aiplatformpb

package
v0.0.0-...-7cd1b21 Latest Latest
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 Go to latest Published: Feb 8, 2025 License: Apache-2.0 Imports: 22 Imported by: 0

Documentation

Overview

Package aiplatformpb is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Package aiplatformpb is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Package aiplatformpb is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Index

Constants

This section is empty.

Variables

View Source 
var (
	AcceleratorType_name = map[int32]string{
		0:  "ACCELERATOR_TYPE_UNSPECIFIED",
		1:  "NVIDIA_TESLA_K80",
		2:  "NVIDIA_TESLA_P100",
		3:  "NVIDIA_TESLA_V100",
		4:  "NVIDIA_TESLA_P4",
		5:  "NVIDIA_TESLA_T4",
		8:  "NVIDIA_TESLA_A100",
		9:  "NVIDIA_A100_80GB",
		11: "NVIDIA_L4",
		13: "NVIDIA_H100_80GB",
		6:  "TPU_V2",
		7:  "TPU_V3",
		10: "TPU_V4_POD",
		12: "TPU_V5_LITEPOD",
	}
	AcceleratorType_value = map[string]int32{
		"ACCELERATOR_TYPE_UNSPECIFIED": 0,
		"NVIDIA_TESLA_K80":             1,
		"NVIDIA_TESLA_P100":            2,
		"NVIDIA_TESLA_V100":            3,
		"NVIDIA_TESLA_P4":              4,
		"NVIDIA_TESLA_T4":              5,
		"NVIDIA_TESLA_A100":            8,
		"NVIDIA_A100_80GB":             9,
		"NVIDIA_L4":                    11,
		"NVIDIA_H100_80GB":             13,
		"TPU_V2":                       6,
		"TPU_V3":                       7,
		"TPU_V4_POD":                   10,
		"TPU_V5_LITEPOD":               12,
	}
)

Enum value maps for AcceleratorType.

View Source 
var (
	Examples_ExampleGcsSource_DataFormat_name = map[int32]string{
		0: "DATA_FORMAT_UNSPECIFIED",
		1: "JSONL",
	}
	Examples_ExampleGcsSource_DataFormat_value = map[string]int32{
		"DATA_FORMAT_UNSPECIFIED": 0,
		"JSONL":                   1,
	}
)

Enum value maps for Examples_ExampleGcsSource_DataFormat.

View Source 
var (
	Presets_Query_name = map[int32]string{
		0: "PRECISE",
		1: "FAST",
	}
	Presets_Query_value = map[string]int32{
		"PRECISE": 0,
		"FAST":    1,
	}
)

Enum value maps for Presets_Query.

View Source 
var (
	Presets_Modality_name = map[int32]string{
		0: "MODALITY_UNSPECIFIED",
		1: "IMAGE",
		2: "TEXT",
		3: "TABULAR",
	}
	Presets_Modality_value = map[string]int32{
		"MODALITY_UNSPECIFIED": 0,
		"IMAGE":                1,
		"TEXT":                 2,
		"TABULAR":              3,
	}
)

Enum value maps for Presets_Modality.

View Source 
var (
	ExamplesOverride_DataFormat_name = map[int32]string{
		0: "DATA_FORMAT_UNSPECIFIED",
		1: "INSTANCES",
		2: "EMBEDDINGS",
	}
	ExamplesOverride_DataFormat_value = map[string]int32{
		"DATA_FORMAT_UNSPECIFIED": 0,
		"INSTANCES":               1,
		"EMBEDDINGS":              2,
	}
)

Enum value maps for ExamplesOverride_DataFormat.

View Source 
var (
	ExplanationMetadata_InputMetadata_Encoding_name = map[int32]string{
		0: "ENCODING_UNSPECIFIED",
		1: "IDENTITY",
		2: "BAG_OF_FEATURES",
		3: "BAG_OF_FEATURES_SPARSE",
		4: "INDICATOR",
		5: "COMBINED_EMBEDDING",
		6: "CONCAT_EMBEDDING",
	}
	ExplanationMetadata_InputMetadata_Encoding_value = map[string]int32{
		"ENCODING_UNSPECIFIED":   0,
		"IDENTITY":               1,
		"BAG_OF_FEATURES":        2,
		"BAG_OF_FEATURES_SPARSE": 3,
		"INDICATOR":              4,
		"COMBINED_EMBEDDING":     5,
		"CONCAT_EMBEDDING":       6,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Encoding.

View Source 
var (
	ExplanationMetadata_InputMetadata_Visualization_Type_name = map[int32]string{
		0: "TYPE_UNSPECIFIED",
		1: "PIXELS",
		2: "OUTLINES",
	}
	ExplanationMetadata_InputMetadata_Visualization_Type_value = map[string]int32{
		"TYPE_UNSPECIFIED": 0,
		"PIXELS":           1,
		"OUTLINES":         2,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_Type.

View Source 
var (
	ExplanationMetadata_InputMetadata_Visualization_Polarity_name = map[int32]string{
		0: "POLARITY_UNSPECIFIED",
		1: "POSITIVE",
		2: "NEGATIVE",
		3: "BOTH",
	}
	ExplanationMetadata_InputMetadata_Visualization_Polarity_value = map[string]int32{
		"POLARITY_UNSPECIFIED": 0,
		"POSITIVE":             1,
		"NEGATIVE":             2,
		"BOTH":                 3,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_Polarity.

View Source 
var (
	ExplanationMetadata_InputMetadata_Visualization_ColorMap_name = map[int32]string{
		0: "COLOR_MAP_UNSPECIFIED",
		1: "PINK_GREEN",
		2: "VIRIDIS",
		3: "RED",
		4: "GREEN",
		6: "RED_GREEN",
		5: "PINK_WHITE_GREEN",
	}
	ExplanationMetadata_InputMetadata_Visualization_ColorMap_value = map[string]int32{
		"COLOR_MAP_UNSPECIFIED": 0,
		"PINK_GREEN":            1,
		"VIRIDIS":               2,
		"RED":                   3,
		"GREEN":                 4,
		"RED_GREEN":             6,
		"PINK_WHITE_GREEN":      5,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_ColorMap.

View Source 
var (
	ExplanationMetadata_InputMetadata_Visualization_OverlayType_name = map[int32]string{
		0: "OVERLAY_TYPE_UNSPECIFIED",
		1: "NONE",
		2: "ORIGINAL",
		3: "GRAYSCALE",
		4: "MASK_BLACK",
	}
	ExplanationMetadata_InputMetadata_Visualization_OverlayType_value = map[string]int32{
		"OVERLAY_TYPE_UNSPECIFIED": 0,
		"NONE":                     1,
		"ORIGINAL":                 2,
		"GRAYSCALE":                3,
		"MASK_BLACK":               4,
	}
)

Enum value maps for ExplanationMetadata_InputMetadata_Visualization_OverlayType.

View Source 
var (
	GoogleDriveSource_ResourceId_ResourceType_name = map[int32]string{
		0: "RESOURCE_TYPE_UNSPECIFIED",
		1: "RESOURCE_TYPE_FILE",
		2: "RESOURCE_TYPE_FOLDER",
	}
	GoogleDriveSource_ResourceId_ResourceType_value = map[string]int32{
		"RESOURCE_TYPE_UNSPECIFIED": 0,
		"RESOURCE_TYPE_FILE":        1,
		"RESOURCE_TYPE_FOLDER":      2,
	}
)

Enum value maps for GoogleDriveSource_ResourceId_ResourceType.

View Source 
var (
	TensorboardTimeSeries_ValueType_name = map[int32]string{
		0: "VALUE_TYPE_UNSPECIFIED",
		1: "SCALAR",
		2: "TENSOR",
		3: "BLOB_SEQUENCE",
	}
	TensorboardTimeSeries_ValueType_value = map[string]int32{
		"VALUE_TYPE_UNSPECIFIED": 0,
		"SCALAR":                 1,
		"TENSOR":                 2,
		"BLOB_SEQUENCE":          3,
	}
)

Enum value maps for TensorboardTimeSeries_ValueType.

View Source 
var DatasetService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "mockgcp.cloud.aiplatform.v1beta1.DatasetService",
	HandlerType: (*DatasetServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "CreateDataset",
			Handler:    _DatasetService_CreateDataset_Handler,
		},
		{
			MethodName: "GetDataset",
			Handler:    _DatasetService_GetDataset_Handler,
		},
		{
			MethodName: "UpdateDataset",
			Handler:    _DatasetService_UpdateDataset_Handler,
		},
		{
			MethodName: "ListDatasets",
			Handler:    _DatasetService_ListDatasets_Handler,
		},
		{
			MethodName: "DeleteDataset",
			Handler:    _DatasetService_DeleteDataset_Handler,
		},
		{
			MethodName: "ImportData",
			Handler:    _DatasetService_ImportData_Handler,
		},
		{
			MethodName: "ExportData",
			Handler:    _DatasetService_ExportData_Handler,
		},
		{
			MethodName: "CreateDatasetVersion",
			Handler:    _DatasetService_CreateDatasetVersion_Handler,
		},
		{
			MethodName: "UpdateDatasetVersion",
			Handler:    _DatasetService_UpdateDatasetVersion_Handler,
		},
		{
			MethodName: "DeleteDatasetVersion",
			Handler:    _DatasetService_DeleteDatasetVersion_Handler,
		},
		{
			MethodName: "GetDatasetVersion",
			Handler:    _DatasetService_GetDatasetVersion_Handler,
		},
		{
			MethodName: "ListDatasetVersions",
			Handler:    _DatasetService_ListDatasetVersions_Handler,
		},
		{
			MethodName: "RestoreDatasetVersion",
			Handler:    _DatasetService_RestoreDatasetVersion_Handler,
		},
		{
			MethodName: "ListDataItems",
			Handler:    _DatasetService_ListDataItems_Handler,
		},
		{
			MethodName: "SearchDataItems",
			Handler:    _DatasetService_SearchDataItems_Handler,
		},
		{
			MethodName: "ListSavedQueries",
			Handler:    _DatasetService_ListSavedQueries_Handler,
		},
		{
			MethodName: "DeleteSavedQuery",
			Handler:    _DatasetService_DeleteSavedQuery_Handler,
		},
		{
			MethodName: "GetAnnotationSpec",
			Handler:    _DatasetService_GetAnnotationSpec_Handler,
		},
		{
			MethodName: "ListAnnotations",
			Handler:    _DatasetService_ListAnnotations_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "mockgcp/cloud/aiplatform/v1beta1/dataset_service.proto",
}

DatasetService_ServiceDesc is the grpc.ServiceDesc for DatasetService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var EndpointService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "mockgcp.cloud.aiplatform.v1beta1.EndpointService",
	HandlerType: (*EndpointServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "CreateEndpoint",
			Handler:    _EndpointService_CreateEndpoint_Handler,
		},
		{
			MethodName: "GetEndpoint",
			Handler:    _EndpointService_GetEndpoint_Handler,
		},
		{
			MethodName: "ListEndpoints",
			Handler:    _EndpointService_ListEndpoints_Handler,
		},
		{
			MethodName: "UpdateEndpoint",
			Handler:    _EndpointService_UpdateEndpoint_Handler,
		},
		{
			MethodName: "DeleteEndpoint",
			Handler:    _EndpointService_DeleteEndpoint_Handler,
		},
		{
			MethodName: "DeployModel",
			Handler:    _EndpointService_DeployModel_Handler,
		},
		{
			MethodName: "UndeployModel",
			Handler:    _EndpointService_UndeployModel_Handler,
		},
		{
			MethodName: "MutateDeployedModel",
			Handler:    _EndpointService_MutateDeployedModel_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "mockgcp/cloud/aiplatform/v1beta1/endpoint_service.proto",
}

EndpointService_ServiceDesc is the grpc.ServiceDesc for EndpointService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_accelerator_type_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_annotation_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_annotation_spec_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_api_auth_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_data_item_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_dataset_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_dataset_service_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_dataset_version_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_encryption_spec_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_endpoint_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_endpoint_service_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_explanation_metadata_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_explanation_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_io_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_machine_resources_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_operation_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_saved_query_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_tensorboard_data_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_tensorboard_experiment_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_tensorboard_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_tensorboard_run_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_tensorboard_service_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_tensorboard_time_series_proto protoreflect.FileDescriptor
View Source 
var File_mockgcp_cloud_aiplatform_v1beta1_user_action_reference_proto protoreflect.FileDescriptor
View Source 
var TensorboardService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "mockgcp.cloud.aiplatform.v1beta1.TensorboardService",
	HandlerType: (*TensorboardServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "CreateTensorboard",
			Handler:    _TensorboardService_CreateTensorboard_Handler,
		},
		{
			MethodName: "GetTensorboard",
			Handler:    _TensorboardService_GetTensorboard_Handler,
		},
		{
			MethodName: "UpdateTensorboard",
			Handler:    _TensorboardService_UpdateTensorboard_Handler,
		},
		{
			MethodName: "ListTensorboards",
			Handler:    _TensorboardService_ListTensorboards_Handler,
		},
		{
			MethodName: "DeleteTensorboard",
			Handler:    _TensorboardService_DeleteTensorboard_Handler,
		},
		{
			MethodName: "ReadTensorboardUsage",
			Handler:    _TensorboardService_ReadTensorboardUsage_Handler,
		},
		{
			MethodName: "ReadTensorboardSize",
			Handler:    _TensorboardService_ReadTensorboardSize_Handler,
		},
		{
			MethodName: "CreateTensorboardExperiment",
			Handler:    _TensorboardService_CreateTensorboardExperiment_Handler,
		},
		{
			MethodName: "GetTensorboardExperiment",
			Handler:    _TensorboardService_GetTensorboardExperiment_Handler,
		},
		{
			MethodName: "UpdateTensorboardExperiment",
			Handler:    _TensorboardService_UpdateTensorboardExperiment_Handler,
		},
		{
			MethodName: "ListTensorboardExperiments",
			Handler:    _TensorboardService_ListTensorboardExperiments_Handler,
		},
		{
			MethodName: "DeleteTensorboardExperiment",
			Handler:    _TensorboardService_DeleteTensorboardExperiment_Handler,
		},
		{
			MethodName: "CreateTensorboardRun",
			Handler:    _TensorboardService_CreateTensorboardRun_Handler,
		},
		{
			MethodName: "BatchCreateTensorboardRuns",
			Handler:    _TensorboardService_BatchCreateTensorboardRuns_Handler,
		},
		{
			MethodName: "GetTensorboardRun",
			Handler:    _TensorboardService_GetTensorboardRun_Handler,
		},
		{
			MethodName: "UpdateTensorboardRun",
			Handler:    _TensorboardService_UpdateTensorboardRun_Handler,
		},
		{
			MethodName: "ListTensorboardRuns",
			Handler:    _TensorboardService_ListTensorboardRuns_Handler,
		},
		{
			MethodName: "DeleteTensorboardRun",
			Handler:    _TensorboardService_DeleteTensorboardRun_Handler,
		},
		{
			MethodName: "BatchCreateTensorboardTimeSeries",
			Handler:    _TensorboardService_BatchCreateTensorboardTimeSeries_Handler,
		},
		{
			MethodName: "CreateTensorboardTimeSeries",
			Handler:    _TensorboardService_CreateTensorboardTimeSeries_Handler,
		},
		{
			MethodName: "GetTensorboardTimeSeries",
			Handler:    _TensorboardService_GetTensorboardTimeSeries_Handler,
		},
		{
			MethodName: "UpdateTensorboardTimeSeries",
			Handler:    _TensorboardService_UpdateTensorboardTimeSeries_Handler,
		},
		{
			MethodName: "ListTensorboardTimeSeries",
			Handler:    _TensorboardService_ListTensorboardTimeSeries_Handler,
		},
		{
			MethodName: "DeleteTensorboardTimeSeries",
			Handler:    _TensorboardService_DeleteTensorboardTimeSeries_Handler,
		},
		{
			MethodName: "BatchReadTensorboardTimeSeriesData",
			Handler:    _TensorboardService_BatchReadTensorboardTimeSeriesData_Handler,
		},
		{
			MethodName: "ReadTensorboardTimeSeriesData",
			Handler:    _TensorboardService_ReadTensorboardTimeSeriesData_Handler,
		},
		{
			MethodName: "WriteTensorboardExperimentData",
			Handler:    _TensorboardService_WriteTensorboardExperimentData_Handler,
		},
		{
			MethodName: "WriteTensorboardRunData",
			Handler:    _TensorboardService_WriteTensorboardRunData_Handler,
		},
		{
			MethodName: "ExportTensorboardTimeSeriesData",
			Handler:    _TensorboardService_ExportTensorboardTimeSeriesData_Handler,
		},
	},
	Streams: []grpc.StreamDesc{
		{
			StreamName:    "ReadTensorboardBlobData",
			Handler:       _TensorboardService_ReadTensorboardBlobData_Handler,
			ServerStreams: true,
		},
	},
	Metadata: "mockgcp/cloud/aiplatform/v1beta1/tensorboard_service.proto",
}

TensorboardService_ServiceDesc is the grpc.ServiceDesc for TensorboardService service. It's only intended for direct use with grpc.RegisterService, and not to be introspected or modified (even as a copy)

Functions

func RegisterDatasetServiceHandler 

func RegisterDatasetServiceHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.ClientConn) error

RegisterDatasetServiceHandler registers the http handlers for service DatasetService to "mux". The handlers forward requests to the grpc endpoint over "conn".

func RegisterDatasetServiceHandlerClient 

func RegisterDatasetServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux, client DatasetServiceClient) error

RegisterDatasetServiceHandlerClient registers the http handlers for service DatasetService to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "DatasetServiceClient". Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "DatasetServiceClient" doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in "DatasetServiceClient" to call the correct interceptors.

func RegisterDatasetServiceHandlerFromEndpoint 

func RegisterDatasetServiceHandlerFromEndpoint(ctx context.Context, mux *runtime.ServeMux, endpoint string, opts []grpc.DialOption) (err error)

RegisterDatasetServiceHandlerFromEndpoint is same as RegisterDatasetServiceHandler but automatically dials to "endpoint" and closes the connection when "ctx" gets done.

func RegisterDatasetServiceHandlerServer 

func RegisterDatasetServiceHandlerServer(ctx context.Context, mux *runtime.ServeMux, server DatasetServiceServer) error

RegisterDatasetServiceHandlerServer registers the http handlers for service DatasetService to "mux". UnaryRPC :call DatasetServiceServer directly. StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906. Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterDatasetServiceHandlerFromEndpoint instead.

func RegisterDatasetServiceServer 

func RegisterDatasetServiceServer(s grpc.ServiceRegistrar, srv DatasetServiceServer)

func RegisterEndpointServiceHandler 

func RegisterEndpointServiceHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.ClientConn) error

RegisterEndpointServiceHandler registers the http handlers for service EndpointService to "mux". The handlers forward requests to the grpc endpoint over "conn".

func RegisterEndpointServiceHandlerClient 

func RegisterEndpointServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux, client EndpointServiceClient) error

RegisterEndpointServiceHandlerClient registers the http handlers for service EndpointService to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "EndpointServiceClient". Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "EndpointServiceClient" doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in "EndpointServiceClient" to call the correct interceptors.

func RegisterEndpointServiceHandlerFromEndpoint 

func RegisterEndpointServiceHandlerFromEndpoint(ctx context.Context, mux *runtime.ServeMux, endpoint string, opts []grpc.DialOption) (err error)

RegisterEndpointServiceHandlerFromEndpoint is same as RegisterEndpointServiceHandler but automatically dials to "endpoint" and closes the connection when "ctx" gets done.

func RegisterEndpointServiceHandlerServer 

func RegisterEndpointServiceHandlerServer(ctx context.Context, mux *runtime.ServeMux, server EndpointServiceServer) error

RegisterEndpointServiceHandlerServer registers the http handlers for service EndpointService to "mux". UnaryRPC :call EndpointServiceServer directly. StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906. Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterEndpointServiceHandlerFromEndpoint instead.

func RegisterEndpointServiceServer 

func RegisterEndpointServiceServer(s grpc.ServiceRegistrar, srv EndpointServiceServer)

func RegisterTensorboardServiceHandler 

func RegisterTensorboardServiceHandler(ctx context.Context, mux *runtime.ServeMux, conn *grpc.ClientConn) error

RegisterTensorboardServiceHandler registers the http handlers for service TensorboardService to "mux". The handlers forward requests to the grpc endpoint over "conn".

func RegisterTensorboardServiceHandlerClient 

func RegisterTensorboardServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux, client TensorboardServiceClient) error

RegisterTensorboardServiceHandlerClient registers the http handlers for service TensorboardService to "mux". The handlers forward requests to the grpc endpoint over the given implementation of "TensorboardServiceClient". Note: the gRPC framework executes interceptors within the gRPC handler. If the passed in "TensorboardServiceClient" doesn't go through the normal gRPC flow (creating a gRPC client etc.) then it will be up to the passed in "TensorboardServiceClient" to call the correct interceptors.

func RegisterTensorboardServiceHandlerFromEndpoint 

func RegisterTensorboardServiceHandlerFromEndpoint(ctx context.Context, mux *runtime.ServeMux, endpoint string, opts []grpc.DialOption) (err error)

RegisterTensorboardServiceHandlerFromEndpoint is same as RegisterTensorboardServiceHandler but automatically dials to "endpoint" and closes the connection when "ctx" gets done.

func RegisterTensorboardServiceHandlerServer 

func RegisterTensorboardServiceHandlerServer(ctx context.Context, mux *runtime.ServeMux, server TensorboardServiceServer) error

RegisterTensorboardServiceHandlerServer registers the http handlers for service TensorboardService to "mux". UnaryRPC :call TensorboardServiceServer directly. StreamingRPC :currently unsupported pending https://github.com/grpc/grpc-go/issues/906. Note that using this registration option will cause many gRPC library features to stop working. Consider using RegisterTensorboardServiceHandlerFromEndpoint instead.

func RegisterTensorboardServiceServer 

func RegisterTensorboardServiceServer(s grpc.ServiceRegistrar, srv TensorboardServiceServer)

Types

type AcceleratorType 

type AcceleratorType int32

Represents a hardware accelerator type. 

const (
	// Unspecified accelerator type, which means no accelerator.
	AcceleratorType_ACCELERATOR_TYPE_UNSPECIFIED AcceleratorType = 0
	// Nvidia Tesla K80 GPU.
	AcceleratorType_NVIDIA_TESLA_K80 AcceleratorType = 1
	// Nvidia Tesla P100 GPU.
	AcceleratorType_NVIDIA_TESLA_P100 AcceleratorType = 2
	// Nvidia Tesla V100 GPU.
	AcceleratorType_NVIDIA_TESLA_V100 AcceleratorType = 3
	// Nvidia Tesla P4 GPU.
	AcceleratorType_NVIDIA_TESLA_P4 AcceleratorType = 4
	// Nvidia Tesla T4 GPU.
	AcceleratorType_NVIDIA_TESLA_T4 AcceleratorType = 5
	// Nvidia Tesla A100 GPU.
	AcceleratorType_NVIDIA_TESLA_A100 AcceleratorType = 8
	// Nvidia A100 80GB GPU.
	AcceleratorType_NVIDIA_A100_80GB AcceleratorType = 9
	// Nvidia L4 GPU.
	AcceleratorType_NVIDIA_L4 AcceleratorType = 11
	// Nvidia H100 80Gb GPU.
	AcceleratorType_NVIDIA_H100_80GB AcceleratorType = 13
	// TPU v2.
	AcceleratorType_TPU_V2 AcceleratorType = 6
	// TPU v3.
	AcceleratorType_TPU_V3 AcceleratorType = 7
	// TPU v4.
	AcceleratorType_TPU_V4_POD AcceleratorType = 10
	// TPU v5.
	AcceleratorType_TPU_V5_LITEPOD AcceleratorType = 12
)

func (AcceleratorType) Descriptor 

func (AcceleratorType) Descriptor() protoreflect.EnumDescriptor

func (AcceleratorType) Enum 

func (x AcceleratorType) Enum() *AcceleratorType

func (AcceleratorType) EnumDescriptor deprecated 

func (AcceleratorType) EnumDescriptor() ([]byte, []int)

Deprecated: Use AcceleratorType.Descriptor instead.

func (AcceleratorType) Number 

func (x AcceleratorType) Number() protoreflect.EnumNumber

func (AcceleratorType) String 

func (x AcceleratorType) String() string

func (AcceleratorType) Type 

func (AcceleratorType) Type() protoreflect.EnumType

type Annotation 

type Annotation struct {

	// Output only. Resource name of the Annotation.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Google Cloud Storage URI points to a YAML file describing
	// [payload][mockgcp.cloud.aiplatform.v1beta1.Annotation.payload]. The schema
	// is defined as an [OpenAPI 3.0.2 Schema
	// Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// The schema files that can be used here are found in
	// gs://google-cloud-aiplatform/schema/dataset/annotation/, note that the
	// chosen schema must be consistent with the parent Dataset's
	// [metadata][mockgcp.cloud.aiplatform.v1beta1.Dataset.metadata_schema_uri].
	PayloadSchemaUri string `protobuf:"bytes,2,opt,name=payload_schema_uri,json=payloadSchemaUri,proto3" json:"payload_schema_uri,omitempty"`
	// Required. The schema of the payload can be found in
	// [payload_schema][mockgcp.cloud.aiplatform.v1beta1.Annotation.payload_schema_uri].
	Payload *_struct.Value `protobuf:"bytes,3,opt,name=payload,proto3" json:"payload,omitempty"`
	// Output only. Timestamp when this Annotation was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this Annotation was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,7,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. Used to perform consistent read-modify-write updates. If not set,
	// a blind "overwrite" update happens.
	Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"`
	// Output only. The source of the Annotation.
	AnnotationSource *UserActionReference `protobuf:"bytes,5,opt,name=annotation_source,json=annotationSource,proto3" json:"annotation_source,omitempty"`
	// Optional. The labels with user-defined metadata to organize your
	// Annotations.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	// No more than 64 user labels can be associated with one Annotation(System
	// labels are excluded).
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable. Following system labels exist for each Annotation:
	//
	//   - "aiplatform.googleapis.com/annotation_set_name":
	//     optional, name of the UI's annotation set this Annotation belongs to.
	//     If not set, the Annotation is not visible in the UI.
	//
	//   - "aiplatform.googleapis.com/payload_schema":
	//     output only, its value is the
	//     [payload_schema's][mockgcp.cloud.aiplatform.v1beta1.Annotation.payload_schema_uri]
	//     title.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// contains filtered or unexported fields
}

Used to assign specific AnnotationSpec to a particular area of a DataItem or the whole part of the DataItem.

func (*Annotation) Descriptor deprecated 

func (*Annotation) Descriptor() ([]byte, []int)

Deprecated: Use Annotation.ProtoReflect.Descriptor instead.

func (*Annotation) GetAnnotationSource 

func (x *Annotation) GetAnnotationSource() *UserActionReference

func (*Annotation) GetCreateTime 

func (x *Annotation) GetCreateTime() *timestamp.Timestamp

func (*Annotation) GetEtag 

func (x *Annotation) GetEtag() string

func (*Annotation) GetLabels 

func (x *Annotation) GetLabels() map[string]string

func (*Annotation) GetName 

func (x *Annotation) GetName() string

func (*Annotation) GetPayload 

func (x *Annotation) GetPayload() *_struct.Value

func (*Annotation) GetPayloadSchemaUri 

func (x *Annotation) GetPayloadSchemaUri() string

func (*Annotation) GetUpdateTime 

func (x *Annotation) GetUpdateTime() *timestamp.Timestamp

func (*Annotation) ProtoMessage 

func (*Annotation) ProtoMessage()

func (*Annotation) ProtoReflect 

func (x *Annotation) ProtoReflect() protoreflect.Message

func (*Annotation) Reset 

func (x *Annotation) Reset()

func (*Annotation) String 

func (x *Annotation) String() string

type AnnotationSpec 

type AnnotationSpec struct {

	// Output only. Resource name of the AnnotationSpec.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The user-defined name of the AnnotationSpec.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Output only. Timestamp when this AnnotationSpec was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when AnnotationSpec was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. Used to perform consistent read-modify-write updates. If not set,
	// a blind "overwrite" update happens.
	Etag string `protobuf:"bytes,5,opt,name=etag,proto3" json:"etag,omitempty"`
	// contains filtered or unexported fields
}

Identifies a concept with which DataItems may be annotated with.

func (*AnnotationSpec) Descriptor deprecated 

func (*AnnotationSpec) Descriptor() ([]byte, []int)

Deprecated: Use AnnotationSpec.ProtoReflect.Descriptor instead.

func (*AnnotationSpec) GetCreateTime 

func (x *AnnotationSpec) GetCreateTime() *timestamp.Timestamp

func (*AnnotationSpec) GetDisplayName 

func (x *AnnotationSpec) GetDisplayName() string

func (*AnnotationSpec) GetEtag 

func (x *AnnotationSpec) GetEtag() string

func (*AnnotationSpec) GetName 

func (x *AnnotationSpec) GetName() string

func (*AnnotationSpec) GetUpdateTime 

func (x *AnnotationSpec) GetUpdateTime() *timestamp.Timestamp

func (*AnnotationSpec) ProtoMessage 

func (*AnnotationSpec) ProtoMessage()

func (*AnnotationSpec) ProtoReflect 

func (x *AnnotationSpec) ProtoReflect() protoreflect.Message

func (*AnnotationSpec) Reset 

func (x *AnnotationSpec) Reset()

func (*AnnotationSpec) String 

func (x *AnnotationSpec) String() string

type ApiAuth 

type ApiAuth struct {

	// The auth config.
	//
	// Types that are assignable to AuthConfig:
	//
	//	*ApiAuth_ApiKeyConfig_
	AuthConfig isApiAuth_AuthConfig `protobuf_oneof:"auth_config"`
	// contains filtered or unexported fields
}

The generic reusable api auth config.

func (*ApiAuth) Descriptor deprecated 

func (*ApiAuth) Descriptor() ([]byte, []int)

Deprecated: Use ApiAuth.ProtoReflect.Descriptor instead.

func (*ApiAuth) GetApiKeyConfig 

func (x *ApiAuth) GetApiKeyConfig() *ApiAuth_ApiKeyConfig

func (*ApiAuth) GetAuthConfig 

func (m *ApiAuth) GetAuthConfig() isApiAuth_AuthConfig

func (*ApiAuth) ProtoMessage 

func (*ApiAuth) ProtoMessage()

func (*ApiAuth) ProtoReflect 

func (x *ApiAuth) ProtoReflect() protoreflect.Message

func (*ApiAuth) Reset 

func (x *ApiAuth) Reset()

func (*ApiAuth) String 

func (x *ApiAuth) String() string

type ApiAuth_ApiKeyConfig 

type ApiAuth_ApiKeyConfig struct {

	// Required. The SecretManager secret version resource name storing API key.
	// e.g. projects/{project}/secrets/{secret}/versions/{version}
	ApiKeySecretVersion string `protobuf:"bytes,1,opt,name=api_key_secret_version,json=apiKeySecretVersion,proto3" json:"api_key_secret_version,omitempty"`
	// contains filtered or unexported fields
}

The API secret.

func (*ApiAuth_ApiKeyConfig) Descriptor deprecated 

func (*ApiAuth_ApiKeyConfig) Descriptor() ([]byte, []int)

Deprecated: Use ApiAuth_ApiKeyConfig.ProtoReflect.Descriptor instead.

func (*ApiAuth_ApiKeyConfig) GetApiKeySecretVersion 

func (x *ApiAuth_ApiKeyConfig) GetApiKeySecretVersion() string

func (*ApiAuth_ApiKeyConfig) ProtoMessage 

func (*ApiAuth_ApiKeyConfig) ProtoMessage()

func (*ApiAuth_ApiKeyConfig) ProtoReflect 

func (x *ApiAuth_ApiKeyConfig) ProtoReflect() protoreflect.Message

func (*ApiAuth_ApiKeyConfig) Reset 

func (x *ApiAuth_ApiKeyConfig) Reset()

func (*ApiAuth_ApiKeyConfig) String 

func (x *ApiAuth_ApiKeyConfig) String() string

type ApiAuth_ApiKeyConfig_ 

type ApiAuth_ApiKeyConfig_ struct {
	// The API secret.
	ApiKeyConfig *ApiAuth_ApiKeyConfig `protobuf:"bytes,1,opt,name=api_key_config,json=apiKeyConfig,proto3,oneof"`
}

type Attribution 

type Attribution struct {

	// Output only. Model predicted output if the input instance is constructed
	// from the baselines of all the features defined in
	// [ExplanationMetadata.inputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	// The field name of the output is determined by the key in
	// [ExplanationMetadata.outputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.outputs].
	//
	// If the Model's predicted output has multiple dimensions (rank > 1), this is
	// the value in the output located by
	// [output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index].
	//
	// If there are multiple baselines, their output values are averaged.
	BaselineOutputValue float64 `protobuf:"fixed64,1,opt,name=baseline_output_value,json=baselineOutputValue,proto3" json:"baseline_output_value,omitempty"`
	// Output only. Model predicted output on the corresponding [explanation
	// instance][ExplainRequest.instances]. The field name of the output is
	// determined by the key in
	// [ExplanationMetadata.outputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.outputs].
	//
	// If the Model predicted output has multiple dimensions, this is the value in
	// the output located by
	// [output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index].
	InstanceOutputValue float64 `protobuf:"fixed64,2,opt,name=instance_output_value,json=instanceOutputValue,proto3" json:"instance_output_value,omitempty"`
	// Output only. Attributions of each explained feature. Features are extracted
	// from the [prediction
	// instances][mockgcp.cloud.aiplatform.v1beta1.ExplainRequest.instances]
	// according to [explanation metadata for
	// inputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	//
	// The value is a struct, whose keys are the name of the feature. The values
	// are how much the feature in the
	// [instance][mockgcp.cloud.aiplatform.v1beta1.ExplainRequest.instances]
	// contributed to the predicted result.
	//
	// The format of the value is determined by the feature's input format:
	//
	//   - If the feature is a scalar value, the attribution value is a
	//     [floating number][google.protobuf.Value.number_value].
	//
	//   - If the feature is an array of scalar values, the attribution value is
	//     an [array][google.protobuf.Value.list_value].
	//
	//   - If the feature is a struct, the attribution value is a
	//     [struct][google.protobuf.Value.struct_value]. The keys in the
	//     attribution value struct are the same as the keys in the feature
	//     struct. The formats of the values in the attribution struct are
	//     determined by the formats of the values in the feature struct.
	//
	// The
	// [ExplanationMetadata.feature_attributions_schema_uri][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.feature_attributions_schema_uri]
	// field, pointed to by the
	// [ExplanationSpec][mockgcp.cloud.aiplatform.v1beta1.ExplanationSpec] field of
	// the
	// [Endpoint.deployed_models][mockgcp.cloud.aiplatform.v1beta1.Endpoint.deployed_models]
	// object, points to the schema file that describes the features and their
	// attribution values (if it is populated).
	FeatureAttributions *_struct.Value `protobuf:"bytes,3,opt,name=feature_attributions,json=featureAttributions,proto3" json:"feature_attributions,omitempty"`
	// Output only. The index that locates the explained prediction output.
	//
	// If the prediction output is a scalar value, output_index is not populated.
	// If the prediction output has multiple dimensions, the length of the
	// output_index list is the same as the number of dimensions of the output.
	// The i-th element in output_index is the element index of the i-th dimension
	// of the output vector. Indices start from 0.
	OutputIndex []int32 `protobuf:"varint,4,rep,packed,name=output_index,json=outputIndex,proto3" json:"output_index,omitempty"`
	// Output only. The display name of the output identified by
	// [output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index].
	// For example, the predicted class name by a multi-classification Model.
	//
	// This field is only populated iff the Model predicts display names as a
	// separate field along with the explained output. The predicted display name
	// must has the same shape of the explained output, and can be located using
	// output_index.
	OutputDisplayName string `protobuf:"bytes,5,opt,name=output_display_name,json=outputDisplayName,proto3" json:"output_display_name,omitempty"`
	// Output only. Error of
	// [feature_attributions][mockgcp.cloud.aiplatform.v1beta1.Attribution.feature_attributions]
	// caused by approximation used in the explanation method. Lower value means
	// more precise attributions.
	//
	// * For Sampled Shapley
	// [attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.sampled_shapley_attribution],
	// increasing
	// [path_count][mockgcp.cloud.aiplatform.v1beta1.SampledShapleyAttribution.path_count]
	// might reduce the error.
	// * For Integrated Gradients
	// [attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution],
	// increasing
	// [step_count][mockgcp.cloud.aiplatform.v1beta1.IntegratedGradientsAttribution.step_count]
	// might reduce the error.
	// * For [XRAI
	// attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.xrai_attribution],
	// increasing
	// [step_count][mockgcp.cloud.aiplatform.v1beta1.XraiAttribution.step_count]
	// might reduce the error.
	//
	// See [this introduction](/vertex-ai/docs/explainable-ai/overview)
	// for more information.
	ApproximationError float64 `protobuf:"fixed64,6,opt,name=approximation_error,json=approximationError,proto3" json:"approximation_error,omitempty"`
	// Output only. Name of the explain output. Specified as the key in
	// [ExplanationMetadata.outputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.outputs].
	OutputName string `protobuf:"bytes,7,opt,name=output_name,json=outputName,proto3" json:"output_name,omitempty"`
	// contains filtered or unexported fields
}

Attribution that explains a particular prediction output.

func (*Attribution) Descriptor deprecated 

func (*Attribution) Descriptor() ([]byte, []int)

Deprecated: Use Attribution.ProtoReflect.Descriptor instead.

func (*Attribution) GetApproximationError 

func (x *Attribution) GetApproximationError() float64

func (*Attribution) GetBaselineOutputValue 

func (x *Attribution) GetBaselineOutputValue() float64

func (*Attribution) GetFeatureAttributions 

func (x *Attribution) GetFeatureAttributions() *_struct.Value

func (*Attribution) GetInstanceOutputValue 

func (x *Attribution) GetInstanceOutputValue() float64

func (*Attribution) GetOutputDisplayName 

func (x *Attribution) GetOutputDisplayName() string

func (*Attribution) GetOutputIndex 

func (x *Attribution) GetOutputIndex() []int32

func (*Attribution) GetOutputName 

func (x *Attribution) GetOutputName() string

func (*Attribution) ProtoMessage 

func (*Attribution) ProtoMessage()

func (*Attribution) ProtoReflect 

func (x *Attribution) ProtoReflect() protoreflect.Message

func (*Attribution) Reset 

func (x *Attribution) Reset()

func (*Attribution) String 

func (x *Attribution) String() string

type AutomaticResources 

type AutomaticResources struct {

	// Immutable. The minimum number of replicas this DeployedModel will be always
	// deployed on. If traffic against it increases, it may dynamically be
	// deployed onto more replicas up to
	// [max_replica_count][mockgcp.cloud.aiplatform.v1beta1.AutomaticResources.max_replica_count],
	// and as traffic decreases, some of these extra replicas may be freed. If the
	// requested value is too large, the deployment will error.
	MinReplicaCount int32 `protobuf:"varint,1,opt,name=min_replica_count,json=minReplicaCount,proto3" json:"min_replica_count,omitempty"`
	// Immutable. The maximum number of replicas this DeployedModel may be
	// deployed on when the traffic against it increases. If the requested value
	// is too large, the deployment will error, but if deployment succeeds then
	// the ability to scale the model to that many replicas is guaranteed (barring
	// service outages). If traffic against the DeployedModel increases beyond
	// what its replicas at maximum may handle, a portion of the traffic will be
	// dropped. If this value is not provided, a no upper bound for scaling under
	// heavy traffic will be assume, though Vertex AI may be unable to scale
	// beyond certain replica number.
	MaxReplicaCount int32 `protobuf:"varint,2,opt,name=max_replica_count,json=maxReplicaCount,proto3" json:"max_replica_count,omitempty"`
	// contains filtered or unexported fields
}

A description of resources that to large degree are decided by Vertex AI, and require only a modest additional configuration. Each Model supporting these resources documents its specific guidelines.

func (*AutomaticResources) Descriptor deprecated 

func (*AutomaticResources) Descriptor() ([]byte, []int)

Deprecated: Use AutomaticResources.ProtoReflect.Descriptor instead.

func (*AutomaticResources) GetMaxReplicaCount 

func (x *AutomaticResources) GetMaxReplicaCount() int32

func (*AutomaticResources) GetMinReplicaCount 

func (x *AutomaticResources) GetMinReplicaCount() int32

func (*AutomaticResources) ProtoMessage 

func (*AutomaticResources) ProtoMessage()

func (*AutomaticResources) ProtoReflect 

func (x *AutomaticResources) ProtoReflect() protoreflect.Message

func (*AutomaticResources) Reset 

func (x *AutomaticResources) Reset()

func (*AutomaticResources) String 

func (x *AutomaticResources) String() string

type AutoscalingMetricSpec 

type AutoscalingMetricSpec struct {

	// Required. The resource metric name.
	// Supported metrics:
	//
	// * For Online Prediction:
	// * `aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle`
	// * `aiplatform.googleapis.com/prediction/online/cpu/utilization`
	MetricName string `protobuf:"bytes,1,opt,name=metric_name,json=metricName,proto3" json:"metric_name,omitempty"`
	// The target resource utilization in percentage (1% - 100%) for the given
	// metric; once the real usage deviates from the target by a certain
	// percentage, the machine replicas change. The default value is 60
	// (representing 60%) if not provided.
	Target int32 `protobuf:"varint,2,opt,name=target,proto3" json:"target,omitempty"`
	// contains filtered or unexported fields
}

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

func (*AutoscalingMetricSpec) Descriptor deprecated 

func (*AutoscalingMetricSpec) Descriptor() ([]byte, []int)

Deprecated: Use AutoscalingMetricSpec.ProtoReflect.Descriptor instead.

func (*AutoscalingMetricSpec) GetMetricName 

func (x *AutoscalingMetricSpec) GetMetricName() string

func (*AutoscalingMetricSpec) GetTarget 

func (x *AutoscalingMetricSpec) GetTarget() int32

func (*AutoscalingMetricSpec) ProtoMessage 

func (*AutoscalingMetricSpec) ProtoMessage()

func (*AutoscalingMetricSpec) ProtoReflect 

func (x *AutoscalingMetricSpec) ProtoReflect() protoreflect.Message

func (*AutoscalingMetricSpec) Reset 

func (x *AutoscalingMetricSpec) Reset()

func (*AutoscalingMetricSpec) String 

func (x *AutoscalingMetricSpec) String() string

type AvroSource 

type AvroSource struct {

	// Required. Google Cloud Storage location.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// contains filtered or unexported fields
}

The storage details for Avro input content.

func (*AvroSource) Descriptor deprecated 

func (*AvroSource) Descriptor() ([]byte, []int)

Deprecated: Use AvroSource.ProtoReflect.Descriptor instead.

func (*AvroSource) GetGcsSource 

func (x *AvroSource) GetGcsSource() *GcsSource

func (*AvroSource) ProtoMessage 

func (*AvroSource) ProtoMessage()

func (*AvroSource) ProtoReflect 

func (x *AvroSource) ProtoReflect() protoreflect.Message

func (*AvroSource) Reset 

func (x *AvroSource) Reset()

func (*AvroSource) String 

func (x *AvroSource) String() string

type BatchCreateTensorboardRunsRequest 

type BatchCreateTensorboardRunsRequest struct {

	// Required. The resource name of the TensorboardExperiment to create the
	// TensorboardRuns in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	// The parent field in the CreateTensorboardRunRequest messages must match
	// this field.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The request message specifying the TensorboardRuns to create.
	// A maximum of 1000 TensorboardRuns can be created in a batch.
	Requests []*CreateTensorboardRunRequest `protobuf:"bytes,2,rep,name=requests,proto3" json:"requests,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.BatchCreateTensorboardRuns][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardRuns].

func (*BatchCreateTensorboardRunsRequest) Descriptor deprecated 

func (*BatchCreateTensorboardRunsRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardRunsRequest.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardRunsRequest) GetParent 

func (x *BatchCreateTensorboardRunsRequest) GetParent() string

func (*BatchCreateTensorboardRunsRequest) GetRequests 

func (x *BatchCreateTensorboardRunsRequest) GetRequests() []*CreateTensorboardRunRequest

func (*BatchCreateTensorboardRunsRequest) ProtoMessage 

func (*BatchCreateTensorboardRunsRequest) ProtoMessage()

func (*BatchCreateTensorboardRunsRequest) ProtoReflect 

func (x *BatchCreateTensorboardRunsRequest) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardRunsRequest) Reset 

func (x *BatchCreateTensorboardRunsRequest) Reset()

func (*BatchCreateTensorboardRunsRequest) String 

func (x *BatchCreateTensorboardRunsRequest) String() string

type BatchCreateTensorboardRunsResponse 

type BatchCreateTensorboardRunsResponse struct {

	// The created TensorboardRuns.
	TensorboardRuns []*TensorboardRun `protobuf:"bytes,1,rep,name=tensorboard_runs,json=tensorboardRuns,proto3" json:"tensorboard_runs,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.BatchCreateTensorboardRuns][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardRuns].

func (*BatchCreateTensorboardRunsResponse) Descriptor deprecated 

func (*BatchCreateTensorboardRunsResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardRunsResponse.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardRunsResponse) GetTensorboardRuns 

func (x *BatchCreateTensorboardRunsResponse) GetTensorboardRuns() []*TensorboardRun

func (*BatchCreateTensorboardRunsResponse) ProtoMessage 

func (*BatchCreateTensorboardRunsResponse) ProtoMessage()

func (*BatchCreateTensorboardRunsResponse) ProtoReflect 

func (x *BatchCreateTensorboardRunsResponse) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardRunsResponse) Reset 

func (x *BatchCreateTensorboardRunsResponse) Reset()

func (*BatchCreateTensorboardRunsResponse) String 

func (x *BatchCreateTensorboardRunsResponse) String() string

type BatchCreateTensorboardTimeSeriesRequest 

type BatchCreateTensorboardTimeSeriesRequest struct {

	// Required. The resource name of the TensorboardExperiment to create the
	// TensorboardTimeSeries in.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	// The TensorboardRuns referenced by the parent fields in the
	// CreateTensorboardTimeSeriesRequest messages must be sub resources of this
	// TensorboardExperiment.
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The request message specifying the TensorboardTimeSeries to
	// create. A maximum of 1000 TensorboardTimeSeries can be created in a batch.
	Requests []*CreateTensorboardTimeSeriesRequest `protobuf:"bytes,2,rep,name=requests,proto3" json:"requests,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.BatchCreateTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardTimeSeries].

func (*BatchCreateTensorboardTimeSeriesRequest) Descriptor deprecated 

func (*BatchCreateTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardTimeSeriesRequest) GetParent 

func (x *BatchCreateTensorboardTimeSeriesRequest) GetParent() string

func (*BatchCreateTensorboardTimeSeriesRequest) GetRequests 

func (x *BatchCreateTensorboardTimeSeriesRequest) GetRequests() []*CreateTensorboardTimeSeriesRequest

func (*BatchCreateTensorboardTimeSeriesRequest) ProtoMessage 

func (*BatchCreateTensorboardTimeSeriesRequest) ProtoMessage()

func (*BatchCreateTensorboardTimeSeriesRequest) ProtoReflect 

func (x *BatchCreateTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardTimeSeriesRequest) Reset 

func (x *BatchCreateTensorboardTimeSeriesRequest) Reset()

func (*BatchCreateTensorboardTimeSeriesRequest) String 

func (x *BatchCreateTensorboardTimeSeriesRequest) String() string

type BatchCreateTensorboardTimeSeriesResponse 

type BatchCreateTensorboardTimeSeriesResponse struct {

	// The created TensorboardTimeSeries.
	TensorboardTimeSeries []*TensorboardTimeSeries `` /* 126-byte string literal not displayed */
	// contains filtered or unexported fields
}

Response message for [TensorboardService.BatchCreateTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.BatchCreateTensorboardTimeSeries].

func (*BatchCreateTensorboardTimeSeriesResponse) Descriptor deprecated 

func (*BatchCreateTensorboardTimeSeriesResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchCreateTensorboardTimeSeriesResponse.ProtoReflect.Descriptor instead.

func (*BatchCreateTensorboardTimeSeriesResponse) GetTensorboardTimeSeries 

func (x *BatchCreateTensorboardTimeSeriesResponse) GetTensorboardTimeSeries() []*TensorboardTimeSeries

func (*BatchCreateTensorboardTimeSeriesResponse) ProtoMessage 

func (*BatchCreateTensorboardTimeSeriesResponse) ProtoMessage()

func (*BatchCreateTensorboardTimeSeriesResponse) ProtoReflect 

func (x *BatchCreateTensorboardTimeSeriesResponse) ProtoReflect() protoreflect.Message

func (*BatchCreateTensorboardTimeSeriesResponse) Reset 

func (x *BatchCreateTensorboardTimeSeriesResponse) Reset()

func (*BatchCreateTensorboardTimeSeriesResponse) String 

func (x *BatchCreateTensorboardTimeSeriesResponse) String() string

type BatchDedicatedResources 

type BatchDedicatedResources struct {

	// Required. Immutable. The specification of a single machine.
	MachineSpec *MachineSpec `protobuf:"bytes,1,opt,name=machine_spec,json=machineSpec,proto3" json:"machine_spec,omitempty"`
	// Immutable. The number of machine replicas used at the start of the batch
	// operation. If not set, Vertex AI decides starting number, not greater than
	// [max_replica_count][mockgcp.cloud.aiplatform.v1beta1.BatchDedicatedResources.max_replica_count]
	StartingReplicaCount int32 `protobuf:"varint,2,opt,name=starting_replica_count,json=startingReplicaCount,proto3" json:"starting_replica_count,omitempty"`
	// Immutable. The maximum number of machine replicas the batch operation may
	// be scaled to. The default value is 10.
	MaxReplicaCount int32 `protobuf:"varint,3,opt,name=max_replica_count,json=maxReplicaCount,proto3" json:"max_replica_count,omitempty"`
	// contains filtered or unexported fields
}

A description of resources that are used for performing batch operations, are dedicated to a Model, and need manual configuration.

func (*BatchDedicatedResources) Descriptor deprecated 

func (*BatchDedicatedResources) Descriptor() ([]byte, []int)

Deprecated: Use BatchDedicatedResources.ProtoReflect.Descriptor instead.

func (*BatchDedicatedResources) GetMachineSpec 

func (x *BatchDedicatedResources) GetMachineSpec() *MachineSpec

func (*BatchDedicatedResources) GetMaxReplicaCount 

func (x *BatchDedicatedResources) GetMaxReplicaCount() int32

func (*BatchDedicatedResources) GetStartingReplicaCount 

func (x *BatchDedicatedResources) GetStartingReplicaCount() int32

func (*BatchDedicatedResources) ProtoMessage 

func (*BatchDedicatedResources) ProtoMessage()

func (*BatchDedicatedResources) ProtoReflect 

func (x *BatchDedicatedResources) ProtoReflect() protoreflect.Message

func (*BatchDedicatedResources) Reset 

func (x *BatchDedicatedResources) Reset()

func (*BatchDedicatedResources) String 

func (x *BatchDedicatedResources) String() string

type BatchReadTensorboardTimeSeriesDataRequest 

type BatchReadTensorboardTimeSeriesDataRequest struct {

	// Required. The resource name of the Tensorboard containing
	// TensorboardTimeSeries to read data from. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`.
	// The TensorboardTimeSeries referenced by
	// [time_series][mockgcp.cloud.aiplatform.v1beta1.BatchReadTensorboardTimeSeriesDataRequest.time_series]
	// must be sub resources of this Tensorboard.
	Tensorboard string `protobuf:"bytes,1,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// Required. The resource names of the TensorboardTimeSeries to read data
	// from. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TimeSeries []string `protobuf:"bytes,2,rep,name=time_series,json=timeSeries,proto3" json:"time_series,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.BatchReadTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.BatchReadTensorboardTimeSeriesData].

func (*BatchReadTensorboardTimeSeriesDataRequest) Descriptor deprecated 

func (*BatchReadTensorboardTimeSeriesDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadTensorboardTimeSeriesDataRequest.ProtoReflect.Descriptor instead.

func (*BatchReadTensorboardTimeSeriesDataRequest) GetTensorboard 

func (x *BatchReadTensorboardTimeSeriesDataRequest) GetTensorboard() string

func (*BatchReadTensorboardTimeSeriesDataRequest) GetTimeSeries 

func (x *BatchReadTensorboardTimeSeriesDataRequest) GetTimeSeries() []string

func (*BatchReadTensorboardTimeSeriesDataRequest) ProtoMessage 

func (*BatchReadTensorboardTimeSeriesDataRequest) ProtoMessage()

func (*BatchReadTensorboardTimeSeriesDataRequest) ProtoReflect 

func (x *BatchReadTensorboardTimeSeriesDataRequest) ProtoReflect() protoreflect.Message

func (*BatchReadTensorboardTimeSeriesDataRequest) Reset 

func (x *BatchReadTensorboardTimeSeriesDataRequest) Reset()

func (*BatchReadTensorboardTimeSeriesDataRequest) String 

func (x *BatchReadTensorboardTimeSeriesDataRequest) String() string

type BatchReadTensorboardTimeSeriesDataResponse 

type BatchReadTensorboardTimeSeriesDataResponse struct {

	// The returned time series data.
	TimeSeriesData []*TimeSeriesData `protobuf:"bytes,1,rep,name=time_series_data,json=timeSeriesData,proto3" json:"time_series_data,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.BatchReadTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.BatchReadTensorboardTimeSeriesData].

func (*BatchReadTensorboardTimeSeriesDataResponse) Descriptor deprecated 

func (*BatchReadTensorboardTimeSeriesDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use BatchReadTensorboardTimeSeriesDataResponse.ProtoReflect.Descriptor instead.

func (*BatchReadTensorboardTimeSeriesDataResponse) GetTimeSeriesData 

func (x *BatchReadTensorboardTimeSeriesDataResponse) GetTimeSeriesData() []*TimeSeriesData

func (*BatchReadTensorboardTimeSeriesDataResponse) ProtoMessage 

func (*BatchReadTensorboardTimeSeriesDataResponse) ProtoMessage()

func (*BatchReadTensorboardTimeSeriesDataResponse) ProtoReflect 

func (x *BatchReadTensorboardTimeSeriesDataResponse) ProtoReflect() protoreflect.Message

func (*BatchReadTensorboardTimeSeriesDataResponse) Reset 

func (x *BatchReadTensorboardTimeSeriesDataResponse) Reset()

func (*BatchReadTensorboardTimeSeriesDataResponse) String 

func (x *BatchReadTensorboardTimeSeriesDataResponse) String() string

type BigQueryDestination 

type BigQueryDestination struct {

	// Required. BigQuery URI to a project or table, up to 2000 characters long.
	//
	// When only the project is specified, the Dataset and Table is created.
	// When the full table reference is specified, the Dataset must exist and
	// table must not exist.
	//
	// Accepted forms:
	//
	// *  BigQuery path. For example:
	// `bq://projectId` or `bq://projectId.bqDatasetId` or
	// `bq://projectId.bqDatasetId.bqTableId`.
	OutputUri string `protobuf:"bytes,1,opt,name=output_uri,json=outputUri,proto3" json:"output_uri,omitempty"`
	// contains filtered or unexported fields
}

The BigQuery location for the output content.

func (*BigQueryDestination) Descriptor deprecated 

func (*BigQueryDestination) Descriptor() ([]byte, []int)

Deprecated: Use BigQueryDestination.ProtoReflect.Descriptor instead.

func (*BigQueryDestination) GetOutputUri 

func (x *BigQueryDestination) GetOutputUri() string

func (*BigQueryDestination) ProtoMessage 

func (*BigQueryDestination) ProtoMessage()

func (*BigQueryDestination) ProtoReflect 

func (x *BigQueryDestination) ProtoReflect() protoreflect.Message

func (*BigQueryDestination) Reset 

func (x *BigQueryDestination) Reset()

func (*BigQueryDestination) String 

func (x *BigQueryDestination) String() string

type BigQuerySource 

type BigQuerySource struct {

	// Required. BigQuery URI to a table, up to 2000 characters long.
	// Accepted forms:
	//
	// *  BigQuery path. For example: `bq://projectId.bqDatasetId.bqTableId`.
	InputUri string `protobuf:"bytes,1,opt,name=input_uri,json=inputUri,proto3" json:"input_uri,omitempty"`
	// contains filtered or unexported fields
}

The BigQuery location for the input content.

func (*BigQuerySource) Descriptor deprecated 

func (*BigQuerySource) Descriptor() ([]byte, []int)

Deprecated: Use BigQuerySource.ProtoReflect.Descriptor instead.

func (*BigQuerySource) GetInputUri 

func (x *BigQuerySource) GetInputUri() string

func (*BigQuerySource) ProtoMessage 

func (*BigQuerySource) ProtoMessage()

func (*BigQuerySource) ProtoReflect 

func (x *BigQuerySource) ProtoReflect() protoreflect.Message

func (*BigQuerySource) Reset 

func (x *BigQuerySource) Reset()

func (*BigQuerySource) String 

func (x *BigQuerySource) String() string

type BlurBaselineConfig 

type BlurBaselineConfig struct {

	// The standard deviation of the blur kernel for the blurred baseline. The
	// same blurring parameter is used for both the height and the width
	// dimension. If not set, the method defaults to the zero (i.e. black for
	// images) baseline.
	MaxBlurSigma float32 `protobuf:"fixed32,1,opt,name=max_blur_sigma,json=maxBlurSigma,proto3" json:"max_blur_sigma,omitempty"`
	// contains filtered or unexported fields
}

Config for blur baseline.

