| // 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/model_monitoring.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" |
| ) |
| |
| 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 storage format of the predictions generated BatchPrediction job. |
| type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat int32 |
| |
| const ( |
| // Should not be set. |
| ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PREDICTION_FORMAT_UNSPECIFIED ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat = 0 |
| // Predictions are in JSONL files. |
| ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_JSONL ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat = 2 |
| // Predictions are in BigQuery. |
| ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_BIGQUERY ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat = 3 |
| ) |
| |
| // Enum value maps for ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat. |
| var ( |
| ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_name = map[int32]string{ |
| 0: "PREDICTION_FORMAT_UNSPECIFIED", |
| 2: "JSONL", |
| 3: "BIGQUERY", |
| } |
| ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_value = map[string]int32{ |
| "PREDICTION_FORMAT_UNSPECIFIED": 0, |
| "JSONL": 2, |
| "BIGQUERY": 3, |
| } |
| ) |
| |
| func (x ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Enum() *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat { |
| p := new(ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) |
| *p = x |
| return p |
| } |
| |
| func (x ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes[0].Descriptor() |
| } |
| |
| func (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes[0] |
| } |
| |
| func (x ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat.Descriptor instead. |
| func (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 3, 0, 0} |
| } |
| |
| // The objective configuration for model monitoring, including the information |
| // needed to detect anomalies for one particular model. |
| type ModelMonitoringObjectiveConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Training dataset for models. This field has to be set only if |
| // TrainingPredictionSkewDetectionConfig is specified. |
| TrainingDataset *ModelMonitoringObjectiveConfig_TrainingDataset `protobuf:"bytes,1,opt,name=training_dataset,json=trainingDataset,proto3" json:"training_dataset,omitempty"` |
| // The config for skew between training data and prediction data. |
| TrainingPredictionSkewDetectionConfig *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig `protobuf:"bytes,2,opt,name=training_prediction_skew_detection_config,json=trainingPredictionSkewDetectionConfig,proto3" json:"training_prediction_skew_detection_config,omitempty"` |
| // The config for drift of prediction data. |
| PredictionDriftDetectionConfig *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig `protobuf:"bytes,3,opt,name=prediction_drift_detection_config,json=predictionDriftDetectionConfig,proto3" json:"prediction_drift_detection_config,omitempty"` |
| // The config for integrating with Vertex Explainable AI. |
| ExplanationConfig *ModelMonitoringObjectiveConfig_ExplanationConfig `protobuf:"bytes,5,opt,name=explanation_config,json=explanationConfig,proto3" json:"explanation_config,omitempty"` |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig) Reset() { |
| *x = ModelMonitoringObjectiveConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringObjectiveConfig) ProtoMessage() {} |
| |
| func (x *ModelMonitoringObjectiveConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 ModelMonitoringObjectiveConfig.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringObjectiveConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig) GetTrainingDataset() *ModelMonitoringObjectiveConfig_TrainingDataset { |
| if x != nil { |
| return x.TrainingDataset |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig) GetTrainingPredictionSkewDetectionConfig() *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig { |
| if x != nil { |
| return x.TrainingPredictionSkewDetectionConfig |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig) GetPredictionDriftDetectionConfig() *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig { |
| if x != nil { |
| return x.PredictionDriftDetectionConfig |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig) GetExplanationConfig() *ModelMonitoringObjectiveConfig_ExplanationConfig { |
| if x != nil { |
| return x.ExplanationConfig |
| } |
| return nil |
| } |
| |
| // The alert config for model monitoring. |
| type ModelMonitoringAlertConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Types that are assignable to Alert: |
| // |
| // *ModelMonitoringAlertConfig_EmailAlertConfig_ |
| Alert isModelMonitoringAlertConfig_Alert `protobuf_oneof:"alert"` |
| // Dump the anomalies to Cloud Logging. The anomalies will be put to json |
| // payload encoded from proto |
| // [google.cloud.aiplatform.logging.ModelMonitoringAnomaliesLogEntry][]. |
| // This can be further sinked to Pub/Sub or any other services supported |
| // by Cloud Logging. |
| EnableLogging bool `protobuf:"varint,2,opt,name=enable_logging,json=enableLogging,proto3" json:"enable_logging,omitempty"` |
| // Resource names of the NotificationChannels to send alert. |
| // Must be of the format |
| // `projects/<project_id_or_number>/notificationChannels/<channel_id>` |
| NotificationChannels []string `protobuf:"bytes,3,rep,name=notification_channels,json=notificationChannels,proto3" json:"notification_channels,omitempty"` |
| } |
| |
| func (x *ModelMonitoringAlertConfig) Reset() { |
| *x = ModelMonitoringAlertConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringAlertConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringAlertConfig) ProtoMessage() {} |
| |
| func (x *ModelMonitoringAlertConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 ModelMonitoringAlertConfig.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringAlertConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{1} |
| } |
| |
| func (m *ModelMonitoringAlertConfig) GetAlert() isModelMonitoringAlertConfig_Alert { |
| if m != nil { |
| return m.Alert |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringAlertConfig) GetEmailAlertConfig() *ModelMonitoringAlertConfig_EmailAlertConfig { |
| if x, ok := x.GetAlert().(*ModelMonitoringAlertConfig_EmailAlertConfig_); ok { |
| return x.EmailAlertConfig |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringAlertConfig) GetEnableLogging() bool { |
| if x != nil { |
| return x.EnableLogging |
| } |
| return false |
| } |
| |
| func (x *ModelMonitoringAlertConfig) GetNotificationChannels() []string { |
| if x != nil { |
| return x.NotificationChannels |
| } |
| return nil |
| } |
| |
| type isModelMonitoringAlertConfig_Alert interface { |
| isModelMonitoringAlertConfig_Alert() |
| } |
| |
| type ModelMonitoringAlertConfig_EmailAlertConfig_ struct { |
| // Email alert config. |
| EmailAlertConfig *ModelMonitoringAlertConfig_EmailAlertConfig `protobuf:"bytes,1,opt,name=email_alert_config,json=emailAlertConfig,proto3,oneof"` |
| } |
| |
| func (*ModelMonitoringAlertConfig_EmailAlertConfig_) isModelMonitoringAlertConfig_Alert() {} |
| |
| // The config for feature monitoring threshold. |
| type ThresholdConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Types that are assignable to Threshold: |
| // |
| // *ThresholdConfig_Value |
| Threshold isThresholdConfig_Threshold `protobuf_oneof:"threshold"` |
