   640  	(*Feature_MonitoringStatsAnomaly)(nil),        // 3: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly
   641  	nil,                                           // 4: google.cloud.aiplatform.v1beta1.Feature.LabelsEntry
   642  	(*timestamppb.Timestamp)(nil),                 // 5: google.protobuf.Timestamp
   643  	(*FeaturestoreMonitoringConfig)(nil),          // 6: google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig
   644  	(*FeatureStatsAnomaly)(nil),                   // 7: google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly
   645  	(*FeatureStatsAndAnomaly)(nil),                // 8: google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly
   646  }
   647  var file_google_cloud_aiplatform_v1beta1_feature_proto_depIdxs = []int32{
   648  	0,  // 0: google.cloud.aiplatform.v1beta1.Feature.value_type:type_name -> google.cloud.aiplatform.v1beta1.Feature.ValueType
   649  	5,  // 1: google.cloud.aiplatform.v1beta1.Feature.create_time:type_name -> google.protobuf.Timestamp
   650  	5,  // 2: google.cloud.aiplatform.v1beta1.Feature.update_time:type_name -> google.protobuf.Timestamp
   651  	4,  // 3: google.cloud.aiplatform.v1beta1.Feature.labels:type_name -> google.cloud.aiplatform.v1beta1.Feature.LabelsEntry
   652  	6,  // 4: google.cloud.aiplatform.v1beta1.Feature.monitoring_config:type_name -> google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig
   653  	7,  // 5: google.cloud.aiplatform.v1beta1.Feature.monitoring_stats:type_name -> google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly
   654  	3,  // 6: google.cloud.aiplatform.v1beta1.Feature.monitoring_stats_anomalies:type_name -> google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly
   655  	8,  // 7: google.cloud.aiplatform.v1beta1.Feature.feature_stats_and_anomaly:type_name -> google.cloud.aiplatform.v1beta1.FeatureStatsAndAnomaly
   656  	1,  // 8: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.objective:type_name -> google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.Objective
   657  	7,  // 9: google.cloud.aiplatform.v1beta1.Feature.MonitoringStatsAnomaly.feature_stats_anomaly:type_name -> google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly
   658  	10, // [10:10] is the sub-list for method output_type
   659  	10, // [10:10] is the sub-list for method input_type
   660  	10, // [10:10] is the sub-list for extension type_name
   661  	10, // [10:10] is the sub-list for extension extendee
   662  	0,  // [0:10] is the sub-list for field type_name
   663  }
   664  
   665  func init() { file_google_cloud_aiplatform_v1beta1_feature_proto_init() }
   666  func file_google_cloud_aiplatform_v1beta1_feature_proto_init() {
   667  	if File_google_cloud_aiplatform_v1beta1_feature_proto != nil {
   668  		return
   669  	}
   670  	file_google_cloud_aiplatform_v1beta1_feature_monitor_proto_init()
   671  	file_google_cloud_aiplatform_v1beta1_feature_monitoring_stats_proto_init()
   672  	file_google_cloud_aiplatform_v1beta1_featurestore_monitoring_proto_init()
   673  	type x struct{}
   674  	out := protoimpl.TypeBuilder{
   675  		File: protoimpl.DescBuilder{
   676  			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
   677  			RawDescriptor: file_google_cloud_aiplatform_v1beta1_feature_proto_rawDesc,
   678  			NumEnums:      2,
   679  			NumMessages:   3,
   680  			NumExtensions: 0,
   681  			NumServices:   0,
   682  		},
   683  		GoTypes:           file_google_cloud_aiplatform_v1beta1_feature_proto_goTypes,
   684  		DependencyIndexes: file_google_cloud_aiplatform_v1beta1_feature_proto_depIdxs,
   685  		EnumInfos:         file_google_cloud_aiplatform_v1beta1_feature_proto_enumTypes,
   686  		MessageInfos:      file_google_cloud_aiplatform_v1beta1_feature_proto_msgTypes,
   687  	}.Build()
   688  	File_google_cloud_aiplatform_v1beta1_feature_proto = out.File
   689  	file_google_cloud_aiplatform_v1beta1_feature_proto_rawDesc = nil
   690  	file_google_cloud_aiplatform_v1beta1_feature_proto_goTypes = nil
   691  	file_google_cloud_aiplatform_v1beta1_feature_proto_depIdxs = nil
   692  }