When enabled, a linear path from the maximally blurred image to the input image is created. Using a blurred baseline instead of zero (black image) is motivated by the BlurIG approach explained here: https://arxiv.org/abs/2004.03383

func (*BlurBaselineConfig) Descriptor deprecated 

func (*BlurBaselineConfig) Descriptor() ([]byte, []int)

Deprecated: Use BlurBaselineConfig.ProtoReflect.Descriptor instead.

func (*BlurBaselineConfig) GetMaxBlurSigma 

func (x *BlurBaselineConfig) GetMaxBlurSigma() float32

func (*BlurBaselineConfig) ProtoMessage 

func (*BlurBaselineConfig) ProtoMessage()

func (*BlurBaselineConfig) ProtoReflect 

func (x *BlurBaselineConfig) ProtoReflect() protoreflect.Message

func (*BlurBaselineConfig) Reset 

func (x *BlurBaselineConfig) Reset()

func (*BlurBaselineConfig) String 

func (x *BlurBaselineConfig) String() string

type ContainerRegistryDestination 

type ContainerRegistryDestination struct {

	// Required. Container Registry URI of a container image.
	// Only Google Container Registry and Artifact Registry are supported now.
	// Accepted forms:
	//
	//   - Google Container Registry path. For example:
	//     `gcr.io/projectId/imageName:tag`.
	//
	//   - Artifact Registry path. For example:
	//     `us-central1-docker.pkg.dev/projectId/repoName/imageName:tag`.
	//
	// If a tag is not specified, "latest" will be used as the default tag.
	OutputUri string `protobuf:"bytes,1,opt,name=output_uri,json=outputUri,proto3" json:"output_uri,omitempty"`
	// contains filtered or unexported fields
}

The Container Registry location for the container image.

func (*ContainerRegistryDestination) Descriptor deprecated 

func (*ContainerRegistryDestination) Descriptor() ([]byte, []int)

Deprecated: Use ContainerRegistryDestination.ProtoReflect.Descriptor instead.

func (*ContainerRegistryDestination) GetOutputUri 

func (x *ContainerRegistryDestination) GetOutputUri() string

func (*ContainerRegistryDestination) ProtoMessage 

func (*ContainerRegistryDestination) ProtoMessage()

func (*ContainerRegistryDestination) ProtoReflect 

func (x *ContainerRegistryDestination) ProtoReflect() protoreflect.Message

func (*ContainerRegistryDestination) Reset 

func (x *ContainerRegistryDestination) Reset()

func (*ContainerRegistryDestination) String 

func (x *ContainerRegistryDestination) String() string

type CreateDatasetOperationMetadata 

type CreateDatasetOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.CreateDataset][mockgcp.cloud.aiplatform.v1beta1.DatasetService.CreateDataset].

func (*CreateDatasetOperationMetadata) Descriptor deprecated 

func (*CreateDatasetOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateDatasetOperationMetadata) GetGenericMetadata 

func (x *CreateDatasetOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateDatasetOperationMetadata) ProtoMessage 

func (*CreateDatasetOperationMetadata) ProtoMessage()

func (*CreateDatasetOperationMetadata) ProtoReflect 

func (x *CreateDatasetOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateDatasetOperationMetadata) Reset 

func (x *CreateDatasetOperationMetadata) Reset()

func (*CreateDatasetOperationMetadata) String 

func (x *CreateDatasetOperationMetadata) String() string

type CreateDatasetRequest 

type CreateDatasetRequest struct {

	// Required. The resource name of the Location to create the Dataset in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Dataset to create.
	Dataset *Dataset `protobuf:"bytes,2,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.CreateDataset][mockgcp.cloud.aiplatform.v1beta1.DatasetService.CreateDataset].

func (*CreateDatasetRequest) Descriptor deprecated 

func (*CreateDatasetRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetRequest.ProtoReflect.Descriptor instead.

func (*CreateDatasetRequest) GetDataset 

func (x *CreateDatasetRequest) GetDataset() *Dataset

func (*CreateDatasetRequest) GetParent 

func (x *CreateDatasetRequest) GetParent() string

func (*CreateDatasetRequest) ProtoMessage 

func (*CreateDatasetRequest) ProtoMessage()

func (*CreateDatasetRequest) ProtoReflect 

func (x *CreateDatasetRequest) ProtoReflect() protoreflect.Message

func (*CreateDatasetRequest) Reset 

func (x *CreateDatasetRequest) Reset()

func (*CreateDatasetRequest) String 

func (x *CreateDatasetRequest) String() string

type CreateDatasetVersionOperationMetadata 

type CreateDatasetVersionOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.CreateDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.CreateDatasetVersion].

func (*CreateDatasetVersionOperationMetadata) Descriptor deprecated 

func (*CreateDatasetVersionOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetVersionOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateDatasetVersionOperationMetadata) GetGenericMetadata 

func (x *CreateDatasetVersionOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateDatasetVersionOperationMetadata) ProtoMessage 

func (*CreateDatasetVersionOperationMetadata) ProtoMessage()

func (*CreateDatasetVersionOperationMetadata) ProtoReflect 

func (x *CreateDatasetVersionOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateDatasetVersionOperationMetadata) Reset 

func (x *CreateDatasetVersionOperationMetadata) Reset()

func (*CreateDatasetVersionOperationMetadata) String 

func (x *CreateDatasetVersionOperationMetadata) String() string

type CreateDatasetVersionRequest 

type CreateDatasetVersionRequest struct {

	// Required. The name of the Dataset resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The version to be created. The same CMEK policies with the
	// original Dataset will be applied the dataset version. So here we don't need
	// to specify the EncryptionSpecType here.
	DatasetVersion *DatasetVersion `protobuf:"bytes,2,opt,name=dataset_version,json=datasetVersion,proto3" json:"dataset_version,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.CreateDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.CreateDatasetVersion].

func (*CreateDatasetVersionRequest) Descriptor deprecated 

func (*CreateDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*CreateDatasetVersionRequest) GetDatasetVersion 

func (x *CreateDatasetVersionRequest) GetDatasetVersion() *DatasetVersion

func (*CreateDatasetVersionRequest) GetParent 

func (x *CreateDatasetVersionRequest) GetParent() string

func (*CreateDatasetVersionRequest) ProtoMessage 

func (*CreateDatasetVersionRequest) ProtoMessage()

func (*CreateDatasetVersionRequest) ProtoReflect 

func (x *CreateDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*CreateDatasetVersionRequest) Reset 

func (x *CreateDatasetVersionRequest) Reset()

func (*CreateDatasetVersionRequest) String 

func (x *CreateDatasetVersionRequest) String() string

type CreateEndpointOperationMetadata 

type CreateEndpointOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [EndpointService.CreateEndpoint][mockgcp.cloud.aiplatform.v1beta1.EndpointService.CreateEndpoint].

func (*CreateEndpointOperationMetadata) Descriptor deprecated 

func (*CreateEndpointOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateEndpointOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateEndpointOperationMetadata) GetGenericMetadata 

func (x *CreateEndpointOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateEndpointOperationMetadata) ProtoMessage 

func (*CreateEndpointOperationMetadata) ProtoMessage()

func (*CreateEndpointOperationMetadata) ProtoReflect 

func (x *CreateEndpointOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateEndpointOperationMetadata) Reset 

func (x *CreateEndpointOperationMetadata) Reset()

func (*CreateEndpointOperationMetadata) String 

func (x *CreateEndpointOperationMetadata) String() string

type CreateEndpointRequest 

type CreateEndpointRequest struct {

	// Required. The resource name of the Location to create the Endpoint in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Endpoint to create.
	Endpoint *Endpoint `protobuf:"bytes,2,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Immutable. The ID to use for endpoint, which will become the final
	// component of the endpoint resource name.
	// If not provided, Vertex AI will generate a value for this ID.
	//
	// If the first character is a letter, this value may be up to 63 characters,
	// and valid characters are `[a-z0-9-]`. The last character must be a letter
	// or number.
	//
	// If the first character is a number, this value may be up to 9 characters,
	// and valid characters are `[0-9]` with no leading zeros.
	//
	// When using HTTP/JSON, this field is populated
	// based on a query string argument, such as `?endpoint_id=12345`. This is the
	// fallback for fields that are not included in either the URI or the body.
	EndpointId string `protobuf:"bytes,4,opt,name=endpoint_id,json=endpointId,proto3" json:"endpoint_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.CreateEndpoint][mockgcp.cloud.aiplatform.v1beta1.EndpointService.CreateEndpoint].

func (*CreateEndpointRequest) Descriptor deprecated 

func (*CreateEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateEndpointRequest.ProtoReflect.Descriptor instead.

func (*CreateEndpointRequest) GetEndpoint 

func (x *CreateEndpointRequest) GetEndpoint() *Endpoint

func (*CreateEndpointRequest) GetEndpointId 

func (x *CreateEndpointRequest) GetEndpointId() string

func (*CreateEndpointRequest) GetParent 

func (x *CreateEndpointRequest) GetParent() string

func (*CreateEndpointRequest) ProtoMessage 

func (*CreateEndpointRequest) ProtoMessage()

func (*CreateEndpointRequest) ProtoReflect 

func (x *CreateEndpointRequest) ProtoReflect() protoreflect.Message

func (*CreateEndpointRequest) Reset 

func (x *CreateEndpointRequest) Reset()

func (*CreateEndpointRequest) String 

func (x *CreateEndpointRequest) String() string

type CreateTensorboardExperimentRequest 

type CreateTensorboardExperimentRequest struct {

	// Required. The resource name of the Tensorboard to create the
	// TensorboardExperiment in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// The TensorboardExperiment to create.
	TensorboardExperiment *TensorboardExperiment `protobuf:"bytes,2,opt,name=tensorboard_experiment,json=tensorboardExperiment,proto3" json:"tensorboard_experiment,omitempty"`
	// Required. The ID to use for the Tensorboard experiment, which becomes the
	// final component of the Tensorboard experiment's resource name.
	//
	// This value should be 1-128 characters, and valid characters
	// are `/[a-z][0-9]-/`.
	TensorboardExperimentId string `` /* 132-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for [TensorboardService.CreateTensorboardExperiment][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboardExperiment].

func (*CreateTensorboardExperimentRequest) Descriptor deprecated 

func (*CreateTensorboardExperimentRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardExperimentRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardExperimentRequest) GetParent 

func (x *CreateTensorboardExperimentRequest) GetParent() string

func (*CreateTensorboardExperimentRequest) GetTensorboardExperiment 

func (x *CreateTensorboardExperimentRequest) GetTensorboardExperiment() *TensorboardExperiment

func (*CreateTensorboardExperimentRequest) GetTensorboardExperimentId 

func (x *CreateTensorboardExperimentRequest) GetTensorboardExperimentId() string

func (*CreateTensorboardExperimentRequest) ProtoMessage 

func (*CreateTensorboardExperimentRequest) ProtoMessage()

func (*CreateTensorboardExperimentRequest) ProtoReflect 

func (x *CreateTensorboardExperimentRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardExperimentRequest) Reset 

func (x *CreateTensorboardExperimentRequest) Reset()

func (*CreateTensorboardExperimentRequest) String 

func (x *CreateTensorboardExperimentRequest) String() string

type CreateTensorboardOperationMetadata 

type CreateTensorboardOperationMetadata struct {

	// Operation metadata for Tensorboard.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform create Tensorboard.

func (*CreateTensorboardOperationMetadata) Descriptor deprecated 

func (*CreateTensorboardOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardOperationMetadata.ProtoReflect.Descriptor instead.

func (*CreateTensorboardOperationMetadata) GetGenericMetadata 

func (x *CreateTensorboardOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*CreateTensorboardOperationMetadata) ProtoMessage 

func (*CreateTensorboardOperationMetadata) ProtoMessage()

func (*CreateTensorboardOperationMetadata) ProtoReflect 

func (x *CreateTensorboardOperationMetadata) ProtoReflect() protoreflect.Message

func (*CreateTensorboardOperationMetadata) Reset 

func (x *CreateTensorboardOperationMetadata) Reset()

func (*CreateTensorboardOperationMetadata) String 

func (x *CreateTensorboardOperationMetadata) String() string

type CreateTensorboardRequest 

type CreateTensorboardRequest struct {

	// Required. The resource name of the Location to create the Tensorboard in.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The Tensorboard to create.
	Tensorboard *Tensorboard `protobuf:"bytes,2,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.CreateTensorboard][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboard].

func (*CreateTensorboardRequest) Descriptor deprecated 

func (*CreateTensorboardRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardRequest) GetParent 

func (x *CreateTensorboardRequest) GetParent() string

func (*CreateTensorboardRequest) GetTensorboard 

func (x *CreateTensorboardRequest) GetTensorboard() *Tensorboard

func (*CreateTensorboardRequest) ProtoMessage 

func (*CreateTensorboardRequest) ProtoMessage()

func (*CreateTensorboardRequest) ProtoReflect 

func (x *CreateTensorboardRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardRequest) Reset 

func (x *CreateTensorboardRequest) Reset()

func (*CreateTensorboardRequest) String 

func (x *CreateTensorboardRequest) String() string

type CreateTensorboardRunRequest 

type CreateTensorboardRunRequest struct {

	// Required. The resource name of the TensorboardExperiment to create the
	// TensorboardRun in. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Required. The TensorboardRun to create.
	TensorboardRun *TensorboardRun `protobuf:"bytes,2,opt,name=tensorboard_run,json=tensorboardRun,proto3" json:"tensorboard_run,omitempty"`
	// Required. The ID to use for the Tensorboard run, which becomes the final
	// component of the Tensorboard run's resource name.
	//
	// This value should be 1-128 characters, and valid characters
	// are `/[a-z][0-9]-/`.
	TensorboardRunId string `protobuf:"bytes,3,opt,name=tensorboard_run_id,json=tensorboardRunId,proto3" json:"tensorboard_run_id,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.CreateTensorboardRun][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboardRun].

func (*CreateTensorboardRunRequest) Descriptor deprecated 

func (*CreateTensorboardRunRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardRunRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardRunRequest) GetParent 

func (x *CreateTensorboardRunRequest) GetParent() string

func (*CreateTensorboardRunRequest) GetTensorboardRun 

func (x *CreateTensorboardRunRequest) GetTensorboardRun() *TensorboardRun

func (*CreateTensorboardRunRequest) GetTensorboardRunId 

func (x *CreateTensorboardRunRequest) GetTensorboardRunId() string

func (*CreateTensorboardRunRequest) ProtoMessage 

func (*CreateTensorboardRunRequest) ProtoMessage()

func (*CreateTensorboardRunRequest) ProtoReflect 

func (x *CreateTensorboardRunRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardRunRequest) Reset 

func (x *CreateTensorboardRunRequest) Reset()

func (*CreateTensorboardRunRequest) String 

func (x *CreateTensorboardRunRequest) String() string

type CreateTensorboardTimeSeriesRequest 

type CreateTensorboardTimeSeriesRequest struct {

	// Required. The resource name of the TensorboardRun to create the
	// TensorboardTimeSeries in.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. The user specified unique ID to use for the
	// TensorboardTimeSeries, which becomes the final component of the
	// TensorboardTimeSeries's resource name. This value should match
	// "[a-z0-9][a-z0-9-]{0, 127}"
	TensorboardTimeSeriesId string `` /* 134-byte string literal not displayed */
	// Required. The TensorboardTimeSeries to create.
	TensorboardTimeSeries *TensorboardTimeSeries `` /* 126-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for [TensorboardService.CreateTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.CreateTensorboardTimeSeries].

func (*CreateTensorboardTimeSeriesRequest) Descriptor deprecated 

func (*CreateTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use CreateTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*CreateTensorboardTimeSeriesRequest) GetParent 

func (x *CreateTensorboardTimeSeriesRequest) GetParent() string

func (*CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeries 

func (x *CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeries() *TensorboardTimeSeries

func (*CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeriesId 

func (x *CreateTensorboardTimeSeriesRequest) GetTensorboardTimeSeriesId() string

func (*CreateTensorboardTimeSeriesRequest) ProtoMessage 

func (*CreateTensorboardTimeSeriesRequest) ProtoMessage()

func (*CreateTensorboardTimeSeriesRequest) ProtoReflect 

func (x *CreateTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*CreateTensorboardTimeSeriesRequest) Reset 

func (x *CreateTensorboardTimeSeriesRequest) Reset()

func (*CreateTensorboardTimeSeriesRequest) String 

func (x *CreateTensorboardTimeSeriesRequest) String() string

type CsvDestination 

type CsvDestination struct {

	// Required. Google Cloud Storage location.
	GcsDestination *GcsDestination `protobuf:"bytes,1,opt,name=gcs_destination,json=gcsDestination,proto3" json:"gcs_destination,omitempty"`
	// contains filtered or unexported fields
}

The storage details for CSV output content.

func (*CsvDestination) Descriptor deprecated 

func (*CsvDestination) Descriptor() ([]byte, []int)

Deprecated: Use CsvDestination.ProtoReflect.Descriptor instead.

func (*CsvDestination) GetGcsDestination 

func (x *CsvDestination) GetGcsDestination() *GcsDestination

func (*CsvDestination) ProtoMessage 

func (*CsvDestination) ProtoMessage()

func (*CsvDestination) ProtoReflect 

func (x *CsvDestination) ProtoReflect() protoreflect.Message

func (*CsvDestination) Reset 

func (x *CsvDestination) Reset()

func (*CsvDestination) String 

func (x *CsvDestination) String() string

type CsvSource 

type CsvSource struct {

	// Required. Google Cloud Storage location.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// contains filtered or unexported fields
}

The storage details for CSV input content.

func (*CsvSource) Descriptor deprecated 

func (*CsvSource) Descriptor() ([]byte, []int)

Deprecated: Use CsvSource.ProtoReflect.Descriptor instead.

func (*CsvSource) GetGcsSource 

func (x *CsvSource) GetGcsSource() *GcsSource

func (*CsvSource) ProtoMessage 

func (*CsvSource) ProtoMessage()

func (*CsvSource) ProtoReflect 

func (x *CsvSource) ProtoReflect() protoreflect.Message

func (*CsvSource) Reset 

func (x *CsvSource) Reset()

func (*CsvSource) String 

func (x *CsvSource) String() string

type DataItem 

type DataItem struct {

	// Output only. The resource name of the DataItem.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. Timestamp when this DataItem was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this DataItem was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Optional. The labels with user-defined metadata to organize your DataItems.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	// No more than 64 user labels can be associated with one DataItem(System
	// labels are excluded).
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Required. The data that the DataItem represents (for example, an image or a
	// text snippet). The schema of the payload is stored in the parent Dataset's
	// [metadata
	// schema's][mockgcp.cloud.aiplatform.v1beta1.Dataset.metadata_schema_uri]
	// dataItemSchemaUri field.
	Payload *_struct.Value `protobuf:"bytes,4,opt,name=payload,proto3" json:"payload,omitempty"`
	// Optional. Used to perform consistent read-modify-write updates. If not set,
	// a blind "overwrite" update happens.
	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzs bool `protobuf:"varint,10,opt,name=satisfies_pzs,json=satisfiesPzs,proto3" json:"satisfies_pzs,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzi bool `protobuf:"varint,11,opt,name=satisfies_pzi,json=satisfiesPzi,proto3" json:"satisfies_pzi,omitempty"`
	// contains filtered or unexported fields
}

A piece of data in a Dataset. Could be an image, a video, a document or plain text.

func (*DataItem) Descriptor deprecated 

func (*DataItem) Descriptor() ([]byte, []int)

Deprecated: Use DataItem.ProtoReflect.Descriptor instead.

func (*DataItem) GetCreateTime 

func (x *DataItem) GetCreateTime() *timestamp.Timestamp

func (*DataItem) GetEtag 

func (x *DataItem) GetEtag() string

func (*DataItem) GetLabels 

func (x *DataItem) GetLabels() map[string]string

func (*DataItem) GetName 

func (x *DataItem) GetName() string

func (*DataItem) GetPayload 

func (x *DataItem) GetPayload() *_struct.Value

func (*DataItem) GetSatisfiesPzi 

func (x *DataItem) GetSatisfiesPzi() bool

func (*DataItem) GetSatisfiesPzs 

func (x *DataItem) GetSatisfiesPzs() bool

func (*DataItem) GetUpdateTime 

func (x *DataItem) GetUpdateTime() *timestamp.Timestamp

func (*DataItem) ProtoMessage 

func (*DataItem) ProtoMessage()

func (*DataItem) ProtoReflect 

func (x *DataItem) ProtoReflect() protoreflect.Message

func (*DataItem) Reset 

func (x *DataItem) Reset()

func (*DataItem) String 

func (x *DataItem) String() string

type DataItemView 

type DataItemView struct {

	// The DataItem.
	DataItem *DataItem `protobuf:"bytes,1,opt,name=data_item,json=dataItem,proto3" json:"data_item,omitempty"`
	// The Annotations on the DataItem. If too many Annotations should be returned
	// for the DataItem, this field will be truncated per annotations_limit in
	// request. If it was, then the has_truncated_annotations will be set to true.
	Annotations []*Annotation `protobuf:"bytes,2,rep,name=annotations,proto3" json:"annotations,omitempty"`
	// True if and only if the Annotations field has been truncated. It happens if
	// more Annotations for this DataItem met the request's annotation_filter than
	// are allowed to be returned by annotations_limit.
	// Note that if Annotations field is not being returned due to field mask,
	// then this field will not be set to true no matter how many Annotations are
	// there.
	HasTruncatedAnnotations bool `` /* 133-byte string literal not displayed */
	// contains filtered or unexported fields
}

A container for a single DataItem and Annotations on it.

func (*DataItemView) Descriptor deprecated 

func (*DataItemView) Descriptor() ([]byte, []int)

Deprecated: Use DataItemView.ProtoReflect.Descriptor instead.

func (*DataItemView) GetAnnotations 

func (x *DataItemView) GetAnnotations() []*Annotation

func (*DataItemView) GetDataItem 

func (x *DataItemView) GetDataItem() *DataItem

func (*DataItemView) GetHasTruncatedAnnotations 

func (x *DataItemView) GetHasTruncatedAnnotations() bool

func (*DataItemView) ProtoMessage 

func (*DataItemView) ProtoMessage()

func (*DataItemView) ProtoReflect 

func (x *DataItemView) ProtoReflect() protoreflect.Message

func (*DataItemView) Reset 

func (x *DataItemView) Reset()

func (*DataItemView) String 

func (x *DataItemView) String() string

type Dataset 

type Dataset struct {

	// Output only. Identifier. The resource name of the Dataset.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The user-defined name of the Dataset.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// The description of the Dataset.
	Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"`
	// Required. Points to a YAML file stored on Google Cloud Storage describing
	// additional information about the Dataset. The schema is defined as an
	// OpenAPI 3.0.2 Schema Object. The schema files that can be used here are
	// found in gs://google-cloud-aiplatform/schema/dataset/metadata/.
	MetadataSchemaUri string `protobuf:"bytes,3,opt,name=metadata_schema_uri,json=metadataSchemaUri,proto3" json:"metadata_schema_uri,omitempty"`
	// Required. Additional information about the Dataset.
	Metadata *_struct.Value `protobuf:"bytes,8,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Output only. The number of DataItems in this Dataset. Only apply for
	// non-structured Dataset.
	DataItemCount int64 `protobuf:"varint,10,opt,name=data_item_count,json=dataItemCount,proto3" json:"data_item_count,omitempty"`
	// Output only. Timestamp when this Dataset was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this Dataset was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Used to perform consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,6,opt,name=etag,proto3" json:"etag,omitempty"`
	// The labels with user-defined metadata to organize your Datasets.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	// No more than 64 user labels can be associated with one Dataset (System
	// labels are excluded).
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable. Following system labels exist for each Dataset:
	//
	//   - "aiplatform.googleapis.com/dataset_metadata_schema": output only, its
	//     value is the
	//     [metadata_schema's][mockgcp.cloud.aiplatform.v1beta1.Dataset.metadata_schema_uri]
	//     title.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// All SavedQueries belong to the Dataset will be returned in List/Get
	// Dataset response. The annotation_specs field
	// will not be populated except for UI cases which will only use
	// [annotation_spec_count][mockgcp.cloud.aiplatform.v1beta1.SavedQuery.annotation_spec_count].
	// In CreateDataset request, a SavedQuery is created together if
	// this field is set, up to one SavedQuery can be set in CreateDatasetRequest.
	// The SavedQuery should not contain any AnnotationSpec.
	SavedQueries []*SavedQuery `protobuf:"bytes,9,rep,name=saved_queries,json=savedQueries,proto3" json:"saved_queries,omitempty"`
	// Customer-managed encryption key spec for a Dataset. If set, this Dataset
	// and all sub-resources of this Dataset will be secured by this key.
	EncryptionSpec *EncryptionSpec `protobuf:"bytes,11,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`
	// Output only. The resource name of the Artifact that was created in
	// MetadataStore when creating the Dataset. The Artifact resource name pattern
	// is
	// `projects/{project}/locations/{location}/metadataStores/{metadata_store}/artifacts/{artifact}`.
	MetadataArtifact string `protobuf:"bytes,17,opt,name=metadata_artifact,json=metadataArtifact,proto3" json:"metadata_artifact,omitempty"`
	// Optional. Reference to the public base model last used by the dataset. Only
	// set for prompt datasets.
	ModelReference string `protobuf:"bytes,18,opt,name=model_reference,json=modelReference,proto3" json:"model_reference,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzs bool `protobuf:"varint,19,opt,name=satisfies_pzs,json=satisfiesPzs,proto3" json:"satisfies_pzs,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzi bool `protobuf:"varint,20,opt,name=satisfies_pzi,json=satisfiesPzi,proto3" json:"satisfies_pzi,omitempty"`
	// contains filtered or unexported fields
}

A collection of DataItems and Annotations on them.

func (*Dataset) Descriptor deprecated 

func (*Dataset) Descriptor() ([]byte, []int)

Deprecated: Use Dataset.ProtoReflect.Descriptor instead.

func (*Dataset) GetCreateTime 

func (x *Dataset) GetCreateTime() *timestamp.Timestamp

func (*Dataset) GetDataItemCount 

func (x *Dataset) GetDataItemCount() int64

func (*Dataset) GetDescription 

func (x *Dataset) GetDescription() string

func (*Dataset) GetDisplayName 

func (x *Dataset) GetDisplayName() string

func (*Dataset) GetEncryptionSpec 

func (x *Dataset) GetEncryptionSpec() *EncryptionSpec

func (*Dataset) GetEtag 

func (x *Dataset) GetEtag() string

func (*Dataset) GetLabels 

func (x *Dataset) GetLabels() map[string]string

func (*Dataset) GetMetadata 

func (x *Dataset) GetMetadata() *_struct.Value

func (*Dataset) GetMetadataArtifact 

func (x *Dataset) GetMetadataArtifact() string

func (*Dataset) GetMetadataSchemaUri 

func (x *Dataset) GetMetadataSchemaUri() string

func (*Dataset) GetModelReference 

func (x *Dataset) GetModelReference() string

func (*Dataset) GetName 

func (x *Dataset) GetName() string

func (*Dataset) GetSatisfiesPzi 

func (x *Dataset) GetSatisfiesPzi() bool

func (*Dataset) GetSatisfiesPzs 

func (x *Dataset) GetSatisfiesPzs() bool

func (*Dataset) GetSavedQueries 

func (x *Dataset) GetSavedQueries() []*SavedQuery

func (*Dataset) GetUpdateTime 

func (x *Dataset) GetUpdateTime() *timestamp.Timestamp

func (*Dataset) ProtoMessage 

func (*Dataset) ProtoMessage()

func (*Dataset) ProtoReflect 

func (x *Dataset) ProtoReflect() protoreflect.Message

func (*Dataset) Reset 

func (x *Dataset) Reset()

func (*Dataset) String 

func (x *Dataset) String() string

type DatasetServiceClient 

type DatasetServiceClient interface {
	// Creates a Dataset.
	CreateDataset(ctx context.Context, in *CreateDatasetRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets a Dataset.
	GetDataset(ctx context.Context, in *GetDatasetRequest, opts ...grpc.CallOption) (*Dataset, error)
	// Updates a Dataset.
	UpdateDataset(ctx context.Context, in *UpdateDatasetRequest, opts ...grpc.CallOption) (*Dataset, error)
	// Lists Datasets in a Location.
	ListDatasets(ctx context.Context, in *ListDatasetsRequest, opts ...grpc.CallOption) (*ListDatasetsResponse, error)
	// Deletes a Dataset.
	DeleteDataset(ctx context.Context, in *DeleteDatasetRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Imports data into a Dataset.
	ImportData(ctx context.Context, in *ImportDataRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Exports data from a Dataset.
	ExportData(ctx context.Context, in *ExportDataRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Create a version from a Dataset.
	CreateDatasetVersion(ctx context.Context, in *CreateDatasetVersionRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Updates a DatasetVersion.
	UpdateDatasetVersion(ctx context.Context, in *UpdateDatasetVersionRequest, opts ...grpc.CallOption) (*DatasetVersion, error)
	// Deletes a Dataset version.
	DeleteDatasetVersion(ctx context.Context, in *DeleteDatasetVersionRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets a Dataset version.
	GetDatasetVersion(ctx context.Context, in *GetDatasetVersionRequest, opts ...grpc.CallOption) (*DatasetVersion, error)
	// Lists DatasetVersions in a Dataset.
	ListDatasetVersions(ctx context.Context, in *ListDatasetVersionsRequest, opts ...grpc.CallOption) (*ListDatasetVersionsResponse, error)
	// Restores a dataset version.
	RestoreDatasetVersion(ctx context.Context, in *RestoreDatasetVersionRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Lists DataItems in a Dataset.
	ListDataItems(ctx context.Context, in *ListDataItemsRequest, opts ...grpc.CallOption) (*ListDataItemsResponse, error)
	// Searches DataItems in a Dataset.
	SearchDataItems(ctx context.Context, in *SearchDataItemsRequest, opts ...grpc.CallOption) (*SearchDataItemsResponse, error)
	// Lists SavedQueries in a Dataset.
	ListSavedQueries(ctx context.Context, in *ListSavedQueriesRequest, opts ...grpc.CallOption) (*ListSavedQueriesResponse, error)
	// Deletes a SavedQuery.
	DeleteSavedQuery(ctx context.Context, in *DeleteSavedQueryRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets an AnnotationSpec.
	GetAnnotationSpec(ctx context.Context, in *GetAnnotationSpecRequest, opts ...grpc.CallOption) (*AnnotationSpec, error)
	// Lists Annotations belongs to a dataitem
	ListAnnotations(ctx context.Context, in *ListAnnotationsRequest, opts ...grpc.CallOption) (*ListAnnotationsResponse, error)
}

DatasetServiceClient is the client API for DatasetService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewDatasetServiceClient 

func NewDatasetServiceClient(cc grpc.ClientConnInterface) DatasetServiceClient

type DatasetServiceServer 

type DatasetServiceServer interface {
	// Creates a Dataset.
	CreateDataset(context.Context, *CreateDatasetRequest) (*longrunningpb.Operation, error)
	// Gets a Dataset.
	GetDataset(context.Context, *GetDatasetRequest) (*Dataset, error)
	// Updates a Dataset.
	UpdateDataset(context.Context, *UpdateDatasetRequest) (*Dataset, error)
	// Lists Datasets in a Location.
	ListDatasets(context.Context, *ListDatasetsRequest) (*ListDatasetsResponse, error)
	// Deletes a Dataset.
	DeleteDataset(context.Context, *DeleteDatasetRequest) (*longrunningpb.Operation, error)
	// Imports data into a Dataset.
	ImportData(context.Context, *ImportDataRequest) (*longrunningpb.Operation, error)
	// Exports data from a Dataset.
	ExportData(context.Context, *ExportDataRequest) (*longrunningpb.Operation, error)
	// Create a version from a Dataset.
	CreateDatasetVersion(context.Context, *CreateDatasetVersionRequest) (*longrunningpb.Operation, error)
	// Updates a DatasetVersion.
	UpdateDatasetVersion(context.Context, *UpdateDatasetVersionRequest) (*DatasetVersion, error)
	// Deletes a Dataset version.
	DeleteDatasetVersion(context.Context, *DeleteDatasetVersionRequest) (*longrunningpb.Operation, error)
	// Gets a Dataset version.
	GetDatasetVersion(context.Context, *GetDatasetVersionRequest) (*DatasetVersion, error)
	// Lists DatasetVersions in a Dataset.
	ListDatasetVersions(context.Context, *ListDatasetVersionsRequest) (*ListDatasetVersionsResponse, error)
	// Restores a dataset version.
	RestoreDatasetVersion(context.Context, *RestoreDatasetVersionRequest) (*longrunningpb.Operation, error)
	// Lists DataItems in a Dataset.
	ListDataItems(context.Context, *ListDataItemsRequest) (*ListDataItemsResponse, error)
	// Searches DataItems in a Dataset.
	SearchDataItems(context.Context, *SearchDataItemsRequest) (*SearchDataItemsResponse, error)
	// Lists SavedQueries in a Dataset.
	ListSavedQueries(context.Context, *ListSavedQueriesRequest) (*ListSavedQueriesResponse, error)
	// Deletes a SavedQuery.
	DeleteSavedQuery(context.Context, *DeleteSavedQueryRequest) (*longrunningpb.Operation, error)
	// Gets an AnnotationSpec.
	GetAnnotationSpec(context.Context, *GetAnnotationSpecRequest) (*AnnotationSpec, error)
	// Lists Annotations belongs to a dataitem
	ListAnnotations(context.Context, *ListAnnotationsRequest) (*ListAnnotationsResponse, error)
	// contains filtered or unexported methods
}

DatasetServiceServer is the server API for DatasetService service. All implementations must embed UnimplementedDatasetServiceServer for forward compatibility

type DatasetVersion 

type DatasetVersion struct {

	// Output only. Identifier. The resource name of the DatasetVersion.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Output only. Timestamp when this DatasetVersion was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this DatasetVersion was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Used to perform consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,3,opt,name=etag,proto3" json:"etag,omitempty"`
	// Output only. Name of the associated BigQuery dataset.
	BigQueryDatasetName string `protobuf:"bytes,4,opt,name=big_query_dataset_name,json=bigQueryDatasetName,proto3" json:"big_query_dataset_name,omitempty"`
	// The user-defined name of the DatasetVersion.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,7,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Required. Output only. Additional information about the DatasetVersion.
	Metadata *_struct.Value `protobuf:"bytes,8,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Output only. Reference to the public base model last used by the dataset
	// version. Only set for prompt dataset versions.
	ModelReference string `protobuf:"bytes,9,opt,name=model_reference,json=modelReference,proto3" json:"model_reference,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzs bool `protobuf:"varint,10,opt,name=satisfies_pzs,json=satisfiesPzs,proto3" json:"satisfies_pzs,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzi bool `protobuf:"varint,11,opt,name=satisfies_pzi,json=satisfiesPzi,proto3" json:"satisfies_pzi,omitempty"`
	// contains filtered or unexported fields
}

Describes the dataset version.

func (*DatasetVersion) Descriptor deprecated 

func (*DatasetVersion) Descriptor() ([]byte, []int)

Deprecated: Use DatasetVersion.ProtoReflect.Descriptor instead.

func (*DatasetVersion) GetBigQueryDatasetName 

func (x *DatasetVersion) GetBigQueryDatasetName() string

func (*DatasetVersion) GetCreateTime 

func (x *DatasetVersion) GetCreateTime() *timestamp.Timestamp

func (*DatasetVersion) GetDisplayName 

func (x *DatasetVersion) GetDisplayName() string

func (*DatasetVersion) GetEtag 

func (x *DatasetVersion) GetEtag() string

func (*DatasetVersion) GetMetadata 

func (x *DatasetVersion) GetMetadata() *_struct.Value

func (*DatasetVersion) GetModelReference 

func (x *DatasetVersion) GetModelReference() string

func (*DatasetVersion) GetName 

func (x *DatasetVersion) GetName() string

func (*DatasetVersion) GetSatisfiesPzi 

func (x *DatasetVersion) GetSatisfiesPzi() bool

func (*DatasetVersion) GetSatisfiesPzs 

func (x *DatasetVersion) GetSatisfiesPzs() bool

func (*DatasetVersion) GetUpdateTime 

func (x *DatasetVersion) GetUpdateTime() *timestamp.Timestamp

func (*DatasetVersion) ProtoMessage 

func (*DatasetVersion) ProtoMessage()

func (*DatasetVersion) ProtoReflect 

func (x *DatasetVersion) ProtoReflect() protoreflect.Message

func (*DatasetVersion) Reset 

func (x *DatasetVersion) Reset()

func (*DatasetVersion) String 

func (x *DatasetVersion) String() string

type DedicatedResources 

type DedicatedResources struct {

	// Required. Immutable. The specification of a single machine used by the
	// prediction.
	MachineSpec *MachineSpec `protobuf:"bytes,1,opt,name=machine_spec,json=machineSpec,proto3" json:"machine_spec,omitempty"`
	// Required. Immutable. The minimum number of machine replicas this
	// DeployedModel will be always deployed on. This value must be greater than
	// or equal to 1.
	//
	// If traffic against the DeployedModel increases, it may dynamically be
	// deployed onto more replicas, and as traffic decreases, some of these extra
	// replicas may be freed.
	MinReplicaCount int32 `protobuf:"varint,2,opt,name=min_replica_count,json=minReplicaCount,proto3" json:"min_replica_count,omitempty"`
	// Immutable. The maximum number of replicas this DeployedModel may be
	// deployed on when the traffic against it increases. If the requested value
	// is too large, the deployment will error, but if deployment succeeds then
	// the ability to scale the model to that many replicas is guaranteed (barring
	// service outages). If traffic against the DeployedModel increases beyond
	// what its replicas at maximum may handle, a portion of the traffic will be
	// dropped. If this value is not provided, will use
	// [min_replica_count][mockgcp.cloud.aiplatform.v1beta1.DedicatedResources.min_replica_count]
	// as the default value.
	//
	// The value of this field impacts the charge against Vertex CPU and GPU
	// quotas. Specifically, you will be charged for (max_replica_count *
	// number of cores in the selected machine type) and (max_replica_count *
	// number of GPUs per replica in the selected machine type).
	MaxReplicaCount int32 `protobuf:"varint,3,opt,name=max_replica_count,json=maxReplicaCount,proto3" json:"max_replica_count,omitempty"`
	// Immutable. The metric specifications that overrides a resource
	// utilization metric (CPU utilization, accelerator's duty cycle, and so on)
	// target value (default to 60 if not set). At most one entry is allowed per
	// metric.
	//
	// If
	// [machine_spec.accelerator_count][mockgcp.cloud.aiplatform.v1beta1.MachineSpec.accelerator_count]
	// is above 0, the autoscaling will be based on both CPU utilization and
	// accelerator's duty cycle metrics and scale up when either metrics exceeds
	// its target value while scale down if both metrics are under their target
	// value. The default target value is 60 for both metrics.
	//
	// If
	// [machine_spec.accelerator_count][mockgcp.cloud.aiplatform.v1beta1.MachineSpec.accelerator_count]
	// is 0, the autoscaling will be based on CPU utilization metric only with
	// default target value 60 if not explicitly set.
	//
	// For example, in the case of Online Prediction, if you want to override
	// target CPU utilization to 80, you should set
	// [autoscaling_metric_specs.metric_name][mockgcp.cloud.aiplatform.v1beta1.AutoscalingMetricSpec.metric_name]
	// to `aiplatform.googleapis.com/prediction/online/cpu/utilization` and
	// [autoscaling_metric_specs.target][mockgcp.cloud.aiplatform.v1beta1.AutoscalingMetricSpec.target]
	// to `80`.
	AutoscalingMetricSpecs []*AutoscalingMetricSpec `` /* 129-byte string literal not displayed */
	// contains filtered or unexported fields
}

A description of resources that are dedicated to a DeployedModel, and that need a higher degree of manual configuration.

func (*DedicatedResources) Descriptor deprecated 

func (*DedicatedResources) Descriptor() ([]byte, []int)

Deprecated: Use DedicatedResources.ProtoReflect.Descriptor instead.

func (*DedicatedResources) GetAutoscalingMetricSpecs 

func (x *DedicatedResources) GetAutoscalingMetricSpecs() []*AutoscalingMetricSpec

func (*DedicatedResources) GetMachineSpec 

func (x *DedicatedResources) GetMachineSpec() *MachineSpec

func (*DedicatedResources) GetMaxReplicaCount 

func (x *DedicatedResources) GetMaxReplicaCount() int32

func (*DedicatedResources) GetMinReplicaCount 

func (x *DedicatedResources) GetMinReplicaCount() int32

func (*DedicatedResources) ProtoMessage 

func (*DedicatedResources) ProtoMessage()

func (*DedicatedResources) ProtoReflect 

func (x *DedicatedResources) ProtoReflect() protoreflect.Message

func (*DedicatedResources) Reset 

func (x *DedicatedResources) Reset()

func (*DedicatedResources) String 

func (x *DedicatedResources) String() string

type DeleteDatasetRequest 

type DeleteDatasetRequest struct {

	// Required. The resource name of the Dataset to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.DeleteDataset][mockgcp.cloud.aiplatform.v1beta1.DatasetService.DeleteDataset].

func (*DeleteDatasetRequest) Descriptor deprecated 

func (*DeleteDatasetRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteDatasetRequest.ProtoReflect.Descriptor instead.

func (*DeleteDatasetRequest) GetName 

func (x *DeleteDatasetRequest) GetName() string

func (*DeleteDatasetRequest) ProtoMessage 

func (*DeleteDatasetRequest) ProtoMessage()

func (*DeleteDatasetRequest) ProtoReflect 

func (x *DeleteDatasetRequest) ProtoReflect() protoreflect.Message

func (*DeleteDatasetRequest) Reset 

func (x *DeleteDatasetRequest) Reset()

func (*DeleteDatasetRequest) String 

func (x *DeleteDatasetRequest) String() string

type DeleteDatasetVersionRequest 

type DeleteDatasetVersionRequest struct {

	// Required. The resource name of the Dataset version to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/datasetVersions/{dataset_version}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.DeleteDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.DeleteDatasetVersion].

func (*DeleteDatasetVersionRequest) Descriptor deprecated 

func (*DeleteDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*DeleteDatasetVersionRequest) GetName 

func (x *DeleteDatasetVersionRequest) GetName() string

func (*DeleteDatasetVersionRequest) ProtoMessage 

func (*DeleteDatasetVersionRequest) ProtoMessage()

func (*DeleteDatasetVersionRequest) ProtoReflect 

func (x *DeleteDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*DeleteDatasetVersionRequest) Reset 

func (x *DeleteDatasetVersionRequest) Reset()

func (*DeleteDatasetVersionRequest) String 

func (x *DeleteDatasetVersionRequest) String() string

type DeleteEndpointRequest 

type DeleteEndpointRequest struct {

	// Required. The name of the Endpoint resource to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.DeleteEndpoint][mockgcp.cloud.aiplatform.v1beta1.EndpointService.DeleteEndpoint].

func (*DeleteEndpointRequest) Descriptor deprecated 

func (*DeleteEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteEndpointRequest.ProtoReflect.Descriptor instead.

func (*DeleteEndpointRequest) GetName 

func (x *DeleteEndpointRequest) GetName() string

func (*DeleteEndpointRequest) ProtoMessage 

func (*DeleteEndpointRequest) ProtoMessage()

func (*DeleteEndpointRequest) ProtoReflect 

func (x *DeleteEndpointRequest) ProtoReflect() protoreflect.Message

func (*DeleteEndpointRequest) Reset 

func (x *DeleteEndpointRequest) Reset()

func (*DeleteEndpointRequest) String 

func (x *DeleteEndpointRequest) String() string

type DeleteOperationMetadata 

type DeleteOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform deletes of any entities.

func (*DeleteOperationMetadata) Descriptor deprecated 

func (*DeleteOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeleteOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeleteOperationMetadata) GetGenericMetadata 

func (x *DeleteOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeleteOperationMetadata) ProtoMessage 

func (*DeleteOperationMetadata) ProtoMessage()

func (*DeleteOperationMetadata) ProtoReflect 

func (x *DeleteOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeleteOperationMetadata) Reset 

func (x *DeleteOperationMetadata) Reset()

func (*DeleteOperationMetadata) String 

func (x *DeleteOperationMetadata) String() string

type DeleteSavedQueryRequest 

type DeleteSavedQueryRequest struct {

	// Required. The resource name of the SavedQuery to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.DeleteSavedQuery][mockgcp.cloud.aiplatform.v1beta1.DatasetService.DeleteSavedQuery].

func (*DeleteSavedQueryRequest) Descriptor deprecated 

func (*DeleteSavedQueryRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteSavedQueryRequest.ProtoReflect.Descriptor instead.

func (*DeleteSavedQueryRequest) GetName 

func (x *DeleteSavedQueryRequest) GetName() string

func (*DeleteSavedQueryRequest) ProtoMessage 

func (*DeleteSavedQueryRequest) ProtoMessage()

func (*DeleteSavedQueryRequest) ProtoReflect 

func (x *DeleteSavedQueryRequest) ProtoReflect() protoreflect.Message

func (*DeleteSavedQueryRequest) Reset 

func (x *DeleteSavedQueryRequest) Reset()

func (*DeleteSavedQueryRequest) String 

func (x *DeleteSavedQueryRequest) String() string

type DeleteTensorboardExperimentRequest 

type DeleteTensorboardExperimentRequest struct {

	// Required. The name of the TensorboardExperiment to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboardExperiment][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboardExperiment].

func (*DeleteTensorboardExperimentRequest) Descriptor deprecated 

func (*DeleteTensorboardExperimentRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardExperimentRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardExperimentRequest) GetName 

func (x *DeleteTensorboardExperimentRequest) GetName() string

func (*DeleteTensorboardExperimentRequest) ProtoMessage 

func (*DeleteTensorboardExperimentRequest) ProtoMessage()

func (*DeleteTensorboardExperimentRequest) ProtoReflect 

func (x *DeleteTensorboardExperimentRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardExperimentRequest) Reset 

func (x *DeleteTensorboardExperimentRequest) Reset()

func (*DeleteTensorboardExperimentRequest) String 

func (x *DeleteTensorboardExperimentRequest) String() string

type DeleteTensorboardRequest 

type DeleteTensorboardRequest struct {

	// Required. The name of the Tensorboard to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboard][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboard].

func (*DeleteTensorboardRequest) Descriptor deprecated 

func (*DeleteTensorboardRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardRequest) GetName 

func (x *DeleteTensorboardRequest) GetName() string

func (*DeleteTensorboardRequest) ProtoMessage 

func (*DeleteTensorboardRequest) ProtoMessage()

func (*DeleteTensorboardRequest) ProtoReflect 

func (x *DeleteTensorboardRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardRequest) Reset 

func (x *DeleteTensorboardRequest) Reset()

func (*DeleteTensorboardRequest) String 

func (x *DeleteTensorboardRequest) String() string

type DeleteTensorboardRunRequest 

type DeleteTensorboardRunRequest struct {

	// Required. The name of the TensorboardRun to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboardRun][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboardRun].