| } |
| |
| func (x *ThresholdConfig) Reset() { |
| *x = ThresholdConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ThresholdConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ThresholdConfig) ProtoMessage() {} |
| |
| func (x *ThresholdConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 ThresholdConfig.ProtoReflect.Descriptor instead. |
| func (*ThresholdConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{2} |
| } |
| |
| func (m *ThresholdConfig) GetThreshold() isThresholdConfig_Threshold { |
| if m != nil { |
| return m.Threshold |
| } |
| return nil |
| } |
| |
| func (x *ThresholdConfig) GetValue() float64 { |
| if x, ok := x.GetThreshold().(*ThresholdConfig_Value); ok { |
| return x.Value |
| } |
| return 0 |
| } |
| |
| type isThresholdConfig_Threshold interface { |
| isThresholdConfig_Threshold() |
| } |
| |
| type ThresholdConfig_Value struct { |
| // Specify a threshold value that can trigger the alert. |
| // If this threshold config is for feature distribution distance: |
| // 1. For categorical feature, the distribution distance is calculated by |
| // L-inifinity norm. |
| // 2. For numerical feature, the distribution distance is calculated by |
| // Jensen–Shannon divergence. |
| // |
| // Each feature must have a non-zero threshold if they need to be monitored. |
| // Otherwise no alert will be triggered for that feature. |
| Value float64 `protobuf:"fixed64,1,opt,name=value,proto3,oneof"` |
| } |
| |
| func (*ThresholdConfig_Value) isThresholdConfig_Threshold() {} |
| |
| // Sampling Strategy for logging, can be for both training and prediction |
| // dataset. |
| type SamplingStrategy struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Random sample config. Will support more sampling strategies later. |
| RandomSampleConfig *SamplingStrategy_RandomSampleConfig `protobuf:"bytes,1,opt,name=random_sample_config,json=randomSampleConfig,proto3" json:"random_sample_config,omitempty"` |
| } |
| |
| func (x *SamplingStrategy) Reset() { |
| *x = SamplingStrategy{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *SamplingStrategy) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*SamplingStrategy) ProtoMessage() {} |
| |
| func (x *SamplingStrategy) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 SamplingStrategy.ProtoReflect.Descriptor instead. |
| func (*SamplingStrategy) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{3} |
| } |
| |
| func (x *SamplingStrategy) GetRandomSampleConfig() *SamplingStrategy_RandomSampleConfig { |
| if x != nil { |
| return x.RandomSampleConfig |
| } |
| return nil |
| } |
| |
| // Training Dataset information. |
| type ModelMonitoringObjectiveConfig_TrainingDataset struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Types that are assignable to DataSource: |
| // |
| // *ModelMonitoringObjectiveConfig_TrainingDataset_Dataset |
| // *ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource |
| // *ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource |
| DataSource isModelMonitoringObjectiveConfig_TrainingDataset_DataSource `protobuf_oneof:"data_source"` |
| // Data format of the dataset, only applicable if the input is from |
| // Google Cloud Storage. |
| // The possible formats are: |
| // |
| // "tf-record" |
| // The source file is a TFRecord file. |
| // |
| // "csv" |
| // The source file is a CSV file. |
| // "jsonl" |
| // The source file is a JSONL file. |
| DataFormat string `protobuf:"bytes,2,opt,name=data_format,json=dataFormat,proto3" json:"data_format,omitempty"` |
| // The target field name the model is to predict. |
| // This field will be excluded when doing Predict and (or) Explain for the |
| // training data. |
| TargetField string `protobuf:"bytes,6,opt,name=target_field,json=targetField,proto3" json:"target_field,omitempty"` |
| // Strategy to sample data from Training Dataset. |
| // If not set, we process the whole dataset. |
| LoggingSamplingStrategy *SamplingStrategy `protobuf:"bytes,7,opt,name=logging_sampling_strategy,json=loggingSamplingStrategy,proto3" json:"logging_sampling_strategy,omitempty"` |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) Reset() { |
| *x = ModelMonitoringObjectiveConfig_TrainingDataset{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_TrainingDataset) ProtoMessage() {} |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 ModelMonitoringObjectiveConfig_TrainingDataset.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringObjectiveConfig_TrainingDataset) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 0} |
| } |
| |
| func (m *ModelMonitoringObjectiveConfig_TrainingDataset) GetDataSource() isModelMonitoringObjectiveConfig_TrainingDataset_DataSource { |
| if m != nil { |
| return m.DataSource |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetDataset() string { |
| if x, ok := x.GetDataSource().(*ModelMonitoringObjectiveConfig_TrainingDataset_Dataset); ok { |
| return x.Dataset |
| } |
| return "" |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetGcsSource() *GcsSource { |
| if x, ok := x.GetDataSource().(*ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource); ok { |
| return x.GcsSource |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetBigquerySource() *BigQuerySource { |
| if x, ok := x.GetDataSource().(*ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource); ok { |
| return x.BigquerySource |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetDataFormat() string { |
| if x != nil { |
| return x.DataFormat |
| } |
| return "" |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetTargetField() string { |
| if x != nil { |
| return x.TargetField |
| } |
| return "" |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetLoggingSamplingStrategy() *SamplingStrategy { |
| if x != nil { |
| return x.LoggingSamplingStrategy |
| } |
| return nil |
| } |
| |
| type isModelMonitoringObjectiveConfig_TrainingDataset_DataSource interface { |
| isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() |
| } |
| |
| type ModelMonitoringObjectiveConfig_TrainingDataset_Dataset struct { |
| // The resource name of the Dataset used to train this Model. |
| Dataset string `protobuf:"bytes,3,opt,name=dataset,proto3,oneof"` |
| } |
| |
| type ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource struct { |
| // The Google Cloud Storage uri of the unmanaged Dataset used to train |
| // this Model. |
| GcsSource *GcsSource `protobuf:"bytes,4,opt,name=gcs_source,json=gcsSource,proto3,oneof"` |
| } |
| |
| type ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource struct { |
| // The BigQuery table of the unmanaged Dataset used to train this |
| // Model. |
| BigquerySource *BigQuerySource `protobuf:"bytes,5,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"` |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_TrainingDataset_Dataset) isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() { |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource) isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() { |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource) isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() { |
| } |
| |
| // The config for Training & Prediction data skew detection. It specifies the |
| // training dataset sources and the skew detection parameters. |
| type ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Key is the feature name and value is the threshold. If a feature needs to |