func (*DeleteTensorboardRunRequest) Descriptor deprecated 

func (*DeleteTensorboardRunRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardRunRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardRunRequest) GetName 

func (x *DeleteTensorboardRunRequest) GetName() string

func (*DeleteTensorboardRunRequest) ProtoMessage 

func (*DeleteTensorboardRunRequest) ProtoMessage()

func (*DeleteTensorboardRunRequest) ProtoReflect 

func (x *DeleteTensorboardRunRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardRunRequest) Reset 

func (x *DeleteTensorboardRunRequest) Reset()

func (*DeleteTensorboardRunRequest) String 

func (x *DeleteTensorboardRunRequest) String() string

type DeleteTensorboardTimeSeriesRequest 

type DeleteTensorboardTimeSeriesRequest struct {

	// Required. The name of the TensorboardTimeSeries to be deleted.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.DeleteTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.DeleteTensorboardTimeSeries].

func (*DeleteTensorboardTimeSeriesRequest) Descriptor deprecated 

func (*DeleteTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeleteTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*DeleteTensorboardTimeSeriesRequest) GetName 

func (x *DeleteTensorboardTimeSeriesRequest) GetName() string

func (*DeleteTensorboardTimeSeriesRequest) ProtoMessage 

func (*DeleteTensorboardTimeSeriesRequest) ProtoMessage()

func (*DeleteTensorboardTimeSeriesRequest) ProtoReflect 

func (x *DeleteTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*DeleteTensorboardTimeSeriesRequest) Reset 

func (x *DeleteTensorboardTimeSeriesRequest) Reset()

func (*DeleteTensorboardTimeSeriesRequest) String 

func (x *DeleteTensorboardTimeSeriesRequest) String() string

type DeployModelOperationMetadata 

type DeployModelOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [EndpointService.DeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.DeployModel].

func (*DeployModelOperationMetadata) Descriptor deprecated 

func (*DeployModelOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use DeployModelOperationMetadata.ProtoReflect.Descriptor instead.

func (*DeployModelOperationMetadata) GetGenericMetadata 

func (x *DeployModelOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*DeployModelOperationMetadata) ProtoMessage 

func (*DeployModelOperationMetadata) ProtoMessage()

func (*DeployModelOperationMetadata) ProtoReflect 

func (x *DeployModelOperationMetadata) ProtoReflect() protoreflect.Message

func (*DeployModelOperationMetadata) Reset 

func (x *DeployModelOperationMetadata) Reset()

func (*DeployModelOperationMetadata) String 

func (x *DeployModelOperationMetadata) String() string

type DeployModelRequest 

type DeployModelRequest struct {

	// Required. The name of the Endpoint resource into which to deploy a Model.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Required. The DeployedModel to be created within the Endpoint. Note that
	// [Endpoint.traffic_split][mockgcp.cloud.aiplatform.v1beta1.Endpoint.traffic_split]
	// must be updated for the DeployedModel to start receiving traffic, either as
	// part of this call, or via
	// [EndpointService.UpdateEndpoint][mockgcp.cloud.aiplatform.v1beta1.EndpointService.UpdateEndpoint].
	DeployedModel *DeployedModel `protobuf:"bytes,2,opt,name=deployed_model,json=deployedModel,proto3" json:"deployed_model,omitempty"`
	// A map from a DeployedModel's ID to the percentage of this Endpoint's
	// traffic that should be forwarded to that DeployedModel.
	//
	// If this field is non-empty, then the Endpoint's
	// [traffic_split][mockgcp.cloud.aiplatform.v1beta1.Endpoint.traffic_split]
	// will be overwritten with it. To refer to the ID of the just being deployed
	// Model, a "0" should be used, and the actual ID of the new DeployedModel
	// will be filled in its place by this method. The traffic percentage values
	// must add up to 100.
	//
	// If this field is empty, then the Endpoint's
	// [traffic_split][mockgcp.cloud.aiplatform.v1beta1.Endpoint.traffic_split] is
	// not updated.
	TrafficSplit map[string]int32 `` /* 186-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for [EndpointService.DeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.DeployModel].

func (*DeployModelRequest) Descriptor deprecated 

func (*DeployModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use DeployModelRequest.ProtoReflect.Descriptor instead.

func (*DeployModelRequest) GetDeployedModel 

func (x *DeployModelRequest) GetDeployedModel() *DeployedModel

func (*DeployModelRequest) GetEndpoint 

func (x *DeployModelRequest) GetEndpoint() string

func (*DeployModelRequest) GetTrafficSplit 

func (x *DeployModelRequest) GetTrafficSplit() map[string]int32

func (*DeployModelRequest) ProtoMessage 

func (*DeployModelRequest) ProtoMessage()

func (*DeployModelRequest) ProtoReflect 

func (x *DeployModelRequest) ProtoReflect() protoreflect.Message

func (*DeployModelRequest) Reset 

func (x *DeployModelRequest) Reset()

func (*DeployModelRequest) String 

func (x *DeployModelRequest) String() string

type DeployModelResponse 

type DeployModelResponse struct {

	// The DeployedModel that had been deployed in the Endpoint.
	DeployedModel *DeployedModel `protobuf:"bytes,1,opt,name=deployed_model,json=deployedModel,proto3" json:"deployed_model,omitempty"`
	// contains filtered or unexported fields
}

Response message for [EndpointService.DeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.DeployModel].

func (*DeployModelResponse) Descriptor deprecated 

func (*DeployModelResponse) Descriptor() ([]byte, []int)

Deprecated: Use DeployModelResponse.ProtoReflect.Descriptor instead.

func (*DeployModelResponse) GetDeployedModel 

func (x *DeployModelResponse) GetDeployedModel() *DeployedModel

func (*DeployModelResponse) ProtoMessage 

func (*DeployModelResponse) ProtoMessage()

func (*DeployModelResponse) ProtoReflect 

func (x *DeployModelResponse) ProtoReflect() protoreflect.Message

func (*DeployModelResponse) Reset 

func (x *DeployModelResponse) Reset()

func (*DeployModelResponse) String 

func (x *DeployModelResponse) String() string

type DeployedModel 

type DeployedModel struct {

	// The prediction (for example, the machine) resources that the DeployedModel
	// uses. The user is billed for the resources (at least their minimal amount)
	// even if the DeployedModel receives no traffic.
	// Not all Models support all resources types. See
	// [Model.supported_deployment_resources_types][mockgcp.cloud.aiplatform.v1beta1.Model.supported_deployment_resources_types].
	// Required except for Large Model Deploy use cases.
	//
	// Types that are assignable to PredictionResources:
	//
	//	*DeployedModel_DedicatedResources
	//	*DeployedModel_AutomaticResources
	//	*DeployedModel_SharedResources
	PredictionResources isDeployedModel_PredictionResources `protobuf_oneof:"prediction_resources"`
	// Immutable. The ID of the DeployedModel. If not provided upon deployment,
	// Vertex AI will generate a value for this ID.
	//
	// This value should be 1-10 characters, and valid characters are `/[0-9]/`.
	Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
	// Required. The resource name of the Model that this is the deployment of.
	// Note that the Model may be in a different location than the DeployedModel's
	// Endpoint.
	//
	// The resource name may contain version id or version alias to specify the
	// version.
	//
	//	Example: `projects/{project}/locations/{location}/models/{model}@2`
	//	            or
	//	          `projects/{project}/locations/{location}/models/{model}@golden`
	//
	// if no version is specified, the default version will be deployed.
	Model string `protobuf:"bytes,2,opt,name=model,proto3" json:"model,omitempty"`
	// Output only. The version ID of the model that is deployed.
	ModelVersionId string `protobuf:"bytes,18,opt,name=model_version_id,json=modelVersionId,proto3" json:"model_version_id,omitempty"`
	// The display name of the DeployedModel. If not provided upon creation,
	// the Model's display_name is used.
	DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Output only. Timestamp when the DeployedModel was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Explanation configuration for this DeployedModel.
	//
	// When deploying a Model using
	// [EndpointService.DeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.DeployModel],
	// this value overrides the value of
	// [Model.explanation_spec][mockgcp.cloud.aiplatform.v1beta1.Model.explanation_spec].
	// All fields of
	// [explanation_spec][mockgcp.cloud.aiplatform.v1beta1.DeployedModel.explanation_spec]
	// are optional in the request. If a field of
	// [explanation_spec][mockgcp.cloud.aiplatform.v1beta1.DeployedModel.explanation_spec]
	// is not populated, the value of the same field of
	// [Model.explanation_spec][mockgcp.cloud.aiplatform.v1beta1.Model.explanation_spec]
	// is inherited. If the corresponding
	// [Model.explanation_spec][mockgcp.cloud.aiplatform.v1beta1.Model.explanation_spec]
	// is not populated, all fields of the
	// [explanation_spec][mockgcp.cloud.aiplatform.v1beta1.DeployedModel.explanation_spec]
	// will be used for the explanation configuration.
	ExplanationSpec *ExplanationSpec `protobuf:"bytes,9,opt,name=explanation_spec,json=explanationSpec,proto3" json:"explanation_spec,omitempty"`
	// If true, deploy the model without explainable feature, regardless the
	// existence of
	// [Model.explanation_spec][mockgcp.cloud.aiplatform.v1beta1.Model.explanation_spec]
	// or
	// [explanation_spec][mockgcp.cloud.aiplatform.v1beta1.DeployedModel.explanation_spec].
	DisableExplanations bool `protobuf:"varint,19,opt,name=disable_explanations,json=disableExplanations,proto3" json:"disable_explanations,omitempty"`
	// The service account that the DeployedModel's container runs as. Specify the
	// email address of the service account. If this service account is not
	// specified, the container runs as a service account that doesn't have access
	// to the resource project.
	//
	// Users deploying the Model must have the `iam.serviceAccounts.actAs`
	// permission on this service account.
	ServiceAccount string `protobuf:"bytes,11,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"`
	// If true, the container of the DeployedModel instances will send `stderr`
	// and `stdout` streams to Cloud Logging.
	//
	// Only supported for custom-trained Models and AutoML Tabular Models.
	EnableContainerLogging bool `` /* 131-byte string literal not displayed */
	// If true, online prediction access logs are sent to Cloud
	// Logging.
	// These logs are like standard server access logs, containing
	// information like timestamp and latency for each prediction request.
	//
	// Note that logs may incur a cost, especially if your project
	// receives prediction requests at a high queries per second rate (QPS).
	// Estimate your costs before enabling this option.
	EnableAccessLogging bool `protobuf:"varint,13,opt,name=enable_access_logging,json=enableAccessLogging,proto3" json:"enable_access_logging,omitempty"`
	// Output only. Provide paths for users to send predict/explain/health
	// requests directly to the deployed model services running on Cloud via
	// private services access. This field is populated if
	// [network][mockgcp.cloud.aiplatform.v1beta1.Endpoint.network] is configured.
	PrivateEndpoints *PrivateEndpoints `protobuf:"bytes,14,opt,name=private_endpoints,json=privateEndpoints,proto3" json:"private_endpoints,omitempty"`
	// contains filtered or unexported fields
}

A deployment of a Model. Endpoints contain one or more DeployedModels.

func (*DeployedModel) Descriptor deprecated 

func (*DeployedModel) Descriptor() ([]byte, []int)

Deprecated: Use DeployedModel.ProtoReflect.Descriptor instead.

func (*DeployedModel) GetAutomaticResources 

func (x *DeployedModel) GetAutomaticResources() *AutomaticResources

func (*DeployedModel) GetCreateTime 

func (x *DeployedModel) GetCreateTime() *timestamp.Timestamp

func (*DeployedModel) GetDedicatedResources 

func (x *DeployedModel) GetDedicatedResources() *DedicatedResources

func (*DeployedModel) GetDisableExplanations 

func (x *DeployedModel) GetDisableExplanations() bool

func (*DeployedModel) GetDisplayName 

func (x *DeployedModel) GetDisplayName() string

func (*DeployedModel) GetEnableAccessLogging 

func (x *DeployedModel) GetEnableAccessLogging() bool

func (*DeployedModel) GetEnableContainerLogging 

func (x *DeployedModel) GetEnableContainerLogging() bool

func (*DeployedModel) GetExplanationSpec 

func (x *DeployedModel) GetExplanationSpec() *ExplanationSpec

func (*DeployedModel) GetId 

func (x *DeployedModel) GetId() string

func (*DeployedModel) GetModel 

func (x *DeployedModel) GetModel() string

func (*DeployedModel) GetModelVersionId 

func (x *DeployedModel) GetModelVersionId() string

func (*DeployedModel) GetPredictionResources 

func (m *DeployedModel) GetPredictionResources() isDeployedModel_PredictionResources

func (*DeployedModel) GetPrivateEndpoints 

func (x *DeployedModel) GetPrivateEndpoints() *PrivateEndpoints

func (*DeployedModel) GetServiceAccount 

func (x *DeployedModel) GetServiceAccount() string

func (*DeployedModel) GetSharedResources 

func (x *DeployedModel) GetSharedResources() string

func (*DeployedModel) ProtoMessage 

func (*DeployedModel) ProtoMessage()

func (*DeployedModel) ProtoReflect 

func (x *DeployedModel) ProtoReflect() protoreflect.Message

func (*DeployedModel) Reset 

func (x *DeployedModel) Reset()

func (*DeployedModel) String 

func (x *DeployedModel) String() string

type DeployedModel_AutomaticResources 

type DeployedModel_AutomaticResources struct {
	// A description of resources that to large degree are decided by Vertex
	// AI, and require only a modest additional configuration.
	AutomaticResources *AutomaticResources `protobuf:"bytes,8,opt,name=automatic_resources,json=automaticResources,proto3,oneof"`
}

type DeployedModel_DedicatedResources 

type DeployedModel_DedicatedResources struct {
	// A description of resources that are dedicated to the DeployedModel, and
	// that need a higher degree of manual configuration.
	DedicatedResources *DedicatedResources `protobuf:"bytes,7,opt,name=dedicated_resources,json=dedicatedResources,proto3,oneof"`
}

type DeployedModel_SharedResources 

type DeployedModel_SharedResources struct {
	// The resource name of the shared DeploymentResourcePool to deploy on.
	// Format:
	// `projects/{project}/locations/{location}/deploymentResourcePools/{deployment_resource_pool}`
	SharedResources string `protobuf:"bytes,17,opt,name=shared_resources,json=sharedResources,proto3,oneof"`
}

type DirectUploadSource 

type DirectUploadSource struct {
	// contains filtered or unexported fields
}

The input content is encapsulated and uploaded in the request.

func (*DirectUploadSource) Descriptor deprecated 

func (*DirectUploadSource) Descriptor() ([]byte, []int)

Deprecated: Use DirectUploadSource.ProtoReflect.Descriptor instead.

func (*DirectUploadSource) ProtoMessage 

func (*DirectUploadSource) ProtoMessage()

func (*DirectUploadSource) ProtoReflect 

func (x *DirectUploadSource) ProtoReflect() protoreflect.Message

func (*DirectUploadSource) Reset 

func (x *DirectUploadSource) Reset()

func (*DirectUploadSource) String 

func (x *DirectUploadSource) String() string

type DiskSpec 

type DiskSpec struct {

	// Type of the boot disk (default is "pd-ssd").
	// Valid values: "pd-ssd" (Persistent Disk Solid State Drive) or
	// "pd-standard" (Persistent Disk Hard Disk Drive).
	BootDiskType string `protobuf:"bytes,1,opt,name=boot_disk_type,json=bootDiskType,proto3" json:"boot_disk_type,omitempty"`
	// Size in GB of the boot disk (default is 100GB).
	BootDiskSizeGb int32 `protobuf:"varint,2,opt,name=boot_disk_size_gb,json=bootDiskSizeGb,proto3" json:"boot_disk_size_gb,omitempty"`
	// contains filtered or unexported fields
}

Represents the spec of disk options.

func (*DiskSpec) Descriptor deprecated 

func (*DiskSpec) Descriptor() ([]byte, []int)

Deprecated: Use DiskSpec.ProtoReflect.Descriptor instead.

func (*DiskSpec) GetBootDiskSizeGb 

func (x *DiskSpec) GetBootDiskSizeGb() int32

func (*DiskSpec) GetBootDiskType 

func (x *DiskSpec) GetBootDiskType() string

func (*DiskSpec) ProtoMessage 

func (*DiskSpec) ProtoMessage()

func (*DiskSpec) ProtoReflect 

func (x *DiskSpec) ProtoReflect() protoreflect.Message

func (*DiskSpec) Reset 

func (x *DiskSpec) Reset()

func (*DiskSpec) String 

func (x *DiskSpec) String() string

type EncryptionSpec 

type EncryptionSpec struct {

	// Required. The Cloud KMS resource identifier of the customer managed
	// encryption key used to protect a resource. Has the form:
	// `projects/my-project/locations/my-region/keyRings/my-kr/cryptoKeys/my-key`.
	// The key needs to be in the same region as where the compute resource is
	// created.
	KmsKeyName string `protobuf:"bytes,1,opt,name=kms_key_name,json=kmsKeyName,proto3" json:"kms_key_name,omitempty"`
	// contains filtered or unexported fields
}

Represents a customer-managed encryption key spec that can be applied to a top-level resource.

func (*EncryptionSpec) Descriptor deprecated 

func (*EncryptionSpec) Descriptor() ([]byte, []int)

Deprecated: Use EncryptionSpec.ProtoReflect.Descriptor instead.

func (*EncryptionSpec) GetKmsKeyName 

func (x *EncryptionSpec) GetKmsKeyName() string

func (*EncryptionSpec) ProtoMessage 

func (*EncryptionSpec) ProtoMessage()

func (*EncryptionSpec) ProtoReflect 

func (x *EncryptionSpec) ProtoReflect() protoreflect.Message

func (*EncryptionSpec) Reset 

func (x *EncryptionSpec) Reset()

func (*EncryptionSpec) String 

func (x *EncryptionSpec) String() string

type Endpoint 

type Endpoint struct {

	// Output only. The resource name of the Endpoint.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The display name of the Endpoint.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// The description of the Endpoint.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. The models deployed in this Endpoint.
	// To add or remove DeployedModels use
	// [EndpointService.DeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.DeployModel]
	// and
	// [EndpointService.UndeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.UndeployModel]
	// respectively.
	DeployedModels []*DeployedModel `protobuf:"bytes,4,rep,name=deployed_models,json=deployedModels,proto3" json:"deployed_models,omitempty"`
	// A map from a DeployedModel's ID to the percentage of this Endpoint's
	// traffic that should be forwarded to that DeployedModel.
	//
	// If a DeployedModel's ID is not listed in this map, then it receives no
	// traffic.
	//
	// The traffic percentage values must add up to 100, or map must be empty if
	// the Endpoint is to not accept any traffic at a moment.
	TrafficSplit map[string]int32 `` /* 186-byte string literal not displayed */
	// Used to perform consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,6,opt,name=etag,proto3" json:"etag,omitempty"`
	// The labels with user-defined metadata to organize your Endpoints.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Output only. Timestamp when this Endpoint was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,8,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this Endpoint was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,9,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Customer-managed encryption key spec for an Endpoint. If set, this
	// Endpoint and all sub-resources of this Endpoint will be secured by
	// this key.
	EncryptionSpec *EncryptionSpec `protobuf:"bytes,10,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`
	// Optional. The full name of the Google Compute Engine
	// [network](https://cloud.google.com//compute/docs/networks-and-firewalls#networks)
	// to which the Endpoint should be peered.
	//
	// Private services access must already be configured for the network. If left
	// unspecified, the Endpoint is not peered with any network.
	//
	// Only one of the fields,
	// [network][mockgcp.cloud.aiplatform.v1beta1.Endpoint.network] or
	// [enable_private_service_connect][mockgcp.cloud.aiplatform.v1beta1.Endpoint.enable_private_service_connect],
	// can be set.
	//
	// [Format](https://cloud.google.com/compute/docs/reference/rest/v1/networks/insert):
	// `projects/{project}/global/networks/{network}`.
	// Where `{project}` is a project number, as in `12345`, and `{network}` is
	// network name.
	Network string `protobuf:"bytes,13,opt,name=network,proto3" json:"network,omitempty"`
	// Deprecated: If true, expose the Endpoint via private service connect.
	//
	// Only one of the fields,
	// [network][mockgcp.cloud.aiplatform.v1beta1.Endpoint.network] or
	// [enable_private_service_connect][mockgcp.cloud.aiplatform.v1beta1.Endpoint.enable_private_service_connect],
	// can be set.
	//
	// Deprecated: Do not use.
	EnablePrivateServiceConnect bool `` /* 148-byte string literal not displayed */
	// Output only. Resource name of the Model Monitoring job associated with this
	// Endpoint if monitoring is enabled by
	// [JobService.CreateModelDeploymentMonitoringJob][mockgcp.cloud.aiplatform.v1beta1.JobService.CreateModelDeploymentMonitoringJob].
	// Format:
	// `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
	ModelDeploymentMonitoringJob string `` /* 150-byte string literal not displayed */
	// Configures the request-response logging for online prediction.
	PredictRequestResponseLoggingConfig *PredictRequestResponseLoggingConfig `` /* 173-byte string literal not displayed */
	// contains filtered or unexported fields
}

Models are deployed into it, and afterwards Endpoint is called to obtain predictions and explanations.

func (*Endpoint) Descriptor deprecated 

func (*Endpoint) Descriptor() ([]byte, []int)

Deprecated: Use Endpoint.ProtoReflect.Descriptor instead.

func (*Endpoint) GetCreateTime 

func (x *Endpoint) GetCreateTime() *timestamp.Timestamp

func (*Endpoint) GetDeployedModels 

func (x *Endpoint) GetDeployedModels() []*DeployedModel

func (*Endpoint) GetDescription 

func (x *Endpoint) GetDescription() string

func (*Endpoint) GetDisplayName 

func (x *Endpoint) GetDisplayName() string

func (*Endpoint) GetEnablePrivateServiceConnect deprecated 

func (x *Endpoint) GetEnablePrivateServiceConnect() bool

Deprecated: Do not use.

func (*Endpoint) GetEncryptionSpec 

func (x *Endpoint) GetEncryptionSpec() *EncryptionSpec

func (*Endpoint) GetEtag 

func (x *Endpoint) GetEtag() string

func (*Endpoint) GetLabels 

func (x *Endpoint) GetLabels() map[string]string

func (*Endpoint) GetModelDeploymentMonitoringJob 

func (x *Endpoint) GetModelDeploymentMonitoringJob() string

func (*Endpoint) GetName 

func (x *Endpoint) GetName() string

func (*Endpoint) GetNetwork 

func (x *Endpoint) GetNetwork() string

func (*Endpoint) GetPredictRequestResponseLoggingConfig 

func (x *Endpoint) GetPredictRequestResponseLoggingConfig() *PredictRequestResponseLoggingConfig

func (*Endpoint) GetTrafficSplit 

func (x *Endpoint) GetTrafficSplit() map[string]int32

func (*Endpoint) GetUpdateTime 

func (x *Endpoint) GetUpdateTime() *timestamp.Timestamp

func (*Endpoint) ProtoMessage 

func (*Endpoint) ProtoMessage()

func (*Endpoint) ProtoReflect 

func (x *Endpoint) ProtoReflect() protoreflect.Message

func (*Endpoint) Reset 

func (x *Endpoint) Reset()

func (*Endpoint) String 

func (x *Endpoint) String() string

type EndpointServiceClient 

type EndpointServiceClient interface {
	// Creates an Endpoint.
	CreateEndpoint(ctx context.Context, in *CreateEndpointRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets an Endpoint.
	GetEndpoint(ctx context.Context, in *GetEndpointRequest, opts ...grpc.CallOption) (*Endpoint, error)
	// Lists Endpoints in a Location.
	ListEndpoints(ctx context.Context, in *ListEndpointsRequest, opts ...grpc.CallOption) (*ListEndpointsResponse, error)
	// Updates an Endpoint.
	UpdateEndpoint(ctx context.Context, in *UpdateEndpointRequest, opts ...grpc.CallOption) (*Endpoint, error)
	// Deletes an Endpoint.
	DeleteEndpoint(ctx context.Context, in *DeleteEndpointRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Deploys a Model into this Endpoint, creating a DeployedModel within it.
	DeployModel(ctx context.Context, in *DeployModelRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Undeploys a Model from an Endpoint, removing a DeployedModel from it, and
	// freeing all resources it's using.
	UndeployModel(ctx context.Context, in *UndeployModelRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Updates an existing deployed model. Updatable fields include
	// `min_replica_count`, `max_replica_count`, `autoscaling_metric_specs`,
	// `disable_container_logging` (v1 only), and `enable_container_logging`
	// (v1beta1 only).
	MutateDeployedModel(ctx context.Context, in *MutateDeployedModelRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
}

EndpointServiceClient is the client API for EndpointService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewEndpointServiceClient 

func NewEndpointServiceClient(cc grpc.ClientConnInterface) EndpointServiceClient

type EndpointServiceServer 

type EndpointServiceServer interface {
	// Creates an Endpoint.
	CreateEndpoint(context.Context, *CreateEndpointRequest) (*longrunningpb.Operation, error)
	// Gets an Endpoint.
	GetEndpoint(context.Context, *GetEndpointRequest) (*Endpoint, error)
	// Lists Endpoints in a Location.
	ListEndpoints(context.Context, *ListEndpointsRequest) (*ListEndpointsResponse, error)
	// Updates an Endpoint.
	UpdateEndpoint(context.Context, *UpdateEndpointRequest) (*Endpoint, error)
	// Deletes an Endpoint.
	DeleteEndpoint(context.Context, *DeleteEndpointRequest) (*longrunningpb.Operation, error)
	// Deploys a Model into this Endpoint, creating a DeployedModel within it.
	DeployModel(context.Context, *DeployModelRequest) (*longrunningpb.Operation, error)
	// Undeploys a Model from an Endpoint, removing a DeployedModel from it, and
	// freeing all resources it's using.
	UndeployModel(context.Context, *UndeployModelRequest) (*longrunningpb.Operation, error)
	// Updates an existing deployed model. Updatable fields include
	// `min_replica_count`, `max_replica_count`, `autoscaling_metric_specs`,
	// `disable_container_logging` (v1 only), and `enable_container_logging`
	// (v1beta1 only).
	MutateDeployedModel(context.Context, *MutateDeployedModelRequest) (*longrunningpb.Operation, error)
	// contains filtered or unexported methods
}

EndpointServiceServer is the server API for EndpointService service. All implementations must embed UnimplementedEndpointServiceServer for forward compatibility

type Examples 

type Examples struct {

	// Types that are assignable to Source:
	//
	//	*Examples_ExampleGcsSource_
	Source isExamples_Source `protobuf_oneof:"source"`
	// Types that are assignable to Config:
	//
	//	*Examples_NearestNeighborSearchConfig
	//	*Examples_Presets
	Config isExamples_Config `protobuf_oneof:"config"`
	// The Cloud Storage locations that contain the instances to be
	// indexed for approximate nearest neighbor search.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// The number of neighbors to return when querying for examples.
	NeighborCount int32 `protobuf:"varint,3,opt,name=neighbor_count,json=neighborCount,proto3" json:"neighbor_count,omitempty"`
	// contains filtered or unexported fields
}

Example-based explainability that returns the nearest neighbors from the provided dataset.

func (*Examples) Descriptor deprecated 

func (*Examples) Descriptor() ([]byte, []int)

Deprecated: Use Examples.ProtoReflect.Descriptor instead.

func (*Examples) GetConfig 

func (m *Examples) GetConfig() isExamples_Config

func (*Examples) GetExampleGcsSource 

func (x *Examples) GetExampleGcsSource() *Examples_ExampleGcsSource

func (*Examples) GetGcsSource 

func (x *Examples) GetGcsSource() *GcsSource

func (*Examples) GetNearestNeighborSearchConfig 

func (x *Examples) GetNearestNeighborSearchConfig() *_struct.Value

func (*Examples) GetNeighborCount 

func (x *Examples) GetNeighborCount() int32

func (*Examples) GetPresets 

func (x *Examples) GetPresets() *Presets

func (*Examples) GetSource 

func (m *Examples) GetSource() isExamples_Source

func (*Examples) ProtoMessage 

func (*Examples) ProtoMessage()

func (*Examples) ProtoReflect 

func (x *Examples) ProtoReflect() protoreflect.Message

func (*Examples) Reset 

func (x *Examples) Reset()

func (*Examples) String 

func (x *Examples) String() string

type ExamplesOverride 

type ExamplesOverride struct {

	// The number of neighbors to return.
	NeighborCount int32 `protobuf:"varint,1,opt,name=neighbor_count,json=neighborCount,proto3" json:"neighbor_count,omitempty"`
	// The number of neighbors to return that have the same crowding tag.
	CrowdingCount int32 `protobuf:"varint,2,opt,name=crowding_count,json=crowdingCount,proto3" json:"crowding_count,omitempty"`
	// Restrict the resulting nearest neighbors to respect these constraints.
	Restrictions []*ExamplesRestrictionsNamespace `protobuf:"bytes,3,rep,name=restrictions,proto3" json:"restrictions,omitempty"`
	// If true, return the embeddings instead of neighbors.
	ReturnEmbeddings bool `protobuf:"varint,4,opt,name=return_embeddings,json=returnEmbeddings,proto3" json:"return_embeddings,omitempty"`
	// The format of the data being provided with each call.
	DataFormat ExamplesOverride_DataFormat `` /* 158-byte string literal not displayed */
	// contains filtered or unexported fields
}

Overrides for example-based explanations.

func (*ExamplesOverride) Descriptor deprecated 

func (*ExamplesOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExamplesOverride.ProtoReflect.Descriptor instead.

func (*ExamplesOverride) GetCrowdingCount 

func (x *ExamplesOverride) GetCrowdingCount() int32

func (*ExamplesOverride) GetDataFormat 

func (x *ExamplesOverride) GetDataFormat() ExamplesOverride_DataFormat

func (*ExamplesOverride) GetNeighborCount 

func (x *ExamplesOverride) GetNeighborCount() int32

func (*ExamplesOverride) GetRestrictions 

func (x *ExamplesOverride) GetRestrictions() []*ExamplesRestrictionsNamespace

func (*ExamplesOverride) GetReturnEmbeddings 

func (x *ExamplesOverride) GetReturnEmbeddings() bool

func (*ExamplesOverride) ProtoMessage 

func (*ExamplesOverride) ProtoMessage()

func (*ExamplesOverride) ProtoReflect 

func (x *ExamplesOverride) ProtoReflect() protoreflect.Message

func (*ExamplesOverride) Reset 

func (x *ExamplesOverride) Reset()

func (*ExamplesOverride) String 

func (x *ExamplesOverride) String() string

type ExamplesOverride_DataFormat 

type ExamplesOverride_DataFormat int32

Data format enum. 

const (
	// Unspecified format. Must not be used.
	ExamplesOverride_DATA_FORMAT_UNSPECIFIED ExamplesOverride_DataFormat = 0
	// Provided data is a set of model inputs.
	ExamplesOverride_INSTANCES ExamplesOverride_DataFormat = 1
	// Provided data is a set of embeddings.
	ExamplesOverride_EMBEDDINGS ExamplesOverride_DataFormat = 2
)

func (ExamplesOverride_DataFormat) Descriptor 

func (ExamplesOverride_DataFormat) Descriptor() protoreflect.EnumDescriptor

func (ExamplesOverride_DataFormat) Enum 

func (x ExamplesOverride_DataFormat) Enum() *ExamplesOverride_DataFormat

func (ExamplesOverride_DataFormat) EnumDescriptor deprecated 

func (ExamplesOverride_DataFormat) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExamplesOverride_DataFormat.Descriptor instead.

func (ExamplesOverride_DataFormat) Number 

func (x ExamplesOverride_DataFormat) Number() protoreflect.EnumNumber

func (ExamplesOverride_DataFormat) String 

func (x ExamplesOverride_DataFormat) String() string

func (ExamplesOverride_DataFormat) Type 

func (ExamplesOverride_DataFormat) Type() protoreflect.EnumType

type ExamplesRestrictionsNamespace 

type ExamplesRestrictionsNamespace struct {

	// The namespace name.
	NamespaceName string `protobuf:"bytes,1,opt,name=namespace_name,json=namespaceName,proto3" json:"namespace_name,omitempty"`
	// The list of allowed tags.
	Allow []string `protobuf:"bytes,2,rep,name=allow,proto3" json:"allow,omitempty"`
	// The list of deny tags.
	Deny []string `protobuf:"bytes,3,rep,name=deny,proto3" json:"deny,omitempty"`
	// contains filtered or unexported fields
}

Restrictions namespace for example-based explanations overrides.

func (*ExamplesRestrictionsNamespace) Descriptor deprecated 

func (*ExamplesRestrictionsNamespace) Descriptor() ([]byte, []int)

Deprecated: Use ExamplesRestrictionsNamespace.ProtoReflect.Descriptor instead.

func (*ExamplesRestrictionsNamespace) GetAllow 

func (x *ExamplesRestrictionsNamespace) GetAllow() []string

func (*ExamplesRestrictionsNamespace) GetDeny 

func (x *ExamplesRestrictionsNamespace) GetDeny() []string

func (*ExamplesRestrictionsNamespace) GetNamespaceName 

func (x *ExamplesRestrictionsNamespace) GetNamespaceName() string

func (*ExamplesRestrictionsNamespace) ProtoMessage 

func (*ExamplesRestrictionsNamespace) ProtoMessage()

func (*ExamplesRestrictionsNamespace) ProtoReflect 

func (x *ExamplesRestrictionsNamespace) ProtoReflect() protoreflect.Message

func (*ExamplesRestrictionsNamespace) Reset 

func (x *ExamplesRestrictionsNamespace) Reset()

func (*ExamplesRestrictionsNamespace) String 

func (x *ExamplesRestrictionsNamespace) String() string

type Examples_ExampleGcsSource 

type Examples_ExampleGcsSource struct {

	// The format in which instances are given, if not specified, assume it's
	// JSONL format. Currently only JSONL format is supported.
	DataFormat Examples_ExampleGcsSource_DataFormat `` /* 167-byte string literal not displayed */
	// The Cloud Storage location for the input instances.
	GcsSource *GcsSource `protobuf:"bytes,2,opt,name=gcs_source,json=gcsSource,proto3" json:"gcs_source,omitempty"`
	// contains filtered or unexported fields
}

The Cloud Storage input instances.

func (*Examples_ExampleGcsSource) Descriptor deprecated 

func (*Examples_ExampleGcsSource) Descriptor() ([]byte, []int)

Deprecated: Use Examples_ExampleGcsSource.ProtoReflect.Descriptor instead.

func (*Examples_ExampleGcsSource) GetDataFormat 

func (x *Examples_ExampleGcsSource) GetDataFormat() Examples_ExampleGcsSource_DataFormat

func (*Examples_ExampleGcsSource) GetGcsSource 

func (x *Examples_ExampleGcsSource) GetGcsSource() *GcsSource

func (*Examples_ExampleGcsSource) ProtoMessage 

func (*Examples_ExampleGcsSource) ProtoMessage()

func (*Examples_ExampleGcsSource) ProtoReflect 

func (x *Examples_ExampleGcsSource) ProtoReflect() protoreflect.Message

func (*Examples_ExampleGcsSource) Reset 

func (x *Examples_ExampleGcsSource) Reset()

func (*Examples_ExampleGcsSource) String 

func (x *Examples_ExampleGcsSource) String() string

type Examples_ExampleGcsSource_ 

type Examples_ExampleGcsSource_ struct {
	// The Cloud Storage input instances.
	ExampleGcsSource *Examples_ExampleGcsSource `protobuf:"bytes,5,opt,name=example_gcs_source,json=exampleGcsSource,proto3,oneof"`
}

type Examples_ExampleGcsSource_DataFormat 

type Examples_ExampleGcsSource_DataFormat int32

The format of the input example instances. 

const (
	// Format unspecified, used when unset.
	Examples_ExampleGcsSource_DATA_FORMAT_UNSPECIFIED Examples_ExampleGcsSource_DataFormat = 0
	// Examples are stored in JSONL files.
	Examples_ExampleGcsSource_JSONL Examples_ExampleGcsSource_DataFormat = 1
)

func (Examples_ExampleGcsSource_DataFormat) Descriptor 

func (Examples_ExampleGcsSource_DataFormat) Descriptor() protoreflect.EnumDescriptor

func (Examples_ExampleGcsSource_DataFormat) Enum 

func (x Examples_ExampleGcsSource_DataFormat) Enum() *Examples_ExampleGcsSource_DataFormat

func (Examples_ExampleGcsSource_DataFormat) EnumDescriptor deprecated 

func (Examples_ExampleGcsSource_DataFormat) EnumDescriptor() ([]byte, []int)

Deprecated: Use Examples_ExampleGcsSource_DataFormat.Descriptor instead.

func (Examples_ExampleGcsSource_DataFormat) Number 

func (x Examples_ExampleGcsSource_DataFormat) Number() protoreflect.EnumNumber

func (Examples_ExampleGcsSource_DataFormat) String 

func (x Examples_ExampleGcsSource_DataFormat) String() string

func (Examples_ExampleGcsSource_DataFormat) Type 

func (Examples_ExampleGcsSource_DataFormat) Type() protoreflect.EnumType

type Examples_NearestNeighborSearchConfig 

type Examples_NearestNeighborSearchConfig struct {
	// The full configuration for the generated index, the semantics are the
	// same as [metadata][mockgcp.cloud.aiplatform.v1beta1.Index.metadata] and
	// should match
	// [NearestNeighborSearchConfig](https://cloud.google.com/vertex-ai/docs/explainable-ai/configuring-explanations-example-based#nearest-neighbor-search-config).
	NearestNeighborSearchConfig *_struct.Value `protobuf:"bytes,2,opt,name=nearest_neighbor_search_config,json=nearestNeighborSearchConfig,proto3,oneof"`
}

type Examples_Presets 

type Examples_Presets struct {
	// Simplified preset configuration, which automatically sets configuration
	// values based on the desired query speed-precision trade-off and modality.
	Presets *Presets `protobuf:"bytes,4,opt,name=presets,proto3,oneof"`
}

type Explanation 

type Explanation struct {

	// Output only. Feature attributions grouped by predicted outputs.
	//
	// For Models that predict only one output, such as regression Models that
	// predict only one score, there is only one attibution that explains the
	// predicted output. For Models that predict multiple outputs, such as
	// multiclass Models that predict multiple classes, each element explains one
	// specific item.
	// [Attribution.output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index]
	// can be used to identify which output this attribution is explaining.
	//
	// By default, we provide Shapley values for the predicted class. However,
	// you can configure the explanation request to generate Shapley values for
	// any other classes too. For example, if a model predicts a probability of
	// `0.4` for approving a loan application, the model's decision is to reject
	// the application since `p(reject) = 0.6 > p(approve) = 0.4`, and the default
	// Shapley values would be computed for rejection decision and not approval,
	// even though the latter might be the positive class.
	//
	// If users set
	// [ExplanationParameters.top_k][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.top_k],
	// the attributions are sorted by
	// [instance_output_value][Attributions.instance_output_value] in descending
	// order. If
	// [ExplanationParameters.output_indices][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.output_indices]
	// is specified, the attributions are stored by
	// [Attribution.output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index]
	// in the same order as they appear in the output_indices.
	Attributions []*Attribution `protobuf:"bytes,1,rep,name=attributions,proto3" json:"attributions,omitempty"`
	// Output only. List of the nearest neighbors for example-based explanations.
	//
	// For models deployed with the examples explanations feature enabled, the
	// attributions field is empty and instead the neighbors field is populated.
	Neighbors []*Neighbor `protobuf:"bytes,2,rep,name=neighbors,proto3" json:"neighbors,omitempty"`
	// contains filtered or unexported fields
}

Explanation of a prediction (provided in [PredictResponse.predictions][mockgcp.cloud.aiplatform.v1beta1.PredictResponse.predictions]) produced by the Model on a given [instance][mockgcp.cloud.aiplatform.v1beta1.ExplainRequest.instances].

func (*Explanation) Descriptor deprecated 

func (*Explanation) Descriptor() ([]byte, []int)

Deprecated: Use Explanation.ProtoReflect.Descriptor instead.

func (*Explanation) GetAttributions 

func (x *Explanation) GetAttributions() []*Attribution

func (*Explanation) GetNeighbors 

func (x *Explanation) GetNeighbors() []*Neighbor

func (*Explanation) ProtoMessage 

func (*Explanation) ProtoMessage()

func (*Explanation) ProtoReflect 

func (x *Explanation) ProtoReflect() protoreflect.Message

func (*Explanation) Reset 

func (x *Explanation) Reset()

func (*Explanation) String 

func (x *Explanation) String() string

type ExplanationMetadata 

type ExplanationMetadata struct {

	// Required. Map from feature names to feature input metadata. Keys are the
	// name of the features. Values are the specification of the feature.
	//
	// An empty InputMetadata is valid. It describes a text feature which has the
	// name specified as the key in
	// [ExplanationMetadata.inputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	// The baseline of the empty feature is chosen by Vertex AI.
	//
	// For Vertex AI-provided Tensorflow images, the key can be any friendly
	// name of the feature. Once specified,
	// [featureAttributions][mockgcp.cloud.aiplatform.v1beta1.Attribution.feature_attributions]
	// are keyed by this key (if not grouped with another feature).
	//
	// For custom images, the key must match with the key in
	// [instance][mockgcp.cloud.aiplatform.v1beta1.ExplainRequest.instances].
	Inputs map[string]*ExplanationMetadata_InputMetadata `` /* 153-byte string literal not displayed */
	// Required. Map from output names to output metadata.
	//
	// For Vertex AI-provided Tensorflow images, keys can be any user defined
	// string that consists of any UTF-8 characters.
	//
	// For custom images, keys are the name of the output field in the prediction
	// to be explained.
	//
	// Currently only one key is allowed.
	Outputs map[string]*ExplanationMetadata_OutputMetadata `` /* 155-byte string literal not displayed */
	// Points to a YAML file stored on Google Cloud Storage describing the format
	// of the [feature
	// attributions][mockgcp.cloud.aiplatform.v1beta1.Attribution.feature_attributions].
	// The schema is defined as an OpenAPI 3.0.2 [Schema
	// Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	// AutoML tabular Models always have this field populated by Vertex AI.
	// Note: The URI given on output may be different, including the URI scheme,
	// than the one given on input. The output URI will point to a location where
	// the user only has a read access.
	FeatureAttributionsSchemaUri string `` /* 149-byte string literal not displayed */
	// Name of the source to generate embeddings for example based explanations.
	LatentSpaceSource string `protobuf:"bytes,5,opt,name=latent_space_source,json=latentSpaceSource,proto3" json:"latent_space_source,omitempty"`
	// contains filtered or unexported fields
}

Metadata describing the Model's input and output for explanation.

func (*ExplanationMetadata) Descriptor deprecated 

func (*ExplanationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata) GetFeatureAttributionsSchemaUri 

func (x *ExplanationMetadata) GetFeatureAttributionsSchemaUri() string

func (*ExplanationMetadata) GetInputs 

func (x *ExplanationMetadata) GetInputs() map[string]*ExplanationMetadata_InputMetadata

func (*ExplanationMetadata) GetLatentSpaceSource 

func (x *ExplanationMetadata) GetLatentSpaceSource() string

func (*ExplanationMetadata) GetOutputs 

func (x *ExplanationMetadata) GetOutputs() map[string]*ExplanationMetadata_OutputMetadata

func (*ExplanationMetadata) ProtoMessage 

func (*ExplanationMetadata) ProtoMessage()

func (*ExplanationMetadata) ProtoReflect 

func (x *ExplanationMetadata) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata) Reset 

func (x *ExplanationMetadata) Reset()

func (*ExplanationMetadata) String 

func (x *ExplanationMetadata) String() string

type ExplanationMetadataOverride 

type ExplanationMetadataOverride struct {

	// Required. Overrides the [input
	// metadata][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs] of
	// the features. The key is the name of the feature to be overridden. The keys
	// specified here must exist in the input metadata to be overridden. If a
	// feature is not specified here, the corresponding feature's input metadata
	// is not overridden.
	Inputs map[string]*ExplanationMetadataOverride_InputMetadataOverride `` /* 153-byte string literal not displayed */
	// contains filtered or unexported fields
}

The ExplanationMetadata[mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata] entries that can be overridden at [online explanation][mockgcp.cloud.aiplatform.v1beta1.PredictionService.Explain] time.

func (*ExplanationMetadataOverride) Descriptor deprecated 

func (*ExplanationMetadataOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadataOverride.ProtoReflect.Descriptor instead.

func (*ExplanationMetadataOverride) GetInputs 

func (x *ExplanationMetadataOverride) GetInputs() map[string]*ExplanationMetadataOverride_InputMetadataOverride

func (*ExplanationMetadataOverride) ProtoMessage 

func (*ExplanationMetadataOverride) ProtoMessage()

func (*ExplanationMetadataOverride) ProtoReflect 

func (x *ExplanationMetadataOverride) ProtoReflect() protoreflect.Message

func (*ExplanationMetadataOverride) Reset 

func (x *ExplanationMetadataOverride) Reset()

func (*ExplanationMetadataOverride) String 

func (x *ExplanationMetadataOverride) String() string

type ExplanationMetadataOverride_InputMetadataOverride 

type ExplanationMetadataOverride_InputMetadataOverride struct {

	// Baseline inputs for this feature.
	//
	// This overrides the `input_baseline` field of the
	// [ExplanationMetadata.InputMetadata][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata]
	// object of the corresponding feature's input metadata. If it's not
	// specified, the original baselines are not overridden.
	InputBaselines []*_struct.Value `protobuf:"bytes,1,rep,name=input_baselines,json=inputBaselines,proto3" json:"input_baselines,omitempty"`
	// contains filtered or unexported fields
}

The [input metadata][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata] entries to be overridden.

func (*ExplanationMetadataOverride_InputMetadataOverride) Descriptor deprecated 

func (*ExplanationMetadataOverride_InputMetadataOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadataOverride_InputMetadataOverride.ProtoReflect.Descriptor instead.

func (*ExplanationMetadataOverride_InputMetadataOverride) GetInputBaselines 

func (x *ExplanationMetadataOverride_InputMetadataOverride) GetInputBaselines() []*_struct.Value

func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoMessage 

func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoMessage()

func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoReflect 

func (x *ExplanationMetadataOverride_InputMetadataOverride) ProtoReflect() protoreflect.Message

func (*ExplanationMetadataOverride_InputMetadataOverride) Reset 

func (x *ExplanationMetadataOverride_InputMetadataOverride) Reset()

func (*ExplanationMetadataOverride_InputMetadataOverride) String 

func (x *ExplanationMetadataOverride_InputMetadataOverride) String() string

type ExplanationMetadata_InputMetadata 

type ExplanationMetadata_InputMetadata struct {

	// Baseline inputs for this feature.
	//
	// If no baseline is specified, Vertex AI chooses the baseline for this
	// feature. If multiple baselines are specified, Vertex AI returns the
	// average attributions across them in
	// [Attribution.feature_attributions][mockgcp.cloud.aiplatform.v1beta1.Attribution.feature_attributions].
	//
	// For Vertex AI-provided Tensorflow images (both 1.x and 2.x), the shape
	// of each baseline must match the shape of the input tensor. If a scalar is
	// provided, we broadcast to the same shape as the input tensor.
	//
	// For custom images, the element of the baselines must be in the same
	// format as the feature's input in the
	// [instance][mockgcp.cloud.aiplatform.v1beta1.ExplainRequest.instances][].
	// The schema of any single instance may be specified via Endpoint's
	// DeployedModels'
	// [Model's][mockgcp.cloud.aiplatform.v1beta1.DeployedModel.model]
	// [PredictSchemata's][mockgcp.cloud.aiplatform.v1beta1.Model.predict_schemata]
	// [instance_schema_uri][mockgcp.cloud.aiplatform.v1beta1.PredictSchemata.instance_schema_uri].
	InputBaselines []*_struct.Value `protobuf:"bytes,1,rep,name=input_baselines,json=inputBaselines,proto3" json:"input_baselines,omitempty"`
	// Name of the input tensor for this feature. Required and is only
	// applicable to Vertex AI-provided images for Tensorflow.
	InputTensorName string `protobuf:"bytes,2,opt,name=input_tensor_name,json=inputTensorName,proto3" json:"input_tensor_name,omitempty"`
	// Defines how the feature is encoded into the input tensor. Defaults to
	// IDENTITY.
	Encoding ExplanationMetadata_InputMetadata_Encoding `` /* 151-byte string literal not displayed */
	// Modality of the feature. Valid values are: numeric, image. Defaults to
	// numeric.
	Modality string `protobuf:"bytes,4,opt,name=modality,proto3" json:"modality,omitempty"`
	// The domain details of the input feature value. Like min/max, original
	// mean or standard deviation if normalized.
	FeatureValueDomain *ExplanationMetadata_InputMetadata_FeatureValueDomain `protobuf:"bytes,5,opt,name=feature_value_domain,json=featureValueDomain,proto3" json:"feature_value_domain,omitempty"`
	// Specifies the index of the values of the input tensor.
	// Required when the input tensor is a sparse representation. Refer to
	// Tensorflow documentation for more details:
	// https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor.
	IndicesTensorName string `protobuf:"bytes,6,opt,name=indices_tensor_name,json=indicesTensorName,proto3" json:"indices_tensor_name,omitempty"`
	// Specifies the shape of the values of the input if the input is a sparse
	// representation. Refer to Tensorflow documentation for more details:
	// https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor.
	DenseShapeTensorName string `protobuf:"bytes,7,opt,name=dense_shape_tensor_name,json=denseShapeTensorName,proto3" json:"dense_shape_tensor_name,omitempty"`
	// A list of feature names for each index in the input tensor.
	// Required when the input
	// [InputMetadata.encoding][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.encoding]
	// is BAG_OF_FEATURES, BAG_OF_FEATURES_SPARSE, INDICATOR.
	IndexFeatureMapping []string `protobuf:"bytes,8,rep,name=index_feature_mapping,json=indexFeatureMapping,proto3" json:"index_feature_mapping,omitempty"`
	// Encoded tensor is a transformation of the input tensor. Must be provided
	// if choosing
	// [Integrated Gradients
	// attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution]
	// or [XRAI
	// attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.xrai_attribution]
	// and the input tensor is not differentiable.
	//
	// An encoded tensor is generated if the input tensor is encoded by a lookup
	// table.
	EncodedTensorName string `protobuf:"bytes,9,opt,name=encoded_tensor_name,json=encodedTensorName,proto3" json:"encoded_tensor_name,omitempty"`
	// A list of baselines for the encoded tensor.
	//
	// The shape of each baseline should match the shape of the encoded tensor.
	// If a scalar is provided, Vertex AI broadcasts to the same shape as the
	// encoded tensor.
	EncodedBaselines []*_struct.Value `protobuf:"bytes,10,rep,name=encoded_baselines,json=encodedBaselines,proto3" json:"encoded_baselines,omitempty"`
	// Visualization configurations for image explanation.
	Visualization *ExplanationMetadata_InputMetadata_Visualization `protobuf:"bytes,11,opt,name=visualization,proto3" json:"visualization,omitempty"`
	// Name of the group that the input belongs to. Features with the same group
	// name will be treated as one feature when computing attributions. Features
	// grouped together can have different shapes in value. If provided, there
	// will be one single attribution generated in
	// [Attribution.feature_attributions][mockgcp.cloud.aiplatform.v1beta1.Attribution.feature_attributions],
	// keyed by the group name.
	GroupName string `protobuf:"bytes,12,opt,name=group_name,json=groupName,proto3" json:"group_name,omitempty"`
	// contains filtered or unexported fields
}

Metadata of the input of a feature.