| // be monitored for skew, a value threshold must be configured for that |
| // feature. The threshold here is against feature distribution distance |
| // between the training and prediction feature. |
| SkewThresholds map[string]*ThresholdConfig `protobuf:"bytes,1,rep,name=skew_thresholds,json=skewThresholds,proto3" json:"skew_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Key is the feature name and value is the threshold. The threshold here is |
| // against attribution score distance between the training and prediction |
| // feature. |
| AttributionScoreSkewThresholds map[string]*ThresholdConfig `protobuf:"bytes,2,rep,name=attribution_score_skew_thresholds,json=attributionScoreSkewThresholds,proto3" json:"attribution_score_skew_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Skew anomaly detection threshold used by all features. |
| // When the per-feature thresholds are not set, this field can be used to |
| // specify a threshold for all features. |
| DefaultSkewThreshold *ThresholdConfig `protobuf:"bytes,6,opt,name=default_skew_threshold,json=defaultSkewThreshold,proto3" json:"default_skew_threshold,omitempty"` |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) Reset() { |
| *x = ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[5] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) ProtoMessage() {} |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 1} |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) GetSkewThresholds() map[string]*ThresholdConfig { |
| if x != nil { |
| return x.SkewThresholds |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) GetAttributionScoreSkewThresholds() map[string]*ThresholdConfig { |
| if x != nil { |
| return x.AttributionScoreSkewThresholds |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) GetDefaultSkewThreshold() *ThresholdConfig { |
| if x != nil { |
| return x.DefaultSkewThreshold |
| } |
| return nil |
| } |
| |
| // The config for Prediction data drift detection. |
| type ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Key is the feature name and value is the threshold. If a feature needs to |
| // be monitored for drift, a value threshold must be configured for that |
| // feature. The threshold here is against feature distribution distance |
| // between different time windws. |
| DriftThresholds map[string]*ThresholdConfig `protobuf:"bytes,1,rep,name=drift_thresholds,json=driftThresholds,proto3" json:"drift_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Key is the feature name and value is the threshold. The threshold here is |
| // against attribution score distance between different time windows. |
| AttributionScoreDriftThresholds map[string]*ThresholdConfig `protobuf:"bytes,2,rep,name=attribution_score_drift_thresholds,json=attributionScoreDriftThresholds,proto3" json:"attribution_score_drift_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Drift anomaly detection threshold used by all features. |
| // When the per-feature thresholds are not set, this field can be used to |
| // specify a threshold for all features. |
| DefaultDriftThreshold *ThresholdConfig `protobuf:"bytes,5,opt,name=default_drift_threshold,json=defaultDriftThreshold,proto3" json:"default_drift_threshold,omitempty"` |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) Reset() { |
| *x = ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[6] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) ProtoMessage() {} |
| |
| func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_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 ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 2} |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) GetDriftThresholds() map[string]*ThresholdConfig { |
| if x != nil { |
| return x.DriftThresholds |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) GetAttributionScoreDriftThresholds() map[string]*ThresholdConfig { |
| if x != nil { |
| return x.AttributionScoreDriftThresholds |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) GetDefaultDriftThreshold() *ThresholdConfig { |
| if x != nil { |
| return x.DefaultDriftThreshold |
| } |
| return nil |
| } |
| |
| // The config for integrating with Vertex Explainable AI. Only applicable if |
| // the Model has explanation_spec populated. |
| type ModelMonitoringObjectiveConfig_ExplanationConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // If want to analyze the Vertex Explainable AI feature attribute scores or |
| // not. If set to true, Vertex AI will log the feature attributions from |
| // explain response and do the skew/drift detection for them. |
| EnableFeatureAttributes bool `protobuf:"varint,1,opt,name=enable_feature_attributes,json=enableFeatureAttributes,proto3" json:"enable_feature_attributes,omitempty"` |
| // Predictions generated by the BatchPredictionJob using baseline dataset. |
| ExplanationBaseline *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline `protobuf:"bytes,2,opt,name=explanation_baseline,json=explanationBaseline,proto3" json:"explanation_baseline,omitempty"` |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) Reset() { |
| *x = ModelMonitoringObjectiveConfig_ExplanationConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[7] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_ExplanationConfig) ProtoMessage() {} |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[7] |
| 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 ModelMonitoringObjectiveConfig_ExplanationConfig.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringObjectiveConfig_ExplanationConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 3} |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) GetEnableFeatureAttributes() bool { |
| if x != nil { |
| return x.EnableFeatureAttributes |
| } |
| return false |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) GetExplanationBaseline() *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline { |
| if x != nil { |
| return x.ExplanationBaseline |
| } |
| return nil |
| } |
| |
| // Output from |
| // [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] for |
| // Model Monitoring baseline dataset, which can be used to generate baseline |
| // attribution scores. |
| type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The configuration specifying of BatchExplain job output. This can be |
| // used to generate the baseline of feature attribution scores. |
| // |
| // Types that are assignable to Destination: |
| // |
| // *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs |
| // *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery |
| Destination isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination `protobuf_oneof:"destination"` |
| // The storage format of the predictions generated BatchPrediction job. |
| PredictionFormat ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat `protobuf:"varint,1,opt,name=prediction_format,json=predictionFormat,proto3,enum=google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat" json:"prediction_format,omitempty"` |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) Reset() { |
| *x = ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) ProtoMessage() {} |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12] |
| 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 ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 3, 0} |
| } |
| |
| func (m *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetDestination() isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination { |
| if m != nil { |
| return m.Destination |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetGcs() *GcsDestination { |
| if x, ok := x.GetDestination().(*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs); ok { |
| return x.Gcs |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetBigquery() *BigQueryDestination { |
| if x, ok := x.GetDestination().(*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery); ok { |
| return x.Bigquery |
| } |
| return nil |
| } |
| |
| func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetPredictionFormat() ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat { |
| if x != nil { |
| return x.PredictionFormat |
| } |
| return ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PREDICTION_FORMAT_UNSPECIFIED |
| } |
| |
| type isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination interface { |
| isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination() |
| } |
| |
| type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs struct { |
| // Cloud Storage location for BatchExplain output. |
| Gcs *GcsDestination `protobuf:"bytes,2,opt,name=gcs,proto3,oneof"` |
| } |
| |
| type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery struct { |
| // BigQuery location for BatchExplain output. |
| Bigquery *BigQueryDestination `protobuf:"bytes,3,opt,name=bigquery,proto3,oneof"` |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs) isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination() { |
| } |
| |
| func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery) isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination() { |
| } |
| |
| // The config for email alert. |
| type ModelMonitoringAlertConfig_EmailAlertConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The email addresses to send the alert. |
| UserEmails []string `protobuf:"bytes,1,rep,name=user_emails,json=userEmails,proto3" json:"user_emails,omitempty"` |
| } |
| |
| func (x *ModelMonitoringAlertConfig_EmailAlertConfig) Reset() { |
| *x = ModelMonitoringAlertConfig_EmailAlertConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[13] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *ModelMonitoringAlertConfig_EmailAlertConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*ModelMonitoringAlertConfig_EmailAlertConfig) ProtoMessage() {} |
| |
| func (x *ModelMonitoringAlertConfig_EmailAlertConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[13] |
| 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 ModelMonitoringAlertConfig_EmailAlertConfig.ProtoReflect.Descriptor instead. |
| func (*ModelMonitoringAlertConfig_EmailAlertConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{1, 0} |
| } |
| |
| func (x *ModelMonitoringAlertConfig_EmailAlertConfig) GetUserEmails() []string { |
| if x != nil { |
| return x.UserEmails |
| } |
| return nil |
| } |
| |
| // Requests are randomly selected. |
| type SamplingStrategy_RandomSampleConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Sample rate (0, 1] |
| SampleRate float64 `protobuf:"fixed64,1,opt,name=sample_rate,json=sampleRate,proto3" json:"sample_rate,omitempty"` |
| } |
| |
| func (x *SamplingStrategy_RandomSampleConfig) Reset() { |
| *x = SamplingStrategy_RandomSampleConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[14] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *SamplingStrategy_RandomSampleConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*SamplingStrategy_RandomSampleConfig) ProtoMessage() {} |
| |
| func (x *SamplingStrategy_RandomSampleConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[14] |
| 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 SamplingStrategy_RandomSampleConfig.ProtoReflect.Descriptor instead. |
| func (*SamplingStrategy_RandomSampleConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{3, 0} |
| } |
| |
| func (x *SamplingStrategy_RandomSampleConfig) GetSampleRate() float64 { |
| if x != nil { |
| return x.SampleRate |
| } |
| return 0 |
| } |
| |
| var File_google_cloud_aiplatform_v1_model_monitoring_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc = []byte{ |
| 0x0a, 0x31, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, |
| 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x6d, 0x6f, 0x64, |
| 0x65, 0x6c, 0x5f, 0x6d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x2e, 0x70, 0x72, |
| 0x6f, 0x74, 0x6f, 0x12, 0x1a, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, |
| 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x1a, |
| 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x72, 0x65, 0x73, 0x6f, |
| 0x75, 0x72, 0x63, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x23, 0x67, 0x6f, 0x6f, 0x67, |
| 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, |
| 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x69, 0x6f, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, |
| 0x8f, 0x19, 0x0a, 0x1e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, |
| 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, |
| 0x69, 0x67, 0x12, 0x75, 0x0a, 0x10, 0x74, 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x5f, 0x64, |
| 0x61, 0x74, 0x61, 0x73, 0x65, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x4a, 0x2e, 0x67, |
| 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, |
| 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, |
| 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, |
| 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x54, 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, |
| 0x67, 0x44, 0x61, 0x74, 0x61, 0x73, 0x65, 0x74, 0x52, 0x0f, 0x74, 0x72, 0x61, 0x69, 0x6e, 0x69, |
| 0x6e, 0x67, 0x44, 0x61, 0x74, 0x61, 0x73, 0x65, 0x74, 0x12, 0xba, 0x01, 0x0a, 0x29, 0x74, 0x72, |
| 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x5f, 0x70, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, |
| 0x6e, 0x5f, 0x73, 0x6b, 0x65, 0x77, 0x5f, 0x64, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, |
| 0x5f, 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x60, 0x2e, |
| 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, |
| 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, |
| 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, |
| 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x54, 0x72, 0x61, 0x69, 0x6e, 0x69, |
| 0x6e, 0x67, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x53, 0x6b, 0x65, 0x77, |
| 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, |
| 0x25, 0x74, 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, |
| 0x69, 0x6f, 0x6e, 0x53, 0x6b, 0x65, 0x77, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, |
| 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0xa4, 0x01, 0x0a, 0x21, 0x70, 0x72, 0x65, 0x64, 0x69, |
| 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x64, 0x72, 0x69, 0x66, 0x74, 0x5f, 0x64, 0x65, 0x74, 0x65, |
| 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x18, 0x03, 0x20, 0x01, |
| 0x28, 0x0b, 0x32, 0x59, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, |
| 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, |
| 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, |
| 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x50, |
| 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x44, 0x72, 0x69, 0x66, 0x74, 0x44, 0x65, |
| 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x1e, 0x70, |
| 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x44, 0x72, 0x69, 0x66, 0x74, 0x44, 0x65, |