Fields other than [InputMetadata.input_baselines][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.input_baselines] are applicable only for Models that are using Vertex AI-provided images for Tensorflow.

func (*ExplanationMetadata_InputMetadata) Descriptor deprecated 

func (*ExplanationMetadata_InputMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_InputMetadata) GetDenseShapeTensorName 

func (x *ExplanationMetadata_InputMetadata) GetDenseShapeTensorName() string

func (*ExplanationMetadata_InputMetadata) GetEncodedBaselines 

func (x *ExplanationMetadata_InputMetadata) GetEncodedBaselines() []*_struct.Value

func (*ExplanationMetadata_InputMetadata) GetEncodedTensorName 

func (x *ExplanationMetadata_InputMetadata) GetEncodedTensorName() string

func (*ExplanationMetadata_InputMetadata) GetEncoding 

func (x *ExplanationMetadata_InputMetadata) GetEncoding() ExplanationMetadata_InputMetadata_Encoding

func (*ExplanationMetadata_InputMetadata) GetFeatureValueDomain 

func (x *ExplanationMetadata_InputMetadata) GetFeatureValueDomain() *ExplanationMetadata_InputMetadata_FeatureValueDomain

func (*ExplanationMetadata_InputMetadata) GetGroupName 

func (x *ExplanationMetadata_InputMetadata) GetGroupName() string

func (*ExplanationMetadata_InputMetadata) GetIndexFeatureMapping 

func (x *ExplanationMetadata_InputMetadata) GetIndexFeatureMapping() []string

func (*ExplanationMetadata_InputMetadata) GetIndicesTensorName 

func (x *ExplanationMetadata_InputMetadata) GetIndicesTensorName() string

func (*ExplanationMetadata_InputMetadata) GetInputBaselines 

func (x *ExplanationMetadata_InputMetadata) GetInputBaselines() []*_struct.Value

func (*ExplanationMetadata_InputMetadata) GetInputTensorName 

func (x *ExplanationMetadata_InputMetadata) GetInputTensorName() string

func (*ExplanationMetadata_InputMetadata) GetModality 

func (x *ExplanationMetadata_InputMetadata) GetModality() string

func (*ExplanationMetadata_InputMetadata) GetVisualization 

func (x *ExplanationMetadata_InputMetadata) GetVisualization() *ExplanationMetadata_InputMetadata_Visualization

func (*ExplanationMetadata_InputMetadata) ProtoMessage 

func (*ExplanationMetadata_InputMetadata) ProtoMessage()

func (*ExplanationMetadata_InputMetadata) ProtoReflect 

func (x *ExplanationMetadata_InputMetadata) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_InputMetadata) Reset 

func (x *ExplanationMetadata_InputMetadata) Reset()

func (*ExplanationMetadata_InputMetadata) String 

func (x *ExplanationMetadata_InputMetadata) String() string

type ExplanationMetadata_InputMetadata_Encoding 

type ExplanationMetadata_InputMetadata_Encoding int32

Defines how a feature is encoded. Defaults to IDENTITY. 

const (
	// Default value. This is the same as IDENTITY.
	ExplanationMetadata_InputMetadata_ENCODING_UNSPECIFIED ExplanationMetadata_InputMetadata_Encoding = 0
	// The tensor represents one feature.
	ExplanationMetadata_InputMetadata_IDENTITY ExplanationMetadata_InputMetadata_Encoding = 1
	// The tensor represents a bag of features where each index maps to
	// a feature.
	// [InputMetadata.index_feature_mapping][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.index_feature_mapping]
	// must be provided for this encoding. For example:
	// “`
	// input = [27, 6.0, 150]
	// index_feature_mapping = ["age", "height", "weight"]
	// “`
	ExplanationMetadata_InputMetadata_BAG_OF_FEATURES ExplanationMetadata_InputMetadata_Encoding = 2
	// The tensor represents a bag of features where each index maps to a
	// feature. Zero values in the tensor indicates feature being
	// non-existent.
	// [InputMetadata.index_feature_mapping][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.index_feature_mapping]
	// must be provided for this encoding. For example:
	// “`
	// input = [2, 0, 5, 0, 1]
	// index_feature_mapping = ["a", "b", "c", "d", "e"]
	// “`
	ExplanationMetadata_InputMetadata_BAG_OF_FEATURES_SPARSE ExplanationMetadata_InputMetadata_Encoding = 3
	// The tensor is a list of binaries representing whether a feature exists
	// or not (1 indicates existence).
	// [InputMetadata.index_feature_mapping][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.index_feature_mapping]
	// must be provided for this encoding. For example:
	// “`
	// input = [1, 0, 1, 0, 1]
	// index_feature_mapping = ["a", "b", "c", "d", "e"]
	// “`
	ExplanationMetadata_InputMetadata_INDICATOR ExplanationMetadata_InputMetadata_Encoding = 4
	// The tensor is encoded into a 1-dimensional array represented by an
	// encoded tensor.
	// [InputMetadata.encoded_tensor_name][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.encoded_tensor_name]
	// must be provided for this encoding. For example:
	// “`
	// input = ["This", "is", "a", "test", "."]
	// encoded = [0.1, 0.2, 0.3, 0.4, 0.5]
	// “`
	ExplanationMetadata_InputMetadata_COMBINED_EMBEDDING ExplanationMetadata_InputMetadata_Encoding = 5
	// Select this encoding when the input tensor is encoded into a
	// 2-dimensional array represented by an encoded tensor.
	// [InputMetadata.encoded_tensor_name][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.InputMetadata.encoded_tensor_name]
	// must be provided for this encoding. The first dimension of the encoded
	// tensor's shape is the same as the input tensor's shape. For example:
	// “`
	// input = ["This", "is", "a", "test", "."]
	// encoded = [[0.1, 0.2, 0.3, 0.4, 0.5],
	//
	//	[0.2, 0.1, 0.4, 0.3, 0.5],
	//	[0.5, 0.1, 0.3, 0.5, 0.4],
	//	[0.5, 0.3, 0.1, 0.2, 0.4],
	//	[0.4, 0.3, 0.2, 0.5, 0.1]]
	//
	// “`
	ExplanationMetadata_InputMetadata_CONCAT_EMBEDDING ExplanationMetadata_InputMetadata_Encoding = 6
)

func (ExplanationMetadata_InputMetadata_Encoding) Descriptor 

func (ExplanationMetadata_InputMetadata_Encoding) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Encoding) Enum 

func (x ExplanationMetadata_InputMetadata_Encoding) Enum() *ExplanationMetadata_InputMetadata_Encoding

func (ExplanationMetadata_InputMetadata_Encoding) EnumDescriptor deprecated 

func (ExplanationMetadata_InputMetadata_Encoding) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Encoding.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Encoding) Number 

func (x ExplanationMetadata_InputMetadata_Encoding) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Encoding) String 

func (x ExplanationMetadata_InputMetadata_Encoding) String() string

func (ExplanationMetadata_InputMetadata_Encoding) Type 

func (ExplanationMetadata_InputMetadata_Encoding) Type() protoreflect.EnumType

type ExplanationMetadata_InputMetadata_FeatureValueDomain 

type ExplanationMetadata_InputMetadata_FeatureValueDomain struct {

	// The minimum permissible value for this feature.
	MinValue float32 `protobuf:"fixed32,1,opt,name=min_value,json=minValue,proto3" json:"min_value,omitempty"`
	// The maximum permissible value for this feature.
	MaxValue float32 `protobuf:"fixed32,2,opt,name=max_value,json=maxValue,proto3" json:"max_value,omitempty"`
	// If this input feature has been normalized to a mean value of 0,
	// the original_mean specifies the mean value of the domain prior to
	// normalization.
	OriginalMean float32 `protobuf:"fixed32,3,opt,name=original_mean,json=originalMean,proto3" json:"original_mean,omitempty"`
	// If this input feature has been normalized to a standard deviation of
	// 1.0, the original_stddev specifies the standard deviation of the domain
	// prior to normalization.
	OriginalStddev float32 `protobuf:"fixed32,4,opt,name=original_stddev,json=originalStddev,proto3" json:"original_stddev,omitempty"`
	// contains filtered or unexported fields
}

Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Descriptor deprecated 

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_FeatureValueDomain.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMaxValue 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMaxValue() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMinValue 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMinValue() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalMean 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalMean() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalStddev 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalStddev() float32

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoMessage 

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoMessage()

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoReflect 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Reset 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) Reset()

func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) String 

func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) String() string

type ExplanationMetadata_InputMetadata_Visualization 

type ExplanationMetadata_InputMetadata_Visualization struct {

	// Type of the image visualization. Only applicable to
	// [Integrated Gradients
	// attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution].
	// OUTLINES shows regions of attribution, while PIXELS shows per-pixel
	// attribution. Defaults to OUTLINES.
	Type ExplanationMetadata_InputMetadata_Visualization_Type `` /* 153-byte string literal not displayed */
	// Whether to only highlight pixels with positive contributions, negative
	// or both. Defaults to POSITIVE.
	Polarity ExplanationMetadata_InputMetadata_Visualization_Polarity `` /* 165-byte string literal not displayed */
	// The color scheme used for the highlighted areas.
	//
	// Defaults to PINK_GREEN for
	// [Integrated Gradients
	// attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution],
	// which shows positive attributions in green and negative in pink.
	//
	// Defaults to VIRIDIS for
	// [XRAI
	// attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.xrai_attribution],
	// which highlights the most influential regions in yellow and the least
	// influential in blue.
	ColorMap ExplanationMetadata_InputMetadata_Visualization_ColorMap `` /* 181-byte string literal not displayed */
	// Excludes attributions above the specified percentile from the
	// highlighted areas. Using the clip_percent_upperbound and
	// clip_percent_lowerbound together can be useful for filtering out noise
	// and making it easier to see areas of strong attribution. Defaults to
	// 99.9.
	ClipPercentUpperbound float32 `` /* 128-byte string literal not displayed */
	// Excludes attributions below the specified percentile, from the
	// highlighted areas. Defaults to 62.
	ClipPercentLowerbound float32 `` /* 128-byte string literal not displayed */
	// How the original image is displayed in the visualization.
	// Adjusting the overlay can help increase visual clarity if the original
	// image makes it difficult to view the visualization. Defaults to NONE.
	OverlayType ExplanationMetadata_InputMetadata_Visualization_OverlayType `` /* 193-byte string literal not displayed */
	// contains filtered or unexported fields
}

Visualization configurations for image explanation.

func (*ExplanationMetadata_InputMetadata_Visualization) Descriptor deprecated 

func (*ExplanationMetadata_InputMetadata_Visualization) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_InputMetadata_Visualization) GetClipPercentLowerbound 

func (x *ExplanationMetadata_InputMetadata_Visualization) GetClipPercentLowerbound() float32

func (*ExplanationMetadata_InputMetadata_Visualization) GetClipPercentUpperbound 

func (x *ExplanationMetadata_InputMetadata_Visualization) GetClipPercentUpperbound() float32

func (*ExplanationMetadata_InputMetadata_Visualization) GetColorMap 

func (x *ExplanationMetadata_InputMetadata_Visualization) GetColorMap() ExplanationMetadata_InputMetadata_Visualization_ColorMap

func (*ExplanationMetadata_InputMetadata_Visualization) GetOverlayType 

func (x *ExplanationMetadata_InputMetadata_Visualization) GetOverlayType() ExplanationMetadata_InputMetadata_Visualization_OverlayType

func (*ExplanationMetadata_InputMetadata_Visualization) GetPolarity 

func (x *ExplanationMetadata_InputMetadata_Visualization) GetPolarity() ExplanationMetadata_InputMetadata_Visualization_Polarity

func (*ExplanationMetadata_InputMetadata_Visualization) GetType 

func (x *ExplanationMetadata_InputMetadata_Visualization) GetType() ExplanationMetadata_InputMetadata_Visualization_Type

func (*ExplanationMetadata_InputMetadata_Visualization) ProtoMessage 

func (*ExplanationMetadata_InputMetadata_Visualization) ProtoMessage()

func (*ExplanationMetadata_InputMetadata_Visualization) ProtoReflect 

func (x *ExplanationMetadata_InputMetadata_Visualization) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_InputMetadata_Visualization) Reset 

func (x *ExplanationMetadata_InputMetadata_Visualization) Reset()

func (*ExplanationMetadata_InputMetadata_Visualization) String 

func (x *ExplanationMetadata_InputMetadata_Visualization) String() string

type ExplanationMetadata_InputMetadata_Visualization_ColorMap 

type ExplanationMetadata_InputMetadata_Visualization_ColorMap int32

The color scheme used for highlighting areas. 

const (
	// Should not be used.
	ExplanationMetadata_InputMetadata_Visualization_COLOR_MAP_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_ColorMap = 0
	// Positive: green. Negative: pink.
	ExplanationMetadata_InputMetadata_Visualization_PINK_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 1
	// Viridis color map: A perceptually uniform color mapping which is
	// easier to see by those with colorblindness and progresses from yellow
	// to green to blue. Positive: yellow. Negative: blue.
	ExplanationMetadata_InputMetadata_Visualization_VIRIDIS ExplanationMetadata_InputMetadata_Visualization_ColorMap = 2
	// Positive: red. Negative: red.
	ExplanationMetadata_InputMetadata_Visualization_RED ExplanationMetadata_InputMetadata_Visualization_ColorMap = 3
	// Positive: green. Negative: green.
	ExplanationMetadata_InputMetadata_Visualization_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 4
	// Positive: green. Negative: red.
	ExplanationMetadata_InputMetadata_Visualization_RED_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 6
	// PiYG palette.
	ExplanationMetadata_InputMetadata_Visualization_PINK_WHITE_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 5
)

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Descriptor 

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Enum 

func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) Enum() *ExplanationMetadata_InputMetadata_Visualization_ColorMap

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) EnumDescriptor deprecated 

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_ColorMap.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Number 

func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) String 

func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) String() string

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Type 

func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Type() protoreflect.EnumType

type ExplanationMetadata_InputMetadata_Visualization_OverlayType 

type ExplanationMetadata_InputMetadata_Visualization_OverlayType int32

How the original image is displayed in the visualization. 

const (
	// Default value. This is the same as NONE.
	ExplanationMetadata_InputMetadata_Visualization_OVERLAY_TYPE_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_OverlayType = 0
	// No overlay.
	ExplanationMetadata_InputMetadata_Visualization_NONE ExplanationMetadata_InputMetadata_Visualization_OverlayType = 1
	// The attributions are shown on top of the original image.
	ExplanationMetadata_InputMetadata_Visualization_ORIGINAL ExplanationMetadata_InputMetadata_Visualization_OverlayType = 2
	// The attributions are shown on top of grayscaled version of the
	// original image.
	ExplanationMetadata_InputMetadata_Visualization_GRAYSCALE ExplanationMetadata_InputMetadata_Visualization_OverlayType = 3
	// The attributions are used as a mask to reveal predictive parts of
	// the image and hide the un-predictive parts.
	ExplanationMetadata_InputMetadata_Visualization_MASK_BLACK ExplanationMetadata_InputMetadata_Visualization_OverlayType = 4
)

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Descriptor 

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Enum 

func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) Enum() *ExplanationMetadata_InputMetadata_Visualization_OverlayType

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) EnumDescriptor deprecated 

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_OverlayType.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Number 

func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) String 

func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) String() string

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Type 

func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Type() protoreflect.EnumType

type ExplanationMetadata_InputMetadata_Visualization_Polarity 

type ExplanationMetadata_InputMetadata_Visualization_Polarity int32

Whether to only highlight pixels with positive contributions, negative or both. Defaults to POSITIVE. 

const (
	// Default value. This is the same as POSITIVE.
	ExplanationMetadata_InputMetadata_Visualization_POLARITY_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_Polarity = 0
	// Highlights the pixels/outlines that were most influential to the
	// model's prediction.
	ExplanationMetadata_InputMetadata_Visualization_POSITIVE ExplanationMetadata_InputMetadata_Visualization_Polarity = 1
	// Setting polarity to negative highlights areas that does not lead to
	// the models's current prediction.
	ExplanationMetadata_InputMetadata_Visualization_NEGATIVE ExplanationMetadata_InputMetadata_Visualization_Polarity = 2
	// Shows both positive and negative attributions.
	ExplanationMetadata_InputMetadata_Visualization_BOTH ExplanationMetadata_InputMetadata_Visualization_Polarity = 3
)

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Descriptor 

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Enum 

func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) Enum() *ExplanationMetadata_InputMetadata_Visualization_Polarity

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) EnumDescriptor deprecated 

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_Polarity.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Number 

func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) String 

func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) String() string

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Type 

func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Type() protoreflect.EnumType

type ExplanationMetadata_InputMetadata_Visualization_Type 

type ExplanationMetadata_InputMetadata_Visualization_Type int32

Type of the image visualization. Only applicable to [Integrated Gradients attribution][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.integrated_gradients_attribution]. 

const (
	// Should not be used.
	ExplanationMetadata_InputMetadata_Visualization_TYPE_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_Type = 0
	// Shows which pixel contributed to the image prediction.
	ExplanationMetadata_InputMetadata_Visualization_PIXELS ExplanationMetadata_InputMetadata_Visualization_Type = 1
	// Shows which region contributed to the image prediction by outlining
	// the region.
	ExplanationMetadata_InputMetadata_Visualization_OUTLINES ExplanationMetadata_InputMetadata_Visualization_Type = 2
)

func (ExplanationMetadata_InputMetadata_Visualization_Type) Descriptor 

func (ExplanationMetadata_InputMetadata_Visualization_Type) Descriptor() protoreflect.EnumDescriptor

func (ExplanationMetadata_InputMetadata_Visualization_Type) Enum 

func (x ExplanationMetadata_InputMetadata_Visualization_Type) Enum() *ExplanationMetadata_InputMetadata_Visualization_Type

func (ExplanationMetadata_InputMetadata_Visualization_Type) EnumDescriptor deprecated 

func (ExplanationMetadata_InputMetadata_Visualization_Type) EnumDescriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_Type.Descriptor instead.

func (ExplanationMetadata_InputMetadata_Visualization_Type) Number 

func (x ExplanationMetadata_InputMetadata_Visualization_Type) Number() protoreflect.EnumNumber

func (ExplanationMetadata_InputMetadata_Visualization_Type) String 

func (x ExplanationMetadata_InputMetadata_Visualization_Type) String() string

func (ExplanationMetadata_InputMetadata_Visualization_Type) Type 

func (ExplanationMetadata_InputMetadata_Visualization_Type) Type() protoreflect.EnumType

type ExplanationMetadata_OutputMetadata 

type ExplanationMetadata_OutputMetadata struct {

	// Defines how to map
	// [Attribution.output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index]
	// to
	// [Attribution.output_display_name][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_display_name].
	//
	// If neither of the fields are specified,
	// [Attribution.output_display_name][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_display_name]
	// will not be populated.
	//
	// Types that are assignable to DisplayNameMapping:
	//
	//	*ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping
	//	*ExplanationMetadata_OutputMetadata_DisplayNameMappingKey
	DisplayNameMapping isExplanationMetadata_OutputMetadata_DisplayNameMapping `protobuf_oneof:"display_name_mapping"`
	// Name of the output tensor. Required and is only applicable to Vertex
	// AI provided images for Tensorflow.
	OutputTensorName string `protobuf:"bytes,3,opt,name=output_tensor_name,json=outputTensorName,proto3" json:"output_tensor_name,omitempty"`
	// contains filtered or unexported fields
}

Metadata of the prediction output to be explained.

func (*ExplanationMetadata_OutputMetadata) Descriptor deprecated 

func (*ExplanationMetadata_OutputMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationMetadata_OutputMetadata.ProtoReflect.Descriptor instead.

func (*ExplanationMetadata_OutputMetadata) GetDisplayNameMapping 

func (m *ExplanationMetadata_OutputMetadata) GetDisplayNameMapping() isExplanationMetadata_OutputMetadata_DisplayNameMapping

func (*ExplanationMetadata_OutputMetadata) GetDisplayNameMappingKey 

func (x *ExplanationMetadata_OutputMetadata) GetDisplayNameMappingKey() string

func (*ExplanationMetadata_OutputMetadata) GetIndexDisplayNameMapping 

func (x *ExplanationMetadata_OutputMetadata) GetIndexDisplayNameMapping() *_struct.Value

func (*ExplanationMetadata_OutputMetadata) GetOutputTensorName 

func (x *ExplanationMetadata_OutputMetadata) GetOutputTensorName() string

func (*ExplanationMetadata_OutputMetadata) ProtoMessage 

func (*ExplanationMetadata_OutputMetadata) ProtoMessage()

func (*ExplanationMetadata_OutputMetadata) ProtoReflect 

func (x *ExplanationMetadata_OutputMetadata) ProtoReflect() protoreflect.Message

func (*ExplanationMetadata_OutputMetadata) Reset 

func (x *ExplanationMetadata_OutputMetadata) Reset()

func (*ExplanationMetadata_OutputMetadata) String 

func (x *ExplanationMetadata_OutputMetadata) String() string

type ExplanationMetadata_OutputMetadata_DisplayNameMappingKey 

type ExplanationMetadata_OutputMetadata_DisplayNameMappingKey struct {
	// Specify a field name in the prediction to look for the display name.
	//
	// Use this if the prediction contains the display names for the outputs.
	//
	// The display names in the prediction must have the same shape of the
	// outputs, so that it can be located by
	// [Attribution.output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index]
	// for a specific output.
	DisplayNameMappingKey string `protobuf:"bytes,2,opt,name=display_name_mapping_key,json=displayNameMappingKey,proto3,oneof"`
}

type ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping 

type ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping struct {
	// Static mapping between the index and display name.
	//
	// Use this if the outputs are a deterministic n-dimensional array, e.g. a
	// list of scores of all the classes in a pre-defined order for a
	// multi-classification Model. It's not feasible if the outputs are
	// non-deterministic, e.g. the Model produces top-k classes or sort the
	// outputs by their values.
	//
	// The shape of the value must be an n-dimensional array of strings. The
	// number of dimensions must match that of the outputs to be explained.
	// The
	// [Attribution.output_display_name][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_display_name]
	// is populated by locating in the mapping with
	// [Attribution.output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index].
	IndexDisplayNameMapping *_struct.Value `protobuf:"bytes,1,opt,name=index_display_name_mapping,json=indexDisplayNameMapping,proto3,oneof"`
}

type ExplanationParameters 

type ExplanationParameters struct {

	// Types that are assignable to Method:
	//
	//	*ExplanationParameters_SampledShapleyAttribution
	//	*ExplanationParameters_IntegratedGradientsAttribution
	//	*ExplanationParameters_XraiAttribution
	//	*ExplanationParameters_Examples
	Method isExplanationParameters_Method `protobuf_oneof:"method"`
	// If populated, returns attributions for top K indices of outputs
	// (defaults to 1). Only applies to Models that predicts more than one outputs
	// (e,g, multi-class Models). When set to -1, returns explanations for all
	// outputs.
	TopK int32 `protobuf:"varint,4,opt,name=top_k,json=topK,proto3" json:"top_k,omitempty"`
	// If populated, only returns attributions that have
	// [output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index]
	// contained in output_indices. It must be an ndarray of integers, with the
	// same shape of the output it's explaining.
	//
	// If not populated, returns attributions for
	// [top_k][mockgcp.cloud.aiplatform.v1beta1.ExplanationParameters.top_k]
	// indices of outputs. If neither top_k nor output_indices is populated,
	// returns the argmax index of the outputs.
	//
	// Only applicable to Models that predict multiple outputs (e,g, multi-class
	// Models that predict multiple classes).
	OutputIndices *_struct.ListValue `protobuf:"bytes,5,opt,name=output_indices,json=outputIndices,proto3" json:"output_indices,omitempty"`
	// contains filtered or unexported fields
}

Parameters to configure explaining for Model's predictions.

func (*ExplanationParameters) Descriptor deprecated 

func (*ExplanationParameters) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationParameters.ProtoReflect.Descriptor instead.

func (*ExplanationParameters) GetExamples 

func (x *ExplanationParameters) GetExamples() *Examples

func (*ExplanationParameters) GetIntegratedGradientsAttribution 

func (x *ExplanationParameters) GetIntegratedGradientsAttribution() *IntegratedGradientsAttribution

func (*ExplanationParameters) GetMethod 

func (m *ExplanationParameters) GetMethod() isExplanationParameters_Method

func (*ExplanationParameters) GetOutputIndices 

func (x *ExplanationParameters) GetOutputIndices() *_struct.ListValue

func (*ExplanationParameters) GetSampledShapleyAttribution 

func (x *ExplanationParameters) GetSampledShapleyAttribution() *SampledShapleyAttribution

func (*ExplanationParameters) GetTopK 

func (x *ExplanationParameters) GetTopK() int32

func (*ExplanationParameters) GetXraiAttribution 

func (x *ExplanationParameters) GetXraiAttribution() *XraiAttribution

func (*ExplanationParameters) ProtoMessage 

func (*ExplanationParameters) ProtoMessage()

func (*ExplanationParameters) ProtoReflect 

func (x *ExplanationParameters) ProtoReflect() protoreflect.Message

func (*ExplanationParameters) Reset 

func (x *ExplanationParameters) Reset()

func (*ExplanationParameters) String 

func (x *ExplanationParameters) String() string

type ExplanationParameters_Examples 

type ExplanationParameters_Examples struct {
	// Example-based explanations that returns the nearest neighbors from the
	// provided dataset.
	Examples *Examples `protobuf:"bytes,7,opt,name=examples,proto3,oneof"`
}

type ExplanationParameters_IntegratedGradientsAttribution 

type ExplanationParameters_IntegratedGradientsAttribution struct {
	// An attribution method that computes Aumann-Shapley values taking
	// advantage of the model's fully differentiable structure. Refer to this
	// paper for more details: https://arxiv.org/abs/1703.01365
	IntegratedGradientsAttribution *IntegratedGradientsAttribution `protobuf:"bytes,2,opt,name=integrated_gradients_attribution,json=integratedGradientsAttribution,proto3,oneof"`
}

type ExplanationParameters_SampledShapleyAttribution 

type ExplanationParameters_SampledShapleyAttribution struct {
	// An attribution method that approximates Shapley values for features that
	// contribute to the label being predicted. A sampling strategy is used to
	// approximate the value rather than considering all subsets of features.
	// Refer to this paper for model details: https://arxiv.org/abs/1306.4265.
	SampledShapleyAttribution *SampledShapleyAttribution `protobuf:"bytes,1,opt,name=sampled_shapley_attribution,json=sampledShapleyAttribution,proto3,oneof"`
}

type ExplanationParameters_XraiAttribution 

type ExplanationParameters_XraiAttribution struct {
	// An attribution method that redistributes Integrated Gradients
	// attribution to segmented regions, taking advantage of the model's fully
	// differentiable structure. Refer to this paper for
	// more details: https://arxiv.org/abs/1906.02825
	//
	// XRAI currently performs better on natural images, like a picture of a
	// house or an animal. If the images are taken in artificial environments,
	// like a lab or manufacturing line, or from diagnostic equipment, like
	// x-rays or quality-control cameras, use Integrated Gradients instead.
	XraiAttribution *XraiAttribution `protobuf:"bytes,3,opt,name=xrai_attribution,json=xraiAttribution,proto3,oneof"`
}

type ExplanationSpec 

type ExplanationSpec struct {

	// Required. Parameters that configure explaining of the Model's predictions.
	Parameters *ExplanationParameters `protobuf:"bytes,1,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// Optional. Metadata describing the Model's input and output for explanation.
	Metadata *ExplanationMetadata `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// contains filtered or unexported fields
}

Specification of Model explanation.

func (*ExplanationSpec) Descriptor deprecated 

func (*ExplanationSpec) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationSpec.ProtoReflect.Descriptor instead.

func (*ExplanationSpec) GetMetadata 

func (x *ExplanationSpec) GetMetadata() *ExplanationMetadata

func (*ExplanationSpec) GetParameters 

func (x *ExplanationSpec) GetParameters() *ExplanationParameters

func (*ExplanationSpec) ProtoMessage 

func (*ExplanationSpec) ProtoMessage()

func (*ExplanationSpec) ProtoReflect 

func (x *ExplanationSpec) ProtoReflect() protoreflect.Message

func (*ExplanationSpec) Reset 

func (x *ExplanationSpec) Reset()

func (*ExplanationSpec) String 

func (x *ExplanationSpec) String() string

type ExplanationSpecOverride 

type ExplanationSpecOverride struct {

	// The parameters to be overridden. Note that the
	// attribution method cannot be changed. If not specified,
	// no parameter is overridden.
	Parameters *ExplanationParameters `protobuf:"bytes,1,opt,name=parameters,proto3" json:"parameters,omitempty"`
	// The metadata to be overridden. If not specified, no metadata is overridden.
	Metadata *ExplanationMetadataOverride `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// The example-based explanations parameter overrides.
	ExamplesOverride *ExamplesOverride `protobuf:"bytes,3,opt,name=examples_override,json=examplesOverride,proto3" json:"examples_override,omitempty"`
	// contains filtered or unexported fields
}

The ExplanationSpec[mockgcp.cloud.aiplatform.v1beta1.ExplanationSpec] entries that can be overridden at [online explanation][mockgcp.cloud.aiplatform.v1beta1.PredictionService.Explain] time.

func (*ExplanationSpecOverride) Descriptor deprecated 

func (*ExplanationSpecOverride) Descriptor() ([]byte, []int)

Deprecated: Use ExplanationSpecOverride.ProtoReflect.Descriptor instead.

func (*ExplanationSpecOverride) GetExamplesOverride 

func (x *ExplanationSpecOverride) GetExamplesOverride() *ExamplesOverride

func (*ExplanationSpecOverride) GetMetadata 

func (x *ExplanationSpecOverride) GetMetadata() *ExplanationMetadataOverride

func (*ExplanationSpecOverride) GetParameters 

func (x *ExplanationSpecOverride) GetParameters() *ExplanationParameters

func (*ExplanationSpecOverride) ProtoMessage 

func (*ExplanationSpecOverride) ProtoMessage()

func (*ExplanationSpecOverride) ProtoReflect 

func (x *ExplanationSpecOverride) ProtoReflect() protoreflect.Message

func (*ExplanationSpecOverride) Reset 

func (x *ExplanationSpecOverride) Reset()

func (*ExplanationSpecOverride) String 

func (x *ExplanationSpecOverride) String() string

type ExportDataConfig 

type ExportDataConfig struct {

	// The destination of the output.
	//
	// Types that are assignable to Destination:
	//
	//	*ExportDataConfig_GcsDestination
	Destination isExportDataConfig_Destination `protobuf_oneof:"destination"`
	// The instructions how the export data should be split between the
	// training, validation and test sets.
	//
	// Types that are assignable to Split:
	//
	//	*ExportDataConfig_FractionSplit
	Split isExportDataConfig_Split `protobuf_oneof:"split"`
	// An expression for filtering what part of the Dataset is to be exported.
	// Only Annotations that match this filter will be exported. The filter syntax
	// is the same as in
	// [ListAnnotations][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListAnnotations].
	AnnotationsFilter string `protobuf:"bytes,2,opt,name=annotations_filter,json=annotationsFilter,proto3" json:"annotations_filter,omitempty"`
	// contains filtered or unexported fields
}

Describes what part of the Dataset is to be exported, the destination of the export and how to export.

func (*ExportDataConfig) Descriptor deprecated 

func (*ExportDataConfig) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataConfig.ProtoReflect.Descriptor instead.

func (*ExportDataConfig) GetAnnotationsFilter 

func (x *ExportDataConfig) GetAnnotationsFilter() string

func (*ExportDataConfig) GetDestination 

func (m *ExportDataConfig) GetDestination() isExportDataConfig_Destination

func (*ExportDataConfig) GetFractionSplit 

func (x *ExportDataConfig) GetFractionSplit() *ExportFractionSplit

func (*ExportDataConfig) GetGcsDestination 

func (x *ExportDataConfig) GetGcsDestination() *GcsDestination

func (*ExportDataConfig) GetSplit 

func (m *ExportDataConfig) GetSplit() isExportDataConfig_Split

func (*ExportDataConfig) ProtoMessage 

func (*ExportDataConfig) ProtoMessage()

func (*ExportDataConfig) ProtoReflect 

func (x *ExportDataConfig) ProtoReflect() protoreflect.Message

func (*ExportDataConfig) Reset 

func (x *ExportDataConfig) Reset()

func (*ExportDataConfig) String 

func (x *ExportDataConfig) String() string

type ExportDataConfig_FractionSplit 

type ExportDataConfig_FractionSplit struct {
	// Split based on fractions defining the size of each set.
	FractionSplit *ExportFractionSplit `protobuf:"bytes,5,opt,name=fraction_split,json=fractionSplit,proto3,oneof"`
}

type ExportDataConfig_GcsDestination 

type ExportDataConfig_GcsDestination struct {
	// The Google Cloud Storage location where the output is to be written to.
	// In the given directory a new directory will be created with name:
	// `export-data-<dataset-display-name>-<timestamp-of-export-call>` where
	// timestamp is in YYYY-MM-DDThh:mm:ss.sssZ ISO-8601 format. All export
	// output will be written into that directory. Inside that directory,
	// annotations with the same schema will be grouped into sub directories
	// which are named with the corresponding annotations' schema title. Inside
	// these sub directories, a schema.yaml will be created to describe the
	// output format.
	GcsDestination *GcsDestination `protobuf:"bytes,1,opt,name=gcs_destination,json=gcsDestination,proto3,oneof"`
}

type ExportDataOperationMetadata 

type ExportDataOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// A Google Cloud Storage directory which path ends with '/'. The exported
	// data is stored in the directory.
	GcsOutputDirectory string `protobuf:"bytes,2,opt,name=gcs_output_directory,json=gcsOutputDirectory,proto3" json:"gcs_output_directory,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.ExportData][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ExportData].

func (*ExportDataOperationMetadata) Descriptor deprecated 

func (*ExportDataOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataOperationMetadata.ProtoReflect.Descriptor instead.

func (*ExportDataOperationMetadata) GetGcsOutputDirectory 

func (x *ExportDataOperationMetadata) GetGcsOutputDirectory() string

func (*ExportDataOperationMetadata) GetGenericMetadata 

func (x *ExportDataOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*ExportDataOperationMetadata) ProtoMessage 

func (*ExportDataOperationMetadata) ProtoMessage()

func (*ExportDataOperationMetadata) ProtoReflect 

func (x *ExportDataOperationMetadata) ProtoReflect() protoreflect.Message

func (*ExportDataOperationMetadata) Reset 

func (x *ExportDataOperationMetadata) Reset()

func (*ExportDataOperationMetadata) String 

func (x *ExportDataOperationMetadata) String() string

type ExportDataRequest 

type ExportDataRequest struct {

	// Required. The name of the Dataset resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The desired output location.
	ExportConfig *ExportDataConfig `protobuf:"bytes,2,opt,name=export_config,json=exportConfig,proto3" json:"export_config,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ExportData][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ExportData].

func (*ExportDataRequest) Descriptor deprecated 

func (*ExportDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataRequest.ProtoReflect.Descriptor instead.

func (*ExportDataRequest) GetExportConfig 

func (x *ExportDataRequest) GetExportConfig() *ExportDataConfig

func (*ExportDataRequest) GetName 

func (x *ExportDataRequest) GetName() string

func (*ExportDataRequest) ProtoMessage 

func (*ExportDataRequest) ProtoMessage()

func (*ExportDataRequest) ProtoReflect 

func (x *ExportDataRequest) ProtoReflect() protoreflect.Message

func (*ExportDataRequest) Reset 

func (x *ExportDataRequest) Reset()

func (*ExportDataRequest) String 

func (x *ExportDataRequest) String() string

type ExportDataResponse 

type ExportDataResponse struct {

	// All of the files that are exported in this export operation. For custom
	// code training export, only three (training, validation and test)
	// Cloud Storage paths in wildcard format are populated
	// (for example, gs://.../training-*).
	ExportedFiles []string `protobuf:"bytes,1,rep,name=exported_files,json=exportedFiles,proto3" json:"exported_files,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ExportData][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ExportData].

func (*ExportDataResponse) Descriptor deprecated 

func (*ExportDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExportDataResponse.ProtoReflect.Descriptor instead.

func (*ExportDataResponse) GetExportedFiles 

func (x *ExportDataResponse) GetExportedFiles() []string

func (*ExportDataResponse) ProtoMessage 

func (*ExportDataResponse) ProtoMessage()

func (*ExportDataResponse) ProtoReflect 

func (x *ExportDataResponse) ProtoReflect() protoreflect.Message

func (*ExportDataResponse) Reset 

func (x *ExportDataResponse) Reset()

func (*ExportDataResponse) String 

func (x *ExportDataResponse) String() string

type ExportFractionSplit 

type ExportFractionSplit struct {

	// The fraction of the input data that is to be used to train the Model.
	TrainingFraction float64 `protobuf:"fixed64,1,opt,name=training_fraction,json=trainingFraction,proto3" json:"training_fraction,omitempty"`
	// The fraction of the input data that is to be used to validate the Model.
	ValidationFraction float64 `protobuf:"fixed64,2,opt,name=validation_fraction,json=validationFraction,proto3" json:"validation_fraction,omitempty"`
	// The fraction of the input data that is to be used to evaluate the Model.
	TestFraction float64 `protobuf:"fixed64,3,opt,name=test_fraction,json=testFraction,proto3" json:"test_fraction,omitempty"`
	// contains filtered or unexported fields
}

Assigns the input data to training, validation, and test sets as per the given fractions. Any of `training_fraction`, `validation_fraction` and `test_fraction` may optionally be provided, they must sum to up to 1. If the provided ones sum to less than 1, the remainder is assigned to sets as decided by Vertex AI. If none of the fractions are set, by default roughly 80% of data is used for training, 10% for validation, and 10% for test.

func (*ExportFractionSplit) Descriptor deprecated 

func (*ExportFractionSplit) Descriptor() ([]byte, []int)

Deprecated: Use ExportFractionSplit.ProtoReflect.Descriptor instead.

func (*ExportFractionSplit) GetTestFraction 

func (x *ExportFractionSplit) GetTestFraction() float64

func (*ExportFractionSplit) GetTrainingFraction 

func (x *ExportFractionSplit) GetTrainingFraction() float64

func (*ExportFractionSplit) GetValidationFraction 

func (x *ExportFractionSplit) GetValidationFraction() float64

func (*ExportFractionSplit) ProtoMessage 

func (*ExportFractionSplit) ProtoMessage()

func (*ExportFractionSplit) ProtoReflect 

func (x *ExportFractionSplit) ProtoReflect() protoreflect.Message

func (*ExportFractionSplit) Reset 

func (x *ExportFractionSplit) Reset()

func (*ExportFractionSplit) String 

func (x *ExportFractionSplit) String() string

type ExportTensorboardTimeSeriesDataRequest 

type ExportTensorboardTimeSeriesDataRequest struct {

	// Required. The resource name of the TensorboardTimeSeries to export data
	// from. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TensorboardTimeSeries string `` /* 126-byte string literal not displayed */
	// Exports the TensorboardTimeSeries' data that match the filter expression.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The maximum number of data points to return per page.
	// The default page_size is 1000. Values must be between 1 and 10000.
	// Values above 10000 are coerced to 10000.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A page token, received from a previous
	// [ExportTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData]
	// call. Provide this to retrieve the subsequent page.
	//
	// When paginating, all other parameters provided to
	// [ExportTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData]
	// must match the call that provided the page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Field to use to sort the TensorboardTimeSeries' data.
	// By default, TensorboardTimeSeries' data is returned in a pseudo random
	// order.
	OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ExportTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData].

func (*ExportTensorboardTimeSeriesDataRequest) Descriptor deprecated 

func (*ExportTensorboardTimeSeriesDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ExportTensorboardTimeSeriesDataRequest.ProtoReflect.Descriptor instead.

func (*ExportTensorboardTimeSeriesDataRequest) GetFilter 

func (x *ExportTensorboardTimeSeriesDataRequest) GetFilter() string

func (*ExportTensorboardTimeSeriesDataRequest) GetOrderBy 

func (x *ExportTensorboardTimeSeriesDataRequest) GetOrderBy() string

func (*ExportTensorboardTimeSeriesDataRequest) GetPageSize 

func (x *ExportTensorboardTimeSeriesDataRequest) GetPageSize() int32

func (*ExportTensorboardTimeSeriesDataRequest) GetPageToken 

func (x *ExportTensorboardTimeSeriesDataRequest) GetPageToken() string

func (*ExportTensorboardTimeSeriesDataRequest) GetTensorboardTimeSeries 

func (x *ExportTensorboardTimeSeriesDataRequest) GetTensorboardTimeSeries() string

func (*ExportTensorboardTimeSeriesDataRequest) ProtoMessage 

func (*ExportTensorboardTimeSeriesDataRequest) ProtoMessage()

func (*ExportTensorboardTimeSeriesDataRequest) ProtoReflect 

func (x *ExportTensorboardTimeSeriesDataRequest) ProtoReflect() protoreflect.Message

func (*ExportTensorboardTimeSeriesDataRequest) Reset 

func (x *ExportTensorboardTimeSeriesDataRequest) Reset()

func (*ExportTensorboardTimeSeriesDataRequest) String 

func (x *ExportTensorboardTimeSeriesDataRequest) String() string

type ExportTensorboardTimeSeriesDataResponse 

type ExportTensorboardTimeSeriesDataResponse struct {

	// The returned time series data points.
	TimeSeriesDataPoints []*TimeSeriesDataPoint `protobuf:"bytes,1,rep,name=time_series_data_points,json=timeSeriesDataPoints,proto3" json:"time_series_data_points,omitempty"`
	// A token, which can be sent as
	// [page_token][mockgcp.cloud.aiplatform.v1beta1.ExportTensorboardTimeSeriesDataRequest.page_token]
	// to retrieve the next page. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ExportTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ExportTensorboardTimeSeriesData].

func (*ExportTensorboardTimeSeriesDataResponse) Descriptor deprecated 

func (*ExportTensorboardTimeSeriesDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ExportTensorboardTimeSeriesDataResponse.ProtoReflect.Descriptor instead.

func (*ExportTensorboardTimeSeriesDataResponse) GetNextPageToken 

func (x *ExportTensorboardTimeSeriesDataResponse) GetNextPageToken() string

func (*ExportTensorboardTimeSeriesDataResponse) GetTimeSeriesDataPoints 

func (x *ExportTensorboardTimeSeriesDataResponse) GetTimeSeriesDataPoints() []*TimeSeriesDataPoint

func (*ExportTensorboardTimeSeriesDataResponse) ProtoMessage 

func (*ExportTensorboardTimeSeriesDataResponse) ProtoMessage()

func (*ExportTensorboardTimeSeriesDataResponse) ProtoReflect 

func (x *ExportTensorboardTimeSeriesDataResponse) ProtoReflect() protoreflect.Message

func (*ExportTensorboardTimeSeriesDataResponse) Reset 

func (x *ExportTensorboardTimeSeriesDataResponse) Reset()

func (*ExportTensorboardTimeSeriesDataResponse) String 

func (x *ExportTensorboardTimeSeriesDataResponse) String() string

type FeatureNoiseSigma 

type FeatureNoiseSigma struct {

	// Noise sigma per feature. No noise is added to features that are not set.
	NoiseSigma []*FeatureNoiseSigma_NoiseSigmaForFeature `protobuf:"bytes,1,rep,name=noise_sigma,json=noiseSigma,proto3" json:"noise_sigma,omitempty"`
	// contains filtered or unexported fields
}

Noise sigma by features. Noise sigma represents the standard deviation of the gaussian kernel that will be used to add noise to interpolated inputs prior to computing gradients.

func (*FeatureNoiseSigma) Descriptor deprecated 

func (*FeatureNoiseSigma) Descriptor() ([]byte, []int)

Deprecated: Use FeatureNoiseSigma.ProtoReflect.Descriptor instead.

func (*FeatureNoiseSigma) GetNoiseSigma 

func (x *FeatureNoiseSigma) GetNoiseSigma() []*FeatureNoiseSigma_NoiseSigmaForFeature

func (*FeatureNoiseSigma) ProtoMessage 

func (*FeatureNoiseSigma) ProtoMessage()

func (*FeatureNoiseSigma) ProtoReflect 

func (x *FeatureNoiseSigma) ProtoReflect() protoreflect.Message

func (*FeatureNoiseSigma) Reset 

func (x *FeatureNoiseSigma) Reset()

func (*FeatureNoiseSigma) String 

func (x *FeatureNoiseSigma) String() string

type FeatureNoiseSigma_NoiseSigmaForFeature 

type FeatureNoiseSigma_NoiseSigmaForFeature struct {

	// The name of the input feature for which noise sigma is provided. The
	// features are defined in
	// [explanation metadata
	// inputs][mockgcp.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs].
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// This represents the standard deviation of the Gaussian kernel that will
	// be used to add noise to the feature prior to computing gradients. Similar
	// to
	// [noise_sigma][mockgcp.cloud.aiplatform.v1beta1.SmoothGradConfig.noise_sigma]
	// but represents the noise added to the current feature. Defaults to 0.1.
	Sigma float32 `protobuf:"fixed32,2,opt,name=sigma,proto3" json:"sigma,omitempty"`
	// contains filtered or unexported fields
}

Noise sigma for a single feature.

func (*FeatureNoiseSigma_NoiseSigmaForFeature) Descriptor deprecated 

func (*FeatureNoiseSigma_NoiseSigmaForFeature) Descriptor() ([]byte, []int)

Deprecated: Use FeatureNoiseSigma_NoiseSigmaForFeature.ProtoReflect.Descriptor instead.

func (*FeatureNoiseSigma_NoiseSigmaForFeature) GetName 

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) GetName() string

func (*FeatureNoiseSigma_NoiseSigmaForFeature) GetSigma 

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) GetSigma() float32

func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoMessage 

func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoMessage()

func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoReflect 

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) ProtoReflect() protoreflect.Message

func (*FeatureNoiseSigma_NoiseSigmaForFeature) Reset 

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) Reset()

func (*FeatureNoiseSigma_NoiseSigmaForFeature) String 

func (x *FeatureNoiseSigma_NoiseSigmaForFeature) String() string

type GcsDestination 

type GcsDestination struct {

	// Required. Google Cloud Storage URI to output directory. If the uri doesn't
	// end with
	// '/', a '/' will be automatically appended. The directory is created if it
	// doesn't exist.
	OutputUriPrefix string `protobuf:"bytes,1,opt,name=output_uri_prefix,json=outputUriPrefix,proto3" json:"output_uri_prefix,omitempty"`
	// contains filtered or unexported fields
}

The Google Cloud Storage location where the output is to be written to.

func (*GcsDestination) Descriptor deprecated 

func (*GcsDestination) Descriptor() ([]byte, []int)

Deprecated: Use GcsDestination.ProtoReflect.Descriptor instead.

func (*GcsDestination) GetOutputUriPrefix 

func (x *GcsDestination) GetOutputUriPrefix() string

func (*GcsDestination) ProtoMessage 

func (*GcsDestination) ProtoMessage()

func (*GcsDestination) ProtoReflect 

func (x *GcsDestination) ProtoReflect() protoreflect.Message

func (*GcsDestination) Reset 

func (x *GcsDestination) Reset()

func (*GcsDestination) String 

func (x *GcsDestination) String() string

type GcsSource 

type GcsSource struct {

	// Required. Google Cloud Storage URI(-s) to the input file(s). May contain
	// wildcards. For more information on wildcards, see
	// https://cloud.google.com/storage/docs/gsutil/addlhelp/WildcardNames.
	Uris []string `protobuf:"bytes,1,rep,name=uris,proto3" json:"uris,omitempty"`
	// contains filtered or unexported fields
}

The Google Cloud Storage location for the input content.

func (*GcsSource) Descriptor deprecated 

func (*GcsSource) Descriptor() ([]byte, []int)

Deprecated: Use GcsSource.ProtoReflect.Descriptor instead.

func (*GcsSource) GetUris 

func (x *GcsSource) GetUris() []string

func (*GcsSource) ProtoMessage 

func (*GcsSource) ProtoMessage()

func (*GcsSource) ProtoReflect 

func (x *GcsSource) ProtoReflect() protoreflect.Message

func (*GcsSource) Reset 

func (x *GcsSource) Reset()

func (*GcsSource) String 

func (x *GcsSource) String() string

type GenericOperationMetadata 

type GenericOperationMetadata struct {

	// Output only. Partial failures encountered.
	// E.g. single files that couldn't be read.
	// This field should never exceed 20 entries.
	// Status details field will contain standard Google Cloud error details.
	PartialFailures []*status.Status `protobuf:"bytes,1,rep,name=partial_failures,json=partialFailures,proto3" json:"partial_failures,omitempty"`
	// Output only. Time when the operation was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,2,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Time when the operation was updated for the last time.
	// If the operation has finished (successfully or not), this is the finish
	// time.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,3,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// contains filtered or unexported fields
}

Generic Metadata shared by all operations.

func (*GenericOperationMetadata) Descriptor deprecated 

func (*GenericOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use GenericOperationMetadata.ProtoReflect.Descriptor instead.

func (*GenericOperationMetadata) GetCreateTime 

func (x *GenericOperationMetadata) GetCreateTime() *timestamp.Timestamp

func (*GenericOperationMetadata) GetPartialFailures 

func (x *GenericOperationMetadata) GetPartialFailures() []*status.Status

func (*GenericOperationMetadata) GetUpdateTime 

func (x *GenericOperationMetadata) GetUpdateTime() *timestamp.Timestamp

func (*GenericOperationMetadata) ProtoMessage 

func (*GenericOperationMetadata) ProtoMessage()

func (*GenericOperationMetadata) ProtoReflect 

func (x *GenericOperationMetadata) ProtoReflect() protoreflect.Message

func (*GenericOperationMetadata) Reset 

func (x *GenericOperationMetadata) Reset()

func (*GenericOperationMetadata) String 

func (x *GenericOperationMetadata) String() string

type GetAnnotationSpecRequest 

type GetAnnotationSpecRequest struct {

	// Required. The name of the AnnotationSpec resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/annotationSpecs/{annotation_spec}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,2,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.GetAnnotationSpec][mockgcp.cloud.aiplatform.v1beta1.DatasetService.GetAnnotationSpec].

func (*GetAnnotationSpecRequest) Descriptor deprecated 

func (*GetAnnotationSpecRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetAnnotationSpecRequest.ProtoReflect.Descriptor instead.

func (*GetAnnotationSpecRequest) GetName 

func (x *GetAnnotationSpecRequest) GetName() string

func (*GetAnnotationSpecRequest) GetReadMask 

func (x *GetAnnotationSpecRequest) GetReadMask() *field_mask.FieldMask

func (*GetAnnotationSpecRequest) ProtoMessage 

func (*GetAnnotationSpecRequest) ProtoMessage()

func (*GetAnnotationSpecRequest) ProtoReflect 

func (x *GetAnnotationSpecRequest) ProtoReflect() protoreflect.Message

func (*GetAnnotationSpecRequest) Reset 

func (x *GetAnnotationSpecRequest) Reset()

func (*GetAnnotationSpecRequest) String 

func (x *GetAnnotationSpecRequest) String() string

type GetDatasetRequest 

type GetDatasetRequest struct {

	// Required. The name of the Dataset resource.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,2,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.GetDataset][mockgcp.cloud.aiplatform.v1beta1.DatasetService.GetDataset].

func (*GetDatasetRequest) Descriptor deprecated 

func (*GetDatasetRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetDatasetRequest.ProtoReflect.Descriptor instead.

func (*GetDatasetRequest) GetName 

func (x *GetDatasetRequest) GetName() string

func (*GetDatasetRequest) GetReadMask 

func (x *GetDatasetRequest) GetReadMask() *field_mask.FieldMask

func (*GetDatasetRequest) ProtoMessage 

func (*GetDatasetRequest) ProtoMessage()

func (*GetDatasetRequest) ProtoReflect 

func (x *GetDatasetRequest) ProtoReflect() protoreflect.Message

func (*GetDatasetRequest) Reset 

func (x *GetDatasetRequest) Reset()

func (*GetDatasetRequest) String 

func (x *GetDatasetRequest) String() string

type GetDatasetVersionRequest 

type GetDatasetVersionRequest struct {

	// Required. The resource name of the Dataset version to delete.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/datasetVersions/{dataset_version}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,2,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.GetDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.GetDatasetVersion].

func (*GetDatasetVersionRequest) Descriptor deprecated 

func (*GetDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*GetDatasetVersionRequest) GetName 

func (x *GetDatasetVersionRequest) GetName() string

func (*GetDatasetVersionRequest) GetReadMask 

func (x *GetDatasetVersionRequest) GetReadMask() *field_mask.FieldMask

func (*GetDatasetVersionRequest) ProtoMessage 

func (*GetDatasetVersionRequest) ProtoMessage()

func (*GetDatasetVersionRequest) ProtoReflect 

func (x *GetDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*GetDatasetVersionRequest) Reset 

func (x *GetDatasetVersionRequest) Reset()

func (*GetDatasetVersionRequest) String 

func (x *GetDatasetVersionRequest) String() string

type GetEndpointRequest 

type GetEndpointRequest struct {

	// Required. The name of the Endpoint resource.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.GetEndpoint][mockgcp.cloud.aiplatform.v1beta1.EndpointService.GetEndpoint]

func (*GetEndpointRequest) Descriptor deprecated 

func (*GetEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetEndpointRequest.ProtoReflect.Descriptor instead.