| 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x7b, 0x0a, |
| 0x12, 0x65, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x63, 0x6f, 0x6e, |
| 0x66, 0x69, 0x67, 0x18, 0x05, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x4c, 0x2e, 0x67, 0x6f, 0x6f, 0x67, |
| 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, |
| 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, |
| 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x43, |
| 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x45, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, 0x6f, |
| 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x11, 0x65, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, |
| 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x1a, 0xb1, 0x03, 0x0a, 0x0f, 0x54, |
| 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x44, 0x61, 0x74, 0x61, 0x73, 0x65, 0x74, 0x12, 0x42, |
| 0x0a, 0x07, 0x64, 0x61, 0x74, 0x61, 0x73, 0x65, 0x74, 0x18, 0x03, 0x20, 0x01, 0x28, 0x09, 0x42, |
| 0x26, 0xfa, 0x41, 0x23, 0x0a, 0x21, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, |
| 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, |
| 0x44, 0x61, 0x74, 0x61, 0x73, 0x65, 0x74, 0x48, 0x00, 0x52, 0x07, 0x64, 0x61, 0x74, 0x61, 0x73, |
| 0x65, 0x74, 0x12, 0x46, 0x0a, 0x0a, 0x67, 0x63, 0x73, 0x5f, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, |
| 0x18, 0x04, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x25, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, |
| 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, |
| 0x2e, 0x76, 0x31, 0x2e, 0x47, 0x63, 0x73, 0x53, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x48, 0x00, 0x52, |
| 0x09, 0x67, 0x63, 0x73, 0x53, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x12, 0x55, 0x0a, 0x0f, 0x62, 0x69, |
| 0x67, 0x71, 0x75, 0x65, 0x72, 0x79, 0x5f, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x18, 0x05, 0x20, |
| 0x01, 0x28, 0x0b, 0x32, 0x2a, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, |
| 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, |
| 0x2e, 0x42, 0x69, 0x67, 0x51, 0x75, 0x65, 0x72, 0x79, 0x53, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x48, |
| 0x00, 0x52, 0x0e, 0x62, 0x69, 0x67, 0x71, 0x75, 0x65, 0x72, 0x79, 0x53, 0x6f, 0x75, 0x72, 0x63, |
| 0x65, 0x12, 0x1f, 0x0a, 0x0b, 0x64, 0x61, 0x74, 0x61, 0x5f, 0x66, 0x6f, 0x72, 0x6d, 0x61, 0x74, |
| 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x0a, 0x64, 0x61, 0x74, 0x61, 0x46, 0x6f, 0x72, 0x6d, |
| 0x61, 0x74, 0x12, 0x21, 0x0a, 0x0c, 0x74, 0x61, 0x72, 0x67, 0x65, 0x74, 0x5f, 0x66, 0x69, 0x65, |
| 0x6c, 0x64, 0x18, 0x06, 0x20, 0x01, 0x28, 0x09, 0x52, 0x0b, 0x74, 0x61, 0x72, 0x67, 0x65, 0x74, |
| 0x46, 0x69, 0x65, 0x6c, 0x64, 0x12, 0x68, 0x0a, 0x19, 0x6c, 0x6f, 0x67, 0x67, 0x69, 0x6e, 0x67, |
| 0x5f, 0x73, 0x61, 0x6d, 0x70, 0x6c, 0x69, 0x6e, 0x67, 0x5f, 0x73, 0x74, 0x72, 0x61, 0x74, 0x65, |
| 0x67, 0x79, 0x18, 0x07, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2c, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, |
| 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, |
| 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x53, 0x61, 0x6d, 0x70, 0x6c, 0x69, 0x6e, 0x67, 0x53, 0x74, |
| 0x72, 0x61, 0x74, 0x65, 0x67, 0x79, 0x52, 0x17, 0x6c, 0x6f, 0x67, 0x67, 0x69, 0x6e, 0x67, 0x53, |
| 0x61, 0x6d, 0x70, 0x6c, 0x69, 0x6e, 0x67, 0x53, 0x74, 0x72, 0x61, 0x74, 0x65, 0x67, 0x79, 0x42, |
| 0x0d, 0x0a, 0x0b, 0x64, 0x61, 0x74, 0x61, 0x5f, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x1a, 0xed, |
| 0x05, 0x0a, 0x25, 0x54, 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x50, 0x72, 0x65, 0x64, 0x69, |
| 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x53, 0x6b, 0x65, 0x77, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, |
| 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x9d, 0x01, 0x0a, 0x0f, 0x73, 0x6b, 0x65, |
| 0x77, 0x5f, 0x74, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x18, 0x01, 0x20, 0x03, |
| 0x28, 0x0b, 0x32, 0x74, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, |
| 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, |
| 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, |
| 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x54, |
| 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, |
| 0x6e, 0x53, 0x6b, 0x65, 0x77, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, |
| 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x53, 0x6b, 0x65, 0x77, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, |
| 0x6c, 0x64, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x52, 0x0e, 0x73, 0x6b, 0x65, 0x77, 0x54, 0x68, |
| 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x12, 0xd0, 0x01, 0x0a, 0x21, 0x61, 0x74, 0x74, |
| 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x73, 0x63, 0x6f, 0x72, 0x65, 0x5f, 0x73, |
| 0x6b, 0x65, 0x77, 0x5f, 0x74, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x18, 0x02, |
| 0x20, 0x03, 0x28, 0x0b, 0x32, 0x84, 0x01, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, |
| 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, |
| 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, |
| 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, |
| 0x67, 0x2e, 0x54, 0x72, 0x61, 0x69, 0x6e, 0x69, 0x6e, 0x67, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, |
| 0x74, 0x69, 0x6f, 0x6e, 0x53, 0x6b, 0x65, 0x77, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, |
| 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x41, 0x74, 0x74, 0x72, 0x69, 0x62, 0x75, 0x74, |
| 0x69, 0x6f, 0x6e, 0x53, 0x63, 0x6f, 0x72, 0x65, 0x53, 0x6b, 0x65, 0x77, 0x54, 0x68, 0x72, 0x65, |
| 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x52, 0x1e, 0x61, 0x74, 0x74, |
| 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x53, 0x63, 0x6f, 0x72, 0x65, 0x53, 0x6b, 0x65, |
| 0x77, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x12, 0x61, 0x0a, 0x16, 0x64, |
| 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x5f, 0x73, 0x6b, 0x65, 0x77, 0x5f, 0x74, 0x68, 0x72, 0x65, |
| 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x18, 0x06, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x67, 0x6f, |
| 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, |
| 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, |
| 0x6c, 0x64, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x14, 0x64, 0x65, 0x66, 0x61, 0x75, 0x6c, |
| 0x74, 0x53, 0x6b, 0x65, 0x77, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x1a, 0x6e, |
| 0x0a, 0x13, 0x53, 0x6b, 0x65, 0x77, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, |
| 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, 0x18, 0x01, 0x20, 0x01, |
| 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x41, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, |
| 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, |
| 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, |
| 0x2e, 0x76, 0x31, 0x2e, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x43, 0x6f, 0x6e, |
| 0x66, 0x69, 0x67, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, 0x38, 0x01, 0x1a, 0x7e, |
| 0x0a, 0x23, 0x41, 0x74, 0x74, 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x53, 0x63, 0x6f, |
| 0x72, 0x65, 0x53, 0x6b, 0x65, 0x77, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, |
| 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, 0x18, 0x01, 0x20, 0x01, |
| 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x41, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, |