func (*GetEndpointRequest) GetName 

func (x *GetEndpointRequest) GetName() string

func (*GetEndpointRequest) ProtoMessage 

func (*GetEndpointRequest) ProtoMessage()

func (*GetEndpointRequest) ProtoReflect 

func (x *GetEndpointRequest) ProtoReflect() protoreflect.Message

func (*GetEndpointRequest) Reset 

func (x *GetEndpointRequest) Reset()

func (*GetEndpointRequest) String 

func (x *GetEndpointRequest) String() string

type GetTensorboardExperimentRequest 

type GetTensorboardExperimentRequest struct {

	// Required. The name of the TensorboardExperiment resource.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.GetTensorboardExperiment][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.GetTensorboardExperiment].

func (*GetTensorboardExperimentRequest) Descriptor deprecated 

func (*GetTensorboardExperimentRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetTensorboardExperimentRequest.ProtoReflect.Descriptor instead.

func (*GetTensorboardExperimentRequest) GetName 

func (x *GetTensorboardExperimentRequest) GetName() string

func (*GetTensorboardExperimentRequest) ProtoMessage 

func (*GetTensorboardExperimentRequest) ProtoMessage()

func (*GetTensorboardExperimentRequest) ProtoReflect 

func (x *GetTensorboardExperimentRequest) ProtoReflect() protoreflect.Message

func (*GetTensorboardExperimentRequest) Reset 

func (x *GetTensorboardExperimentRequest) Reset()

func (*GetTensorboardExperimentRequest) String 

func (x *GetTensorboardExperimentRequest) String() string

type GetTensorboardRequest 

type GetTensorboardRequest struct {

	// Required. The name of the Tensorboard resource.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.GetTensorboard][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.GetTensorboard].

func (*GetTensorboardRequest) Descriptor deprecated 

func (*GetTensorboardRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetTensorboardRequest.ProtoReflect.Descriptor instead.

func (*GetTensorboardRequest) GetName 

func (x *GetTensorboardRequest) GetName() string

func (*GetTensorboardRequest) ProtoMessage 

func (*GetTensorboardRequest) ProtoMessage()

func (*GetTensorboardRequest) ProtoReflect 

func (x *GetTensorboardRequest) ProtoReflect() protoreflect.Message

func (*GetTensorboardRequest) Reset 

func (x *GetTensorboardRequest) Reset()

func (*GetTensorboardRequest) String 

func (x *GetTensorboardRequest) String() string

type GetTensorboardRunRequest 

type GetTensorboardRunRequest struct {

	// Required. The name of the TensorboardRun resource.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.GetTensorboardRun][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.GetTensorboardRun].

func (*GetTensorboardRunRequest) Descriptor deprecated 

func (*GetTensorboardRunRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetTensorboardRunRequest.ProtoReflect.Descriptor instead.

func (*GetTensorboardRunRequest) GetName 

func (x *GetTensorboardRunRequest) GetName() string

func (*GetTensorboardRunRequest) ProtoMessage 

func (*GetTensorboardRunRequest) ProtoMessage()

func (*GetTensorboardRunRequest) ProtoReflect 

func (x *GetTensorboardRunRequest) ProtoReflect() protoreflect.Message

func (*GetTensorboardRunRequest) Reset 

func (x *GetTensorboardRunRequest) Reset()

func (*GetTensorboardRunRequest) String 

func (x *GetTensorboardRunRequest) String() string

type GetTensorboardTimeSeriesRequest 

type GetTensorboardTimeSeriesRequest struct {

	// Required. The name of the TensorboardTimeSeries resource.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.GetTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.GetTensorboardTimeSeries].

func (*GetTensorboardTimeSeriesRequest) Descriptor deprecated 

func (*GetTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use GetTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*GetTensorboardTimeSeriesRequest) GetName 

func (x *GetTensorboardTimeSeriesRequest) GetName() string

func (*GetTensorboardTimeSeriesRequest) ProtoMessage 

func (*GetTensorboardTimeSeriesRequest) ProtoMessage()

func (*GetTensorboardTimeSeriesRequest) ProtoReflect 

func (x *GetTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*GetTensorboardTimeSeriesRequest) Reset 

func (x *GetTensorboardTimeSeriesRequest) Reset()

func (*GetTensorboardTimeSeriesRequest) String 

func (x *GetTensorboardTimeSeriesRequest) String() string

type GoogleDriveSource 

type GoogleDriveSource struct {

	// Required. Google Drive resource IDs.
	ResourceIds []*GoogleDriveSource_ResourceId `protobuf:"bytes,1,rep,name=resource_ids,json=resourceIds,proto3" json:"resource_ids,omitempty"`
	// contains filtered or unexported fields
}

The Google Drive location for the input content.

func (*GoogleDriveSource) Descriptor deprecated 

func (*GoogleDriveSource) Descriptor() ([]byte, []int)

Deprecated: Use GoogleDriveSource.ProtoReflect.Descriptor instead.

func (*GoogleDriveSource) GetResourceIds 

func (x *GoogleDriveSource) GetResourceIds() []*GoogleDriveSource_ResourceId

func (*GoogleDriveSource) ProtoMessage 

func (*GoogleDriveSource) ProtoMessage()

func (*GoogleDriveSource) ProtoReflect 

func (x *GoogleDriveSource) ProtoReflect() protoreflect.Message

func (*GoogleDriveSource) Reset 

func (x *GoogleDriveSource) Reset()

func (*GoogleDriveSource) String 

func (x *GoogleDriveSource) String() string

type GoogleDriveSource_ResourceId 

type GoogleDriveSource_ResourceId struct {

	// Required. The type of the Google Drive resource.
	ResourceType GoogleDriveSource_ResourceId_ResourceType `` /* 178-byte string literal not displayed */
	// Required. The ID of the Google Drive resource.
	ResourceId string `protobuf:"bytes,2,opt,name=resource_id,json=resourceId,proto3" json:"resource_id,omitempty"`
	// contains filtered or unexported fields
}

The type and ID of the Google Drive resource.

func (*GoogleDriveSource_ResourceId) Descriptor deprecated 

func (*GoogleDriveSource_ResourceId) Descriptor() ([]byte, []int)

Deprecated: Use GoogleDriveSource_ResourceId.ProtoReflect.Descriptor instead.

func (*GoogleDriveSource_ResourceId) GetResourceId 

func (x *GoogleDriveSource_ResourceId) GetResourceId() string

func (*GoogleDriveSource_ResourceId) GetResourceType 

func (x *GoogleDriveSource_ResourceId) GetResourceType() GoogleDriveSource_ResourceId_ResourceType

func (*GoogleDriveSource_ResourceId) ProtoMessage 

func (*GoogleDriveSource_ResourceId) ProtoMessage()

func (*GoogleDriveSource_ResourceId) ProtoReflect 

func (x *GoogleDriveSource_ResourceId) ProtoReflect() protoreflect.Message

func (*GoogleDriveSource_ResourceId) Reset 

func (x *GoogleDriveSource_ResourceId) Reset()

func (*GoogleDriveSource_ResourceId) String 

func (x *GoogleDriveSource_ResourceId) String() string

type GoogleDriveSource_ResourceId_ResourceType 

type GoogleDriveSource_ResourceId_ResourceType int32

The type of the Google Drive resource. 

const (
	// Unspecified resource type.
	GoogleDriveSource_ResourceId_RESOURCE_TYPE_UNSPECIFIED GoogleDriveSource_ResourceId_ResourceType = 0
	// File resource type.
	GoogleDriveSource_ResourceId_RESOURCE_TYPE_FILE GoogleDriveSource_ResourceId_ResourceType = 1
	// Folder resource type.
	GoogleDriveSource_ResourceId_RESOURCE_TYPE_FOLDER GoogleDriveSource_ResourceId_ResourceType = 2
)

func (GoogleDriveSource_ResourceId_ResourceType) Descriptor 

func (GoogleDriveSource_ResourceId_ResourceType) Descriptor() protoreflect.EnumDescriptor

func (GoogleDriveSource_ResourceId_ResourceType) Enum 

func (x GoogleDriveSource_ResourceId_ResourceType) Enum() *GoogleDriveSource_ResourceId_ResourceType

func (GoogleDriveSource_ResourceId_ResourceType) EnumDescriptor deprecated 

func (GoogleDriveSource_ResourceId_ResourceType) EnumDescriptor() ([]byte, []int)

Deprecated: Use GoogleDriveSource_ResourceId_ResourceType.Descriptor instead.

func (GoogleDriveSource_ResourceId_ResourceType) Number 

func (x GoogleDriveSource_ResourceId_ResourceType) Number() protoreflect.EnumNumber

func (GoogleDriveSource_ResourceId_ResourceType) String 

func (x GoogleDriveSource_ResourceId_ResourceType) String() string

func (GoogleDriveSource_ResourceId_ResourceType) Type 

func (GoogleDriveSource_ResourceId_ResourceType) Type() protoreflect.EnumType

type ImportDataConfig 

type ImportDataConfig struct {

	// The source of the input.
	//
	// Types that are assignable to Source:
	//
	//	*ImportDataConfig_GcsSource
	Source isImportDataConfig_Source `protobuf_oneof:"source"`
	// Labels that will be applied to newly imported DataItems. If an identical
	// DataItem as one being imported already exists in the Dataset, then these
	// labels will be appended to these of the already existing one, and if labels
	// with identical key is imported before, the old label value will be
	// overwritten. If two DataItems are identical in the same import data
	// operation, the labels will be combined and if key collision happens in this
	// case, one of the values will be picked randomly. Two DataItems are
	// considered identical if their content bytes are identical (e.g. image bytes
	// or pdf bytes).
	// These labels will be overridden by Annotation labels specified inside index
	// file referenced by
	// [import_schema_uri][mockgcp.cloud.aiplatform.v1beta1.ImportDataConfig.import_schema_uri],
	// e.g. jsonl file.
	DataItemLabels map[string]string `` /* 193-byte string literal not displayed */
	// Labels that will be applied to newly imported Annotations. If two
	// Annotations are identical, one of them will be deduped. Two Annotations are
	// considered identical if their
	// [payload][mockgcp.cloud.aiplatform.v1beta1.Annotation.payload],
	// [payload_schema_uri][mockgcp.cloud.aiplatform.v1beta1.Annotation.payload_schema_uri]
	// and all of their
	// [labels][mockgcp.cloud.aiplatform.v1beta1.Annotation.labels] are the same.
	// These labels will be overridden by Annotation labels specified inside index
	// file referenced by
	// [import_schema_uri][mockgcp.cloud.aiplatform.v1beta1.ImportDataConfig.import_schema_uri],
	// e.g. jsonl file.
	AnnotationLabels map[string]string `` /* 197-byte string literal not displayed */
	// Required. Points to a YAML file stored on Google Cloud Storage describing
	// the import format. Validation will be done against the schema. The schema
	// is defined as an [OpenAPI 3.0.2 Schema
	// Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
	ImportSchemaUri string `protobuf:"bytes,4,opt,name=import_schema_uri,json=importSchemaUri,proto3" json:"import_schema_uri,omitempty"`
	// contains filtered or unexported fields
}

Describes the location from where we import data into a Dataset, together with the labels that will be applied to the DataItems and the Annotations.

func (*ImportDataConfig) Descriptor deprecated 

func (*ImportDataConfig) Descriptor() ([]byte, []int)

Deprecated: Use ImportDataConfig.ProtoReflect.Descriptor instead.

func (*ImportDataConfig) GetAnnotationLabels 

func (x *ImportDataConfig) GetAnnotationLabels() map[string]string

func (*ImportDataConfig) GetDataItemLabels 

func (x *ImportDataConfig) GetDataItemLabels() map[string]string

func (*ImportDataConfig) GetGcsSource 

func (x *ImportDataConfig) GetGcsSource() *GcsSource

func (*ImportDataConfig) GetImportSchemaUri 

func (x *ImportDataConfig) GetImportSchemaUri() string

func (*ImportDataConfig) GetSource 

func (m *ImportDataConfig) GetSource() isImportDataConfig_Source

func (*ImportDataConfig) ProtoMessage 

func (*ImportDataConfig) ProtoMessage()

func (*ImportDataConfig) ProtoReflect 

func (x *ImportDataConfig) ProtoReflect() protoreflect.Message

func (*ImportDataConfig) Reset 

func (x *ImportDataConfig) Reset()

func (*ImportDataConfig) String 

func (x *ImportDataConfig) String() string

type ImportDataConfig_GcsSource 

type ImportDataConfig_GcsSource struct {
	// The Google Cloud Storage location for the input content.
	GcsSource *GcsSource `protobuf:"bytes,1,opt,name=gcs_source,json=gcsSource,proto3,oneof"`
}

type ImportDataOperationMetadata 

type ImportDataOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.ImportData][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ImportData].

func (*ImportDataOperationMetadata) Descriptor deprecated 

func (*ImportDataOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use ImportDataOperationMetadata.ProtoReflect.Descriptor instead.

func (*ImportDataOperationMetadata) GetGenericMetadata 

func (x *ImportDataOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*ImportDataOperationMetadata) ProtoMessage 

func (*ImportDataOperationMetadata) ProtoMessage()

func (*ImportDataOperationMetadata) ProtoReflect 

func (x *ImportDataOperationMetadata) ProtoReflect() protoreflect.Message

func (*ImportDataOperationMetadata) Reset 

func (x *ImportDataOperationMetadata) Reset()

func (*ImportDataOperationMetadata) String 

func (x *ImportDataOperationMetadata) String() string

type ImportDataRequest 

type ImportDataRequest struct {

	// Required. The name of the Dataset resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The desired input locations. The contents of all input locations
	// will be imported in one batch.
	ImportConfigs []*ImportDataConfig `protobuf:"bytes,2,rep,name=import_configs,json=importConfigs,proto3" json:"import_configs,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ImportData][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ImportData].

func (*ImportDataRequest) Descriptor deprecated 

func (*ImportDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ImportDataRequest.ProtoReflect.Descriptor instead.

func (*ImportDataRequest) GetImportConfigs 

func (x *ImportDataRequest) GetImportConfigs() []*ImportDataConfig

func (*ImportDataRequest) GetName 

func (x *ImportDataRequest) GetName() string

func (*ImportDataRequest) ProtoMessage 

func (*ImportDataRequest) ProtoMessage()

func (*ImportDataRequest) ProtoReflect 

func (x *ImportDataRequest) ProtoReflect() protoreflect.Message

func (*ImportDataRequest) Reset 

func (x *ImportDataRequest) Reset()

func (*ImportDataRequest) String 

func (x *ImportDataRequest) String() string

type ImportDataResponse 

type ImportDataResponse struct {
	// contains filtered or unexported fields
}

Response message for [DatasetService.ImportData][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ImportData].

func (*ImportDataResponse) Descriptor deprecated 

func (*ImportDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ImportDataResponse.ProtoReflect.Descriptor instead.

func (*ImportDataResponse) ProtoMessage 

func (*ImportDataResponse) ProtoMessage()

func (*ImportDataResponse) ProtoReflect 

func (x *ImportDataResponse) ProtoReflect() protoreflect.Message

func (*ImportDataResponse) Reset 

func (x *ImportDataResponse) Reset()

func (*ImportDataResponse) String 

func (x *ImportDataResponse) String() string

type IntegratedGradientsAttribution 

type IntegratedGradientsAttribution struct {

	// Required. The number of steps for approximating the path integral.
	// A good value to start is 50 and gradually increase until the
	// sum to diff property is within the desired error range.
	//
	// Valid range of its value is [1, 100], inclusively.
	StepCount int32 `protobuf:"varint,1,opt,name=step_count,json=stepCount,proto3" json:"step_count,omitempty"`
	// Config for SmoothGrad approximation of gradients.
	//
	// When enabled, the gradients are approximated by averaging the gradients
	// from noisy samples in the vicinity of the inputs. Adding
	// noise can help improve the computed gradients. Refer to this paper for more
	// details: https://arxiv.org/pdf/1706.03825.pdf
	SmoothGradConfig *SmoothGradConfig `protobuf:"bytes,2,opt,name=smooth_grad_config,json=smoothGradConfig,proto3" json:"smooth_grad_config,omitempty"`
	// Config for IG with blur baseline.
	//
	// When enabled, a linear path from the maximally blurred image to the input
	// image is created. Using a blurred baseline instead of zero (black image) is
	// motivated by the BlurIG approach explained here:
	// https://arxiv.org/abs/2004.03383
	BlurBaselineConfig *BlurBaselineConfig `protobuf:"bytes,3,opt,name=blur_baseline_config,json=blurBaselineConfig,proto3" json:"blur_baseline_config,omitempty"`
	// contains filtered or unexported fields
}

An attribution method that computes the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365

func (*IntegratedGradientsAttribution) Descriptor deprecated 

func (*IntegratedGradientsAttribution) Descriptor() ([]byte, []int)

Deprecated: Use IntegratedGradientsAttribution.ProtoReflect.Descriptor instead.

func (*IntegratedGradientsAttribution) GetBlurBaselineConfig 

func (x *IntegratedGradientsAttribution) GetBlurBaselineConfig() *BlurBaselineConfig

func (*IntegratedGradientsAttribution) GetSmoothGradConfig 

func (x *IntegratedGradientsAttribution) GetSmoothGradConfig() *SmoothGradConfig

func (*IntegratedGradientsAttribution) GetStepCount 

func (x *IntegratedGradientsAttribution) GetStepCount() int32

func (*IntegratedGradientsAttribution) ProtoMessage 

func (*IntegratedGradientsAttribution) ProtoMessage()

func (*IntegratedGradientsAttribution) ProtoReflect 

func (x *IntegratedGradientsAttribution) ProtoReflect() protoreflect.Message

func (*IntegratedGradientsAttribution) Reset 

func (x *IntegratedGradientsAttribution) Reset()

func (*IntegratedGradientsAttribution) String 

func (x *IntegratedGradientsAttribution) String() string

type JiraSource 

type JiraSource struct {

	// Required. The Jira queries.
	JiraQueries []*JiraSource_JiraQueries `protobuf:"bytes,1,rep,name=jira_queries,json=jiraQueries,proto3" json:"jira_queries,omitempty"`
	// contains filtered or unexported fields
}

The Jira source for the ImportRagFilesRequest.

func (*JiraSource) Descriptor deprecated 

func (*JiraSource) Descriptor() ([]byte, []int)

Deprecated: Use JiraSource.ProtoReflect.Descriptor instead.

func (*JiraSource) GetJiraQueries 

func (x *JiraSource) GetJiraQueries() []*JiraSource_JiraQueries

func (*JiraSource) ProtoMessage 

func (*JiraSource) ProtoMessage()

func (*JiraSource) ProtoReflect 

func (x *JiraSource) ProtoReflect() protoreflect.Message

func (*JiraSource) Reset 

func (x *JiraSource) Reset()

func (*JiraSource) String 

func (x *JiraSource) String() string

type JiraSource_JiraQueries 

type JiraSource_JiraQueries struct {

	// A list of Jira projects to import in their entirety.
	Projects []string `protobuf:"bytes,3,rep,name=projects,proto3" json:"projects,omitempty"`
	// A list of custom Jira queries to import. For information about JQL (Jira
	// Query Language), see
	// https://support.atlassian.com/jira-service-management-cloud/docs/use-advanced-search-with-jira-query-language-jql/
	CustomQueries []string `protobuf:"bytes,4,rep,name=custom_queries,json=customQueries,proto3" json:"custom_queries,omitempty"`
	// Required. The Jira email address.
	Email string `protobuf:"bytes,5,opt,name=email,proto3" json:"email,omitempty"`
	// Required. The Jira server URI.
	ServerUri string `protobuf:"bytes,6,opt,name=server_uri,json=serverUri,proto3" json:"server_uri,omitempty"`
	// Required. The SecretManager secret version resource name (e.g.
	// projects/{project}/secrets/{secret}/versions/{version}) storing the
	// Jira API key. See [Manage API tokens for your Atlassian
	// account](https://support.atlassian.com/atlassian-account/docs/manage-api-tokens-for-your-atlassian-account/).
	ApiKeyConfig *ApiAuth_ApiKeyConfig `protobuf:"bytes,7,opt,name=api_key_config,json=apiKeyConfig,proto3" json:"api_key_config,omitempty"`
	// contains filtered or unexported fields
}

JiraQueries contains the Jira queries and corresponding authentication.

func (*JiraSource_JiraQueries) Descriptor deprecated 

func (*JiraSource_JiraQueries) Descriptor() ([]byte, []int)

Deprecated: Use JiraSource_JiraQueries.ProtoReflect.Descriptor instead.

func (*JiraSource_JiraQueries) GetApiKeyConfig 

func (x *JiraSource_JiraQueries) GetApiKeyConfig() *ApiAuth_ApiKeyConfig

func (*JiraSource_JiraQueries) GetCustomQueries 

func (x *JiraSource_JiraQueries) GetCustomQueries() []string

func (*JiraSource_JiraQueries) GetEmail 

func (x *JiraSource_JiraQueries) GetEmail() string

func (*JiraSource_JiraQueries) GetProjects 

func (x *JiraSource_JiraQueries) GetProjects() []string

func (*JiraSource_JiraQueries) GetServerUri 

func (x *JiraSource_JiraQueries) GetServerUri() string

func (*JiraSource_JiraQueries) ProtoMessage 

func (*JiraSource_JiraQueries) ProtoMessage()

func (*JiraSource_JiraQueries) ProtoReflect 

func (x *JiraSource_JiraQueries) ProtoReflect() protoreflect.Message

func (*JiraSource_JiraQueries) Reset 

func (x *JiraSource_JiraQueries) Reset()

func (*JiraSource_JiraQueries) String 

func (x *JiraSource_JiraQueries) String() string

type ListAnnotationsRequest 

type ListAnnotationsRequest struct {

	// Required. The resource name of the DataItem to list Annotations from.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/dataItems/{data_item}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// The standard list filter.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The standard list page size.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// The standard list page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// A comma-separated list of fields to order by, sorted in ascending order.
	// Use "desc" after a field name for descending.
	OrderBy string `protobuf:"bytes,6,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ListAnnotations][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListAnnotations].

func (*ListAnnotationsRequest) Descriptor deprecated 

func (*ListAnnotationsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListAnnotationsRequest.ProtoReflect.Descriptor instead.

func (*ListAnnotationsRequest) GetFilter 

func (x *ListAnnotationsRequest) GetFilter() string

func (*ListAnnotationsRequest) GetOrderBy 

func (x *ListAnnotationsRequest) GetOrderBy() string

func (*ListAnnotationsRequest) GetPageSize 

func (x *ListAnnotationsRequest) GetPageSize() int32

func (*ListAnnotationsRequest) GetPageToken 

func (x *ListAnnotationsRequest) GetPageToken() string

func (*ListAnnotationsRequest) GetParent 

func (x *ListAnnotationsRequest) GetParent() string

func (*ListAnnotationsRequest) GetReadMask 

func (x *ListAnnotationsRequest) GetReadMask() *field_mask.FieldMask

func (*ListAnnotationsRequest) ProtoMessage 

func (*ListAnnotationsRequest) ProtoMessage()

func (*ListAnnotationsRequest) ProtoReflect 

func (x *ListAnnotationsRequest) ProtoReflect() protoreflect.Message

func (*ListAnnotationsRequest) Reset 

func (x *ListAnnotationsRequest) Reset()

func (*ListAnnotationsRequest) String 

func (x *ListAnnotationsRequest) String() string

type ListAnnotationsResponse 

type ListAnnotationsResponse struct {

	// A list of Annotations that matches the specified filter in the request.
	Annotations []*Annotation `protobuf:"bytes,1,rep,name=annotations,proto3" json:"annotations,omitempty"`
	// The standard List next-page token.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ListAnnotations][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListAnnotations].

func (*ListAnnotationsResponse) Descriptor deprecated 

func (*ListAnnotationsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListAnnotationsResponse.ProtoReflect.Descriptor instead.

func (*ListAnnotationsResponse) GetAnnotations 

func (x *ListAnnotationsResponse) GetAnnotations() []*Annotation

func (*ListAnnotationsResponse) GetNextPageToken 

func (x *ListAnnotationsResponse) GetNextPageToken() string

func (*ListAnnotationsResponse) ProtoMessage 

func (*ListAnnotationsResponse) ProtoMessage()

func (*ListAnnotationsResponse) ProtoReflect 

func (x *ListAnnotationsResponse) ProtoReflect() protoreflect.Message

func (*ListAnnotationsResponse) Reset 

func (x *ListAnnotationsResponse) Reset()

func (*ListAnnotationsResponse) String 

func (x *ListAnnotationsResponse) String() string

type ListDataItemsRequest 

type ListDataItemsRequest struct {

	// Required. The resource name of the Dataset to list DataItems from.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// The standard list filter.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The standard list page size.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// The standard list page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// A comma-separated list of fields to order by, sorted in ascending order.
	// Use "desc" after a field name for descending.
	OrderBy string `protobuf:"bytes,6,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ListDataItems][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListDataItems].

func (*ListDataItemsRequest) Descriptor deprecated 

func (*ListDataItemsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListDataItemsRequest.ProtoReflect.Descriptor instead.

func (*ListDataItemsRequest) GetFilter 

func (x *ListDataItemsRequest) GetFilter() string

func (*ListDataItemsRequest) GetOrderBy 

func (x *ListDataItemsRequest) GetOrderBy() string

func (*ListDataItemsRequest) GetPageSize 

func (x *ListDataItemsRequest) GetPageSize() int32

func (*ListDataItemsRequest) GetPageToken 

func (x *ListDataItemsRequest) GetPageToken() string

func (*ListDataItemsRequest) GetParent 

func (x *ListDataItemsRequest) GetParent() string

func (*ListDataItemsRequest) GetReadMask 

func (x *ListDataItemsRequest) GetReadMask() *field_mask.FieldMask

func (*ListDataItemsRequest) ProtoMessage 

func (*ListDataItemsRequest) ProtoMessage()

func (*ListDataItemsRequest) ProtoReflect 

func (x *ListDataItemsRequest) ProtoReflect() protoreflect.Message

func (*ListDataItemsRequest) Reset 

func (x *ListDataItemsRequest) Reset()

func (*ListDataItemsRequest) String 

func (x *ListDataItemsRequest) String() string

type ListDataItemsResponse 

type ListDataItemsResponse struct {

	// A list of DataItems that matches the specified filter in the request.
	DataItems []*DataItem `protobuf:"bytes,1,rep,name=data_items,json=dataItems,proto3" json:"data_items,omitempty"`
	// The standard List next-page token.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ListDataItems][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListDataItems].

func (*ListDataItemsResponse) Descriptor deprecated 

func (*ListDataItemsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListDataItemsResponse.ProtoReflect.Descriptor instead.

func (*ListDataItemsResponse) GetDataItems 

func (x *ListDataItemsResponse) GetDataItems() []*DataItem

func (*ListDataItemsResponse) GetNextPageToken 

func (x *ListDataItemsResponse) GetNextPageToken() string

func (*ListDataItemsResponse) ProtoMessage 

func (*ListDataItemsResponse) ProtoMessage()

func (*ListDataItemsResponse) ProtoReflect 

func (x *ListDataItemsResponse) ProtoReflect() protoreflect.Message

func (*ListDataItemsResponse) Reset 

func (x *ListDataItemsResponse) Reset()

func (*ListDataItemsResponse) String 

func (x *ListDataItemsResponse) String() string

type ListDatasetVersionsRequest 

type ListDatasetVersionsRequest struct {

	// Required. The resource name of the Dataset to list DatasetVersions from.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. The standard list filter.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. The standard list page size.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. The standard list page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Optional. Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// Optional. A comma-separated list of fields to order by, sorted in ascending
	// order. Use "desc" after a field name for descending.
	OrderBy string `protobuf:"bytes,6,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ListDatasetVersions][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListDatasetVersions].

func (*ListDatasetVersionsRequest) Descriptor deprecated 

func (*ListDatasetVersionsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListDatasetVersionsRequest.ProtoReflect.Descriptor instead.

func (*ListDatasetVersionsRequest) GetFilter 

func (x *ListDatasetVersionsRequest) GetFilter() string

func (*ListDatasetVersionsRequest) GetOrderBy 

func (x *ListDatasetVersionsRequest) GetOrderBy() string

func (*ListDatasetVersionsRequest) GetPageSize 

func (x *ListDatasetVersionsRequest) GetPageSize() int32

func (*ListDatasetVersionsRequest) GetPageToken 

func (x *ListDatasetVersionsRequest) GetPageToken() string

func (*ListDatasetVersionsRequest) GetParent 

func (x *ListDatasetVersionsRequest) GetParent() string

func (*ListDatasetVersionsRequest) GetReadMask 

func (x *ListDatasetVersionsRequest) GetReadMask() *field_mask.FieldMask

func (*ListDatasetVersionsRequest) ProtoMessage 

func (*ListDatasetVersionsRequest) ProtoMessage()

func (*ListDatasetVersionsRequest) ProtoReflect 

func (x *ListDatasetVersionsRequest) ProtoReflect() protoreflect.Message

func (*ListDatasetVersionsRequest) Reset 

func (x *ListDatasetVersionsRequest) Reset()

func (*ListDatasetVersionsRequest) String 

func (x *ListDatasetVersionsRequest) String() string

type ListDatasetVersionsResponse 

type ListDatasetVersionsResponse struct {

	// A list of DatasetVersions that matches the specified filter in the request.
	DatasetVersions []*DatasetVersion `protobuf:"bytes,1,rep,name=dataset_versions,json=datasetVersions,proto3" json:"dataset_versions,omitempty"`
	// The standard List next-page token.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ListDatasetVersions][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListDatasetVersions].

func (*ListDatasetVersionsResponse) Descriptor deprecated 

func (*ListDatasetVersionsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListDatasetVersionsResponse.ProtoReflect.Descriptor instead.

func (*ListDatasetVersionsResponse) GetDatasetVersions 

func (x *ListDatasetVersionsResponse) GetDatasetVersions() []*DatasetVersion

func (*ListDatasetVersionsResponse) GetNextPageToken 

func (x *ListDatasetVersionsResponse) GetNextPageToken() string

func (*ListDatasetVersionsResponse) ProtoMessage 

func (*ListDatasetVersionsResponse) ProtoMessage()

func (*ListDatasetVersionsResponse) ProtoReflect 

func (x *ListDatasetVersionsResponse) ProtoReflect() protoreflect.Message

func (*ListDatasetVersionsResponse) Reset 

func (x *ListDatasetVersionsResponse) Reset()

func (*ListDatasetVersionsResponse) String 

func (x *ListDatasetVersionsResponse) String() string

type ListDatasetsRequest 

type ListDatasetsRequest struct {

	// Required. The name of the Dataset's parent resource.
	// Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// An expression for filtering the results of the request. For field names
	// both snake_case and camelCase are supported.
	//
	//   - `display_name`: supports = and !=
	//   - `metadata_schema_uri`: supports = and !=
	//   - `labels` supports general map functions that is:
	//   - `labels.key=value` - key:value equality
	//   - `labels.key:* or labels:key - key existence
	//   - A key including a space must be quoted. `labels."a key"`.
	//
	// Some examples:
	//
	//   - `displayName="myDisplayName"`
	//   - `labels.myKey="myValue"`
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The standard list page size.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// The standard list page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// A comma-separated list of fields to order by, sorted in ascending order.
	// Use "desc" after a field name for descending.
	// Supported fields:
	//
	//   - `display_name`
	//   - `create_time`
	//   - `update_time`
	OrderBy string `protobuf:"bytes,6,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ListDatasets][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListDatasets].

func (*ListDatasetsRequest) Descriptor deprecated 

func (*ListDatasetsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListDatasetsRequest.ProtoReflect.Descriptor instead.

func (*ListDatasetsRequest) GetFilter 

func (x *ListDatasetsRequest) GetFilter() string

func (*ListDatasetsRequest) GetOrderBy 

func (x *ListDatasetsRequest) GetOrderBy() string

func (*ListDatasetsRequest) GetPageSize 

func (x *ListDatasetsRequest) GetPageSize() int32

func (*ListDatasetsRequest) GetPageToken 

func (x *ListDatasetsRequest) GetPageToken() string

func (*ListDatasetsRequest) GetParent 

func (x *ListDatasetsRequest) GetParent() string

func (*ListDatasetsRequest) GetReadMask 

func (x *ListDatasetsRequest) GetReadMask() *field_mask.FieldMask

func (*ListDatasetsRequest) ProtoMessage 

func (*ListDatasetsRequest) ProtoMessage()

func (*ListDatasetsRequest) ProtoReflect 

func (x *ListDatasetsRequest) ProtoReflect() protoreflect.Message

func (*ListDatasetsRequest) Reset 

func (x *ListDatasetsRequest) Reset()

func (*ListDatasetsRequest) String 

func (x *ListDatasetsRequest) String() string

type ListDatasetsResponse 

type ListDatasetsResponse struct {

	// A list of Datasets that matches the specified filter in the request.
	Datasets []*Dataset `protobuf:"bytes,1,rep,name=datasets,proto3" json:"datasets,omitempty"`
	// The standard List next-page token.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ListDatasets][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListDatasets].

func (*ListDatasetsResponse) Descriptor deprecated 

func (*ListDatasetsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListDatasetsResponse.ProtoReflect.Descriptor instead.

func (*ListDatasetsResponse) GetDatasets 

func (x *ListDatasetsResponse) GetDatasets() []*Dataset

func (*ListDatasetsResponse) GetNextPageToken 

func (x *ListDatasetsResponse) GetNextPageToken() string

func (*ListDatasetsResponse) ProtoMessage 

func (*ListDatasetsResponse) ProtoMessage()

func (*ListDatasetsResponse) ProtoReflect 

func (x *ListDatasetsResponse) ProtoReflect() protoreflect.Message

func (*ListDatasetsResponse) Reset 

func (x *ListDatasetsResponse) Reset()

func (*ListDatasetsResponse) String 

func (x *ListDatasetsResponse) String() string

type ListEndpointsRequest 

type ListEndpointsRequest struct {

	// Required. The resource name of the Location from which to list the
	// Endpoints. Format: `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Optional. An expression for filtering the results of the request. For field
	// names both snake_case and camelCase are supported.
	//
	//   - `endpoint` supports `=` and `!=`. `endpoint` represents the Endpoint
	//     ID, i.e. the last segment of the Endpoint's
	//     [resource name][mockgcp.cloud.aiplatform.v1beta1.Endpoint.name].
	//   - `display_name` supports `=` and `!=`.
	//   - `labels` supports general map functions that is:
	//   - `labels.key=value` - key:value equality
	//   - `labels.key:*` or `labels:key` - key existence
	//   - A key including a space must be quoted. `labels."a key"`.
	//   - `base_model_name` only supports `=`.
	//
	// Some examples:
	//
	//   - `endpoint=1`
	//   - `displayName="myDisplayName"`
	//   - `labels.myKey="myValue"`
	//   - `baseModelName="text-bison"`
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// Optional. The standard list page size.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// Optional. The standard list page token.
	// Typically obtained via
	// [ListEndpointsResponse.next_page_token][mockgcp.cloud.aiplatform.v1beta1.ListEndpointsResponse.next_page_token]
	// of the previous
	// [EndpointService.ListEndpoints][mockgcp.cloud.aiplatform.v1beta1.EndpointService.ListEndpoints]
	// call.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Optional. Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.ListEndpoints][mockgcp.cloud.aiplatform.v1beta1.EndpointService.ListEndpoints].

func (*ListEndpointsRequest) Descriptor deprecated 

func (*ListEndpointsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListEndpointsRequest.ProtoReflect.Descriptor instead.

func (*ListEndpointsRequest) GetFilter 

func (x *ListEndpointsRequest) GetFilter() string

func (*ListEndpointsRequest) GetPageSize 

func (x *ListEndpointsRequest) GetPageSize() int32

func (*ListEndpointsRequest) GetPageToken 

func (x *ListEndpointsRequest) GetPageToken() string

func (*ListEndpointsRequest) GetParent 

func (x *ListEndpointsRequest) GetParent() string

func (*ListEndpointsRequest) GetReadMask 

func (x *ListEndpointsRequest) GetReadMask() *field_mask.FieldMask

func (*ListEndpointsRequest) ProtoMessage 

func (*ListEndpointsRequest) ProtoMessage()

func (*ListEndpointsRequest) ProtoReflect 

func (x *ListEndpointsRequest) ProtoReflect() protoreflect.Message

func (*ListEndpointsRequest) Reset 

func (x *ListEndpointsRequest) Reset()

func (*ListEndpointsRequest) String 

func (x *ListEndpointsRequest) String() string

type ListEndpointsResponse 

type ListEndpointsResponse struct {

	// List of Endpoints in the requested page.
	Endpoints []*Endpoint `protobuf:"bytes,1,rep,name=endpoints,proto3" json:"endpoints,omitempty"`
	// A token to retrieve the next page of results.
	// Pass to
	// [ListEndpointsRequest.page_token][mockgcp.cloud.aiplatform.v1beta1.ListEndpointsRequest.page_token]
	// to obtain that page.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [EndpointService.ListEndpoints][mockgcp.cloud.aiplatform.v1beta1.EndpointService.ListEndpoints].

func (*ListEndpointsResponse) Descriptor deprecated 

func (*ListEndpointsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListEndpointsResponse.ProtoReflect.Descriptor instead.

func (*ListEndpointsResponse) GetEndpoints 

func (x *ListEndpointsResponse) GetEndpoints() []*Endpoint

func (*ListEndpointsResponse) GetNextPageToken 

func (x *ListEndpointsResponse) GetNextPageToken() string

func (*ListEndpointsResponse) ProtoMessage 

func (*ListEndpointsResponse) ProtoMessage()

func (*ListEndpointsResponse) ProtoReflect 

func (x *ListEndpointsResponse) ProtoReflect() protoreflect.Message

func (*ListEndpointsResponse) Reset 

func (x *ListEndpointsResponse) Reset()

func (*ListEndpointsResponse) String 

func (x *ListEndpointsResponse) String() string

type ListSavedQueriesRequest 

type ListSavedQueriesRequest struct {

	// Required. The resource name of the Dataset to list SavedQueries from.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// The standard list filter.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The standard list page size.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// The standard list page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// A comma-separated list of fields to order by, sorted in ascending order.
	// Use "desc" after a field name for descending.
	OrderBy string `protobuf:"bytes,6,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.ListSavedQueries][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListSavedQueries].

func (*ListSavedQueriesRequest) Descriptor deprecated 

func (*ListSavedQueriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListSavedQueriesRequest.ProtoReflect.Descriptor instead.

func (*ListSavedQueriesRequest) GetFilter 

func (x *ListSavedQueriesRequest) GetFilter() string

func (*ListSavedQueriesRequest) GetOrderBy 

func (x *ListSavedQueriesRequest) GetOrderBy() string

func (*ListSavedQueriesRequest) GetPageSize 

func (x *ListSavedQueriesRequest) GetPageSize() int32

func (*ListSavedQueriesRequest) GetPageToken 

func (x *ListSavedQueriesRequest) GetPageToken() string

func (*ListSavedQueriesRequest) GetParent 

func (x *ListSavedQueriesRequest) GetParent() string

func (*ListSavedQueriesRequest) GetReadMask 

func (x *ListSavedQueriesRequest) GetReadMask() *field_mask.FieldMask

func (*ListSavedQueriesRequest) ProtoMessage 

func (*ListSavedQueriesRequest) ProtoMessage()

func (*ListSavedQueriesRequest) ProtoReflect 

func (x *ListSavedQueriesRequest) ProtoReflect() protoreflect.Message

func (*ListSavedQueriesRequest) Reset 

func (x *ListSavedQueriesRequest) Reset()

func (*ListSavedQueriesRequest) String 

func (x *ListSavedQueriesRequest) String() string

type ListSavedQueriesResponse 

type ListSavedQueriesResponse struct {

	// A list of SavedQueries that match the specified filter in the request.
	SavedQueries []*SavedQuery `protobuf:"bytes,1,rep,name=saved_queries,json=savedQueries,proto3" json:"saved_queries,omitempty"`
	// The standard List next-page token.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.ListSavedQueries][mockgcp.cloud.aiplatform.v1beta1.DatasetService.ListSavedQueries].

func (*ListSavedQueriesResponse) Descriptor deprecated 

func (*ListSavedQueriesResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListSavedQueriesResponse.ProtoReflect.Descriptor instead.

func (*ListSavedQueriesResponse) GetNextPageToken 

func (x *ListSavedQueriesResponse) GetNextPageToken() string

func (*ListSavedQueriesResponse) GetSavedQueries 

func (x *ListSavedQueriesResponse) GetSavedQueries() []*SavedQuery

func (*ListSavedQueriesResponse) ProtoMessage 

func (*ListSavedQueriesResponse) ProtoMessage()

func (*ListSavedQueriesResponse) ProtoReflect 

func (x *ListSavedQueriesResponse) ProtoReflect() protoreflect.Message

func (*ListSavedQueriesResponse) Reset 

func (x *ListSavedQueriesResponse) Reset()

func (*ListSavedQueriesResponse) String 

func (x *ListSavedQueriesResponse) String() string

type ListTensorboardExperimentsRequest 

type ListTensorboardExperimentsRequest struct {

	// Required. The resource name of the Tensorboard to list
	// TensorboardExperiments. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Lists the TensorboardExperiments that match the filter expression.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The maximum number of TensorboardExperiments to return. The service may
	// return fewer than this value. If unspecified, at most 50
	// TensorboardExperiments are returned. The maximum value is 1000; values
	// above 1000 are coerced to 1000.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A page token, received from a previous
	// [TensorboardService.ListTensorboardExperiments][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardExperiments]
	// call. Provide this to retrieve the subsequent page.
	//
	// When paginating, all other parameters provided to
	// [TensorboardService.ListTensorboardExperiments][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardExperiments]
	// must match the call that provided the page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Field to use to sort the list.
	OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,6,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ListTensorboardExperiments][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardExperiments].

func (*ListTensorboardExperimentsRequest) Descriptor deprecated 

func (*ListTensorboardExperimentsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardExperimentsRequest.ProtoReflect.Descriptor instead.

func (*ListTensorboardExperimentsRequest) GetFilter 

func (x *ListTensorboardExperimentsRequest) GetFilter() string

func (*ListTensorboardExperimentsRequest) GetOrderBy 

func (x *ListTensorboardExperimentsRequest) GetOrderBy() string

func (*ListTensorboardExperimentsRequest) GetPageSize 

func (x *ListTensorboardExperimentsRequest) GetPageSize() int32

func (*ListTensorboardExperimentsRequest) GetPageToken 

func (x *ListTensorboardExperimentsRequest) GetPageToken() string

func (*ListTensorboardExperimentsRequest) GetParent 

func (x *ListTensorboardExperimentsRequest) GetParent() string

func (*ListTensorboardExperimentsRequest) GetReadMask 

func (x *ListTensorboardExperimentsRequest) GetReadMask() *field_mask.FieldMask

func (*ListTensorboardExperimentsRequest) ProtoMessage 

func (*ListTensorboardExperimentsRequest) ProtoMessage()

func (*ListTensorboardExperimentsRequest) ProtoReflect 

func (x *ListTensorboardExperimentsRequest) ProtoReflect() protoreflect.Message

func (*ListTensorboardExperimentsRequest) Reset 

func (x *ListTensorboardExperimentsRequest) Reset()

func (*ListTensorboardExperimentsRequest) String 

func (x *ListTensorboardExperimentsRequest) String() string

type ListTensorboardExperimentsResponse 

type ListTensorboardExperimentsResponse struct {

	// The TensorboardExperiments mathching the request.
	TensorboardExperiments []*TensorboardExperiment `` /* 127-byte string literal not displayed */
	// A token, which can be sent as
	// [ListTensorboardExperimentsRequest.page_token][mockgcp.cloud.aiplatform.v1beta1.ListTensorboardExperimentsRequest.page_token]
	// to retrieve the next page. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ListTensorboardExperiments][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardExperiments].

func (*ListTensorboardExperimentsResponse) Descriptor deprecated 

func (*ListTensorboardExperimentsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardExperimentsResponse.ProtoReflect.Descriptor instead.

func (*ListTensorboardExperimentsResponse) GetNextPageToken 

func (x *ListTensorboardExperimentsResponse) GetNextPageToken() string

func (*ListTensorboardExperimentsResponse) GetTensorboardExperiments 

func (x *ListTensorboardExperimentsResponse) GetTensorboardExperiments() []*TensorboardExperiment

func (*ListTensorboardExperimentsResponse) ProtoMessage 

func (*ListTensorboardExperimentsResponse) ProtoMessage()

func (*ListTensorboardExperimentsResponse) ProtoReflect 

func (x *ListTensorboardExperimentsResponse) ProtoReflect() protoreflect.Message

func (*ListTensorboardExperimentsResponse) Reset 

func (x *ListTensorboardExperimentsResponse) Reset()

func (*ListTensorboardExperimentsResponse) String 

func (x *ListTensorboardExperimentsResponse) String() string

type ListTensorboardRunsRequest 

type ListTensorboardRunsRequest struct {

	// Required. The resource name of the TensorboardExperiment to list
	// TensorboardRuns. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Lists the TensorboardRuns that match the filter expression.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The maximum number of TensorboardRuns to return. The service may return
	// fewer than this value. If unspecified, at most 50 TensorboardRuns are
	// returned. The maximum value is 1000; values above 1000 are coerced to
	// 1000.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A page token, received from a previous
	// [TensorboardService.ListTensorboardRuns][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardRuns]
	// call. Provide this to retrieve the subsequent page.
	//
	// When paginating, all other parameters provided to
	// [TensorboardService.ListTensorboardRuns][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardRuns]
	// must match the call that provided the page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Field to use to sort the list.
	OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,6,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ListTensorboardRuns][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardRuns].

func (*ListTensorboardRunsRequest) Descriptor deprecated 

func (*ListTensorboardRunsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardRunsRequest.ProtoReflect.Descriptor instead.

func (*ListTensorboardRunsRequest) GetFilter 

func (x *ListTensorboardRunsRequest) GetFilter() string

func (*ListTensorboardRunsRequest) GetOrderBy 

func (x *ListTensorboardRunsRequest) GetOrderBy() string

func (*ListTensorboardRunsRequest) GetPageSize 

func (x *ListTensorboardRunsRequest) GetPageSize() int32

func (*ListTensorboardRunsRequest) GetPageToken 

func (x *ListTensorboardRunsRequest) GetPageToken() string

func (*ListTensorboardRunsRequest) GetParent 

func (x *ListTensorboardRunsRequest) GetParent() string

func (*ListTensorboardRunsRequest) GetReadMask 

func (x *ListTensorboardRunsRequest) GetReadMask() *field_mask.FieldMask

func (*ListTensorboardRunsRequest) ProtoMessage 

func (*ListTensorboardRunsRequest) ProtoMessage()

func (*ListTensorboardRunsRequest) ProtoReflect 

func (x *ListTensorboardRunsRequest) ProtoReflect() protoreflect.Message

func (*ListTensorboardRunsRequest) Reset 

func (x *ListTensorboardRunsRequest) Reset()

func (*ListTensorboardRunsRequest) String 

func (x *ListTensorboardRunsRequest) String() string

type ListTensorboardRunsResponse 

type ListTensorboardRunsResponse struct {

	// The TensorboardRuns mathching the request.
	TensorboardRuns []*TensorboardRun `protobuf:"bytes,1,rep,name=tensorboard_runs,json=tensorboardRuns,proto3" json:"tensorboard_runs,omitempty"`
	// A token, which can be sent as
	// [ListTensorboardRunsRequest.page_token][mockgcp.cloud.aiplatform.v1beta1.ListTensorboardRunsRequest.page_token]
	// to retrieve the next page. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ListTensorboardRuns][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardRuns].

func (*ListTensorboardRunsResponse) Descriptor deprecated 

func (*ListTensorboardRunsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardRunsResponse.ProtoReflect.Descriptor instead.

func (*ListTensorboardRunsResponse) GetNextPageToken 

func (x *ListTensorboardRunsResponse) GetNextPageToken() string

func (*ListTensorboardRunsResponse) GetTensorboardRuns 

func (x *ListTensorboardRunsResponse) GetTensorboardRuns() []*TensorboardRun

func (*ListTensorboardRunsResponse) ProtoMessage 

func (*ListTensorboardRunsResponse) ProtoMessage()

func (*ListTensorboardRunsResponse) ProtoReflect 

func (x *ListTensorboardRunsResponse) ProtoReflect() protoreflect.Message

func (*ListTensorboardRunsResponse) Reset 

func (x *ListTensorboardRunsResponse) Reset()

func (*ListTensorboardRunsResponse) String 

func (x *ListTensorboardRunsResponse) String() string

type ListTensorboardTimeSeriesRequest 

type ListTensorboardTimeSeriesRequest struct {

	// Required. The resource name of the TensorboardRun to list
	// TensorboardTimeSeries. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Lists the TensorboardTimeSeries that match the filter expression.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The maximum number of TensorboardTimeSeries to return. The service may
	// return fewer than this value. If unspecified, at most 50
	// TensorboardTimeSeries are returned. The maximum value is 1000; values
	// above 1000 are coerced to 1000.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A page token, received from a previous
	// [TensorboardService.ListTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardTimeSeries]
	// call. Provide this to retrieve the subsequent page.
	//
	// When paginating, all other parameters provided to
	// [TensorboardService.ListTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardTimeSeries]
	// must match the call that provided the page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Field to use to sort the list.
	OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,6,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ListTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardTimeSeries].

func (*ListTensorboardTimeSeriesRequest) Descriptor deprecated 

func (*ListTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*ListTensorboardTimeSeriesRequest) GetFilter 

func (x *ListTensorboardTimeSeriesRequest) GetFilter() string

func (*ListTensorboardTimeSeriesRequest) GetOrderBy 

func (x *ListTensorboardTimeSeriesRequest) GetOrderBy() string

func (*ListTensorboardTimeSeriesRequest) GetPageSize 

func (x *ListTensorboardTimeSeriesRequest) GetPageSize() int32

func (*ListTensorboardTimeSeriesRequest) GetPageToken 

func (x *ListTensorboardTimeSeriesRequest) GetPageToken() string

func (*ListTensorboardTimeSeriesRequest) GetParent 

func (x *ListTensorboardTimeSeriesRequest) GetParent() string

func (*ListTensorboardTimeSeriesRequest) GetReadMask 

func (x *ListTensorboardTimeSeriesRequest) GetReadMask() *field_mask.FieldMask

func (*ListTensorboardTimeSeriesRequest) ProtoMessage 

func (*ListTensorboardTimeSeriesRequest) ProtoMessage()

func (*ListTensorboardTimeSeriesRequest) ProtoReflect 

func (x *ListTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*ListTensorboardTimeSeriesRequest) Reset 

func (x *ListTensorboardTimeSeriesRequest) Reset()

func (*ListTensorboardTimeSeriesRequest) String 

func (x *ListTensorboardTimeSeriesRequest) String() string

type ListTensorboardTimeSeriesResponse 

type ListTensorboardTimeSeriesResponse struct {

	// The TensorboardTimeSeries mathching the request.
	TensorboardTimeSeries []*TensorboardTimeSeries `` /* 126-byte string literal not displayed */
	// A token, which can be sent as
	// [ListTensorboardTimeSeriesRequest.page_token][mockgcp.cloud.aiplatform.v1beta1.ListTensorboardTimeSeriesRequest.page_token]
	// to retrieve the next page. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ListTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboardTimeSeries].

func (*ListTensorboardTimeSeriesResponse) Descriptor deprecated 

func (*ListTensorboardTimeSeriesResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardTimeSeriesResponse.ProtoReflect.Descriptor instead.

func (*ListTensorboardTimeSeriesResponse) GetNextPageToken 

func (x *ListTensorboardTimeSeriesResponse) GetNextPageToken() string

func (*ListTensorboardTimeSeriesResponse) GetTensorboardTimeSeries 

func (x *ListTensorboardTimeSeriesResponse) GetTensorboardTimeSeries() []*TensorboardTimeSeries

func (*ListTensorboardTimeSeriesResponse) ProtoMessage 

func (*ListTensorboardTimeSeriesResponse) ProtoMessage()

func (*ListTensorboardTimeSeriesResponse) ProtoReflect 

func (x *ListTensorboardTimeSeriesResponse) ProtoReflect() protoreflect.Message

func (*ListTensorboardTimeSeriesResponse) Reset 

func (x *ListTensorboardTimeSeriesResponse) Reset()

func (*ListTensorboardTimeSeriesResponse) String 

func (x *ListTensorboardTimeSeriesResponse) String() string

type ListTensorboardsRequest 

type ListTensorboardsRequest struct {

	// Required. The resource name of the Location to list Tensorboards.
	// Format:
	// `projects/{project}/locations/{location}`
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Lists the Tensorboards that match the filter expression.
	Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
	// The maximum number of Tensorboards to return. The service may return
	// fewer than this value. If unspecified, at most 100 Tensorboards are
	// returned. The maximum value is 100; values above 100 are coerced to
	// 100.
	PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A page token, received from a previous
	// [TensorboardService.ListTensorboards][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboards]
	// call. Provide this to retrieve the subsequent page.
	//
	// When paginating, all other parameters provided to
	// [TensorboardService.ListTensorboards][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboards]
	// must match the call that provided the page token.
	PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// Field to use to sort the list.
	OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// Mask specifying which fields to read.
	ReadMask *field_mask.FieldMask `protobuf:"bytes,6,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ListTensorboards][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboards].

func (*ListTensorboardsRequest) Descriptor deprecated 

func (*ListTensorboardsRequest) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardsRequest.ProtoReflect.Descriptor instead.

func (*ListTensorboardsRequest) GetFilter 

func (x *ListTensorboardsRequest) GetFilter() string

func (*ListTensorboardsRequest) GetOrderBy 

func (x *ListTensorboardsRequest) GetOrderBy() string

func (*ListTensorboardsRequest) GetPageSize 

func (x *ListTensorboardsRequest) GetPageSize() int32

func (*ListTensorboardsRequest) GetPageToken 

func (x *ListTensorboardsRequest) GetPageToken() string

func (*ListTensorboardsRequest) GetParent 

func (x *ListTensorboardsRequest) GetParent() string

func (*ListTensorboardsRequest) GetReadMask 

func (x *ListTensorboardsRequest) GetReadMask() *field_mask.FieldMask

func (*ListTensorboardsRequest) ProtoMessage 

func (*ListTensorboardsRequest) ProtoMessage()

func (*ListTensorboardsRequest) ProtoReflect 

func (x *ListTensorboardsRequest) ProtoReflect() protoreflect.Message

func (*ListTensorboardsRequest) Reset 

func (x *ListTensorboardsRequest) Reset()

func (*ListTensorboardsRequest) String 

func (x *ListTensorboardsRequest) String() string

type ListTensorboardsResponse 

type ListTensorboardsResponse struct {

	// The Tensorboards mathching the request.
	Tensorboards []*Tensorboard `protobuf:"bytes,1,rep,name=tensorboards,proto3" json:"tensorboards,omitempty"`
	// A token, which can be sent as
	// [ListTensorboardsRequest.page_token][mockgcp.cloud.aiplatform.v1beta1.ListTensorboardsRequest.page_token]
	// to retrieve the next page. If this field is omitted, there are no
	// subsequent pages.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ListTensorboards][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ListTensorboards].

func (*ListTensorboardsResponse) Descriptor deprecated 

func (*ListTensorboardsResponse) Descriptor() ([]byte, []int)

Deprecated: Use ListTensorboardsResponse.ProtoReflect.Descriptor instead.

func (*ListTensorboardsResponse) GetNextPageToken 

func (x *ListTensorboardsResponse) GetNextPageToken() string

func (*ListTensorboardsResponse) GetTensorboards 

func (x *ListTensorboardsResponse) GetTensorboards() []*Tensorboard

func (*ListTensorboardsResponse) ProtoMessage 

func (*ListTensorboardsResponse) ProtoMessage()

func (*ListTensorboardsResponse) ProtoReflect 

func (x *ListTensorboardsResponse) ProtoReflect() protoreflect.Message

func (*ListTensorboardsResponse) Reset 

func (x *ListTensorboardsResponse) Reset()

func (*ListTensorboardsResponse) String 

func (x *ListTensorboardsResponse) String() string

type MachineSpec 

type MachineSpec struct {

	// Immutable. The type of the machine.
	//
	// See the [list of machine types supported for
	// prediction](https://cloud.google.com/vertex-ai/docs/predictions/configure-compute#machine-types)
	//
	// See the [list of machine types supported for custom
	// training](https://cloud.google.com/vertex-ai/docs/training/configure-compute#machine-types).
	//
	// For [DeployedModel][mockgcp.cloud.aiplatform.v1beta1.DeployedModel] this
	// field is optional, and the default value is `n1-standard-2`. For
	// [BatchPredictionJob][mockgcp.cloud.aiplatform.v1beta1.BatchPredictionJob] or
	// as part of [WorkerPoolSpec][mockgcp.cloud.aiplatform.v1beta1.WorkerPoolSpec]
	// this field is required.
	MachineType string `protobuf:"bytes,1,opt,name=machine_type,json=machineType,proto3" json:"machine_type,omitempty"`
	// Immutable. The type of accelerator(s) that may be attached to the machine
	// as per
	// [accelerator_count][mockgcp.cloud.aiplatform.v1beta1.MachineSpec.accelerator_count].
	AcceleratorType AcceleratorType `` /* 161-byte string literal not displayed */
	// The number of accelerators to attach to the machine.
	AcceleratorCount int32 `protobuf:"varint,3,opt,name=accelerator_count,json=acceleratorCount,proto3" json:"accelerator_count,omitempty"`
	// Immutable. The topology of the TPUs. Corresponds to the TPU topologies
	// available from GKE. (Example: tpu_topology: "2x2x1").
	TpuTopology string `protobuf:"bytes,4,opt,name=tpu_topology,json=tpuTopology,proto3" json:"tpu_topology,omitempty"`
	// contains filtered or unexported fields
}

Specification of a single machine.

func (*MachineSpec) Descriptor deprecated 

func (*MachineSpec) Descriptor() ([]byte, []int)

Deprecated: Use MachineSpec.ProtoReflect.Descriptor instead.

func (*MachineSpec) GetAcceleratorCount 

func (x *MachineSpec) GetAcceleratorCount() int32

func (*MachineSpec) GetAcceleratorType 

func (x *MachineSpec) GetAcceleratorType() AcceleratorType

func (*MachineSpec) GetMachineType 

func (x *MachineSpec) GetMachineType() string

func (*MachineSpec) GetTpuTopology 

func (x *MachineSpec) GetTpuTopology() string

func (*MachineSpec) ProtoMessage 

func (*MachineSpec) ProtoMessage()

func (*MachineSpec) ProtoReflect 

func (x *MachineSpec) ProtoReflect() protoreflect.Message

func (*MachineSpec) Reset 

func (x *MachineSpec) Reset()

func (*MachineSpec) String 

func (x *MachineSpec) String() string

type ModelExplanation 

type ModelExplanation struct {

	// Output only. Aggregated attributions explaining the Model's prediction
	// outputs over the set of instances. The attributions are grouped by outputs.
	//
	// For Models that predict only one output, such as regression Models that
	// predict only one score, there is only one attibution that explains the
	// predicted output. For Models that predict multiple outputs, such as
	// multiclass Models that predict multiple classes, each element explains one
	// specific item.
	// [Attribution.output_index][mockgcp.cloud.aiplatform.v1beta1.Attribution.output_index]
	// can be used to identify which output this attribution is explaining.
	//
	// The
	// [baselineOutputValue][mockgcp.cloud.aiplatform.v1beta1.Attribution.baseline_output_value],
	// [instanceOutputValue][mockgcp.cloud.aiplatform.v1beta1.Attribution.instance_output_value]
	// and
	// [featureAttributions][mockgcp.cloud.aiplatform.v1beta1.Attribution.feature_attributions]
	// fields are averaged over the test data.
	//
	// NOTE: Currently AutoML tabular classification Models produce only one
	// attribution, which averages attributions over all the classes it predicts.
	// [Attribution.approximation_error][mockgcp.cloud.aiplatform.v1beta1.Attribution.approximation_error]
	// is not populated.
	MeanAttributions []*Attribution `protobuf:"bytes,1,rep,name=mean_attributions,json=meanAttributions,proto3" json:"mean_attributions,omitempty"`
	// contains filtered or unexported fields
}

Aggregated explanation metrics for a Model over a set of instances.

func (*ModelExplanation) Descriptor deprecated 

func (*ModelExplanation) Descriptor() ([]byte, []int)

Deprecated: Use ModelExplanation.ProtoReflect.Descriptor instead.

func (*ModelExplanation) GetMeanAttributions 

func (x *ModelExplanation) GetMeanAttributions() []*Attribution

func (*ModelExplanation) ProtoMessage 

func (*ModelExplanation) ProtoMessage()

func (*ModelExplanation) ProtoReflect 

func (x *ModelExplanation) ProtoReflect() protoreflect.Message

func (*ModelExplanation) Reset 

func (x *ModelExplanation) Reset()

func (*ModelExplanation) String 

func (x *ModelExplanation) String() string

type MutateDeployedModelOperationMetadata 

type MutateDeployedModelOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [EndpointService.MutateDeployedModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.MutateDeployedModel].

func (*MutateDeployedModelOperationMetadata) Descriptor deprecated 

func (*MutateDeployedModelOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use MutateDeployedModelOperationMetadata.ProtoReflect.Descriptor instead.

func (*MutateDeployedModelOperationMetadata) GetGenericMetadata 

func (x *MutateDeployedModelOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*MutateDeployedModelOperationMetadata) ProtoMessage 

func (*MutateDeployedModelOperationMetadata) ProtoMessage()

func (*MutateDeployedModelOperationMetadata) ProtoReflect 

func (x *MutateDeployedModelOperationMetadata) ProtoReflect() protoreflect.Message

func (*MutateDeployedModelOperationMetadata) Reset 

func (x *MutateDeployedModelOperationMetadata) Reset()

func (*MutateDeployedModelOperationMetadata) String 

func (x *MutateDeployedModelOperationMetadata) String() string

type MutateDeployedModelRequest 

type MutateDeployedModelRequest struct {

	// Required. The name of the Endpoint resource into which to mutate a
	// DeployedModel. Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Required. The DeployedModel to be mutated within the Endpoint. Only the
	// following fields can be mutated:
	//
	// * `min_replica_count` in either
	// [DedicatedResources][mockgcp.cloud.aiplatform.v1beta1.DedicatedResources] or
	// [AutomaticResources][mockgcp.cloud.aiplatform.v1beta1.AutomaticResources]
	// * `max_replica_count` in either
	// [DedicatedResources][mockgcp.cloud.aiplatform.v1beta1.DedicatedResources] or
	// [AutomaticResources][mockgcp.cloud.aiplatform.v1beta1.AutomaticResources]
	// * [autoscaling_metric_specs][mockgcp.cloud.aiplatform.v1beta1.DedicatedResources.autoscaling_metric_specs]
	// * `disable_container_logging` (v1 only)
	// * `enable_container_logging` (v1beta1 only)
	DeployedModel *DeployedModel `protobuf:"bytes,2,opt,name=deployed_model,json=deployedModel,proto3" json:"deployed_model,omitempty"`
	// Required. The update mask applies to the resource. See
	// [google.protobuf.FieldMask][google.protobuf.FieldMask].
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,4,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.MutateDeployedModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.MutateDeployedModel].

func (*MutateDeployedModelRequest) Descriptor deprecated 

func (*MutateDeployedModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use MutateDeployedModelRequest.ProtoReflect.Descriptor instead.

func (*MutateDeployedModelRequest) GetDeployedModel 

func (x *MutateDeployedModelRequest) GetDeployedModel() *DeployedModel

func (*MutateDeployedModelRequest) GetEndpoint 

func (x *MutateDeployedModelRequest) GetEndpoint() string

func (*MutateDeployedModelRequest) GetUpdateMask 

func (x *MutateDeployedModelRequest) GetUpdateMask() *field_mask.FieldMask

func (*MutateDeployedModelRequest) ProtoMessage 

func (*MutateDeployedModelRequest) ProtoMessage()

func (*MutateDeployedModelRequest) ProtoReflect 

func (x *MutateDeployedModelRequest) ProtoReflect() protoreflect.Message

func (*MutateDeployedModelRequest) Reset 

func (x *MutateDeployedModelRequest) Reset()

func (*MutateDeployedModelRequest) String 

func (x *MutateDeployedModelRequest) String() string

type MutateDeployedModelResponse 

type MutateDeployedModelResponse struct {

	// The DeployedModel that's being mutated.
	DeployedModel *DeployedModel `protobuf:"bytes,1,opt,name=deployed_model,json=deployedModel,proto3" json:"deployed_model,omitempty"`
	// contains filtered or unexported fields
}

Response message for [EndpointService.MutateDeployedModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.MutateDeployedModel].

func (*MutateDeployedModelResponse) Descriptor deprecated 

func (*MutateDeployedModelResponse) Descriptor() ([]byte, []int)

Deprecated: Use MutateDeployedModelResponse.ProtoReflect.Descriptor instead.

func (*MutateDeployedModelResponse) GetDeployedModel 

func (x *MutateDeployedModelResponse) GetDeployedModel() *DeployedModel

func (*MutateDeployedModelResponse) ProtoMessage 

func (*MutateDeployedModelResponse) ProtoMessage()

func (*MutateDeployedModelResponse) ProtoReflect 

func (x *MutateDeployedModelResponse) ProtoReflect() protoreflect.Message

func (*MutateDeployedModelResponse) Reset 

func (x *MutateDeployedModelResponse) Reset()

func (*MutateDeployedModelResponse) String 

func (x *MutateDeployedModelResponse) String() string

type Neighbor 

type Neighbor struct {

	// Output only. The neighbor id.
	NeighborId string `protobuf:"bytes,1,opt,name=neighbor_id,json=neighborId,proto3" json:"neighbor_id,omitempty"`
	// Output only. The neighbor distance.
	NeighborDistance float64 `protobuf:"fixed64,2,opt,name=neighbor_distance,json=neighborDistance,proto3" json:"neighbor_distance,omitempty"`
	// contains filtered or unexported fields
}

Neighbors for example-based explanations.

func (*Neighbor) Descriptor deprecated 

func (*Neighbor) Descriptor() ([]byte, []int)

Deprecated: Use Neighbor.ProtoReflect.Descriptor instead.

func (*Neighbor) GetNeighborDistance 

func (x *Neighbor) GetNeighborDistance() float64

func (*Neighbor) GetNeighborId 

func (x *Neighbor) GetNeighborId() string

func (*Neighbor) ProtoMessage 

func (*Neighbor) ProtoMessage()

func (*Neighbor) ProtoReflect 

func (x *Neighbor) ProtoReflect() protoreflect.Message

func (*Neighbor) Reset 

func (x *Neighbor) Reset()

func (*Neighbor) String 

func (x *Neighbor) String() string

type NfsMount 

type NfsMount struct {

	// Required. IP address of the NFS server.
	Server string `protobuf:"bytes,1,opt,name=server,proto3" json:"server,omitempty"`
	// Required. Source path exported from NFS server.
	// Has to start with '/', and combined with the ip address, it indicates
	// the source mount path in the form of `server:path`
	Path string `protobuf:"bytes,2,opt,name=path,proto3" json:"path,omitempty"`
	// Required. Destination mount path. The NFS will be mounted for the user
	// under /mnt/nfs/<mount_point>
	MountPoint string `protobuf:"bytes,3,opt,name=mount_point,json=mountPoint,proto3" json:"mount_point,omitempty"`
	// contains filtered or unexported fields
}

Represents a mount configuration for Network File System (NFS) to mount.

func (*NfsMount) Descriptor deprecated 

func (*NfsMount) Descriptor() ([]byte, []int)

Deprecated: Use NfsMount.ProtoReflect.Descriptor instead.

func (*NfsMount) GetMountPoint 

func (x *NfsMount) GetMountPoint() string

func (*NfsMount) GetPath 

func (x *NfsMount) GetPath() string

func (*NfsMount) GetServer 

func (x *NfsMount) GetServer() string

func (*NfsMount) ProtoMessage 

func (*NfsMount) ProtoMessage()

func (*NfsMount) ProtoReflect 

func (x *NfsMount) ProtoReflect() protoreflect.Message

func (*NfsMount) Reset 

func (x *NfsMount) Reset()

func (*NfsMount) String 

func (x *NfsMount) String() string

type PersistentDiskSpec 

type PersistentDiskSpec struct {

	// Type of the disk (default is "pd-standard").
	// Valid values: "pd-ssd" (Persistent Disk Solid State Drive)
	// "pd-standard" (Persistent Disk Hard Disk Drive)
	// "pd-balanced" (Balanced Persistent Disk)
	// "pd-extreme" (Extreme Persistent Disk)
	DiskType string `protobuf:"bytes,1,opt,name=disk_type,json=diskType,proto3" json:"disk_type,omitempty"`
	// Size in GB of the disk (default is 100GB).
	DiskSizeGb int64 `protobuf:"varint,2,opt,name=disk_size_gb,json=diskSizeGb,proto3" json:"disk_size_gb,omitempty"`
	// contains filtered or unexported fields
}

Represents the spec of [persistent disk][https://cloud.google.com/compute/docs/disks/persistent-disks] options.

func (*PersistentDiskSpec) Descriptor deprecated 

func (*PersistentDiskSpec) Descriptor() ([]byte, []int)

Deprecated: Use PersistentDiskSpec.ProtoReflect.Descriptor instead.

func (*PersistentDiskSpec) GetDiskSizeGb 

func (x *PersistentDiskSpec) GetDiskSizeGb() int64

func (*PersistentDiskSpec) GetDiskType 

func (x *PersistentDiskSpec) GetDiskType() string

func (*PersistentDiskSpec) ProtoMessage 

func (*PersistentDiskSpec) ProtoMessage()

func (*PersistentDiskSpec) ProtoReflect 

func (x *PersistentDiskSpec) ProtoReflect() protoreflect.Message

func (*PersistentDiskSpec) Reset 

func (x *PersistentDiskSpec) Reset()

func (*PersistentDiskSpec) String 

func (x *PersistentDiskSpec) String() string

type PredictRequestResponseLoggingConfig 

type PredictRequestResponseLoggingConfig struct {

	// If logging is enabled or not.
	Enabled bool `protobuf:"varint,1,opt,name=enabled,proto3" json:"enabled,omitempty"`
	// Percentage of requests to be logged, expressed as a fraction in
	// range(0,1].
	SamplingRate float64 `protobuf:"fixed64,2,opt,name=sampling_rate,json=samplingRate,proto3" json:"sampling_rate,omitempty"`
	// BigQuery table for logging.
	// If only given a project, a new dataset will be created with name
	// `logging_<endpoint-display-name>_<endpoint-id>` where
	// <endpoint-display-name> will be made BigQuery-dataset-name compatible (e.g.
	// most special characters will become underscores). If no table name is
	// given, a new table will be created with name `request_response_logging`
	BigqueryDestination *BigQueryDestination `protobuf:"bytes,3,opt,name=bigquery_destination,json=bigqueryDestination,proto3" json:"bigquery_destination,omitempty"`
	// contains filtered or unexported fields
}

Configuration for logging request-response to a BigQuery table.

func (*PredictRequestResponseLoggingConfig) Descriptor deprecated 

func (*PredictRequestResponseLoggingConfig) Descriptor() ([]byte, []int)

Deprecated: Use PredictRequestResponseLoggingConfig.ProtoReflect.Descriptor instead.

func (*PredictRequestResponseLoggingConfig) GetBigqueryDestination 

func (x *PredictRequestResponseLoggingConfig) GetBigqueryDestination() *BigQueryDestination

func (*PredictRequestResponseLoggingConfig) GetEnabled 

func (x *PredictRequestResponseLoggingConfig) GetEnabled() bool

func (*PredictRequestResponseLoggingConfig) GetSamplingRate 

func (x *PredictRequestResponseLoggingConfig) GetSamplingRate() float64

func (*PredictRequestResponseLoggingConfig) ProtoMessage 

func (*PredictRequestResponseLoggingConfig) ProtoMessage()

func (*PredictRequestResponseLoggingConfig) ProtoReflect 

func (x *PredictRequestResponseLoggingConfig) ProtoReflect() protoreflect.Message

func (*PredictRequestResponseLoggingConfig) Reset 

func (x *PredictRequestResponseLoggingConfig) Reset()

func (*PredictRequestResponseLoggingConfig) String 

func (x *PredictRequestResponseLoggingConfig) String() string

type Presets 

type Presets struct {

	// Preset option controlling parameters for speed-precision trade-off when
	// querying for examples. If omitted, defaults to `PRECISE`.
	Query *Presets_Query `protobuf:"varint,1,opt,name=query,proto3,enum=mockgcp.cloud.aiplatform.v1beta1.Presets_Query,oneof" json:"query,omitempty"`
	// The modality of the uploaded model, which automatically configures the
	// distance measurement and feature normalization for the underlying example
	// index and queries. If your model does not precisely fit one of these types,
	// it is okay to choose the closest type.
	Modality Presets_Modality `protobuf:"varint,2,opt,name=modality,proto3,enum=mockgcp.cloud.aiplatform.v1beta1.Presets_Modality" json:"modality,omitempty"`
	// contains filtered or unexported fields
}

Preset configuration for example-based explanations

func (*Presets) Descriptor deprecated 

func (*Presets) Descriptor() ([]byte, []int)

Deprecated: Use Presets.ProtoReflect.Descriptor instead.

func (*Presets) GetModality 

func (x *Presets) GetModality() Presets_Modality

func (*Presets) GetQuery 

func (x *Presets) GetQuery() Presets_Query

func (*Presets) ProtoMessage 

func (*Presets) ProtoMessage()

func (*Presets) ProtoReflect 

func (x *Presets) ProtoReflect() protoreflect.Message

func (*Presets) Reset 

func (x *Presets) Reset()

func (*Presets) String 

func (x *Presets) String() string

type Presets_Modality 

type Presets_Modality int32

Preset option controlling parameters for different modalities 

const (
	// Should not be set. Added as a recommended best practice for enums
	Presets_MODALITY_UNSPECIFIED Presets_Modality = 0
	// IMAGE modality
	Presets_IMAGE Presets_Modality = 1
	// TEXT modality
	Presets_TEXT Presets_Modality = 2
	// TABULAR modality
	Presets_TABULAR Presets_Modality = 3
)

func (Presets_Modality) Descriptor 

func (Presets_Modality) Descriptor() protoreflect.EnumDescriptor

func (Presets_Modality) Enum 

func (x Presets_Modality) Enum() *Presets_Modality

func (Presets_Modality) EnumDescriptor deprecated 

func (Presets_Modality) EnumDescriptor() ([]byte, []int)

Deprecated: Use Presets_Modality.Descriptor instead.

func (Presets_Modality) Number 

func (x Presets_Modality) Number() protoreflect.EnumNumber

func (Presets_Modality) String 

func (x Presets_Modality) String() string

func (Presets_Modality) Type 

func (Presets_Modality) Type() protoreflect.EnumType

type Presets_Query 

type Presets_Query int32

Preset option controlling parameters for query speed-precision trade-off 

const (
	// More precise neighbors as a trade-off against slower response.
	Presets_PRECISE Presets_Query = 0
	// Faster response as a trade-off against less precise neighbors.
	Presets_FAST Presets_Query = 1
)

func (Presets_Query) Descriptor 

func (Presets_Query) Descriptor() protoreflect.EnumDescriptor

func (Presets_Query) Enum 

func (x Presets_Query) Enum() *Presets_Query

func (Presets_Query) EnumDescriptor deprecated 

func (Presets_Query) EnumDescriptor() ([]byte, []int)

Deprecated: Use Presets_Query.Descriptor instead.

func (Presets_Query) Number 

func (x Presets_Query) Number() protoreflect.EnumNumber

func (Presets_Query) String 

func (x Presets_Query) String() string

func (Presets_Query) Type 

func (Presets_Query) Type() protoreflect.EnumType

type PrivateEndpoints 

type PrivateEndpoints struct {

	// Output only. Http(s) path to send prediction requests.
	PredictHttpUri string `protobuf:"bytes,1,opt,name=predict_http_uri,json=predictHttpUri,proto3" json:"predict_http_uri,omitempty"`
	// Output only. Http(s) path to send explain requests.
	ExplainHttpUri string `protobuf:"bytes,2,opt,name=explain_http_uri,json=explainHttpUri,proto3" json:"explain_http_uri,omitempty"`
	// Output only. Http(s) path to send health check requests.
	HealthHttpUri string `protobuf:"bytes,3,opt,name=health_http_uri,json=healthHttpUri,proto3" json:"health_http_uri,omitempty"`
	// Output only. The name of the service attachment resource. Populated if
	// private service connect is enabled.
	ServiceAttachment string `protobuf:"bytes,4,opt,name=service_attachment,json=serviceAttachment,proto3" json:"service_attachment,omitempty"`
	// contains filtered or unexported fields
}

PrivateEndpoints proto is used to provide paths for users to send requests privately. To send request via private service access, use predict_http_uri, explain_http_uri or health_http_uri. To send request via private service connect, use service_attachment.

func (*PrivateEndpoints) Descriptor deprecated 

func (*PrivateEndpoints) Descriptor() ([]byte, []int)

Deprecated: Use PrivateEndpoints.ProtoReflect.Descriptor instead.

func (*PrivateEndpoints) GetExplainHttpUri 

func (x *PrivateEndpoints) GetExplainHttpUri() string

func (*PrivateEndpoints) GetHealthHttpUri 

func (x *PrivateEndpoints) GetHealthHttpUri() string

func (*PrivateEndpoints) GetPredictHttpUri 

func (x *PrivateEndpoints) GetPredictHttpUri() string

func (*PrivateEndpoints) GetServiceAttachment 

func (x *PrivateEndpoints) GetServiceAttachment() string

func (*PrivateEndpoints) ProtoMessage 

func (*PrivateEndpoints) ProtoMessage()

func (*PrivateEndpoints) ProtoReflect 

func (x *PrivateEndpoints) ProtoReflect() protoreflect.Message

func (*PrivateEndpoints) Reset 

func (x *PrivateEndpoints) Reset()

func (*PrivateEndpoints) String 

func (x *PrivateEndpoints) String() string

type ReadTensorboardBlobDataRequest 

type ReadTensorboardBlobDataRequest struct {

	// Required. The resource name of the TensorboardTimeSeries to list Blobs.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TimeSeries string `protobuf:"bytes,1,opt,name=time_series,json=timeSeries,proto3" json:"time_series,omitempty"`
	// IDs of the blobs to read.
	BlobIds []string `protobuf:"bytes,2,rep,name=blob_ids,json=blobIds,proto3" json:"blob_ids,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ReadTensorboardBlobData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardBlobData].

func (*ReadTensorboardBlobDataRequest) Descriptor deprecated 

func (*ReadTensorboardBlobDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardBlobDataRequest.ProtoReflect.Descriptor instead.

func (*ReadTensorboardBlobDataRequest) GetBlobIds 

func (x *ReadTensorboardBlobDataRequest) GetBlobIds() []string

func (*ReadTensorboardBlobDataRequest) GetTimeSeries 

func (x *ReadTensorboardBlobDataRequest) GetTimeSeries() string

func (*ReadTensorboardBlobDataRequest) ProtoMessage 

func (*ReadTensorboardBlobDataRequest) ProtoMessage()

func (*ReadTensorboardBlobDataRequest) ProtoReflect 

func (x *ReadTensorboardBlobDataRequest) ProtoReflect() protoreflect.Message

func (*ReadTensorboardBlobDataRequest) Reset 

func (x *ReadTensorboardBlobDataRequest) Reset()

func (*ReadTensorboardBlobDataRequest) String 

func (x *ReadTensorboardBlobDataRequest) String() string

type ReadTensorboardBlobDataResponse 

type ReadTensorboardBlobDataResponse struct {

	// Blob messages containing blob bytes.
	Blobs []*TensorboardBlob `protobuf:"bytes,1,rep,name=blobs,proto3" json:"blobs,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ReadTensorboardBlobData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardBlobData].

func (*ReadTensorboardBlobDataResponse) Descriptor deprecated 

func (*ReadTensorboardBlobDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardBlobDataResponse.ProtoReflect.Descriptor instead.

func (*ReadTensorboardBlobDataResponse) GetBlobs 

func (x *ReadTensorboardBlobDataResponse) GetBlobs() []*TensorboardBlob

func (*ReadTensorboardBlobDataResponse) ProtoMessage 

func (*ReadTensorboardBlobDataResponse) ProtoMessage()

func (*ReadTensorboardBlobDataResponse) ProtoReflect 

func (x *ReadTensorboardBlobDataResponse) ProtoReflect() protoreflect.Message

func (*ReadTensorboardBlobDataResponse) Reset 

func (x *ReadTensorboardBlobDataResponse) Reset()

func (*ReadTensorboardBlobDataResponse) String 

func (x *ReadTensorboardBlobDataResponse) String() string

type ReadTensorboardSizeRequest 

type ReadTensorboardSizeRequest struct {

	// Required. The name of the Tensorboard resource.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Tensorboard string `protobuf:"bytes,1,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ReadTensorboardSize][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardSize].

func (*ReadTensorboardSizeRequest) Descriptor deprecated 

func (*ReadTensorboardSizeRequest) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardSizeRequest.ProtoReflect.Descriptor instead.

func (*ReadTensorboardSizeRequest) GetTensorboard 

func (x *ReadTensorboardSizeRequest) GetTensorboard() string

func (*ReadTensorboardSizeRequest) ProtoMessage 

func (*ReadTensorboardSizeRequest) ProtoMessage()

func (*ReadTensorboardSizeRequest) ProtoReflect 

func (x *ReadTensorboardSizeRequest) ProtoReflect() protoreflect.Message

func (*ReadTensorboardSizeRequest) Reset 

func (x *ReadTensorboardSizeRequest) Reset()

func (*ReadTensorboardSizeRequest) String 

func (x *ReadTensorboardSizeRequest) String() string

type ReadTensorboardSizeResponse 

type ReadTensorboardSizeResponse struct {

	// Payload storage size for the TensorBoard
	StorageSizeByte int64 `protobuf:"varint,1,opt,name=storage_size_byte,json=storageSizeByte,proto3" json:"storage_size_byte,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ReadTensorboardSize][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardSize].

func (*ReadTensorboardSizeResponse) Descriptor deprecated 

func (*ReadTensorboardSizeResponse) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardSizeResponse.ProtoReflect.Descriptor instead.

func (*ReadTensorboardSizeResponse) GetStorageSizeByte 

func (x *ReadTensorboardSizeResponse) GetStorageSizeByte() int64

func (*ReadTensorboardSizeResponse) ProtoMessage 

func (*ReadTensorboardSizeResponse) ProtoMessage()

func (*ReadTensorboardSizeResponse) ProtoReflect 

func (x *ReadTensorboardSizeResponse) ProtoReflect() protoreflect.Message

func (*ReadTensorboardSizeResponse) Reset 

func (x *ReadTensorboardSizeResponse) Reset()

func (*ReadTensorboardSizeResponse) String 

func (x *ReadTensorboardSizeResponse) String() string

type ReadTensorboardTimeSeriesDataRequest 

type ReadTensorboardTimeSeriesDataRequest struct {

	// Required. The resource name of the TensorboardTimeSeries to read data from.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TensorboardTimeSeries string `` /* 126-byte string literal not displayed */
	// The maximum number of TensorboardTimeSeries' data to return.
	//
	// This value should be a positive integer.
	// This value can be set to -1 to return all data.
	MaxDataPoints int32 `protobuf:"varint,2,opt,name=max_data_points,json=maxDataPoints,proto3" json:"max_data_points,omitempty"`
	// Reads the TensorboardTimeSeries' data that match the filter expression.
	Filter string `protobuf:"bytes,3,opt,name=filter,proto3" json:"filter,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ReadTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardTimeSeriesData].

func (*ReadTensorboardTimeSeriesDataRequest) Descriptor deprecated 

func (*ReadTensorboardTimeSeriesDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardTimeSeriesDataRequest.ProtoReflect.Descriptor instead.

func (*ReadTensorboardTimeSeriesDataRequest) GetFilter 

func (x *ReadTensorboardTimeSeriesDataRequest) GetFilter() string

func (*ReadTensorboardTimeSeriesDataRequest) GetMaxDataPoints 

func (x *ReadTensorboardTimeSeriesDataRequest) GetMaxDataPoints() int32

func (*ReadTensorboardTimeSeriesDataRequest) GetTensorboardTimeSeries 

func (x *ReadTensorboardTimeSeriesDataRequest) GetTensorboardTimeSeries() string

func (*ReadTensorboardTimeSeriesDataRequest) ProtoMessage 

func (*ReadTensorboardTimeSeriesDataRequest) ProtoMessage()

func (*ReadTensorboardTimeSeriesDataRequest) ProtoReflect 

func (x *ReadTensorboardTimeSeriesDataRequest) ProtoReflect() protoreflect.Message

func (*ReadTensorboardTimeSeriesDataRequest) Reset 

func (x *ReadTensorboardTimeSeriesDataRequest) Reset()

func (*ReadTensorboardTimeSeriesDataRequest) String 

func (x *ReadTensorboardTimeSeriesDataRequest) String() string

type ReadTensorboardTimeSeriesDataResponse 

type ReadTensorboardTimeSeriesDataResponse struct {

	// The returned time series data.
	TimeSeriesData *TimeSeriesData `protobuf:"bytes,1,opt,name=time_series_data,json=timeSeriesData,proto3" json:"time_series_data,omitempty"`
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ReadTensorboardTimeSeriesData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardTimeSeriesData].

func (*ReadTensorboardTimeSeriesDataResponse) Descriptor deprecated 

func (*ReadTensorboardTimeSeriesDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardTimeSeriesDataResponse.ProtoReflect.Descriptor instead.

func (*ReadTensorboardTimeSeriesDataResponse) GetTimeSeriesData 

func (x *ReadTensorboardTimeSeriesDataResponse) GetTimeSeriesData() *TimeSeriesData

func (*ReadTensorboardTimeSeriesDataResponse) ProtoMessage 

func (*ReadTensorboardTimeSeriesDataResponse) ProtoMessage()

func (*ReadTensorboardTimeSeriesDataResponse) ProtoReflect 

func (x *ReadTensorboardTimeSeriesDataResponse) ProtoReflect() protoreflect.Message

func (*ReadTensorboardTimeSeriesDataResponse) Reset 

func (x *ReadTensorboardTimeSeriesDataResponse) Reset()

func (*ReadTensorboardTimeSeriesDataResponse) String 

func (x *ReadTensorboardTimeSeriesDataResponse) String() string

type ReadTensorboardUsageRequest 

type ReadTensorboardUsageRequest struct {

	// Required. The name of the Tensorboard resource.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Tensorboard string `protobuf:"bytes,1,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.ReadTensorboardUsage][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardUsage].

func (*ReadTensorboardUsageRequest) Descriptor deprecated 

func (*ReadTensorboardUsageRequest) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardUsageRequest.ProtoReflect.Descriptor instead.

func (*ReadTensorboardUsageRequest) GetTensorboard 

func (x *ReadTensorboardUsageRequest) GetTensorboard() string

func (*ReadTensorboardUsageRequest) ProtoMessage 

func (*ReadTensorboardUsageRequest) ProtoMessage()

func (*ReadTensorboardUsageRequest) ProtoReflect 

func (x *ReadTensorboardUsageRequest) ProtoReflect() protoreflect.Message

func (*ReadTensorboardUsageRequest) Reset 

func (x *ReadTensorboardUsageRequest) Reset()

func (*ReadTensorboardUsageRequest) String 

func (x *ReadTensorboardUsageRequest) String() string

type ReadTensorboardUsageResponse 

type ReadTensorboardUsageResponse struct {

	// Maps year-month (YYYYMM) string to per month usage data.
	MonthlyUsageData map[string]*ReadTensorboardUsageResponse_PerMonthUsageData `` /* 199-byte string literal not displayed */
	// contains filtered or unexported fields
}

Response message for [TensorboardService.ReadTensorboardUsage][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.ReadTensorboardUsage].

func (*ReadTensorboardUsageResponse) Descriptor deprecated 

func (*ReadTensorboardUsageResponse) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardUsageResponse.ProtoReflect.Descriptor instead.

func (*ReadTensorboardUsageResponse) GetMonthlyUsageData 

func (x *ReadTensorboardUsageResponse) GetMonthlyUsageData() map[string]*ReadTensorboardUsageResponse_PerMonthUsageData

func (*ReadTensorboardUsageResponse) ProtoMessage 

func (*ReadTensorboardUsageResponse) ProtoMessage()

func (*ReadTensorboardUsageResponse) ProtoReflect 

func (x *ReadTensorboardUsageResponse) ProtoReflect() protoreflect.Message

func (*ReadTensorboardUsageResponse) Reset 

func (x *ReadTensorboardUsageResponse) Reset()

func (*ReadTensorboardUsageResponse) String 

func (x *ReadTensorboardUsageResponse) String() string

type ReadTensorboardUsageResponse_PerMonthUsageData 

type ReadTensorboardUsageResponse_PerMonthUsageData struct {

	// Usage data for each user in the given month.
	UserUsageData []*ReadTensorboardUsageResponse_PerUserUsageData `protobuf:"bytes,1,rep,name=user_usage_data,json=userUsageData,proto3" json:"user_usage_data,omitempty"`
	// contains filtered or unexported fields
}

Per month usage data

func (*ReadTensorboardUsageResponse_PerMonthUsageData) Descriptor deprecated 

func (*ReadTensorboardUsageResponse_PerMonthUsageData) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardUsageResponse_PerMonthUsageData.ProtoReflect.Descriptor instead.

func (*ReadTensorboardUsageResponse_PerMonthUsageData) GetUserUsageData 

func (x *ReadTensorboardUsageResponse_PerMonthUsageData) GetUserUsageData() []*ReadTensorboardUsageResponse_PerUserUsageData

func (*ReadTensorboardUsageResponse_PerMonthUsageData) ProtoMessage 

func (*ReadTensorboardUsageResponse_PerMonthUsageData) ProtoMessage()

func (*ReadTensorboardUsageResponse_PerMonthUsageData) ProtoReflect 

func (x *ReadTensorboardUsageResponse_PerMonthUsageData) ProtoReflect() protoreflect.Message

func (*ReadTensorboardUsageResponse_PerMonthUsageData) Reset 

func (x *ReadTensorboardUsageResponse_PerMonthUsageData) Reset()

func (*ReadTensorboardUsageResponse_PerMonthUsageData) String 

func (x *ReadTensorboardUsageResponse_PerMonthUsageData) String() string

type ReadTensorboardUsageResponse_PerUserUsageData 

type ReadTensorboardUsageResponse_PerUserUsageData struct {

	// User's username
	Username string `protobuf:"bytes,1,opt,name=username,proto3" json:"username,omitempty"`
	// Number of times the user has read data within the Tensorboard.
	ViewCount int64 `protobuf:"varint,2,opt,name=view_count,json=viewCount,proto3" json:"view_count,omitempty"`
	// contains filtered or unexported fields
}

Per user usage data.

func (*ReadTensorboardUsageResponse_PerUserUsageData) Descriptor deprecated 

func (*ReadTensorboardUsageResponse_PerUserUsageData) Descriptor() ([]byte, []int)

Deprecated: Use ReadTensorboardUsageResponse_PerUserUsageData.ProtoReflect.Descriptor instead.

func (*ReadTensorboardUsageResponse_PerUserUsageData) GetUsername 

func (x *ReadTensorboardUsageResponse_PerUserUsageData) GetUsername() string

func (*ReadTensorboardUsageResponse_PerUserUsageData) GetViewCount 

func (x *ReadTensorboardUsageResponse_PerUserUsageData) GetViewCount() int64

func (*ReadTensorboardUsageResponse_PerUserUsageData) ProtoMessage 

func (*ReadTensorboardUsageResponse_PerUserUsageData) ProtoMessage()

func (*ReadTensorboardUsageResponse_PerUserUsageData) ProtoReflect 

func (x *ReadTensorboardUsageResponse_PerUserUsageData) ProtoReflect() protoreflect.Message

func (*ReadTensorboardUsageResponse_PerUserUsageData) Reset 

func (x *ReadTensorboardUsageResponse_PerUserUsageData) Reset()

func (*ReadTensorboardUsageResponse_PerUserUsageData) String 

func (x *ReadTensorboardUsageResponse_PerUserUsageData) String() string

type ResourcesConsumed 

type ResourcesConsumed struct {

	// Output only. The number of replica hours used. Note that many replicas may
	// run in parallel, and additionally any given work may be queued for some
	// time. Therefore this value is not strictly related to wall time.
	ReplicaHours float64 `protobuf:"fixed64,1,opt,name=replica_hours,json=replicaHours,proto3" json:"replica_hours,omitempty"`
	// contains filtered or unexported fields
}

Statistics information about resource consumption.

func (*ResourcesConsumed) Descriptor deprecated 

func (*ResourcesConsumed) Descriptor() ([]byte, []int)

Deprecated: Use ResourcesConsumed.ProtoReflect.Descriptor instead.

func (*ResourcesConsumed) GetReplicaHours 

func (x *ResourcesConsumed) GetReplicaHours() float64

func (*ResourcesConsumed) ProtoMessage 

func (*ResourcesConsumed) ProtoMessage()

func (*ResourcesConsumed) ProtoReflect 

func (x *ResourcesConsumed) ProtoReflect() protoreflect.Message

func (*ResourcesConsumed) Reset 

func (x *ResourcesConsumed) Reset()

func (*ResourcesConsumed) String 

func (x *ResourcesConsumed) String() string

type RestoreDatasetVersionOperationMetadata 

type RestoreDatasetVersionOperationMetadata struct {

	// The common part of the operation metadata.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [DatasetService.RestoreDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.RestoreDatasetVersion].

func (*RestoreDatasetVersionOperationMetadata) Descriptor deprecated 

func (*RestoreDatasetVersionOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use RestoreDatasetVersionOperationMetadata.ProtoReflect.Descriptor instead.

func (*RestoreDatasetVersionOperationMetadata) GetGenericMetadata 

func (x *RestoreDatasetVersionOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*RestoreDatasetVersionOperationMetadata) ProtoMessage 

func (*RestoreDatasetVersionOperationMetadata) ProtoMessage()

func (*RestoreDatasetVersionOperationMetadata) ProtoReflect 

func (x *RestoreDatasetVersionOperationMetadata) ProtoReflect() protoreflect.Message

func (*RestoreDatasetVersionOperationMetadata) Reset 

func (x *RestoreDatasetVersionOperationMetadata) Reset()

func (*RestoreDatasetVersionOperationMetadata) String 

func (x *RestoreDatasetVersionOperationMetadata) String() string

type RestoreDatasetVersionRequest 

type RestoreDatasetVersionRequest struct {

	// Required. The name of the DatasetVersion resource.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/datasetVersions/{dataset_version}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.RestoreDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.RestoreDatasetVersion].

func (*RestoreDatasetVersionRequest) Descriptor deprecated 

func (*RestoreDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use RestoreDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*RestoreDatasetVersionRequest) GetName 

func (x *RestoreDatasetVersionRequest) GetName() string

func (*RestoreDatasetVersionRequest) ProtoMessage 

func (*RestoreDatasetVersionRequest) ProtoMessage()

func (*RestoreDatasetVersionRequest) ProtoReflect 

func (x *RestoreDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*RestoreDatasetVersionRequest) Reset 

func (x *RestoreDatasetVersionRequest) Reset()

func (*RestoreDatasetVersionRequest) String 

func (x *RestoreDatasetVersionRequest) String() string

type SampledShapleyAttribution 

type SampledShapleyAttribution struct {

	// Required. The number of feature permutations to consider when approximating
	// the Shapley values.
	//
	// Valid range of its value is [1, 50], inclusively.
	PathCount int32 `protobuf:"varint,1,opt,name=path_count,json=pathCount,proto3" json:"path_count,omitempty"`
	// contains filtered or unexported fields
}

An attribution method that approximates Shapley values for features that contribute to the label being predicted. A sampling strategy is used to approximate the value rather than considering all subsets of features.

func (*SampledShapleyAttribution) Descriptor deprecated 

func (*SampledShapleyAttribution) Descriptor() ([]byte, []int)

Deprecated: Use SampledShapleyAttribution.ProtoReflect.Descriptor instead.

func (*SampledShapleyAttribution) GetPathCount 

func (x *SampledShapleyAttribution) GetPathCount() int32

func (*SampledShapleyAttribution) ProtoMessage 

func (*SampledShapleyAttribution) ProtoMessage()

func (*SampledShapleyAttribution) ProtoReflect 

func (x *SampledShapleyAttribution) ProtoReflect() protoreflect.Message

func (*SampledShapleyAttribution) Reset 

func (x *SampledShapleyAttribution) Reset()

func (*SampledShapleyAttribution) String 

func (x *SampledShapleyAttribution) String() string

type SavedQuery 

type SavedQuery struct {

	// Output only. Resource name of the SavedQuery.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The user-defined name of the SavedQuery.
	// The name can be up to 128 characters long and can consist of any UTF-8
	// characters.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Some additional information about the SavedQuery.
	Metadata *_struct.Value `protobuf:"bytes,12,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// Output only. Timestamp when this SavedQuery was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when SavedQuery was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Output only. Filters on the Annotations in the dataset.
	AnnotationFilter string `protobuf:"bytes,5,opt,name=annotation_filter,json=annotationFilter,proto3" json:"annotation_filter,omitempty"`
	// Required. Problem type of the SavedQuery.
	// Allowed values:
	//
	// * IMAGE_CLASSIFICATION_SINGLE_LABEL
	// * IMAGE_CLASSIFICATION_MULTI_LABEL
	// * IMAGE_BOUNDING_POLY
	// * IMAGE_BOUNDING_BOX
	// * TEXT_CLASSIFICATION_SINGLE_LABEL
	// * TEXT_CLASSIFICATION_MULTI_LABEL
	// * TEXT_EXTRACTION
	// * TEXT_SENTIMENT
	// * VIDEO_CLASSIFICATION
	// * VIDEO_OBJECT_TRACKING
	ProblemType string `protobuf:"bytes,6,opt,name=problem_type,json=problemType,proto3" json:"problem_type,omitempty"`
	// Output only. Number of AnnotationSpecs in the context of the SavedQuery.
	AnnotationSpecCount int32 `protobuf:"varint,10,opt,name=annotation_spec_count,json=annotationSpecCount,proto3" json:"annotation_spec_count,omitempty"`
	// Used to perform a consistent read-modify-write update. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"`
	// Output only. If the Annotations belonging to the SavedQuery can be used for
	// AutoML training.
	SupportAutomlTraining bool `` /* 127-byte string literal not displayed */
	// contains filtered or unexported fields
}

A SavedQuery is a view of the dataset. It references a subset of annotations by problem type and filters.

func (*SavedQuery) Descriptor deprecated 

func (*SavedQuery) Descriptor() ([]byte, []int)

Deprecated: Use SavedQuery.ProtoReflect.Descriptor instead.

func (*SavedQuery) GetAnnotationFilter 

func (x *SavedQuery) GetAnnotationFilter() string

func (*SavedQuery) GetAnnotationSpecCount 

func (x *SavedQuery) GetAnnotationSpecCount() int32

func (*SavedQuery) GetCreateTime 

func (x *SavedQuery) GetCreateTime() *timestamp.Timestamp

func (*SavedQuery) GetDisplayName 

func (x *SavedQuery) GetDisplayName() string

func (*SavedQuery) GetEtag 

func (x *SavedQuery) GetEtag() string

func (*SavedQuery) GetMetadata 

func (x *SavedQuery) GetMetadata() *_struct.Value

func (*SavedQuery) GetName 

func (x *SavedQuery) GetName() string

func (*SavedQuery) GetProblemType 

func (x *SavedQuery) GetProblemType() string

func (*SavedQuery) GetSupportAutomlTraining 

func (x *SavedQuery) GetSupportAutomlTraining() bool

func (*SavedQuery) GetUpdateTime 

func (x *SavedQuery) GetUpdateTime() *timestamp.Timestamp

func (*SavedQuery) ProtoMessage 

func (*SavedQuery) ProtoMessage()

func (*SavedQuery) ProtoReflect 

func (x *SavedQuery) ProtoReflect() protoreflect.Message

func (*SavedQuery) Reset 

func (x *SavedQuery) Reset()

func (*SavedQuery) String 

func (x *SavedQuery) String() string

type Scalar 

type Scalar struct {

	// Value of the point at this step / timestamp.
	Value float64 `protobuf:"fixed64,1,opt,name=value,proto3" json:"value,omitempty"`
	// contains filtered or unexported fields
}

One point viewable on a scalar metric plot.

func (*Scalar) Descriptor deprecated 

func (*Scalar) Descriptor() ([]byte, []int)

Deprecated: Use Scalar.ProtoReflect.Descriptor instead.

func (*Scalar) GetValue 

func (x *Scalar) GetValue() float64

func (*Scalar) ProtoMessage 

func (*Scalar) ProtoMessage()

func (*Scalar) ProtoReflect 

func (x *Scalar) ProtoReflect() protoreflect.Message

func (*Scalar) Reset 

func (x *Scalar) Reset()

func (*Scalar) String 

func (x *Scalar) String() string

type SearchDataItemsRequest 

type SearchDataItemsRequest struct {

	// Types that are assignable to Order:
	//
	//	*SearchDataItemsRequest_OrderByDataItem
	//	*SearchDataItemsRequest_OrderByAnnotation_
	Order isSearchDataItemsRequest_Order `protobuf_oneof:"order"`
	// Required. The resource name of the Dataset from which to search DataItems.
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}`
	Dataset string `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// The resource name of a SavedQuery(annotation set in UI).
	// Format:
	// `projects/{project}/locations/{location}/datasets/{dataset}/savedQueries/{saved_query}`
	// All of the search will be done in the context of this SavedQuery.
	//
	// Deprecated: Do not use.
	SavedQuery string `protobuf:"bytes,2,opt,name=saved_query,json=savedQuery,proto3" json:"saved_query,omitempty"`
	// The resource name of a DataLabelingJob.
	// Format:
	// `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
	// If this field is set, all of the search will be done in the context of
	// this DataLabelingJob.
	DataLabelingJob string `protobuf:"bytes,3,opt,name=data_labeling_job,json=dataLabelingJob,proto3" json:"data_labeling_job,omitempty"`
	// An expression for filtering the DataItem that will be returned.
	//
	//   - `data_item_id` - for = or !=.
	//   - `labeled` - for = or !=.
	//   - `has_annotation(ANNOTATION_SPEC_ID)` - true only for DataItem that
	//     have at least one annotation with annotation_spec_id =
	//     `ANNOTATION_SPEC_ID` in the context of SavedQuery or DataLabelingJob.
	//
	// For example:
	//
	// * `data_item=1`
	// * `has_annotation(5)`
	DataItemFilter string `protobuf:"bytes,4,opt,name=data_item_filter,json=dataItemFilter,proto3" json:"data_item_filter,omitempty"`
	// An expression for filtering the Annotations that will be returned per
	// DataItem.
	//   - `annotation_spec_id` - for = or !=.
	//
	// Deprecated: Do not use.
	AnnotationsFilter string `protobuf:"bytes,5,opt,name=annotations_filter,json=annotationsFilter,proto3" json:"annotations_filter,omitempty"`
	// An expression that specifies what Annotations will be returned per
	// DataItem. Annotations satisfied either of the conditions will be returned.
	//   - `annotation_spec_id` - for = or !=.
	//
	// Must specify `saved_query_id=` - saved query id that annotations should
	// belong to.
	AnnotationFilters []string `protobuf:"bytes,11,rep,name=annotation_filters,json=annotationFilters,proto3" json:"annotation_filters,omitempty"`
	// Mask specifying which fields of
	// [DataItemView][mockgcp.cloud.aiplatform.v1beta1.DataItemView] to read.
	FieldMask *field_mask.FieldMask `protobuf:"bytes,6,opt,name=field_mask,json=fieldMask,proto3" json:"field_mask,omitempty"`
	// If set, only up to this many of Annotations will be returned per
	// DataItemView. The maximum value is 1000. If not set, the maximum value will
	// be used.
	AnnotationsLimit int32 `protobuf:"varint,7,opt,name=annotations_limit,json=annotationsLimit,proto3" json:"annotations_limit,omitempty"`
	// Requested page size. Server may return fewer results than requested.
	// Default and maximum page size is 100.
	PageSize int32 `protobuf:"varint,8,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
	// A comma-separated list of fields to order by, sorted in ascending order.
	// Use "desc" after a field name for descending.
	//
	// Deprecated: Do not use.
	OrderBy string `protobuf:"bytes,9,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// A token identifying a page of results for the server to return
	// Typically obtained via
	// [SearchDataItemsResponse.next_page_token][mockgcp.cloud.aiplatform.v1beta1.SearchDataItemsResponse.next_page_token]
	// of the previous
	// [DatasetService.SearchDataItems][mockgcp.cloud.aiplatform.v1beta1.DatasetService.SearchDataItems]
	// call.
	PageToken string `protobuf:"bytes,10,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.SearchDataItems][mockgcp.cloud.aiplatform.v1beta1.DatasetService.SearchDataItems].