| 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, |
| 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, |
| 0x2e, 0x76, 0x31, 0x2e, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x43, 0x6f, 0x6e, |
| 0x66, 0x69, 0x67, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, 0x38, 0x01, 0x1a, 0xe1, |
| 0x05, 0x0a, 0x1e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x44, 0x72, 0x69, |
| 0x66, 0x74, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, |
| 0x67, 0x12, 0x99, 0x01, 0x0a, 0x10, 0x64, 0x72, 0x69, 0x66, 0x74, 0x5f, 0x74, 0x68, 0x72, 0x65, |
| 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x6e, 0x2e, 0x67, |
| 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, |
| 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, |
| 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, |
| 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, |
| 0x69, 0x6f, 0x6e, 0x44, 0x72, 0x69, 0x66, 0x74, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, |
| 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x44, 0x72, 0x69, 0x66, 0x74, 0x54, 0x68, 0x72, |
| 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x52, 0x0f, 0x64, 0x72, |
| 0x69, 0x66, 0x74, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x12, 0xcb, 0x01, |
| 0x0a, 0x22, 0x61, 0x74, 0x74, 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x73, 0x63, |
| 0x6f, 0x72, 0x65, 0x5f, 0x64, 0x72, 0x69, 0x66, 0x74, 0x5f, 0x74, 0x68, 0x72, 0x65, 0x73, 0x68, |
| 0x6f, 0x6c, 0x64, 0x73, 0x18, 0x02, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x7e, 0x2e, 0x67, 0x6f, 0x6f, |
| 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, |
| 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, |
| 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, |
| 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, |
| 0x6e, 0x44, 0x72, 0x69, 0x66, 0x74, 0x44, 0x65, 0x74, 0x65, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x43, |
| 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x41, 0x74, 0x74, 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, |
| 0x6e, 0x53, 0x63, 0x6f, 0x72, 0x65, 0x44, 0x72, 0x69, 0x66, 0x74, 0x54, 0x68, 0x72, 0x65, 0x73, |
| 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x52, 0x1f, 0x61, 0x74, 0x74, 0x72, |
| 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x53, 0x63, 0x6f, 0x72, 0x65, 0x44, 0x72, 0x69, 0x66, |
| 0x74, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x73, 0x12, 0x63, 0x0a, 0x17, 0x64, |
| 0x65, 0x66, 0x61, 0x75, 0x6c, 0x74, 0x5f, 0x64, 0x72, 0x69, 0x66, 0x74, 0x5f, 0x74, 0x68, 0x72, |
| 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x18, 0x05, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x67, |
| 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, |
| 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, |
| 0x6f, 0x6c, 0x64, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x15, 0x64, 0x65, 0x66, 0x61, 0x75, |
| 0x6c, 0x74, 0x44, 0x72, 0x69, 0x66, 0x74, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, |
| 0x1a, 0x6f, 0x0a, 0x14, 0x44, 0x72, 0x69, 0x66, 0x74, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, |
| 0x6c, 0x64, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, 0x18, |
| 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x41, 0x0a, 0x05, 0x76, 0x61, |
| 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x67, 0x6f, 0x6f, 0x67, |
| 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, |
| 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, |
| 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, 0x38, |
| 0x01, 0x1a, 0x7f, 0x0a, 0x24, 0x41, 0x74, 0x74, 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, |
| 0x53, 0x63, 0x6f, 0x72, 0x65, 0x44, 0x72, 0x69, 0x66, 0x74, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, |
| 0x6f, 0x6c, 0x64, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, |
| 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x41, 0x0a, 0x05, 0x76, |
| 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2b, 0x2e, 0x67, 0x6f, 0x6f, |
| 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, |
| 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x54, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, |
| 0x64, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, |
| 0x38, 0x01, 0x1a, 0x8c, 0x05, 0x0a, 0x11, 0x45, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, |
| 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x3a, 0x0a, 0x19, 0x65, 0x6e, 0x61, 0x62, |
| 0x6c, 0x65, 0x5f, 0x66, 0x65, 0x61, 0x74, 0x75, 0x72, 0x65, 0x5f, 0x61, 0x74, 0x74, 0x72, 0x69, |
| 0x62, 0x75, 0x74, 0x65, 0x73, 0x18, 0x01, 0x20, 0x01, 0x28, 0x08, 0x52, 0x17, 0x65, 0x6e, 0x61, |
| 0x62, 0x6c, 0x65, 0x46, 0x65, 0x61, 0x74, 0x75, 0x72, 0x65, 0x41, 0x74, 0x74, 0x72, 0x69, 0x62, |
| 0x75, 0x74, 0x65, 0x73, 0x12, 0x93, 0x01, 0x0a, 0x14, 0x65, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, |
| 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x62, 0x61, 0x73, 0x65, 0x6c, 0x69, 0x6e, 0x65, 0x18, 0x02, 0x20, |
| 0x01, 0x28, 0x0b, 0x32, 0x60, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, |
| 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, |
| 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, |
| 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, |
| 0x45, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, |
| 0x67, 0x2e, 0x45, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x42, 0x61, 0x73, |
| 0x65, 0x6c, 0x69, 0x6e, 0x65, 0x52, 0x13, 0x65, 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, |
| 0x6f, 0x6e, 0x42, 0x61, 0x73, 0x65, 0x6c, 0x69, 0x6e, 0x65, 0x1a, 0xa4, 0x03, 0x0a, 0x13, 0x45, |
| 0x78, 0x70, 0x6c, 0x61, 0x6e, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x42, 0x61, 0x73, 0x65, 0x6c, 0x69, |
| 0x6e, 0x65, 0x12, 0x3e, 0x0a, 0x03, 0x67, 0x63, 0x73, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, |
| 0x2a, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, |
| 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x47, 0x63, 0x73, |
| 0x44, 0x65, 0x73, 0x74, 0x69, 0x6e, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x48, 0x00, 0x52, 0x03, 0x67, |
| 0x63, 0x73, 0x12, 0x4d, 0x0a, 0x08, 0x62, 0x69, 0x67, 0x71, 0x75, 0x65, 0x72, 0x79, 0x18, 0x03, |
| 0x20, 0x01, 0x28, 0x0b, 0x32, 0x2f, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, |
| 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, |
| 0x31, 0x2e, 0x42, 0x69, 0x67, 0x51, 0x75, 0x65, 0x72, 0x79, 0x44, 0x65, 0x73, 0x74, 0x69, 0x6e, |
| 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x48, 0x00, 0x52, 0x08, 0x62, 0x69, 0x67, 0x71, 0x75, 0x65, 0x72, |
| 0x79, 0x12, 0x9e, 0x01, 0x0a, 0x11, 0x70, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, |
| 0x5f, 0x66, 0x6f, 0x72, 0x6d, 0x61, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0e, 0x32, 0x71, 0x2e, |
| 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, |
| 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, |
| 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x4f, 0x62, 0x6a, 0x65, 0x63, 0x74, |
| 0x69, 0x76, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x45, 0x78, 0x70, 0x6c, 0x61, 0x6e, |
| 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x45, 0x78, 0x70, 0x6c, |
| 0x61, 0x6e, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x42, 0x61, 0x73, 0x65, 0x6c, 0x69, 0x6e, 0x65, 0x2e, |
| 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x46, 0x6f, 0x72, 0x6d, 0x61, 0x74, |
| 0x52, 0x10, 0x70, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x46, 0x6f, 0x72, 0x6d, |