func (*SearchDataItemsRequest) Descriptor deprecated 

func (*SearchDataItemsRequest) Descriptor() ([]byte, []int)

Deprecated: Use SearchDataItemsRequest.ProtoReflect.Descriptor instead.

func (*SearchDataItemsRequest) GetAnnotationFilters 

func (x *SearchDataItemsRequest) GetAnnotationFilters() []string

func (*SearchDataItemsRequest) GetAnnotationsFilter deprecated 

func (x *SearchDataItemsRequest) GetAnnotationsFilter() string

Deprecated: Do not use.

func (*SearchDataItemsRequest) GetAnnotationsLimit 

func (x *SearchDataItemsRequest) GetAnnotationsLimit() int32

func (*SearchDataItemsRequest) GetDataItemFilter 

func (x *SearchDataItemsRequest) GetDataItemFilter() string

func (*SearchDataItemsRequest) GetDataLabelingJob 

func (x *SearchDataItemsRequest) GetDataLabelingJob() string

func (*SearchDataItemsRequest) GetDataset 

func (x *SearchDataItemsRequest) GetDataset() string

func (*SearchDataItemsRequest) GetFieldMask 

func (x *SearchDataItemsRequest) GetFieldMask() *field_mask.FieldMask

func (*SearchDataItemsRequest) GetOrder 

func (m *SearchDataItemsRequest) GetOrder() isSearchDataItemsRequest_Order

func (*SearchDataItemsRequest) GetOrderBy deprecated 

func (x *SearchDataItemsRequest) GetOrderBy() string

Deprecated: Do not use.

func (*SearchDataItemsRequest) GetOrderByAnnotation 

func (x *SearchDataItemsRequest) GetOrderByAnnotation() *SearchDataItemsRequest_OrderByAnnotation

func (*SearchDataItemsRequest) GetOrderByDataItem 

func (x *SearchDataItemsRequest) GetOrderByDataItem() string

func (*SearchDataItemsRequest) GetPageSize 

func (x *SearchDataItemsRequest) GetPageSize() int32

func (*SearchDataItemsRequest) GetPageToken 

func (x *SearchDataItemsRequest) GetPageToken() string

func (*SearchDataItemsRequest) GetSavedQuery deprecated 

func (x *SearchDataItemsRequest) GetSavedQuery() string

Deprecated: Do not use.

func (*SearchDataItemsRequest) ProtoMessage 

func (*SearchDataItemsRequest) ProtoMessage()

func (*SearchDataItemsRequest) ProtoReflect 

func (x *SearchDataItemsRequest) ProtoReflect() protoreflect.Message

func (*SearchDataItemsRequest) Reset 

func (x *SearchDataItemsRequest) Reset()

func (*SearchDataItemsRequest) String 

func (x *SearchDataItemsRequest) String() string

type SearchDataItemsRequest_OrderByAnnotation 

type SearchDataItemsRequest_OrderByAnnotation struct {

	// Required. Saved query of the Annotation. Only Annotations belong to this
	// saved query will be considered for ordering.
	SavedQuery string `protobuf:"bytes,1,opt,name=saved_query,json=savedQuery,proto3" json:"saved_query,omitempty"`
	// A comma-separated list of annotation fields to order by, sorted in
	// ascending order. Use "desc" after a field name for descending. Must also
	// specify saved_query.
	OrderBy string `protobuf:"bytes,2,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
	// contains filtered or unexported fields
}

Expression that allows ranking results based on annotation's property.

func (*SearchDataItemsRequest_OrderByAnnotation) Descriptor deprecated 

func (*SearchDataItemsRequest_OrderByAnnotation) Descriptor() ([]byte, []int)

Deprecated: Use SearchDataItemsRequest_OrderByAnnotation.ProtoReflect.Descriptor instead.

func (*SearchDataItemsRequest_OrderByAnnotation) GetOrderBy 

func (x *SearchDataItemsRequest_OrderByAnnotation) GetOrderBy() string

func (*SearchDataItemsRequest_OrderByAnnotation) GetSavedQuery 

func (x *SearchDataItemsRequest_OrderByAnnotation) GetSavedQuery() string

func (*SearchDataItemsRequest_OrderByAnnotation) ProtoMessage 

func (*SearchDataItemsRequest_OrderByAnnotation) ProtoMessage()

func (*SearchDataItemsRequest_OrderByAnnotation) ProtoReflect 

func (x *SearchDataItemsRequest_OrderByAnnotation) ProtoReflect() protoreflect.Message

func (*SearchDataItemsRequest_OrderByAnnotation) Reset 

func (x *SearchDataItemsRequest_OrderByAnnotation) Reset()

func (*SearchDataItemsRequest_OrderByAnnotation) String 

func (x *SearchDataItemsRequest_OrderByAnnotation) String() string

type SearchDataItemsRequest_OrderByAnnotation_ 

type SearchDataItemsRequest_OrderByAnnotation_ struct {
	// Expression that allows ranking results based on annotation's property.
	OrderByAnnotation *SearchDataItemsRequest_OrderByAnnotation `protobuf:"bytes,13,opt,name=order_by_annotation,json=orderByAnnotation,proto3,oneof"`
}

type SearchDataItemsRequest_OrderByDataItem 

type SearchDataItemsRequest_OrderByDataItem struct {
	// A comma-separated list of data item fields to order by, sorted in
	// ascending order. Use "desc" after a field name for descending.
	OrderByDataItem string `protobuf:"bytes,12,opt,name=order_by_data_item,json=orderByDataItem,proto3,oneof"`
}

type SearchDataItemsResponse 

type SearchDataItemsResponse struct {

	// The DataItemViews read.
	DataItemViews []*DataItemView `protobuf:"bytes,1,rep,name=data_item_views,json=dataItemViews,proto3" json:"data_item_views,omitempty"`
	// A token to retrieve next page of results.
	// Pass to
	// [SearchDataItemsRequest.page_token][mockgcp.cloud.aiplatform.v1beta1.SearchDataItemsRequest.page_token]
	// to obtain that page.
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// contains filtered or unexported fields
}

Response message for [DatasetService.SearchDataItems][mockgcp.cloud.aiplatform.v1beta1.DatasetService.SearchDataItems].

func (*SearchDataItemsResponse) Descriptor deprecated 

func (*SearchDataItemsResponse) Descriptor() ([]byte, []int)

Deprecated: Use SearchDataItemsResponse.ProtoReflect.Descriptor instead.

func (*SearchDataItemsResponse) GetDataItemViews 

func (x *SearchDataItemsResponse) GetDataItemViews() []*DataItemView

func (*SearchDataItemsResponse) GetNextPageToken 

func (x *SearchDataItemsResponse) GetNextPageToken() string

func (*SearchDataItemsResponse) ProtoMessage 

func (*SearchDataItemsResponse) ProtoMessage()

func (*SearchDataItemsResponse) ProtoReflect 

func (x *SearchDataItemsResponse) ProtoReflect() protoreflect.Message

func (*SearchDataItemsResponse) Reset 

func (x *SearchDataItemsResponse) Reset()

func (*SearchDataItemsResponse) String 

func (x *SearchDataItemsResponse) String() string

type SharePointSources 

type SharePointSources struct {

	// The SharePoint sources.
	SharePointSources []*SharePointSources_SharePointSource `protobuf:"bytes,1,rep,name=share_point_sources,json=sharePointSources,proto3" json:"share_point_sources,omitempty"`
	// contains filtered or unexported fields
}

The SharePointSources to pass to ImportRagFiles.

func (*SharePointSources) Descriptor deprecated 

func (*SharePointSources) Descriptor() ([]byte, []int)

Deprecated: Use SharePointSources.ProtoReflect.Descriptor instead.

func (*SharePointSources) GetSharePointSources 

func (x *SharePointSources) GetSharePointSources() []*SharePointSources_SharePointSource

func (*SharePointSources) ProtoMessage 

func (*SharePointSources) ProtoMessage()

func (*SharePointSources) ProtoReflect 

func (x *SharePointSources) ProtoReflect() protoreflect.Message

func (*SharePointSources) Reset 

func (x *SharePointSources) Reset()

func (*SharePointSources) String 

func (x *SharePointSources) String() string

type SharePointSources_SharePointSource 

type SharePointSources_SharePointSource struct {

	// The SharePoint folder source. If not provided, uses "root".
	//
	// Types that are assignable to FolderSource:
	//
	//	*SharePointSources_SharePointSource_SharepointFolderPath
	//	*SharePointSources_SharePointSource_SharepointFolderId
	FolderSource isSharePointSources_SharePointSource_FolderSource `protobuf_oneof:"folder_source"`
	// The SharePoint drive source.
	//
	// Types that are assignable to DriveSource:
	//
	//	*SharePointSources_SharePointSource_DriveName
	//	*SharePointSources_SharePointSource_DriveId
	DriveSource isSharePointSources_SharePointSource_DriveSource `protobuf_oneof:"drive_source"`
	// The Application ID for the app registered in Microsoft Azure Portal.
	// The application must also be configured with MS Graph permissions
	// "Files.ReadAll", "Sites.ReadAll" and BrowserSiteLists.Read.All.
	ClientId string `protobuf:"bytes,1,opt,name=client_id,json=clientId,proto3" json:"client_id,omitempty"`
	// The application secret for the app registered in Azure.
	ClientSecret *ApiAuth_ApiKeyConfig `protobuf:"bytes,2,opt,name=client_secret,json=clientSecret,proto3" json:"client_secret,omitempty"`
	// Unique identifier of the Azure Active Directory Instance.
	TenantId string `protobuf:"bytes,3,opt,name=tenant_id,json=tenantId,proto3" json:"tenant_id,omitempty"`
	// The name of the SharePoint site to download from. This can be the site
	// name or the site id.
	SharepointSiteName string `protobuf:"bytes,4,opt,name=sharepoint_site_name,json=sharepointSiteName,proto3" json:"sharepoint_site_name,omitempty"`
	// Output only. The SharePoint file id. Output only.
	FileId string `protobuf:"bytes,9,opt,name=file_id,json=fileId,proto3" json:"file_id,omitempty"`
	// contains filtered or unexported fields
}

An individual SharePointSource.

func (*SharePointSources_SharePointSource) Descriptor deprecated 

func (*SharePointSources_SharePointSource) Descriptor() ([]byte, []int)

Deprecated: Use SharePointSources_SharePointSource.ProtoReflect.Descriptor instead.

func (*SharePointSources_SharePointSource) GetClientId 

func (x *SharePointSources_SharePointSource) GetClientId() string

func (*SharePointSources_SharePointSource) GetClientSecret 

func (x *SharePointSources_SharePointSource) GetClientSecret() *ApiAuth_ApiKeyConfig

func (*SharePointSources_SharePointSource) GetDriveId 

func (x *SharePointSources_SharePointSource) GetDriveId() string

func (*SharePointSources_SharePointSource) GetDriveName 

func (x *SharePointSources_SharePointSource) GetDriveName() string

func (*SharePointSources_SharePointSource) GetDriveSource 

func (m *SharePointSources_SharePointSource) GetDriveSource() isSharePointSources_SharePointSource_DriveSource

func (*SharePointSources_SharePointSource) GetFileId 

func (x *SharePointSources_SharePointSource) GetFileId() string

func (*SharePointSources_SharePointSource) GetFolderSource 

func (m *SharePointSources_SharePointSource) GetFolderSource() isSharePointSources_SharePointSource_FolderSource

func (*SharePointSources_SharePointSource) GetSharepointFolderId 

func (x *SharePointSources_SharePointSource) GetSharepointFolderId() string

func (*SharePointSources_SharePointSource) GetSharepointFolderPath 

func (x *SharePointSources_SharePointSource) GetSharepointFolderPath() string

func (*SharePointSources_SharePointSource) GetSharepointSiteName 

func (x *SharePointSources_SharePointSource) GetSharepointSiteName() string

func (*SharePointSources_SharePointSource) GetTenantId 

func (x *SharePointSources_SharePointSource) GetTenantId() string

func (*SharePointSources_SharePointSource) ProtoMessage 

func (*SharePointSources_SharePointSource) ProtoMessage()

func (*SharePointSources_SharePointSource) ProtoReflect 

func (x *SharePointSources_SharePointSource) ProtoReflect() protoreflect.Message

func (*SharePointSources_SharePointSource) Reset 

func (x *SharePointSources_SharePointSource) Reset()

func (*SharePointSources_SharePointSource) String 

func (x *SharePointSources_SharePointSource) String() string

type SharePointSources_SharePointSource_DriveId 

type SharePointSources_SharePointSource_DriveId struct {
	// The ID of the drive to download from.
	DriveId string `protobuf:"bytes,8,opt,name=drive_id,json=driveId,proto3,oneof"`
}

type SharePointSources_SharePointSource_DriveName 

type SharePointSources_SharePointSource_DriveName struct {
	// The name of the drive to download from.
	DriveName string `protobuf:"bytes,7,opt,name=drive_name,json=driveName,proto3,oneof"`
}

type SharePointSources_SharePointSource_SharepointFolderId 

type SharePointSources_SharePointSource_SharepointFolderId struct {
	// The ID of the SharePoint folder to download from.
	SharepointFolderId string `protobuf:"bytes,6,opt,name=sharepoint_folder_id,json=sharepointFolderId,proto3,oneof"`
}

type SharePointSources_SharePointSource_SharepointFolderPath 

type SharePointSources_SharePointSource_SharepointFolderPath struct {
	// The path of the SharePoint folder to download from.
	SharepointFolderPath string `protobuf:"bytes,5,opt,name=sharepoint_folder_path,json=sharepointFolderPath,proto3,oneof"`
}

type ShieldedVmConfig 

type ShieldedVmConfig struct {

	// Defines whether the instance has [Secure
	// Boot](https://cloud.google.com/compute/shielded-vm/docs/shielded-vm#secure-boot)
	// enabled.
	//
	// Secure Boot helps ensure that the system only runs authentic software by
	// verifying the digital signature of all boot components, and halting the
	// boot process if signature verification fails.
	EnableSecureBoot bool `protobuf:"varint,1,opt,name=enable_secure_boot,json=enableSecureBoot,proto3" json:"enable_secure_boot,omitempty"`
	// contains filtered or unexported fields
}

A set of Shielded Instance options. See [Images using supported Shielded VM features](https://cloud.google.com/compute/docs/instances/modifying-shielded-vm).

func (*ShieldedVmConfig) Descriptor deprecated 

func (*ShieldedVmConfig) Descriptor() ([]byte, []int)

Deprecated: Use ShieldedVmConfig.ProtoReflect.Descriptor instead.

func (*ShieldedVmConfig) GetEnableSecureBoot 

func (x *ShieldedVmConfig) GetEnableSecureBoot() bool

func (*ShieldedVmConfig) ProtoMessage 

func (*ShieldedVmConfig) ProtoMessage()

func (*ShieldedVmConfig) ProtoReflect 

func (x *ShieldedVmConfig) ProtoReflect() protoreflect.Message

func (*ShieldedVmConfig) Reset 

func (x *ShieldedVmConfig) Reset()

func (*ShieldedVmConfig) String 

func (x *ShieldedVmConfig) String() string

type SlackSource 

type SlackSource struct {

	// Required. The Slack channels.
	Channels []*SlackSource_SlackChannels `protobuf:"bytes,1,rep,name=channels,proto3" json:"channels,omitempty"`
	// contains filtered or unexported fields
}

The Slack source for the ImportRagFilesRequest.

func (*SlackSource) Descriptor deprecated 

func (*SlackSource) Descriptor() ([]byte, []int)

Deprecated: Use SlackSource.ProtoReflect.Descriptor instead.

func (*SlackSource) GetChannels 

func (x *SlackSource) GetChannels() []*SlackSource_SlackChannels

func (*SlackSource) ProtoMessage 

func (*SlackSource) ProtoMessage()

func (*SlackSource) ProtoReflect 

func (x *SlackSource) ProtoReflect() protoreflect.Message

func (*SlackSource) Reset 

func (x *SlackSource) Reset()

func (*SlackSource) String 

func (x *SlackSource) String() string

type SlackSource_SlackChannels 

type SlackSource_SlackChannels struct {

	// Required. The Slack channel IDs.
	Channels []*SlackSource_SlackChannels_SlackChannel `protobuf:"bytes,1,rep,name=channels,proto3" json:"channels,omitempty"`
	// Required. The SecretManager secret version resource name (e.g.
	// projects/{project}/secrets/{secret}/versions/{version}) storing the
	// Slack channel access token that has access to the slack channel IDs.
	// See: https://api.slack.com/tutorials/tracks/getting-a-token.
	ApiKeyConfig *ApiAuth_ApiKeyConfig `protobuf:"bytes,3,opt,name=api_key_config,json=apiKeyConfig,proto3" json:"api_key_config,omitempty"`
	// contains filtered or unexported fields
}

SlackChannels contains the Slack channels and corresponding access token.

func (*SlackSource_SlackChannels) Descriptor deprecated 

func (*SlackSource_SlackChannels) Descriptor() ([]byte, []int)

Deprecated: Use SlackSource_SlackChannels.ProtoReflect.Descriptor instead.

func (*SlackSource_SlackChannels) GetApiKeyConfig 

func (x *SlackSource_SlackChannels) GetApiKeyConfig() *ApiAuth_ApiKeyConfig

func (*SlackSource_SlackChannels) GetChannels 

func (x *SlackSource_SlackChannels) GetChannels() []*SlackSource_SlackChannels_SlackChannel

func (*SlackSource_SlackChannels) ProtoMessage 

func (*SlackSource_SlackChannels) ProtoMessage()

func (*SlackSource_SlackChannels) ProtoReflect 

func (x *SlackSource_SlackChannels) ProtoReflect() protoreflect.Message

func (*SlackSource_SlackChannels) Reset 

func (x *SlackSource_SlackChannels) Reset()

func (*SlackSource_SlackChannels) String 

func (x *SlackSource_SlackChannels) String() string

type SlackSource_SlackChannels_SlackChannel 

type SlackSource_SlackChannels_SlackChannel struct {

	// Required. The Slack channel ID.
	ChannelId string `protobuf:"bytes,1,opt,name=channel_id,json=channelId,proto3" json:"channel_id,omitempty"`
	// Optional. The starting timestamp for messages to import.
	StartTime *timestamp.Timestamp `protobuf:"bytes,2,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
	// Optional. The ending timestamp for messages to import.
	EndTime *timestamp.Timestamp `protobuf:"bytes,3,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"`
	// contains filtered or unexported fields
}

SlackChannel contains the Slack channel ID and the time range to import.

func (*SlackSource_SlackChannels_SlackChannel) Descriptor deprecated 

func (*SlackSource_SlackChannels_SlackChannel) Descriptor() ([]byte, []int)

Deprecated: Use SlackSource_SlackChannels_SlackChannel.ProtoReflect.Descriptor instead.

func (*SlackSource_SlackChannels_SlackChannel) GetChannelId 

func (x *SlackSource_SlackChannels_SlackChannel) GetChannelId() string

func (*SlackSource_SlackChannels_SlackChannel) GetEndTime 

func (x *SlackSource_SlackChannels_SlackChannel) GetEndTime() *timestamp.Timestamp

func (*SlackSource_SlackChannels_SlackChannel) GetStartTime 

func (x *SlackSource_SlackChannels_SlackChannel) GetStartTime() *timestamp.Timestamp

func (*SlackSource_SlackChannels_SlackChannel) ProtoMessage 

func (*SlackSource_SlackChannels_SlackChannel) ProtoMessage()

func (*SlackSource_SlackChannels_SlackChannel) ProtoReflect 

func (x *SlackSource_SlackChannels_SlackChannel) ProtoReflect() protoreflect.Message

func (*SlackSource_SlackChannels_SlackChannel) Reset 

func (x *SlackSource_SlackChannels_SlackChannel) Reset()

func (*SlackSource_SlackChannels_SlackChannel) String 

func (x *SlackSource_SlackChannels_SlackChannel) String() string

type SmoothGradConfig 

type SmoothGradConfig struct {

	// Represents the standard deviation of the gaussian kernel
	// that will be used to add noise to the interpolated inputs
	// prior to computing gradients.
	//
	// Types that are assignable to GradientNoiseSigma:
	//
	//	*SmoothGradConfig_NoiseSigma
	//	*SmoothGradConfig_FeatureNoiseSigma
	GradientNoiseSigma isSmoothGradConfig_GradientNoiseSigma `protobuf_oneof:"GradientNoiseSigma"`
	// The number of gradient samples to use for
	// approximation. The higher this number, the more accurate the gradient
	// is, but the runtime complexity increases by this factor as well.
	// Valid range of its value is [1, 50]. Defaults to 3.
	NoisySampleCount int32 `protobuf:"varint,3,opt,name=noisy_sample_count,json=noisySampleCount,proto3" json:"noisy_sample_count,omitempty"`
	// contains filtered or unexported fields
}

Config for SmoothGrad approximation of gradients.

When enabled, the gradients are approximated by averaging the gradients from noisy samples in the vicinity of the inputs. Adding noise can help improve the computed gradients. Refer to this paper for more details: https://arxiv.org/pdf/1706.03825.pdf

func (*SmoothGradConfig) Descriptor deprecated 

func (*SmoothGradConfig) Descriptor() ([]byte, []int)

Deprecated: Use SmoothGradConfig.ProtoReflect.Descriptor instead.

func (*SmoothGradConfig) GetFeatureNoiseSigma 

func (x *SmoothGradConfig) GetFeatureNoiseSigma() *FeatureNoiseSigma

func (*SmoothGradConfig) GetGradientNoiseSigma 

func (m *SmoothGradConfig) GetGradientNoiseSigma() isSmoothGradConfig_GradientNoiseSigma

func (*SmoothGradConfig) GetNoiseSigma 

func (x *SmoothGradConfig) GetNoiseSigma() float32

func (*SmoothGradConfig) GetNoisySampleCount 

func (x *SmoothGradConfig) GetNoisySampleCount() int32

func (*SmoothGradConfig) ProtoMessage 

func (*SmoothGradConfig) ProtoMessage()

func (*SmoothGradConfig) ProtoReflect 

func (x *SmoothGradConfig) ProtoReflect() protoreflect.Message

func (*SmoothGradConfig) Reset 

func (x *SmoothGradConfig) Reset()

func (*SmoothGradConfig) String 

func (x *SmoothGradConfig) String() string

type SmoothGradConfig_FeatureNoiseSigma 

type SmoothGradConfig_FeatureNoiseSigma struct {
	// This is similar to
	// [noise_sigma][mockgcp.cloud.aiplatform.v1beta1.SmoothGradConfig.noise_sigma],
	// but provides additional flexibility. A separate noise sigma can be
	// provided for each feature, which is useful if their distributions are
	// different. No noise is added to features that are not set. If this field
	// is unset,
	// [noise_sigma][mockgcp.cloud.aiplatform.v1beta1.SmoothGradConfig.noise_sigma]
	// will be used for all features.
	FeatureNoiseSigma *FeatureNoiseSigma `protobuf:"bytes,2,opt,name=feature_noise_sigma,json=featureNoiseSigma,proto3,oneof"`
}

type SmoothGradConfig_NoiseSigma 

type SmoothGradConfig_NoiseSigma struct {
	// This is a single float value and will be used to add noise to all the
	// features. Use this field when all features are normalized to have the
	// same distribution: scale to range [0, 1], [-1, 1] or z-scoring, where
	// features are normalized to have 0-mean and 1-variance. Learn more about
	// [normalization](https://developers.google.com/machine-learning/data-prep/transform/normalization).
	//
	// For best results the recommended value is about 10% - 20% of the standard
	// deviation of the input feature. Refer to section 3.2 of the SmoothGrad
	// paper: https://arxiv.org/pdf/1706.03825.pdf. Defaults to 0.1.
	//
	// If the distribution is different per feature, set
	// [feature_noise_sigma][mockgcp.cloud.aiplatform.v1beta1.SmoothGradConfig.feature_noise_sigma]
	// instead for each feature.
	NoiseSigma float32 `protobuf:"fixed32,1,opt,name=noise_sigma,json=noiseSigma,proto3,oneof"`
}

type TFRecordDestination 

type TFRecordDestination struct {

	// Required. Google Cloud Storage location.
	GcsDestination *GcsDestination `protobuf:"bytes,1,opt,name=gcs_destination,json=gcsDestination,proto3" json:"gcs_destination,omitempty"`
	// contains filtered or unexported fields
}

The storage details for TFRecord output content.

func (*TFRecordDestination) Descriptor deprecated 

func (*TFRecordDestination) Descriptor() ([]byte, []int)

Deprecated: Use TFRecordDestination.ProtoReflect.Descriptor instead.

func (*TFRecordDestination) GetGcsDestination 

func (x *TFRecordDestination) GetGcsDestination() *GcsDestination

func (*TFRecordDestination) ProtoMessage 

func (*TFRecordDestination) ProtoMessage()

func (*TFRecordDestination) ProtoReflect 

func (x *TFRecordDestination) ProtoReflect() protoreflect.Message

func (*TFRecordDestination) Reset 

func (x *TFRecordDestination) Reset()

func (*TFRecordDestination) String 

func (x *TFRecordDestination) String() string

type Tensorboard 

type Tensorboard struct {

	// Output only. Name of the Tensorboard.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. User provided name of this Tensorboard.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Description of this Tensorboard.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Customer-managed encryption key spec for a Tensorboard. If set, this
	// Tensorboard and all sub-resources of this Tensorboard will be secured by
	// this key.
	EncryptionSpec *EncryptionSpec `protobuf:"bytes,11,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"`
	// Output only. Consumer project Cloud Storage path prefix used to store blob
	// data, which can either be a bucket or directory. Does not end with a '/'.
	BlobStoragePathPrefix string `` /* 129-byte string literal not displayed */
	// Output only. The number of Runs stored in this Tensorboard.
	RunCount int32 `protobuf:"varint,5,opt,name=run_count,json=runCount,proto3" json:"run_count,omitempty"`
	// Output only. Timestamp when this Tensorboard was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this Tensorboard was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,7,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// The labels with user-defined metadata to organize your Tensorboards.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	// No more than 64 user labels can be associated with one Tensorboard
	// (System labels are excluded).
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Used to perform a consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,9,opt,name=etag,proto3" json:"etag,omitempty"`
	// Used to indicate if the TensorBoard instance is the default one.
	// Each project & region can have at most one default TensorBoard instance.
	// Creation of a default TensorBoard instance and updating an existing
	// TensorBoard instance to be default will mark all other TensorBoard
	// instances (if any) as non default.
	IsDefault bool `protobuf:"varint,12,opt,name=is_default,json=isDefault,proto3" json:"is_default,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzs bool `protobuf:"varint,13,opt,name=satisfies_pzs,json=satisfiesPzs,proto3" json:"satisfies_pzs,omitempty"`
	// Output only. Reserved for future use.
	SatisfiesPzi bool `protobuf:"varint,14,opt,name=satisfies_pzi,json=satisfiesPzi,proto3" json:"satisfies_pzi,omitempty"`
	// contains filtered or unexported fields
}

Tensorboard is a physical database that stores users' training metrics. A default Tensorboard is provided in each region of a Google Cloud project. If needed users can also create extra Tensorboards in their projects.

func (*Tensorboard) Descriptor deprecated 

func (*Tensorboard) Descriptor() ([]byte, []int)

Deprecated: Use Tensorboard.ProtoReflect.Descriptor instead.

func (*Tensorboard) GetBlobStoragePathPrefix 

func (x *Tensorboard) GetBlobStoragePathPrefix() string

func (*Tensorboard) GetCreateTime 

func (x *Tensorboard) GetCreateTime() *timestamp.Timestamp

func (*Tensorboard) GetDescription 

func (x *Tensorboard) GetDescription() string

func (*Tensorboard) GetDisplayName 

func (x *Tensorboard) GetDisplayName() string

func (*Tensorboard) GetEncryptionSpec 

func (x *Tensorboard) GetEncryptionSpec() *EncryptionSpec

func (*Tensorboard) GetEtag 

func (x *Tensorboard) GetEtag() string

func (*Tensorboard) GetIsDefault 

func (x *Tensorboard) GetIsDefault() bool

func (*Tensorboard) GetLabels 

func (x *Tensorboard) GetLabels() map[string]string

func (*Tensorboard) GetName 

func (x *Tensorboard) GetName() string

func (*Tensorboard) GetRunCount 

func (x *Tensorboard) GetRunCount() int32

func (*Tensorboard) GetSatisfiesPzi 

func (x *Tensorboard) GetSatisfiesPzi() bool

func (*Tensorboard) GetSatisfiesPzs 

func (x *Tensorboard) GetSatisfiesPzs() bool

func (*Tensorboard) GetUpdateTime 

func (x *Tensorboard) GetUpdateTime() *timestamp.Timestamp

func (*Tensorboard) ProtoMessage 

func (*Tensorboard) ProtoMessage()

func (*Tensorboard) ProtoReflect 

func (x *Tensorboard) ProtoReflect() protoreflect.Message

func (*Tensorboard) Reset 

func (x *Tensorboard) Reset()

func (*Tensorboard) String 

func (x *Tensorboard) String() string

type TensorboardBlob 

type TensorboardBlob struct {

	// Output only. A URI safe key uniquely identifying a blob. Can be used to
	// locate the blob stored in the Cloud Storage bucket of the consumer project.
	Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
	// Optional. The bytes of the blob is not present unless it's returned by the
	// ReadTensorboardBlobData endpoint.
	Data []byte `protobuf:"bytes,2,opt,name=data,proto3" json:"data,omitempty"`
	// contains filtered or unexported fields
}

One blob (e.g, image, graph) viewable on a blob metric plot.

func (*TensorboardBlob) Descriptor deprecated 

func (*TensorboardBlob) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardBlob.ProtoReflect.Descriptor instead.

func (*TensorboardBlob) GetData 

func (x *TensorboardBlob) GetData() []byte

func (*TensorboardBlob) GetId 

func (x *TensorboardBlob) GetId() string

func (*TensorboardBlob) ProtoMessage 

func (*TensorboardBlob) ProtoMessage()

func (*TensorboardBlob) ProtoReflect 

func (x *TensorboardBlob) ProtoReflect() protoreflect.Message

func (*TensorboardBlob) Reset 

func (x *TensorboardBlob) Reset()

func (*TensorboardBlob) String 

func (x *TensorboardBlob) String() string

type TensorboardBlobSequence 

type TensorboardBlobSequence struct {

	// List of blobs contained within the sequence.
	Values []*TensorboardBlob `protobuf:"bytes,1,rep,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

One point viewable on a blob metric plot, but mostly just a wrapper message to work around repeated fields can't be used directly within `oneof` fields.

func (*TensorboardBlobSequence) Descriptor deprecated 

func (*TensorboardBlobSequence) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardBlobSequence.ProtoReflect.Descriptor instead.

func (*TensorboardBlobSequence) GetValues 

func (x *TensorboardBlobSequence) GetValues() []*TensorboardBlob

func (*TensorboardBlobSequence) ProtoMessage 

func (*TensorboardBlobSequence) ProtoMessage()

func (*TensorboardBlobSequence) ProtoReflect 

func (x *TensorboardBlobSequence) ProtoReflect() protoreflect.Message

func (*TensorboardBlobSequence) Reset 

func (x *TensorboardBlobSequence) Reset()

func (*TensorboardBlobSequence) String 

func (x *TensorboardBlobSequence) String() string

type TensorboardExperiment 

type TensorboardExperiment struct {

	// Output only. Name of the TensorboardExperiment.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// User provided name of this TensorboardExperiment.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Description of this TensorboardExperiment.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Timestamp when this TensorboardExperiment was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this TensorboardExperiment was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,5,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// The labels with user-defined metadata to organize your
	// TensorboardExperiment.
	//
	// Label keys and values cannot be longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	// No more than 64 user labels can be associated with one Dataset (System
	// labels are excluded).
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	// System reserved label keys are prefixed with `aiplatform.googleapis.com/`
	// and are immutable. The following system labels exist for each Dataset:
	//
	//   - `aiplatform.googleapis.com/dataset_metadata_schema`: output only. Its
	//     value is the
	//     [metadata_schema's][mockgcp.cloud.aiplatform.v1beta1.Dataset.metadata_schema_uri]
	//     title.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Used to perform consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`
	// Immutable. Source of the TensorboardExperiment. Example: a custom training
	// job.
	Source string `protobuf:"bytes,8,opt,name=source,proto3" json:"source,omitempty"`
	// contains filtered or unexported fields
}

A TensorboardExperiment is a group of TensorboardRuns, that are typically the results of a training job run, in a Tensorboard.

func (*TensorboardExperiment) Descriptor deprecated 

func (*TensorboardExperiment) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardExperiment.ProtoReflect.Descriptor instead.

func (*TensorboardExperiment) GetCreateTime 

func (x *TensorboardExperiment) GetCreateTime() *timestamp.Timestamp

func (*TensorboardExperiment) GetDescription 

func (x *TensorboardExperiment) GetDescription() string

func (*TensorboardExperiment) GetDisplayName 

func (x *TensorboardExperiment) GetDisplayName() string

func (*TensorboardExperiment) GetEtag 

func (x *TensorboardExperiment) GetEtag() string

func (*TensorboardExperiment) GetLabels 

func (x *TensorboardExperiment) GetLabels() map[string]string

func (*TensorboardExperiment) GetName 

func (x *TensorboardExperiment) GetName() string

func (*TensorboardExperiment) GetSource 

func (x *TensorboardExperiment) GetSource() string

func (*TensorboardExperiment) GetUpdateTime 

func (x *TensorboardExperiment) GetUpdateTime() *timestamp.Timestamp

func (*TensorboardExperiment) ProtoMessage 

func (*TensorboardExperiment) ProtoMessage()

func (*TensorboardExperiment) ProtoReflect 

func (x *TensorboardExperiment) ProtoReflect() protoreflect.Message

func (*TensorboardExperiment) Reset 

func (x *TensorboardExperiment) Reset()

func (*TensorboardExperiment) String 

func (x *TensorboardExperiment) String() string

type TensorboardRun 

type TensorboardRun struct {

	// Output only. Name of the TensorboardRun.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. User provided name of this TensorboardRun.
	// This value must be unique among all TensorboardRuns
	// belonging to the same parent TensorboardExperiment.
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Description of this TensorboardRun.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Output only. Timestamp when this TensorboardRun was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this TensorboardRun was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,7,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// The labels with user-defined metadata to organize your TensorboardRuns.
	//
	// This field will be used to filter and visualize Runs in the Tensorboard UI.
	// For example, a Vertex AI training job can set a label
	// aiplatform.googleapis.com/training_job_id=xxxxx to all the runs created
	// within that job. An end user can set a label experiment_id=xxxxx for all
	// the runs produced in a Jupyter notebook. These runs can be grouped by a
	// label value and visualized together in the Tensorboard UI.
	//
	// Label keys and values can be no longer than 64 characters
	// (Unicode codepoints), can only contain lowercase letters, numeric
	// characters, underscores and dashes. International characters are allowed.
	// No more than 64 user labels can be associated with one TensorboardRun
	// (System labels are excluded).
	//
	// See https://goo.gl/xmQnxf for more information and examples of labels.
	// System reserved label keys are prefixed with "aiplatform.googleapis.com/"
	// and are immutable.
	Labels map[string]string `` /* 153-byte string literal not displayed */
	// Used to perform a consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,9,opt,name=etag,proto3" json:"etag,omitempty"`
	// contains filtered or unexported fields
}

TensorboardRun maps to a specific execution of a training job with a given set of hyperparameter values, model definition, dataset, etc

func (*TensorboardRun) Descriptor deprecated 

func (*TensorboardRun) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardRun.ProtoReflect.Descriptor instead.

func (*TensorboardRun) GetCreateTime 

func (x *TensorboardRun) GetCreateTime() *timestamp.Timestamp

func (*TensorboardRun) GetDescription 

func (x *TensorboardRun) GetDescription() string

func (*TensorboardRun) GetDisplayName 

func (x *TensorboardRun) GetDisplayName() string

func (*TensorboardRun) GetEtag 

func (x *TensorboardRun) GetEtag() string

func (*TensorboardRun) GetLabels 

func (x *TensorboardRun) GetLabels() map[string]string

func (*TensorboardRun) GetName 

func (x *TensorboardRun) GetName() string

func (*TensorboardRun) GetUpdateTime 

func (x *TensorboardRun) GetUpdateTime() *timestamp.Timestamp

func (*TensorboardRun) ProtoMessage 

func (*TensorboardRun) ProtoMessage()

func (*TensorboardRun) ProtoReflect 

func (x *TensorboardRun) ProtoReflect() protoreflect.Message

func (*TensorboardRun) Reset 

func (x *TensorboardRun) Reset()

func (*TensorboardRun) String 

func (x *TensorboardRun) String() string

type TensorboardServiceClient 

type TensorboardServiceClient interface {
	// Creates a Tensorboard.
	CreateTensorboard(ctx context.Context, in *CreateTensorboardRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Gets a Tensorboard.
	GetTensorboard(ctx context.Context, in *GetTensorboardRequest, opts ...grpc.CallOption) (*Tensorboard, error)
	// Updates a Tensorboard.
	UpdateTensorboard(ctx context.Context, in *UpdateTensorboardRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Lists Tensorboards in a Location.
	ListTensorboards(ctx context.Context, in *ListTensorboardsRequest, opts ...grpc.CallOption) (*ListTensorboardsResponse, error)
	// Deletes a Tensorboard.
	DeleteTensorboard(ctx context.Context, in *DeleteTensorboardRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Returns a list of monthly active users for a given TensorBoard instance.
	ReadTensorboardUsage(ctx context.Context, in *ReadTensorboardUsageRequest, opts ...grpc.CallOption) (*ReadTensorboardUsageResponse, error)
	// Returns the storage size for a given TensorBoard instance.
	ReadTensorboardSize(ctx context.Context, in *ReadTensorboardSizeRequest, opts ...grpc.CallOption) (*ReadTensorboardSizeResponse, error)
	// Creates a TensorboardExperiment.
	CreateTensorboardExperiment(ctx context.Context, in *CreateTensorboardExperimentRequest, opts ...grpc.CallOption) (*TensorboardExperiment, error)
	// Gets a TensorboardExperiment.
	GetTensorboardExperiment(ctx context.Context, in *GetTensorboardExperimentRequest, opts ...grpc.CallOption) (*TensorboardExperiment, error)
	// Updates a TensorboardExperiment.
	UpdateTensorboardExperiment(ctx context.Context, in *UpdateTensorboardExperimentRequest, opts ...grpc.CallOption) (*TensorboardExperiment, error)
	// Lists TensorboardExperiments in a Location.
	ListTensorboardExperiments(ctx context.Context, in *ListTensorboardExperimentsRequest, opts ...grpc.CallOption) (*ListTensorboardExperimentsResponse, error)
	// Deletes a TensorboardExperiment.
	DeleteTensorboardExperiment(ctx context.Context, in *DeleteTensorboardExperimentRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Creates a TensorboardRun.
	CreateTensorboardRun(ctx context.Context, in *CreateTensorboardRunRequest, opts ...grpc.CallOption) (*TensorboardRun, error)
	// Batch create TensorboardRuns.
	BatchCreateTensorboardRuns(ctx context.Context, in *BatchCreateTensorboardRunsRequest, opts ...grpc.CallOption) (*BatchCreateTensorboardRunsResponse, error)
	// Gets a TensorboardRun.
	GetTensorboardRun(ctx context.Context, in *GetTensorboardRunRequest, opts ...grpc.CallOption) (*TensorboardRun, error)
	// Updates a TensorboardRun.
	UpdateTensorboardRun(ctx context.Context, in *UpdateTensorboardRunRequest, opts ...grpc.CallOption) (*TensorboardRun, error)
	// Lists TensorboardRuns in a Location.
	ListTensorboardRuns(ctx context.Context, in *ListTensorboardRunsRequest, opts ...grpc.CallOption) (*ListTensorboardRunsResponse, error)
	// Deletes a TensorboardRun.
	DeleteTensorboardRun(ctx context.Context, in *DeleteTensorboardRunRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.
	BatchCreateTensorboardTimeSeries(ctx context.Context, in *BatchCreateTensorboardTimeSeriesRequest, opts ...grpc.CallOption) (*BatchCreateTensorboardTimeSeriesResponse, error)
	// Creates a TensorboardTimeSeries.
	CreateTensorboardTimeSeries(ctx context.Context, in *CreateTensorboardTimeSeriesRequest, opts ...grpc.CallOption) (*TensorboardTimeSeries, error)
	// Gets a TensorboardTimeSeries.
	GetTensorboardTimeSeries(ctx context.Context, in *GetTensorboardTimeSeriesRequest, opts ...grpc.CallOption) (*TensorboardTimeSeries, error)
	// Updates a TensorboardTimeSeries.
	UpdateTensorboardTimeSeries(ctx context.Context, in *UpdateTensorboardTimeSeriesRequest, opts ...grpc.CallOption) (*TensorboardTimeSeries, error)
	// Lists TensorboardTimeSeries in a Location.
	ListTensorboardTimeSeries(ctx context.Context, in *ListTensorboardTimeSeriesRequest, opts ...grpc.CallOption) (*ListTensorboardTimeSeriesResponse, error)
	// Deletes a TensorboardTimeSeries.
	DeleteTensorboardTimeSeries(ctx context.Context, in *DeleteTensorboardTimeSeriesRequest, opts ...grpc.CallOption) (*longrunningpb.Operation, error)
	// Reads multiple TensorboardTimeSeries' data. The data point number limit is
	// 1000 for scalars, 100 for tensors and blob references. If the number of
	// data points stored is less than the limit, all data is returned.
	// Otherwise, the number limit of data points is randomly selected from
	// this time series and returned.
	BatchReadTensorboardTimeSeriesData(ctx context.Context, in *BatchReadTensorboardTimeSeriesDataRequest, opts ...grpc.CallOption) (*BatchReadTensorboardTimeSeriesDataResponse, error)
	// Reads a TensorboardTimeSeries' data. By default, if the number of data
	// points stored is less than 1000, all data is returned. Otherwise, 1000
	// data points is randomly selected from this time series and returned.
	// This value can be changed by changing max_data_points, which can't be
	// greater than 10k.
	ReadTensorboardTimeSeriesData(ctx context.Context, in *ReadTensorboardTimeSeriesDataRequest, opts ...grpc.CallOption) (*ReadTensorboardTimeSeriesDataResponse, error)
	// Gets bytes of TensorboardBlobs.
	// This is to allow reading blob data stored in consumer project's Cloud
	// Storage bucket without users having to obtain Cloud Storage access
	// permission.
	ReadTensorboardBlobData(ctx context.Context, in *ReadTensorboardBlobDataRequest, opts ...grpc.CallOption) (TensorboardService_ReadTensorboardBlobDataClient, error)
	// Write time series data points of multiple TensorboardTimeSeries in multiple
	// TensorboardRun's. If any data fail to be ingested, an error is returned.
	WriteTensorboardExperimentData(ctx context.Context, in *WriteTensorboardExperimentDataRequest, opts ...grpc.CallOption) (*WriteTensorboardExperimentDataResponse, error)
	// Write time series data points into multiple TensorboardTimeSeries under
	// a TensorboardRun. If any data fail to be ingested, an error is returned.
	WriteTensorboardRunData(ctx context.Context, in *WriteTensorboardRunDataRequest, opts ...grpc.CallOption) (*WriteTensorboardRunDataResponse, error)
	// Exports a TensorboardTimeSeries' data. Data is returned in paginated
	// responses.
	ExportTensorboardTimeSeriesData(ctx context.Context, in *ExportTensorboardTimeSeriesDataRequest, opts ...grpc.CallOption) (*ExportTensorboardTimeSeriesDataResponse, error)
}

TensorboardServiceClient is the client API for TensorboardService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.

func NewTensorboardServiceClient 

func NewTensorboardServiceClient(cc grpc.ClientConnInterface) TensorboardServiceClient

type TensorboardServiceServer 

type TensorboardServiceServer interface {
	// Creates a Tensorboard.
	CreateTensorboard(context.Context, *CreateTensorboardRequest) (*longrunningpb.Operation, error)
	// Gets a Tensorboard.
	GetTensorboard(context.Context, *GetTensorboardRequest) (*Tensorboard, error)
	// Updates a Tensorboard.
	UpdateTensorboard(context.Context, *UpdateTensorboardRequest) (*longrunningpb.Operation, error)
	// Lists Tensorboards in a Location.
	ListTensorboards(context.Context, *ListTensorboardsRequest) (*ListTensorboardsResponse, error)
	// Deletes a Tensorboard.
	DeleteTensorboard(context.Context, *DeleteTensorboardRequest) (*longrunningpb.Operation, error)
	// Returns a list of monthly active users for a given TensorBoard instance.
	ReadTensorboardUsage(context.Context, *ReadTensorboardUsageRequest) (*ReadTensorboardUsageResponse, error)
	// Returns the storage size for a given TensorBoard instance.
	ReadTensorboardSize(context.Context, *ReadTensorboardSizeRequest) (*ReadTensorboardSizeResponse, error)
	// Creates a TensorboardExperiment.
	CreateTensorboardExperiment(context.Context, *CreateTensorboardExperimentRequest) (*TensorboardExperiment, error)
	// Gets a TensorboardExperiment.
	GetTensorboardExperiment(context.Context, *GetTensorboardExperimentRequest) (*TensorboardExperiment, error)
	// Updates a TensorboardExperiment.
	UpdateTensorboardExperiment(context.Context, *UpdateTensorboardExperimentRequest) (*TensorboardExperiment, error)
	// Lists TensorboardExperiments in a Location.
	ListTensorboardExperiments(context.Context, *ListTensorboardExperimentsRequest) (*ListTensorboardExperimentsResponse, error)
	// Deletes a TensorboardExperiment.
	DeleteTensorboardExperiment(context.Context, *DeleteTensorboardExperimentRequest) (*longrunningpb.Operation, error)
	// Creates a TensorboardRun.
	CreateTensorboardRun(context.Context, *CreateTensorboardRunRequest) (*TensorboardRun, error)
	// Batch create TensorboardRuns.
	BatchCreateTensorboardRuns(context.Context, *BatchCreateTensorboardRunsRequest) (*BatchCreateTensorboardRunsResponse, error)
	// Gets a TensorboardRun.
	GetTensorboardRun(context.Context, *GetTensorboardRunRequest) (*TensorboardRun, error)
	// Updates a TensorboardRun.
	UpdateTensorboardRun(context.Context, *UpdateTensorboardRunRequest) (*TensorboardRun, error)
	// Lists TensorboardRuns in a Location.
	ListTensorboardRuns(context.Context, *ListTensorboardRunsRequest) (*ListTensorboardRunsResponse, error)
	// Deletes a TensorboardRun.
	DeleteTensorboardRun(context.Context, *DeleteTensorboardRunRequest) (*longrunningpb.Operation, error)
	// Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.
	BatchCreateTensorboardTimeSeries(context.Context, *BatchCreateTensorboardTimeSeriesRequest) (*BatchCreateTensorboardTimeSeriesResponse, error)
	// Creates a TensorboardTimeSeries.
	CreateTensorboardTimeSeries(context.Context, *CreateTensorboardTimeSeriesRequest) (*TensorboardTimeSeries, error)
	// Gets a TensorboardTimeSeries.
	GetTensorboardTimeSeries(context.Context, *GetTensorboardTimeSeriesRequest) (*TensorboardTimeSeries, error)
	// Updates a TensorboardTimeSeries.
	UpdateTensorboardTimeSeries(context.Context, *UpdateTensorboardTimeSeriesRequest) (*TensorboardTimeSeries, error)
	// Lists TensorboardTimeSeries in a Location.
	ListTensorboardTimeSeries(context.Context, *ListTensorboardTimeSeriesRequest) (*ListTensorboardTimeSeriesResponse, error)
	// Deletes a TensorboardTimeSeries.
	DeleteTensorboardTimeSeries(context.Context, *DeleteTensorboardTimeSeriesRequest) (*longrunningpb.Operation, error)
	// Reads multiple TensorboardTimeSeries' data. The data point number limit is
	// 1000 for scalars, 100 for tensors and blob references. If the number of
	// data points stored is less than the limit, all data is returned.
	// Otherwise, the number limit of data points is randomly selected from
	// this time series and returned.
	BatchReadTensorboardTimeSeriesData(context.Context, *BatchReadTensorboardTimeSeriesDataRequest) (*BatchReadTensorboardTimeSeriesDataResponse, error)
	// Reads a TensorboardTimeSeries' data. By default, if the number of data
	// points stored is less than 1000, all data is returned. Otherwise, 1000
	// data points is randomly selected from this time series and returned.
	// This value can be changed by changing max_data_points, which can't be
	// greater than 10k.
	ReadTensorboardTimeSeriesData(context.Context, *ReadTensorboardTimeSeriesDataRequest) (*ReadTensorboardTimeSeriesDataResponse, error)
	// Gets bytes of TensorboardBlobs.
	// This is to allow reading blob data stored in consumer project's Cloud
	// Storage bucket without users having to obtain Cloud Storage access
	// permission.
	ReadTensorboardBlobData(*ReadTensorboardBlobDataRequest, TensorboardService_ReadTensorboardBlobDataServer) error
	// Write time series data points of multiple TensorboardTimeSeries in multiple
	// TensorboardRun's. If any data fail to be ingested, an error is returned.
	WriteTensorboardExperimentData(context.Context, *WriteTensorboardExperimentDataRequest) (*WriteTensorboardExperimentDataResponse, error)
	// Write time series data points into multiple TensorboardTimeSeries under
	// a TensorboardRun. If any data fail to be ingested, an error is returned.
	WriteTensorboardRunData(context.Context, *WriteTensorboardRunDataRequest) (*WriteTensorboardRunDataResponse, error)
	// Exports a TensorboardTimeSeries' data. Data is returned in paginated
	// responses.
	ExportTensorboardTimeSeriesData(context.Context, *ExportTensorboardTimeSeriesDataRequest) (*ExportTensorboardTimeSeriesDataResponse, error)
	// contains filtered or unexported methods
}

TensorboardServiceServer is the server API for TensorboardService service. All implementations must embed UnimplementedTensorboardServiceServer for forward compatibility

type TensorboardService_ReadTensorboardBlobDataClient 

type TensorboardService_ReadTensorboardBlobDataClient interface {
	Recv() (*ReadTensorboardBlobDataResponse, error)
	grpc.ClientStream
}

type TensorboardService_ReadTensorboardBlobDataServer 

type TensorboardService_ReadTensorboardBlobDataServer interface {
	Send(*ReadTensorboardBlobDataResponse) error
	grpc.ServerStream
}

type TensorboardTensor 

type TensorboardTensor struct {

	// Required. Serialized form of
	// https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/framework/tensor.proto
	Value []byte `protobuf:"bytes,1,opt,name=value,proto3" json:"value,omitempty"`
	// Optional. Version number of TensorProto used to serialize
	// [value][mockgcp.cloud.aiplatform.v1beta1.TensorboardTensor.value].
	VersionNumber int32 `protobuf:"varint,2,opt,name=version_number,json=versionNumber,proto3" json:"version_number,omitempty"`
	// contains filtered or unexported fields
}

One point viewable on a tensor metric plot.

func (*TensorboardTensor) Descriptor deprecated 

func (*TensorboardTensor) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardTensor.ProtoReflect.Descriptor instead.

func (*TensorboardTensor) GetValue 

func (x *TensorboardTensor) GetValue() []byte

func (*TensorboardTensor) GetVersionNumber 

func (x *TensorboardTensor) GetVersionNumber() int32

func (*TensorboardTensor) ProtoMessage 

func (*TensorboardTensor) ProtoMessage()

func (*TensorboardTensor) ProtoReflect 

func (x *TensorboardTensor) ProtoReflect() protoreflect.Message

func (*TensorboardTensor) Reset 

func (x *TensorboardTensor) Reset()

func (*TensorboardTensor) String 

func (x *TensorboardTensor) String() string

type TensorboardTimeSeries 

type TensorboardTimeSeries struct {

	// Output only. Name of the TensorboardTimeSeries.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. User provided name of this TensorboardTimeSeries.
	// This value should be unique among all TensorboardTimeSeries resources
	// belonging to the same TensorboardRun resource (parent resource).
	DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"`
	// Description of this TensorboardTimeSeries.
	Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"`
	// Required. Immutable. Type of TensorboardTimeSeries value.
	ValueType TensorboardTimeSeries_ValueType `` /* 159-byte string literal not displayed */
	// Output only. Timestamp when this TensorboardTimeSeries was created.
	CreateTime *timestamp.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Output only. Timestamp when this TensorboardTimeSeries was last updated.
	UpdateTime *timestamp.Timestamp `protobuf:"bytes,6,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// Used to perform a consistent read-modify-write updates. If not set, a blind
	// "overwrite" update happens.
	Etag string `protobuf:"bytes,7,opt,name=etag,proto3" json:"etag,omitempty"`
	// Immutable. Name of the plugin this time series pertain to. Such as Scalar,
	// Tensor, Blob
	PluginName string `protobuf:"bytes,8,opt,name=plugin_name,json=pluginName,proto3" json:"plugin_name,omitempty"`
	// Data of the current plugin, with the size limited to 65KB.
	PluginData []byte `protobuf:"bytes,9,opt,name=plugin_data,json=pluginData,proto3" json:"plugin_data,omitempty"`
	// Output only. Scalar, Tensor, or Blob metadata for this
	// TensorboardTimeSeries.
	Metadata *TensorboardTimeSeries_Metadata `protobuf:"bytes,10,opt,name=metadata,proto3" json:"metadata,omitempty"`
	// contains filtered or unexported fields
}

TensorboardTimeSeries maps to times series produced in training runs

func (*TensorboardTimeSeries) Descriptor deprecated 

func (*TensorboardTimeSeries) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardTimeSeries.ProtoReflect.Descriptor instead.

func (*TensorboardTimeSeries) GetCreateTime 

func (x *TensorboardTimeSeries) GetCreateTime() *timestamp.Timestamp

func (*TensorboardTimeSeries) GetDescription 

func (x *TensorboardTimeSeries) GetDescription() string

func (*TensorboardTimeSeries) GetDisplayName 

func (x *TensorboardTimeSeries) GetDisplayName() string

func (*TensorboardTimeSeries) GetEtag 

func (x *TensorboardTimeSeries) GetEtag() string

func (*TensorboardTimeSeries) GetMetadata 

func (x *TensorboardTimeSeries) GetMetadata() *TensorboardTimeSeries_Metadata

func (*TensorboardTimeSeries) GetName 

func (x *TensorboardTimeSeries) GetName() string

func (*TensorboardTimeSeries) GetPluginData 

func (x *TensorboardTimeSeries) GetPluginData() []byte

func (*TensorboardTimeSeries) GetPluginName 

func (x *TensorboardTimeSeries) GetPluginName() string

func (*TensorboardTimeSeries) GetUpdateTime 

func (x *TensorboardTimeSeries) GetUpdateTime() *timestamp.Timestamp

func (*TensorboardTimeSeries) GetValueType 

func (x *TensorboardTimeSeries) GetValueType() TensorboardTimeSeries_ValueType

func (*TensorboardTimeSeries) ProtoMessage 

func (*TensorboardTimeSeries) ProtoMessage()

func (*TensorboardTimeSeries) ProtoReflect 

func (x *TensorboardTimeSeries) ProtoReflect() protoreflect.Message

func (*TensorboardTimeSeries) Reset 

func (x *TensorboardTimeSeries) Reset()

func (*TensorboardTimeSeries) String 

func (x *TensorboardTimeSeries) String() string

type TensorboardTimeSeries_Metadata 

type TensorboardTimeSeries_Metadata struct {

	// Output only. Max step index of all data points within a
	// TensorboardTimeSeries.
	MaxStep int64 `protobuf:"varint,1,opt,name=max_step,json=maxStep,proto3" json:"max_step,omitempty"`
	// Output only. Max wall clock timestamp of all data points within a
	// TensorboardTimeSeries.
	MaxWallTime *timestamp.Timestamp `protobuf:"bytes,2,opt,name=max_wall_time,json=maxWallTime,proto3" json:"max_wall_time,omitempty"`
	// Output only. The largest blob sequence length (number of blobs) of all
	// data points in this time series, if its ValueType is BLOB_SEQUENCE.
	MaxBlobSequenceLength int64 `` /* 129-byte string literal not displayed */
	// contains filtered or unexported fields
}

Describes metadata for a TensorboardTimeSeries.

func (*TensorboardTimeSeries_Metadata) Descriptor deprecated 

func (*TensorboardTimeSeries_Metadata) Descriptor() ([]byte, []int)

Deprecated: Use TensorboardTimeSeries_Metadata.ProtoReflect.Descriptor instead.

func (*TensorboardTimeSeries_Metadata) GetMaxBlobSequenceLength 

func (x *TensorboardTimeSeries_Metadata) GetMaxBlobSequenceLength() int64

func (*TensorboardTimeSeries_Metadata) GetMaxStep 

func (x *TensorboardTimeSeries_Metadata) GetMaxStep() int64

func (*TensorboardTimeSeries_Metadata) GetMaxWallTime 

func (x *TensorboardTimeSeries_Metadata) GetMaxWallTime() *timestamp.Timestamp

func (*TensorboardTimeSeries_Metadata) ProtoMessage 

func (*TensorboardTimeSeries_Metadata) ProtoMessage()

func (*TensorboardTimeSeries_Metadata) ProtoReflect 

func (x *TensorboardTimeSeries_Metadata) ProtoReflect() protoreflect.Message

func (*TensorboardTimeSeries_Metadata) Reset 

func (x *TensorboardTimeSeries_Metadata) Reset()

func (*TensorboardTimeSeries_Metadata) String 

func (x *TensorboardTimeSeries_Metadata) String() string

type TensorboardTimeSeries_ValueType 

type TensorboardTimeSeries_ValueType int32

An enum representing the value type of a TensorboardTimeSeries. 

const (
	// The value type is unspecified.
	TensorboardTimeSeries_VALUE_TYPE_UNSPECIFIED TensorboardTimeSeries_ValueType = 0
	// Used for TensorboardTimeSeries that is a list of scalars.
	// E.g. accuracy of a model over epochs/time.
	TensorboardTimeSeries_SCALAR TensorboardTimeSeries_ValueType = 1
	// Used for TensorboardTimeSeries that is a list of tensors.
	// E.g. histograms of weights of layer in a model over epoch/time.
	TensorboardTimeSeries_TENSOR TensorboardTimeSeries_ValueType = 2
	// Used for TensorboardTimeSeries that is a list of blob sequences.
	// E.g. set of sample images with labels over epochs/time.
	TensorboardTimeSeries_BLOB_SEQUENCE TensorboardTimeSeries_ValueType = 3
)

func (TensorboardTimeSeries_ValueType) Descriptor 

func (TensorboardTimeSeries_ValueType) Descriptor() protoreflect.EnumDescriptor

func (TensorboardTimeSeries_ValueType) Enum 

func (x TensorboardTimeSeries_ValueType) Enum() *TensorboardTimeSeries_ValueType

func (TensorboardTimeSeries_ValueType) EnumDescriptor deprecated 

func (TensorboardTimeSeries_ValueType) EnumDescriptor() ([]byte, []int)

Deprecated: Use TensorboardTimeSeries_ValueType.Descriptor instead.

func (TensorboardTimeSeries_ValueType) Number 

func (x TensorboardTimeSeries_ValueType) Number() protoreflect.EnumNumber

func (TensorboardTimeSeries_ValueType) String 

func (x TensorboardTimeSeries_ValueType) String() string

func (TensorboardTimeSeries_ValueType) Type 

func (TensorboardTimeSeries_ValueType) Type() protoreflect.EnumType

type TimeSeriesData 

type TimeSeriesData struct {

	// Required. The ID of the TensorboardTimeSeries, which will become the final
	// component of the TensorboardTimeSeries' resource name
	TensorboardTimeSeriesId string `` /* 134-byte string literal not displayed */
	// Required. Immutable. The value type of this time series. All the values in
	// this time series data must match this value type.
	ValueType TensorboardTimeSeries_ValueType `` /* 159-byte string literal not displayed */
	// Required. Data points in this time series.
	Values []*TimeSeriesDataPoint `protobuf:"bytes,3,rep,name=values,proto3" json:"values,omitempty"`
	// contains filtered or unexported fields
}

All the data stored in a TensorboardTimeSeries.

func (*TimeSeriesData) Descriptor deprecated 

func (*TimeSeriesData) Descriptor() ([]byte, []int)

Deprecated: Use TimeSeriesData.ProtoReflect.Descriptor instead.

func (*TimeSeriesData) GetTensorboardTimeSeriesId 

func (x *TimeSeriesData) GetTensorboardTimeSeriesId() string

func (*TimeSeriesData) GetValueType 

func (x *TimeSeriesData) GetValueType() TensorboardTimeSeries_ValueType

func (*TimeSeriesData) GetValues 

func (x *TimeSeriesData) GetValues() []*TimeSeriesDataPoint

func (*TimeSeriesData) ProtoMessage 

func (*TimeSeriesData) ProtoMessage()

func (*TimeSeriesData) ProtoReflect 

func (x *TimeSeriesData) ProtoReflect() protoreflect.Message

func (*TimeSeriesData) Reset 

func (x *TimeSeriesData) Reset()

func (*TimeSeriesData) String 

func (x *TimeSeriesData) String() string

type TimeSeriesDataPoint 

type TimeSeriesDataPoint struct {

	// Value of this time series data point.
	//
	// Types that are assignable to Value:
	//
	//	*TimeSeriesDataPoint_Scalar
	//	*TimeSeriesDataPoint_Tensor
	//	*TimeSeriesDataPoint_Blobs
	Value isTimeSeriesDataPoint_Value `protobuf_oneof:"value"`
	// Wall clock timestamp when this data point is generated by the end user.
	WallTime *timestamp.Timestamp `protobuf:"bytes,1,opt,name=wall_time,json=wallTime,proto3" json:"wall_time,omitempty"`
	// Step index of this data point within the run.
	Step int64 `protobuf:"varint,2,opt,name=step,proto3" json:"step,omitempty"`
	// contains filtered or unexported fields
}

A TensorboardTimeSeries data point.

func (*TimeSeriesDataPoint) Descriptor deprecated 

func (*TimeSeriesDataPoint) Descriptor() ([]byte, []int)

Deprecated: Use TimeSeriesDataPoint.ProtoReflect.Descriptor instead.

func (*TimeSeriesDataPoint) GetBlobs 

func (x *TimeSeriesDataPoint) GetBlobs() *TensorboardBlobSequence

func (*TimeSeriesDataPoint) GetScalar 

func (x *TimeSeriesDataPoint) GetScalar() *Scalar

func (*TimeSeriesDataPoint) GetStep 

func (x *TimeSeriesDataPoint) GetStep() int64

func (*TimeSeriesDataPoint) GetTensor 

func (x *TimeSeriesDataPoint) GetTensor() *TensorboardTensor

func (*TimeSeriesDataPoint) GetValue 

func (m *TimeSeriesDataPoint) GetValue() isTimeSeriesDataPoint_Value

func (*TimeSeriesDataPoint) GetWallTime 

func (x *TimeSeriesDataPoint) GetWallTime() *timestamp.Timestamp

func (*TimeSeriesDataPoint) ProtoMessage 

func (*TimeSeriesDataPoint) ProtoMessage()

func (*TimeSeriesDataPoint) ProtoReflect 

func (x *TimeSeriesDataPoint) ProtoReflect() protoreflect.Message

func (*TimeSeriesDataPoint) Reset 

func (x *TimeSeriesDataPoint) Reset()

func (*TimeSeriesDataPoint) String 

func (x *TimeSeriesDataPoint) String() string

type TimeSeriesDataPoint_Blobs 

type TimeSeriesDataPoint_Blobs struct {
	// A blob sequence value.
	Blobs *TensorboardBlobSequence `protobuf:"bytes,5,opt,name=blobs,proto3,oneof"`
}

type TimeSeriesDataPoint_Scalar 

type TimeSeriesDataPoint_Scalar struct {
	// A scalar value.
	Scalar *Scalar `protobuf:"bytes,3,opt,name=scalar,proto3,oneof"`
}

type TimeSeriesDataPoint_Tensor 

type TimeSeriesDataPoint_Tensor struct {
	// A tensor value.
	Tensor *TensorboardTensor `protobuf:"bytes,4,opt,name=tensor,proto3,oneof"`
}

type UndeployModelOperationMetadata 

type UndeployModelOperationMetadata struct {

	// The operation generic information.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Runtime operation information for [EndpointService.UndeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.UndeployModel].

func (*UndeployModelOperationMetadata) Descriptor deprecated 

func (*UndeployModelOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use UndeployModelOperationMetadata.ProtoReflect.Descriptor instead.

func (*UndeployModelOperationMetadata) GetGenericMetadata 

func (x *UndeployModelOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*UndeployModelOperationMetadata) ProtoMessage 

func (*UndeployModelOperationMetadata) ProtoMessage()

func (*UndeployModelOperationMetadata) ProtoReflect 

func (x *UndeployModelOperationMetadata) ProtoReflect() protoreflect.Message

func (*UndeployModelOperationMetadata) Reset 

func (x *UndeployModelOperationMetadata) Reset()

func (*UndeployModelOperationMetadata) String 

func (x *UndeployModelOperationMetadata) String() string

type UndeployModelRequest 

type UndeployModelRequest struct {

	// Required. The name of the Endpoint resource from which to undeploy a Model.
	// Format:
	// `projects/{project}/locations/{location}/endpoints/{endpoint}`
	Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Required. The ID of the DeployedModel to be undeployed from the Endpoint.
	DeployedModelId string `protobuf:"bytes,2,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"`
	// If this field is provided, then the Endpoint's
	// [traffic_split][mockgcp.cloud.aiplatform.v1beta1.Endpoint.traffic_split]
	// will be overwritten with it. If last DeployedModel is being undeployed from
	// the Endpoint, the [Endpoint.traffic_split] will always end up empty when
	// this call returns. A DeployedModel will be successfully undeployed only if
	// it doesn't have any traffic assigned to it when this method executes, or if
	// this field unassigns any traffic to it.
	TrafficSplit map[string]int32 `` /* 186-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for [EndpointService.UndeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.UndeployModel].

func (*UndeployModelRequest) Descriptor deprecated 

func (*UndeployModelRequest) Descriptor() ([]byte, []int)

Deprecated: Use UndeployModelRequest.ProtoReflect.Descriptor instead.

func (*UndeployModelRequest) GetDeployedModelId 

func (x *UndeployModelRequest) GetDeployedModelId() string

func (*UndeployModelRequest) GetEndpoint 

func (x *UndeployModelRequest) GetEndpoint() string

func (*UndeployModelRequest) GetTrafficSplit 

func (x *UndeployModelRequest) GetTrafficSplit() map[string]int32

func (*UndeployModelRequest) ProtoMessage 

func (*UndeployModelRequest) ProtoMessage()

func (*UndeployModelRequest) ProtoReflect 

func (x *UndeployModelRequest) ProtoReflect() protoreflect.Message

func (*UndeployModelRequest) Reset 

func (x *UndeployModelRequest) Reset()

func (*UndeployModelRequest) String 

func (x *UndeployModelRequest) String() string

type UndeployModelResponse 

type UndeployModelResponse struct {
	// contains filtered or unexported fields
}

Response message for [EndpointService.UndeployModel][mockgcp.cloud.aiplatform.v1beta1.EndpointService.UndeployModel].

func (*UndeployModelResponse) Descriptor deprecated 

func (*UndeployModelResponse) Descriptor() ([]byte, []int)

Deprecated: Use UndeployModelResponse.ProtoReflect.Descriptor instead.

func (*UndeployModelResponse) ProtoMessage 

func (*UndeployModelResponse) ProtoMessage()

func (*UndeployModelResponse) ProtoReflect 

func (x *UndeployModelResponse) ProtoReflect() protoreflect.Message

func (*UndeployModelResponse) Reset 

func (x *UndeployModelResponse) Reset()

func (*UndeployModelResponse) String 

func (x *UndeployModelResponse) String() string

type UnimplementedDatasetServiceServer 

type UnimplementedDatasetServiceServer struct {
}

UnimplementedDatasetServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedDatasetServiceServer) CreateDataset 

func (UnimplementedDatasetServiceServer) CreateDataset(context.Context, *CreateDatasetRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) CreateDatasetVersion 

func (UnimplementedDatasetServiceServer) CreateDatasetVersion(context.Context, *CreateDatasetVersionRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) DeleteDataset 

func (UnimplementedDatasetServiceServer) DeleteDataset(context.Context, *DeleteDatasetRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) DeleteDatasetVersion 

func (UnimplementedDatasetServiceServer) DeleteDatasetVersion(context.Context, *DeleteDatasetVersionRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) DeleteSavedQuery 

func (UnimplementedDatasetServiceServer) DeleteSavedQuery(context.Context, *DeleteSavedQueryRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) ExportData 

func (UnimplementedDatasetServiceServer) ExportData(context.Context, *ExportDataRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) GetAnnotationSpec 

func (UnimplementedDatasetServiceServer) GetAnnotationSpec(context.Context, *GetAnnotationSpecRequest) (*AnnotationSpec, error)

func (UnimplementedDatasetServiceServer) GetDataset 

func (UnimplementedDatasetServiceServer) GetDataset(context.Context, *GetDatasetRequest) (*Dataset, error)

func (UnimplementedDatasetServiceServer) GetDatasetVersion 

func (UnimplementedDatasetServiceServer) GetDatasetVersion(context.Context, *GetDatasetVersionRequest) (*DatasetVersion, error)

func (UnimplementedDatasetServiceServer) ImportData 

func (UnimplementedDatasetServiceServer) ImportData(context.Context, *ImportDataRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) ListAnnotations 

func (UnimplementedDatasetServiceServer) ListAnnotations(context.Context, *ListAnnotationsRequest) (*ListAnnotationsResponse, error)

func (UnimplementedDatasetServiceServer) ListDataItems 

func (UnimplementedDatasetServiceServer) ListDataItems(context.Context, *ListDataItemsRequest) (*ListDataItemsResponse, error)

func (UnimplementedDatasetServiceServer) ListDatasetVersions 

func (UnimplementedDatasetServiceServer) ListDatasetVersions(context.Context, *ListDatasetVersionsRequest) (*ListDatasetVersionsResponse, error)

func (UnimplementedDatasetServiceServer) ListDatasets 

func (UnimplementedDatasetServiceServer) ListDatasets(context.Context, *ListDatasetsRequest) (*ListDatasetsResponse, error)

func (UnimplementedDatasetServiceServer) ListSavedQueries 

func (UnimplementedDatasetServiceServer) ListSavedQueries(context.Context, *ListSavedQueriesRequest) (*ListSavedQueriesResponse, error)

func (UnimplementedDatasetServiceServer) RestoreDatasetVersion 

func (UnimplementedDatasetServiceServer) RestoreDatasetVersion(context.Context, *RestoreDatasetVersionRequest) (*longrunningpb.Operation, error)

func (UnimplementedDatasetServiceServer) SearchDataItems 

func (UnimplementedDatasetServiceServer) SearchDataItems(context.Context, *SearchDataItemsRequest) (*SearchDataItemsResponse, error)

func (UnimplementedDatasetServiceServer) UpdateDataset 

func (UnimplementedDatasetServiceServer) UpdateDataset(context.Context, *UpdateDatasetRequest) (*Dataset, error)

func (UnimplementedDatasetServiceServer) UpdateDatasetVersion 

func (UnimplementedDatasetServiceServer) UpdateDatasetVersion(context.Context, *UpdateDatasetVersionRequest) (*DatasetVersion, error)

type UnimplementedEndpointServiceServer 

type UnimplementedEndpointServiceServer struct {
}

UnimplementedEndpointServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedEndpointServiceServer) CreateEndpoint 

func (UnimplementedEndpointServiceServer) CreateEndpoint(context.Context, *CreateEndpointRequest) (*longrunningpb.Operation, error)

func (UnimplementedEndpointServiceServer) DeleteEndpoint 

func (UnimplementedEndpointServiceServer) DeleteEndpoint(context.Context, *DeleteEndpointRequest) (*longrunningpb.Operation, error)

func (UnimplementedEndpointServiceServer) DeployModel 

func (UnimplementedEndpointServiceServer) DeployModel(context.Context, *DeployModelRequest) (*longrunningpb.Operation, error)

func (UnimplementedEndpointServiceServer) GetEndpoint 

func (UnimplementedEndpointServiceServer) GetEndpoint(context.Context, *GetEndpointRequest) (*Endpoint, error)

func (UnimplementedEndpointServiceServer) ListEndpoints 

func (UnimplementedEndpointServiceServer) ListEndpoints(context.Context, *ListEndpointsRequest) (*ListEndpointsResponse, error)

func (UnimplementedEndpointServiceServer) MutateDeployedModel 

func (UnimplementedEndpointServiceServer) MutateDeployedModel(context.Context, *MutateDeployedModelRequest) (*longrunningpb.Operation, error)

func (UnimplementedEndpointServiceServer) UndeployModel 

func (UnimplementedEndpointServiceServer) UndeployModel(context.Context, *UndeployModelRequest) (*longrunningpb.Operation, error)

func (UnimplementedEndpointServiceServer) UpdateEndpoint 

func (UnimplementedEndpointServiceServer) UpdateEndpoint(context.Context, *UpdateEndpointRequest) (*Endpoint, error)

type UnimplementedTensorboardServiceServer 

type UnimplementedTensorboardServiceServer struct {
}

UnimplementedTensorboardServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedTensorboardServiceServer) BatchCreateTensorboardRuns 

func (UnimplementedTensorboardServiceServer) BatchCreateTensorboardRuns(context.Context, *BatchCreateTensorboardRunsRequest) (*BatchCreateTensorboardRunsResponse, error)

func (UnimplementedTensorboardServiceServer) BatchCreateTensorboardTimeSeries 

func (UnimplementedTensorboardServiceServer) BatchCreateTensorboardTimeSeries(context.Context, *BatchCreateTensorboardTimeSeriesRequest) (*BatchCreateTensorboardTimeSeriesResponse, error)

func (UnimplementedTensorboardServiceServer) BatchReadTensorboardTimeSeriesData 

func (UnimplementedTensorboardServiceServer) BatchReadTensorboardTimeSeriesData(context.Context, *BatchReadTensorboardTimeSeriesDataRequest) (*BatchReadTensorboardTimeSeriesDataResponse, error)

func (UnimplementedTensorboardServiceServer) CreateTensorboard 

func (UnimplementedTensorboardServiceServer) CreateTensorboard(context.Context, *CreateTensorboardRequest) (*longrunningpb.Operation, error)

func (UnimplementedTensorboardServiceServer) CreateTensorboardExperiment 

func (UnimplementedTensorboardServiceServer) CreateTensorboardExperiment(context.Context, *CreateTensorboardExperimentRequest) (*TensorboardExperiment, error)

func (UnimplementedTensorboardServiceServer) CreateTensorboardRun 

func (UnimplementedTensorboardServiceServer) CreateTensorboardRun(context.Context, *CreateTensorboardRunRequest) (*TensorboardRun, error)

func (UnimplementedTensorboardServiceServer) CreateTensorboardTimeSeries 

func (UnimplementedTensorboardServiceServer) CreateTensorboardTimeSeries(context.Context, *CreateTensorboardTimeSeriesRequest) (*TensorboardTimeSeries, error)

func (UnimplementedTensorboardServiceServer) DeleteTensorboard 

func (UnimplementedTensorboardServiceServer) DeleteTensorboard(context.Context, *DeleteTensorboardRequest) (*longrunningpb.Operation, error)

func (UnimplementedTensorboardServiceServer) DeleteTensorboardExperiment 

func (UnimplementedTensorboardServiceServer) DeleteTensorboardExperiment(context.Context, *DeleteTensorboardExperimentRequest) (*longrunningpb.Operation, error)

func (UnimplementedTensorboardServiceServer) DeleteTensorboardRun 

func (UnimplementedTensorboardServiceServer) DeleteTensorboardRun(context.Context, *DeleteTensorboardRunRequest) (*longrunningpb.Operation, error)

func (UnimplementedTensorboardServiceServer) DeleteTensorboardTimeSeries 

func (UnimplementedTensorboardServiceServer) DeleteTensorboardTimeSeries(context.Context, *DeleteTensorboardTimeSeriesRequest) (*longrunningpb.Operation, error)

func (UnimplementedTensorboardServiceServer) ExportTensorboardTimeSeriesData 

func (UnimplementedTensorboardServiceServer) ExportTensorboardTimeSeriesData(context.Context, *ExportTensorboardTimeSeriesDataRequest) (*ExportTensorboardTimeSeriesDataResponse, error)

func (UnimplementedTensorboardServiceServer) GetTensorboard 

func (UnimplementedTensorboardServiceServer) GetTensorboard(context.Context, *GetTensorboardRequest) (*Tensorboard, error)

func (UnimplementedTensorboardServiceServer) GetTensorboardExperiment 

func (UnimplementedTensorboardServiceServer) GetTensorboardExperiment(context.Context, *GetTensorboardExperimentRequest) (*TensorboardExperiment, error)

func (UnimplementedTensorboardServiceServer) GetTensorboardRun 

func (UnimplementedTensorboardServiceServer) GetTensorboardRun(context.Context, *GetTensorboardRunRequest) (*TensorboardRun, error)

func (UnimplementedTensorboardServiceServer) GetTensorboardTimeSeries 

func (UnimplementedTensorboardServiceServer) GetTensorboardTimeSeries(context.Context, *GetTensorboardTimeSeriesRequest) (*TensorboardTimeSeries, error)

func (UnimplementedTensorboardServiceServer) ListTensorboardExperiments 

func (UnimplementedTensorboardServiceServer) ListTensorboardExperiments(context.Context, *ListTensorboardExperimentsRequest) (*ListTensorboardExperimentsResponse, error)

func (UnimplementedTensorboardServiceServer) ListTensorboardRuns 

func (UnimplementedTensorboardServiceServer) ListTensorboardRuns(context.Context, *ListTensorboardRunsRequest) (*ListTensorboardRunsResponse, error)

func (UnimplementedTensorboardServiceServer) ListTensorboardTimeSeries 

func (UnimplementedTensorboardServiceServer) ListTensorboardTimeSeries(context.Context, *ListTensorboardTimeSeriesRequest) (*ListTensorboardTimeSeriesResponse, error)

func (UnimplementedTensorboardServiceServer) ListTensorboards 

func (UnimplementedTensorboardServiceServer) ListTensorboards(context.Context, *ListTensorboardsRequest) (*ListTensorboardsResponse, error)

func (UnimplementedTensorboardServiceServer) ReadTensorboardBlobData 

func (UnimplementedTensorboardServiceServer) ReadTensorboardBlobData(*ReadTensorboardBlobDataRequest, TensorboardService_ReadTensorboardBlobDataServer) error

func (UnimplementedTensorboardServiceServer) ReadTensorboardSize 

func (UnimplementedTensorboardServiceServer) ReadTensorboardSize(context.Context, *ReadTensorboardSizeRequest) (*ReadTensorboardSizeResponse, error)

func (UnimplementedTensorboardServiceServer) ReadTensorboardTimeSeriesData 

func (UnimplementedTensorboardServiceServer) ReadTensorboardTimeSeriesData(context.Context, *ReadTensorboardTimeSeriesDataRequest) (*ReadTensorboardTimeSeriesDataResponse, error)

func (UnimplementedTensorboardServiceServer) ReadTensorboardUsage 

func (UnimplementedTensorboardServiceServer) ReadTensorboardUsage(context.Context, *ReadTensorboardUsageRequest) (*ReadTensorboardUsageResponse, error)

func (UnimplementedTensorboardServiceServer) UpdateTensorboard 

func (UnimplementedTensorboardServiceServer) UpdateTensorboard(context.Context, *UpdateTensorboardRequest) (*longrunningpb.Operation, error)

func (UnimplementedTensorboardServiceServer) UpdateTensorboardExperiment 

func (UnimplementedTensorboardServiceServer) UpdateTensorboardExperiment(context.Context, *UpdateTensorboardExperimentRequest) (*TensorboardExperiment, error)

func (UnimplementedTensorboardServiceServer) UpdateTensorboardRun 

func (UnimplementedTensorboardServiceServer) UpdateTensorboardRun(context.Context, *UpdateTensorboardRunRequest) (*TensorboardRun, error)

func (UnimplementedTensorboardServiceServer) UpdateTensorboardTimeSeries 

func (UnimplementedTensorboardServiceServer) UpdateTensorboardTimeSeries(context.Context, *UpdateTensorboardTimeSeriesRequest) (*TensorboardTimeSeries, error)

func (UnimplementedTensorboardServiceServer) WriteTensorboardExperimentData 

func (UnimplementedTensorboardServiceServer) WriteTensorboardExperimentData(context.Context, *WriteTensorboardExperimentDataRequest) (*WriteTensorboardExperimentDataResponse, error)

func (UnimplementedTensorboardServiceServer) WriteTensorboardRunData 

func (UnimplementedTensorboardServiceServer) WriteTensorboardRunData(context.Context, *WriteTensorboardRunDataRequest) (*WriteTensorboardRunDataResponse, error)

type UnsafeDatasetServiceServer 

type UnsafeDatasetServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeDatasetServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to DatasetServiceServer will result in compilation errors.

type UnsafeEndpointServiceServer 

type UnsafeEndpointServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeEndpointServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to EndpointServiceServer will result in compilation errors.

type UnsafeTensorboardServiceServer 

type UnsafeTensorboardServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeTensorboardServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to TensorboardServiceServer will result in compilation errors.

type UpdateDatasetRequest 

type UpdateDatasetRequest struct {

	// Required. The Dataset which replaces the resource on the server.
	Dataset *Dataset `protobuf:"bytes,1,opt,name=dataset,proto3" json:"dataset,omitempty"`
	// Required. The update mask applies to the resource.
	// For the `FieldMask` definition, see
	// [google.protobuf.FieldMask][google.protobuf.FieldMask]. Updatable fields:
	//
	//   - `display_name`
	//   - `description`
	//   - `labels`
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.UpdateDataset][mockgcp.cloud.aiplatform.v1beta1.DatasetService.UpdateDataset].

func (*UpdateDatasetRequest) Descriptor deprecated 

func (*UpdateDatasetRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateDatasetRequest.ProtoReflect.Descriptor instead.

func (*UpdateDatasetRequest) GetDataset 

func (x *UpdateDatasetRequest) GetDataset() *Dataset

func (*UpdateDatasetRequest) GetUpdateMask 

func (x *UpdateDatasetRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateDatasetRequest) ProtoMessage 

func (*UpdateDatasetRequest) ProtoMessage()

func (*UpdateDatasetRequest) ProtoReflect 

func (x *UpdateDatasetRequest) ProtoReflect() protoreflect.Message

func (*UpdateDatasetRequest) Reset 

func (x *UpdateDatasetRequest) Reset()

func (*UpdateDatasetRequest) String 

func (x *UpdateDatasetRequest) String() string

type UpdateDatasetVersionRequest 

type UpdateDatasetVersionRequest struct {

	// Required. The DatasetVersion which replaces the resource on the server.
	DatasetVersion *DatasetVersion `protobuf:"bytes,1,opt,name=dataset_version,json=datasetVersion,proto3" json:"dataset_version,omitempty"`
	// Required. The update mask applies to the resource.
	// For the `FieldMask` definition, see
	// [google.protobuf.FieldMask][google.protobuf.FieldMask]. Updatable fields:
	//
	//   - `display_name`
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [DatasetService.UpdateDatasetVersion][mockgcp.cloud.aiplatform.v1beta1.DatasetService.UpdateDatasetVersion].

func (*UpdateDatasetVersionRequest) Descriptor deprecated 

func (*UpdateDatasetVersionRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateDatasetVersionRequest.ProtoReflect.Descriptor instead.

func (*UpdateDatasetVersionRequest) GetDatasetVersion 

func (x *UpdateDatasetVersionRequest) GetDatasetVersion() *DatasetVersion

func (*UpdateDatasetVersionRequest) GetUpdateMask 

func (x *UpdateDatasetVersionRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateDatasetVersionRequest) ProtoMessage 

func (*UpdateDatasetVersionRequest) ProtoMessage()

func (*UpdateDatasetVersionRequest) ProtoReflect 

func (x *UpdateDatasetVersionRequest) ProtoReflect() protoreflect.Message

func (*UpdateDatasetVersionRequest) Reset 

func (x *UpdateDatasetVersionRequest) Reset()

func (*UpdateDatasetVersionRequest) String 

func (x *UpdateDatasetVersionRequest) String() string

type UpdateEndpointRequest 

type UpdateEndpointRequest struct {

	// Required. The Endpoint which replaces the resource on the server.
	Endpoint *Endpoint `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"`
	// Required. The update mask applies to the resource. See
	// [google.protobuf.FieldMask][google.protobuf.FieldMask].
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// contains filtered or unexported fields
}

Request message for [EndpointService.UpdateEndpoint][mockgcp.cloud.aiplatform.v1beta1.EndpointService.UpdateEndpoint].

func (*UpdateEndpointRequest) Descriptor deprecated 

func (*UpdateEndpointRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateEndpointRequest.ProtoReflect.Descriptor instead.

func (*UpdateEndpointRequest) GetEndpoint 

func (x *UpdateEndpointRequest) GetEndpoint() *Endpoint

func (*UpdateEndpointRequest) GetUpdateMask 

func (x *UpdateEndpointRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateEndpointRequest) ProtoMessage 

func (*UpdateEndpointRequest) ProtoMessage()

func (*UpdateEndpointRequest) ProtoReflect 

func (x *UpdateEndpointRequest) ProtoReflect() protoreflect.Message

func (*UpdateEndpointRequest) Reset 

func (x *UpdateEndpointRequest) Reset()

func (*UpdateEndpointRequest) String 

func (x *UpdateEndpointRequest) String() string

type UpdateTensorboardExperimentRequest 

type UpdateTensorboardExperimentRequest struct {

	// Required. Field mask is used to specify the fields to be overwritten in the
	// TensorboardExperiment resource by the update.
	// The fields specified in the update_mask are relative to the resource, not
	// the full request. A field is overwritten if it's in the mask. If the
	// user does not provide a mask then all fields are overwritten if new
	// values are specified.
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,1,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// Required. The TensorboardExperiment's `name` field is used to identify the
	// TensorboardExperiment to be updated. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	TensorboardExperiment *TensorboardExperiment `protobuf:"bytes,2,opt,name=tensorboard_experiment,json=tensorboardExperiment,proto3" json:"tensorboard_experiment,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.UpdateTensorboardExperiment][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.UpdateTensorboardExperiment].

func (*UpdateTensorboardExperimentRequest) Descriptor deprecated 

func (*UpdateTensorboardExperimentRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateTensorboardExperimentRequest.ProtoReflect.Descriptor instead.

func (*UpdateTensorboardExperimentRequest) GetTensorboardExperiment 

func (x *UpdateTensorboardExperimentRequest) GetTensorboardExperiment() *TensorboardExperiment

func (*UpdateTensorboardExperimentRequest) GetUpdateMask 

func (x *UpdateTensorboardExperimentRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateTensorboardExperimentRequest) ProtoMessage 

func (*UpdateTensorboardExperimentRequest) ProtoMessage()

func (*UpdateTensorboardExperimentRequest) ProtoReflect 

func (x *UpdateTensorboardExperimentRequest) ProtoReflect() protoreflect.Message

func (*UpdateTensorboardExperimentRequest) Reset 

func (x *UpdateTensorboardExperimentRequest) Reset()

func (*UpdateTensorboardExperimentRequest) String 

func (x *UpdateTensorboardExperimentRequest) String() string

type UpdateTensorboardOperationMetadata 

type UpdateTensorboardOperationMetadata struct {

	// Operation metadata for Tensorboard.
	GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"`
	// contains filtered or unexported fields
}

Details of operations that perform update Tensorboard.

func (*UpdateTensorboardOperationMetadata) Descriptor deprecated 

func (*UpdateTensorboardOperationMetadata) Descriptor() ([]byte, []int)

Deprecated: Use UpdateTensorboardOperationMetadata.ProtoReflect.Descriptor instead.

func (*UpdateTensorboardOperationMetadata) GetGenericMetadata 

func (x *UpdateTensorboardOperationMetadata) GetGenericMetadata() *GenericOperationMetadata

func (*UpdateTensorboardOperationMetadata) ProtoMessage 

func (*UpdateTensorboardOperationMetadata) ProtoMessage()

func (*UpdateTensorboardOperationMetadata) ProtoReflect 

func (x *UpdateTensorboardOperationMetadata) ProtoReflect() protoreflect.Message

func (*UpdateTensorboardOperationMetadata) Reset 

func (x *UpdateTensorboardOperationMetadata) Reset()

func (*UpdateTensorboardOperationMetadata) String 

func (x *UpdateTensorboardOperationMetadata) String() string

type UpdateTensorboardRequest 

type UpdateTensorboardRequest struct {

	// Required. Field mask is used to specify the fields to be overwritten in the
	// Tensorboard resource by the update.
	// The fields specified in the update_mask are relative to the resource, not
	// the full request. A field is overwritten if it's in the mask. If the
	// user does not provide a mask then all fields are overwritten if new
	// values are specified.
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,1,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// Required. The Tensorboard's `name` field is used to identify the
	// Tensorboard to be updated. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}`
	Tensorboard *Tensorboard `protobuf:"bytes,2,opt,name=tensorboard,proto3" json:"tensorboard,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.UpdateTensorboard][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.UpdateTensorboard].

func (*UpdateTensorboardRequest) Descriptor deprecated 

func (*UpdateTensorboardRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateTensorboardRequest.ProtoReflect.Descriptor instead.

func (*UpdateTensorboardRequest) GetTensorboard 

func (x *UpdateTensorboardRequest) GetTensorboard() *Tensorboard

func (*UpdateTensorboardRequest) GetUpdateMask 

func (x *UpdateTensorboardRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateTensorboardRequest) ProtoMessage 

func (*UpdateTensorboardRequest) ProtoMessage()

func (*UpdateTensorboardRequest) ProtoReflect 

func (x *UpdateTensorboardRequest) ProtoReflect() protoreflect.Message

func (*UpdateTensorboardRequest) Reset 

func (x *UpdateTensorboardRequest) Reset()

func (*UpdateTensorboardRequest) String 

func (x *UpdateTensorboardRequest) String() string

type UpdateTensorboardRunRequest 

type UpdateTensorboardRunRequest struct {

	// Required. Field mask is used to specify the fields to be overwritten in the
	// TensorboardRun resource by the update.
	// The fields specified in the update_mask are relative to the resource, not
	// the full request. A field is overwritten if it's in the mask. If the
	// user does not provide a mask then all fields are overwritten if new
	// values are specified.
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,1,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// Required. The TensorboardRun's `name` field is used to identify the
	// TensorboardRun to be updated. Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	TensorboardRun *TensorboardRun `protobuf:"bytes,2,opt,name=tensorboard_run,json=tensorboardRun,proto3" json:"tensorboard_run,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.UpdateTensorboardRun][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.UpdateTensorboardRun].

func (*UpdateTensorboardRunRequest) Descriptor deprecated 

func (*UpdateTensorboardRunRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateTensorboardRunRequest.ProtoReflect.Descriptor instead.

func (*UpdateTensorboardRunRequest) GetTensorboardRun 

func (x *UpdateTensorboardRunRequest) GetTensorboardRun() *TensorboardRun

func (*UpdateTensorboardRunRequest) GetUpdateMask 

func (x *UpdateTensorboardRunRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateTensorboardRunRequest) ProtoMessage 

func (*UpdateTensorboardRunRequest) ProtoMessage()

func (*UpdateTensorboardRunRequest) ProtoReflect 

func (x *UpdateTensorboardRunRequest) ProtoReflect() protoreflect.Message

func (*UpdateTensorboardRunRequest) Reset 

func (x *UpdateTensorboardRunRequest) Reset()

func (*UpdateTensorboardRunRequest) String 

func (x *UpdateTensorboardRunRequest) String() string

type UpdateTensorboardTimeSeriesRequest 

type UpdateTensorboardTimeSeriesRequest struct {

	// Required. Field mask is used to specify the fields to be overwritten in the
	// TensorboardTimeSeries resource by the update.
	// The fields specified in the update_mask are relative to the resource, not
	// the full request. A field is overwritten if it's in the mask. If the
	// user does not provide a mask then all fields are overwritten if new
	// values are specified.
	UpdateMask *field_mask.FieldMask `protobuf:"bytes,1,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
	// Required. The TensorboardTimeSeries' `name` field is used to identify the
	// TensorboardTimeSeries to be updated.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}`
	TensorboardTimeSeries *TensorboardTimeSeries `` /* 126-byte string literal not displayed */
	// contains filtered or unexported fields
}

Request message for [TensorboardService.UpdateTensorboardTimeSeries][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.UpdateTensorboardTimeSeries].

func (*UpdateTensorboardTimeSeriesRequest) Descriptor deprecated 

func (*UpdateTensorboardTimeSeriesRequest) Descriptor() ([]byte, []int)

Deprecated: Use UpdateTensorboardTimeSeriesRequest.ProtoReflect.Descriptor instead.

func (*UpdateTensorboardTimeSeriesRequest) GetTensorboardTimeSeries 

func (x *UpdateTensorboardTimeSeriesRequest) GetTensorboardTimeSeries() *TensorboardTimeSeries

func (*UpdateTensorboardTimeSeriesRequest) GetUpdateMask 

func (x *UpdateTensorboardTimeSeriesRequest) GetUpdateMask() *field_mask.FieldMask

func (*UpdateTensorboardTimeSeriesRequest) ProtoMessage 

func (*UpdateTensorboardTimeSeriesRequest) ProtoMessage()

func (*UpdateTensorboardTimeSeriesRequest) ProtoReflect 

func (x *UpdateTensorboardTimeSeriesRequest) ProtoReflect() protoreflect.Message

func (*UpdateTensorboardTimeSeriesRequest) Reset 

func (x *UpdateTensorboardTimeSeriesRequest) Reset()

func (*UpdateTensorboardTimeSeriesRequest) String 

func (x *UpdateTensorboardTimeSeriesRequest) String() string

type UserActionReference 

type UserActionReference struct {

	// Types that are assignable to Reference:
	//
	//	*UserActionReference_Operation
	//	*UserActionReference_DataLabelingJob
	Reference isUserActionReference_Reference `protobuf_oneof:"reference"`
	// The method name of the API RPC call. For example,
	// "/mockgcp.cloud.aiplatform.{apiVersion}.DatasetService.CreateDataset"
	Method string `protobuf:"bytes,3,opt,name=method,proto3" json:"method,omitempty"`
	// contains filtered or unexported fields
}

References an API call. It contains more information about long running operation and Jobs that are triggered by the API call.

func (*UserActionReference) Descriptor deprecated 

func (*UserActionReference) Descriptor() ([]byte, []int)

Deprecated: Use UserActionReference.ProtoReflect.Descriptor instead.

func (*UserActionReference) GetDataLabelingJob 

func (x *UserActionReference) GetDataLabelingJob() string

func (*UserActionReference) GetMethod 

func (x *UserActionReference) GetMethod() string

func (*UserActionReference) GetOperation 

func (x *UserActionReference) GetOperation() string

func (*UserActionReference) GetReference 

func (m *UserActionReference) GetReference() isUserActionReference_Reference

func (*UserActionReference) ProtoMessage 

func (*UserActionReference) ProtoMessage()

func (*UserActionReference) ProtoReflect 

func (x *UserActionReference) ProtoReflect() protoreflect.Message

func (*UserActionReference) Reset 

func (x *UserActionReference) Reset()

func (*UserActionReference) String 

func (x *UserActionReference) String() string

type UserActionReference_DataLabelingJob 

type UserActionReference_DataLabelingJob struct {
	// For API calls that start a LabelingJob.
	// Resource name of the LabelingJob.
	// Format:
	// `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
	DataLabelingJob string `protobuf:"bytes,2,opt,name=data_labeling_job,json=dataLabelingJob,proto3,oneof"`
}

type UserActionReference_Operation 

type UserActionReference_Operation struct {
	// For API calls that return a long running operation.
	// Resource name of the long running operation.
	// Format:
	// `projects/{project}/locations/{location}/operations/{operation}`
	Operation string `protobuf:"bytes,1,opt,name=operation,proto3,oneof"`
}

type WriteTensorboardExperimentDataRequest 

type WriteTensorboardExperimentDataRequest struct {

	// Required. The resource name of the TensorboardExperiment to write data to.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}`
	TensorboardExperiment string `protobuf:"bytes,1,opt,name=tensorboard_experiment,json=tensorboardExperiment,proto3" json:"tensorboard_experiment,omitempty"`
	// Required. Requests containing per-run TensorboardTimeSeries data to write.
	WriteRunDataRequests []*WriteTensorboardRunDataRequest `protobuf:"bytes,2,rep,name=write_run_data_requests,json=writeRunDataRequests,proto3" json:"write_run_data_requests,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.WriteTensorboardExperimentData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.WriteTensorboardExperimentData].

func (*WriteTensorboardExperimentDataRequest) Descriptor deprecated 

func (*WriteTensorboardExperimentDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use WriteTensorboardExperimentDataRequest.ProtoReflect.Descriptor instead.

func (*WriteTensorboardExperimentDataRequest) GetTensorboardExperiment 

func (x *WriteTensorboardExperimentDataRequest) GetTensorboardExperiment() string

func (*WriteTensorboardExperimentDataRequest) GetWriteRunDataRequests 

func (x *WriteTensorboardExperimentDataRequest) GetWriteRunDataRequests() []*WriteTensorboardRunDataRequest

func (*WriteTensorboardExperimentDataRequest) ProtoMessage 

func (*WriteTensorboardExperimentDataRequest) ProtoMessage()

func (*WriteTensorboardExperimentDataRequest) ProtoReflect 

func (x *WriteTensorboardExperimentDataRequest) ProtoReflect() protoreflect.Message

func (*WriteTensorboardExperimentDataRequest) Reset 

func (x *WriteTensorboardExperimentDataRequest) Reset()

func (*WriteTensorboardExperimentDataRequest) String 

func (x *WriteTensorboardExperimentDataRequest) String() string

type WriteTensorboardExperimentDataResponse 

type WriteTensorboardExperimentDataResponse struct {
	// contains filtered or unexported fields
}

Response message for [TensorboardService.WriteTensorboardExperimentData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.WriteTensorboardExperimentData].

func (*WriteTensorboardExperimentDataResponse) Descriptor deprecated 

func (*WriteTensorboardExperimentDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use WriteTensorboardExperimentDataResponse.ProtoReflect.Descriptor instead.

func (*WriteTensorboardExperimentDataResponse) ProtoMessage 

func (*WriteTensorboardExperimentDataResponse) ProtoMessage()

func (*WriteTensorboardExperimentDataResponse) ProtoReflect 

func (x *WriteTensorboardExperimentDataResponse) ProtoReflect() protoreflect.Message

func (*WriteTensorboardExperimentDataResponse) Reset 

func (x *WriteTensorboardExperimentDataResponse) Reset()

func (*WriteTensorboardExperimentDataResponse) String 

func (x *WriteTensorboardExperimentDataResponse) String() string

type WriteTensorboardRunDataRequest 

type WriteTensorboardRunDataRequest struct {

	// Required. The resource name of the TensorboardRun to write data to.
	// Format:
	// `projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}`
	TensorboardRun string `protobuf:"bytes,1,opt,name=tensorboard_run,json=tensorboardRun,proto3" json:"tensorboard_run,omitempty"`
	// Required. The TensorboardTimeSeries data to write.
	// Values with in a time series are indexed by their step value.
	// Repeated writes to the same step will overwrite the existing value for that
	// step.
	// The upper limit of data points per write request is 5000.
	TimeSeriesData []*TimeSeriesData `protobuf:"bytes,2,rep,name=time_series_data,json=timeSeriesData,proto3" json:"time_series_data,omitempty"`
	// contains filtered or unexported fields
}

Request message for [TensorboardService.WriteTensorboardRunData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.WriteTensorboardRunData].

func (*WriteTensorboardRunDataRequest) Descriptor deprecated 

func (*WriteTensorboardRunDataRequest) Descriptor() ([]byte, []int)

Deprecated: Use WriteTensorboardRunDataRequest.ProtoReflect.Descriptor instead.

func (*WriteTensorboardRunDataRequest) GetTensorboardRun 

func (x *WriteTensorboardRunDataRequest) GetTensorboardRun() string

func (*WriteTensorboardRunDataRequest) GetTimeSeriesData 

func (x *WriteTensorboardRunDataRequest) GetTimeSeriesData() []*TimeSeriesData

func (*WriteTensorboardRunDataRequest) ProtoMessage 

func (*WriteTensorboardRunDataRequest) ProtoMessage()

func (*WriteTensorboardRunDataRequest) ProtoReflect 

func (x *WriteTensorboardRunDataRequest) ProtoReflect() protoreflect.Message

func (*WriteTensorboardRunDataRequest) Reset 

func (x *WriteTensorboardRunDataRequest) Reset()

func (*WriteTensorboardRunDataRequest) String 

func (x *WriteTensorboardRunDataRequest) String() string

type WriteTensorboardRunDataResponse 

type WriteTensorboardRunDataResponse struct {
	// contains filtered or unexported fields
}

Response message for [TensorboardService.WriteTensorboardRunData][mockgcp.cloud.aiplatform.v1beta1.TensorboardService.WriteTensorboardRunData].

func (*WriteTensorboardRunDataResponse) Descriptor deprecated 

func (*WriteTensorboardRunDataResponse) Descriptor() ([]byte, []int)

Deprecated: Use WriteTensorboardRunDataResponse.ProtoReflect.Descriptor instead.

func (*WriteTensorboardRunDataResponse) ProtoMessage 

func (*WriteTensorboardRunDataResponse) ProtoMessage()

func (*WriteTensorboardRunDataResponse) ProtoReflect 

func (x *WriteTensorboardRunDataResponse) ProtoReflect() protoreflect.Message

func (*WriteTensorboardRunDataResponse) Reset 

func (x *WriteTensorboardRunDataResponse) Reset()

func (*WriteTensorboardRunDataResponse) String 

func (x *WriteTensorboardRunDataResponse) String() string

type XraiAttribution 

type XraiAttribution struct {

	// Required. The number of steps for approximating the path integral.
	// A good value to start is 50 and gradually increase until the
	// sum to diff property is met within the desired error range.
	//
	// Valid range of its value is [1, 100], inclusively.
	StepCount int32 `protobuf:"varint,1,opt,name=step_count,json=stepCount,proto3" json:"step_count,omitempty"`
	// Config for SmoothGrad approximation of gradients.
	//
	// When enabled, the gradients are approximated by averaging the gradients
	// from noisy samples in the vicinity of the inputs. Adding
	// noise can help improve the computed gradients. Refer to this paper for more
	// details: https://arxiv.org/pdf/1706.03825.pdf
	SmoothGradConfig *SmoothGradConfig `protobuf:"bytes,2,opt,name=smooth_grad_config,json=smoothGradConfig,proto3" json:"smooth_grad_config,omitempty"`
	// Config for XRAI with blur baseline.
	//
	// When enabled, a linear path from the maximally blurred image to the input
	// image is created. Using a blurred baseline instead of zero (black image) is
	// motivated by the BlurIG approach explained here:
	// https://arxiv.org/abs/2004.03383
	BlurBaselineConfig *BlurBaselineConfig `protobuf:"bytes,3,opt,name=blur_baseline_config,json=blurBaselineConfig,proto3" json:"blur_baseline_config,omitempty"`
	// contains filtered or unexported fields
}

An explanation method that redistributes Integrated Gradients attributions to segmented regions, taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1906.02825

Supported only by image Models.

func (*XraiAttribution) Descriptor deprecated 

func (*XraiAttribution) Descriptor() ([]byte, []int)

Deprecated: Use XraiAttribution.ProtoReflect.Descriptor instead.

func (*XraiAttribution) GetBlurBaselineConfig 

func (x *XraiAttribution) GetBlurBaselineConfig() *BlurBaselineConfig

func (*XraiAttribution) GetSmoothGradConfig 

func (x *XraiAttribution) GetSmoothGradConfig() *SmoothGradConfig

func (*XraiAttribution) GetStepCount 

func (x *XraiAttribution) GetStepCount() int32

func (*XraiAttribution) ProtoMessage 

func (*XraiAttribution) ProtoMessage()

func (*XraiAttribution) ProtoReflect 

func (x *XraiAttribution) ProtoReflect() protoreflect.Message

func (*XraiAttribution) Reset 

func (x *XraiAttribution) Reset()

func (*XraiAttribution) String 

func (x *XraiAttribution) String() string

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