| 0x61, 0x74, 0x22, 0x4e, 0x0a, 0x10, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, |
| 0x46, 0x6f, 0x72, 0x6d, 0x61, 0x74, 0x12, 0x21, 0x0a, 0x1d, 0x50, 0x52, 0x45, 0x44, 0x49, 0x43, |
| 0x54, 0x49, 0x4f, 0x4e, 0x5f, 0x46, 0x4f, 0x52, 0x4d, 0x41, 0x54, 0x5f, 0x55, 0x4e, 0x53, 0x50, |
| 0x45, 0x43, 0x49, 0x46, 0x49, 0x45, 0x44, 0x10, 0x00, 0x12, 0x09, 0x0a, 0x05, 0x4a, 0x53, 0x4f, |
| 0x4e, 0x4c, 0x10, 0x02, 0x12, 0x0c, 0x0a, 0x08, 0x42, 0x49, 0x47, 0x51, 0x55, 0x45, 0x52, 0x59, |
| 0x10, 0x03, 0x42, 0x0d, 0x0a, 0x0b, 0x64, 0x65, 0x73, 0x74, 0x69, 0x6e, 0x61, 0x74, 0x69, 0x6f, |
| 0x6e, 0x22, 0xe3, 0x02, 0x0a, 0x1a, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, |
| 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x41, 0x6c, 0x65, 0x72, 0x74, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, |
| 0x12, 0x77, 0x0a, 0x12, 0x65, 0x6d, 0x61, 0x69, 0x6c, 0x5f, 0x61, 0x6c, 0x65, 0x72, 0x74, 0x5f, |
| 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x47, 0x2e, 0x67, |
| 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, |
| 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, |
| 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x41, 0x6c, 0x65, 0x72, 0x74, 0x43, 0x6f, |
| 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x45, 0x6d, 0x61, 0x69, 0x6c, 0x41, 0x6c, 0x65, 0x72, 0x74, 0x43, |
| 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x48, 0x00, 0x52, 0x10, 0x65, 0x6d, 0x61, 0x69, 0x6c, 0x41, 0x6c, |
| 0x65, 0x72, 0x74, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x25, 0x0a, 0x0e, 0x65, 0x6e, 0x61, |
| 0x62, 0x6c, 0x65, 0x5f, 0x6c, 0x6f, 0x67, 0x67, 0x69, 0x6e, 0x67, 0x18, 0x02, 0x20, 0x01, 0x28, |
| 0x08, 0x52, 0x0d, 0x65, 0x6e, 0x61, 0x62, 0x6c, 0x65, 0x4c, 0x6f, 0x67, 0x67, 0x69, 0x6e, 0x67, |
| 0x12, 0x67, 0x0a, 0x15, 0x6e, 0x6f, 0x74, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, |
| 0x5f, 0x63, 0x68, 0x61, 0x6e, 0x6e, 0x65, 0x6c, 0x73, 0x18, 0x03, 0x20, 0x03, 0x28, 0x09, 0x42, |
| 0x32, 0xfa, 0x41, 0x2f, 0x0a, 0x2d, 0x6d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, |
| 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, |
| 0x4e, 0x6f, 0x74, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x68, 0x61, 0x6e, |
| 0x6e, 0x65, 0x6c, 0x52, 0x14, 0x6e, 0x6f, 0x74, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, |
| 0x6e, 0x43, 0x68, 0x61, 0x6e, 0x6e, 0x65, 0x6c, 0x73, 0x1a, 0x33, 0x0a, 0x10, 0x45, 0x6d, 0x61, |
| 0x69, 0x6c, 0x41, 0x6c, 0x65, 0x72, 0x74, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x1f, 0x0a, |
| 0x0b, 0x75, 0x73, 0x65, 0x72, 0x5f, 0x65, 0x6d, 0x61, 0x69, 0x6c, 0x73, 0x18, 0x01, 0x20, 0x03, |
| 0x28, 0x09, 0x52, 0x0a, 0x75, 0x73, 0x65, 0x72, 0x45, 0x6d, 0x61, 0x69, 0x6c, 0x73, 0x42, 0x07, |
| 0x0a, 0x05, 0x61, 0x6c, 0x65, 0x72, 0x74, 0x22, 0x36, 0x0a, 0x0f, 0x54, 0x68, 0x72, 0x65, 0x73, |
| 0x68, 0x6f, 0x6c, 0x64, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x16, 0x0a, 0x05, 0x76, 0x61, |
| 0x6c, 0x75, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x01, 0x48, 0x00, 0x52, 0x05, 0x76, 0x61, 0x6c, |
| 0x75, 0x65, 0x42, 0x0b, 0x0a, 0x09, 0x74, 0x68, 0x72, 0x65, 0x73, 0x68, 0x6f, 0x6c, 0x64, 0x22, |
| 0xbc, 0x01, 0x0a, 0x10, 0x53, 0x61, 0x6d, 0x70, 0x6c, 0x69, 0x6e, 0x67, 0x53, 0x74, 0x72, 0x61, |
| 0x74, 0x65, 0x67, 0x79, 0x12, 0x71, 0x0a, 0x14, 0x72, 0x61, 0x6e, 0x64, 0x6f, 0x6d, 0x5f, 0x73, |
| 0x61, 0x6d, 0x70, 0x6c, 0x65, 0x5f, 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x18, 0x01, 0x20, 0x01, |
| 0x28, 0x0b, 0x32, 0x3f, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, |
| 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, |
| 0x53, 0x61, 0x6d, 0x70, 0x6c, 0x69, 0x6e, 0x67, 0x53, 0x74, 0x72, 0x61, 0x74, 0x65, 0x67, 0x79, |
| 0x2e, 0x52, 0x61, 0x6e, 0x64, 0x6f, 0x6d, 0x53, 0x61, 0x6d, 0x70, 0x6c, 0x65, 0x43, 0x6f, 0x6e, |
| 0x66, 0x69, 0x67, 0x52, 0x12, 0x72, 0x61, 0x6e, 0x64, 0x6f, 0x6d, 0x53, 0x61, 0x6d, 0x70, 0x6c, |
| 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x1a, 0x35, 0x0a, 0x12, 0x52, 0x61, 0x6e, 0x64, 0x6f, |
| 0x6d, 0x53, 0x61, 0x6d, 0x70, 0x6c, 0x65, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x12, 0x1f, 0x0a, |
| 0x0b, 0x73, 0x61, 0x6d, 0x70, 0x6c, 0x65, 0x5f, 0x72, 0x61, 0x74, 0x65, 0x18, 0x01, 0x20, 0x01, |
| 0x28, 0x01, 0x52, 0x0a, 0x73, 0x61, 0x6d, 0x70, 0x6c, 0x65, 0x52, 0x61, 0x74, 0x65, 0x42, 0xc4, |
| 0x02, 0xea, 0x41, 0x6f, 0x0a, 0x2d, 0x6d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, |
| 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, |
| 0x4e, 0x6f, 0x74, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x68, 0x61, 0x6e, |
| 0x6e, 0x65, 0x6c, 0x12, 0x3e, 0x70, 0x72, 0x6f, 0x6a, 0x65, 0x63, 0x74, 0x73, 0x2f, 0x7b, 0x70, |
| 0x72, 0x6f, 0x6a, 0x65, 0x63, 0x74, 0x7d, 0x2f, 0x6e, 0x6f, 0x74, 0x69, 0x66, 0x69, 0x63, 0x61, |
| 0x74, 0x69, 0x6f, 0x6e, 0x43, 0x68, 0x61, 0x6e, 0x6e, 0x65, 0x6c, 0x73, 0x2f, 0x7b, 0x6e, 0x6f, |
| 0x74, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x63, 0x68, 0x61, 0x6e, 0x6e, |
| 0x65, 0x6c, 0x7d, 0x0a, 0x1e, 0x63, 0x6f, 0x6d, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, |
| 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, |
| 0x2e, 0x76, 0x31, 0x42, 0x14, 0x4d, 0x6f, 0x64, 0x65, 0x6c, 0x4d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, |
| 0x72, 0x69, 0x6e, 0x67, 0x50, 0x72, 0x6f, 0x74, 0x6f, 0x50, 0x01, 0x5a, 0x3e, 0x63, 0x6c, 0x6f, |
| 0x75, 0x64, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x67, 0x6f, |
| 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x61, 0x70, 0x69, 0x76, |
| 0x31, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x70, 0x62, 0x3b, 0x61, |
| 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x70, 0x62, 0xaa, 0x02, 0x1a, 0x47, 0x6f, |
| 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x41, 0x49, 0x50, 0x6c, 0x61, |
| 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x56, 0x31, 0xca, 0x02, 0x1a, 0x47, 0x6f, 0x6f, 0x67, 0x6c, |
| 0x65, 0x5c, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x5c, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, 0x66, 0x6f, |
| 0x72, 0x6d, 0x5c, 0x56, 0x31, 0xea, 0x02, 0x1d, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x3a, 0x3a, |
| 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x3a, 0x3a, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, |
| 0x6d, 0x3a, 0x3a, 0x56, 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, |
| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData = file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes = make([]protoimpl.EnumInfo, 1) |
| var file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes = make([]protoimpl.MessageInfo, 15) |
| var file_google_cloud_aiplatform_v1_model_monitoring_proto_goTypes = []interface{}{ |
| (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat)(0), // 0: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat |
| (*ModelMonitoringObjectiveConfig)(nil), // 1: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig |
| (*ModelMonitoringAlertConfig)(nil), // 2: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig |
| (*ThresholdConfig)(nil), // 3: google.cloud.aiplatform.v1.ThresholdConfig |
| (*SamplingStrategy)(nil), // 4: google.cloud.aiplatform.v1.SamplingStrategy |
| (*ModelMonitoringObjectiveConfig_TrainingDataset)(nil), // 5: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset |
| (*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig)(nil), // 6: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig |
| (*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig)(nil), // 7: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig |
| (*ModelMonitoringObjectiveConfig_ExplanationConfig)(nil), // 8: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig |
| nil, // 9: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.SkewThresholdsEntry |
| nil, // 10: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.AttributionScoreSkewThresholdsEntry |
| nil, // 11: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.DriftThresholdsEntry |
| nil, // 12: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.AttributionScoreDriftThresholdsEntry |
| (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline)(nil), // 13: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline |
| (*ModelMonitoringAlertConfig_EmailAlertConfig)(nil), // 14: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig.EmailAlertConfig |
| (*SamplingStrategy_RandomSampleConfig)(nil), // 15: google.cloud.aiplatform.v1.SamplingStrategy.RandomSampleConfig |
| (*GcsSource)(nil), // 16: google.cloud.aiplatform.v1.GcsSource |
| (*BigQuerySource)(nil), // 17: google.cloud.aiplatform.v1.BigQuerySource |
| (*GcsDestination)(nil), // 18: google.cloud.aiplatform.v1.GcsDestination |
| (*BigQueryDestination)(nil), // 19: google.cloud.aiplatform.v1.BigQueryDestination |
| } |
| var file_google_cloud_aiplatform_v1_model_monitoring_proto_depIdxs = []int32{ |
| 5, // 0: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.training_dataset:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset |
| 6, // 1: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.training_prediction_skew_detection_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig |
| 7, // 2: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.prediction_drift_detection_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig |
| 8, // 3: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.explanation_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig |
| 14, // 4: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig.email_alert_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringAlertConfig.EmailAlertConfig |
| 15, // 5: google.cloud.aiplatform.v1.SamplingStrategy.random_sample_config:type_name -> google.cloud.aiplatform.v1.SamplingStrategy.RandomSampleConfig |
| 16, // 6: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset.gcs_source:type_name -> google.cloud.aiplatform.v1.GcsSource |
| 17, // 7: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset.bigquery_source:type_name -> google.cloud.aiplatform.v1.BigQuerySource |
| 4, // 8: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset.logging_sampling_strategy:type_name -> google.cloud.aiplatform.v1.SamplingStrategy |
| 9, // 9: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.skew_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.SkewThresholdsEntry |
| 10, // 10: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.attribution_score_skew_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.AttributionScoreSkewThresholdsEntry |
| 3, // 11: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.default_skew_threshold:type_name -> google.cloud.aiplatform.v1.ThresholdConfig |
| 11, // 12: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.drift_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.DriftThresholdsEntry |
| 12, // 13: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.attribution_score_drift_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.AttributionScoreDriftThresholdsEntry |
| 3, // 14: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.default_drift_threshold:type_name -> google.cloud.aiplatform.v1.ThresholdConfig |
| 13, // 15: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.explanation_baseline:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline |
| 3, // 16: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.SkewThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig |
| 3, // 17: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.AttributionScoreSkewThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig |
| 3, // 18: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.DriftThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig |
| 3, // 19: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.AttributionScoreDriftThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig |
| 18, // 20: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.gcs:type_name -> google.cloud.aiplatform.v1.GcsDestination |
| 19, // 21: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.bigquery:type_name -> google.cloud.aiplatform.v1.BigQueryDestination |
| 0, // 22: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.prediction_format:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat |
| 23, // [23:23] is the sub-list for method output_type |
| 23, // [23:23] is the sub-list for method input_type |
| 23, // [23:23] is the sub-list for extension type_name |
| 23, // [23:23] is the sub-list for extension extendee |
| 0, // [0:23] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1_model_monitoring_proto_init() } |
| func file_google_cloud_aiplatform_v1_model_monitoring_proto_init() { |
| if File_google_cloud_aiplatform_v1_model_monitoring_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1_io_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringObjectiveConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringAlertConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ThresholdConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*SamplingStrategy); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringObjectiveConfig_TrainingDataset); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringObjectiveConfig_ExplanationConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*ModelMonitoringAlertConfig_EmailAlertConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*SamplingStrategy_RandomSampleConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1].OneofWrappers = []interface{}{ |
| (*ModelMonitoringAlertConfig_EmailAlertConfig_)(nil), |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2].OneofWrappers = []interface{}{ |
| (*ThresholdConfig_Value)(nil), |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4].OneofWrappers = []interface{}{ |
| (*ModelMonitoringObjectiveConfig_TrainingDataset_Dataset)(nil), |
| (*ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource)(nil), |
| (*ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource)(nil), |
| } |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12].OneofWrappers = []interface{}{ |
| (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs)(nil), |
| (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery)(nil), |
| } |
| type x struct{} |
| out := protoimpl.TypeBuilder{ |
| File: protoimpl.DescBuilder{ |
| GoPackagePath: reflect.TypeOf(x{}).PkgPath(), |
| RawDescriptor: file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc, |
| NumEnums: 1, |
| NumMessages: 15, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1_model_monitoring_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1_model_monitoring_proto_depIdxs, |
| EnumInfos: file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes, |
| MessageInfos: file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1_model_monitoring_proto = out.File |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1_model_monitoring_proto_depIdxs = nil |
| } |