v1

package
v0.7.11 Latest Latest
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This package is not in the latest version of its module.

 Go to latest Published: Aug 16, 2024 License: Apache-2.0 Imports: 13 Imported by: 0

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Index

Constants

This section is empty.

Variables

View Source 
var File_github_com_metaprov_modelaapi_services_trainerd_v1_trainerd_proto protoreflect.FileDescriptor
View Source 
var TrainerdService_ServiceDesc = grpc.ServiceDesc{
	ServiceName: "github.com.metaprov.modelaapi.services.trainerd.v1.TrainerdService",
	HandlerType: (*TrainerdServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "Train",
			Handler:    _TrainerdService_Train_Handler,
		},
		{
			MethodName: "Explain",
			Handler:    _TrainerdService_Explain_Handler,
		},
		{
			MethodName: "Forecast",
			Handler:    _TrainerdService_Forecast_Handler,
		},
		{
			MethodName: "Test",
			Handler:    _TrainerdService_Test_Handler,
		},
		{
			MethodName: "TrainDriftDetector",
			Handler:    _TrainerdService_TrainDriftDetector_Handler,
		},
		{
			MethodName: "Shutdown",
			Handler:    _TrainerdService_Shutdown_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "github.com/metaprov/modelaapi/services/trainerd/v1/trainerd.proto",
}

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

Functions

func RegisterTrainerdServiceServer 

func RegisterTrainerdServiceServer(s grpc.ServiceRegistrar, srv TrainerdServiceServer)

Types

type ExplainRequest 

type ExplainRequest struct {
	Product    *v1alpha1.DataProduct     `protobuf:"bytes,1,opt,name=product,proto3" json:"product,omitempty"`
	Datasource *v1alpha1.DataSource      `protobuf:"bytes,2,opt,name=datasource,proto3" json:"datasource,omitempty"`
	Dataset    *v1alpha1.Dataset         `protobuf:"bytes,3,opt,name=dataset,proto3" json:"dataset,omitempty"`
	Snapshot   *v1alpha1.DatasetSnapshot `protobuf:"bytes,4,opt,name=snapshot,proto3" json:"snapshot,omitempty"`
	Model      *v1alpha12.Model          `protobuf:"bytes,5,opt,name=model,proto3" json:"model,omitempty"`
	Study      *v1alpha12.Study          `protobuf:"bytes,6,opt,name=study,proto3" json:"study,omitempty"`
	Run        *v1alpha12.StudyRun       `protobuf:"bytes,7,opt,name=run,proto3" json:"run,omitempty"`
	Bucket     *v1alpha11.VirtualBucket  `protobuf:"bytes,8,opt,name=bucket,proto3" json:"bucket,omitempty"`
	BaseModels []*v1alpha12.Model        `protobuf:"bytes,9,rep,name=baseModels,proto3" json:"baseModels,omitempty"`
	// contains filtered or unexported fields
}

func (*ExplainRequest) Descriptor deprecated 

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

Deprecated: Use ExplainRequest.ProtoReflect.Descriptor instead.

func (*ExplainRequest) GetBaseModels added in v0.6.252 

func (x *ExplainRequest) GetBaseModels() []*v1alpha12.Model

func (*ExplainRequest) GetBucket 

func (x *ExplainRequest) GetBucket() *v1alpha11.VirtualBucket

func (*ExplainRequest) GetDataset 

func (x *ExplainRequest) GetDataset() *v1alpha1.Dataset

func (*ExplainRequest) GetDatasource 

func (x *ExplainRequest) GetDatasource() *v1alpha1.DataSource

func (*ExplainRequest) GetModel 

func (x *ExplainRequest) GetModel() *v1alpha12.Model

func (*ExplainRequest) GetProduct 

func (x *ExplainRequest) GetProduct() *v1alpha1.DataProduct

func (*ExplainRequest) GetRun added in v0.6.252 

func (x *ExplainRequest) GetRun() *v1alpha12.StudyRun

func (*ExplainRequest) GetSnapshot added in v0.6.252 

func (x *ExplainRequest) GetSnapshot() *v1alpha1.DatasetSnapshot

func (*ExplainRequest) GetStudy 

func (x *ExplainRequest) GetStudy() *v1alpha12.Study

func (*ExplainRequest) ProtoMessage 

func (*ExplainRequest) ProtoMessage()

func (*ExplainRequest) ProtoReflect 

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

func (*ExplainRequest) Reset 

func (x *ExplainRequest) Reset()

func (*ExplainRequest) String 

func (x *ExplainRequest) String() string

type ExplainResponse 

type ExplainResponse struct {
	ExplainerLocation       *v1alpha13.FileLocation `protobuf:"bytes,1,opt,name=explainerLocation,proto3" json:"explainerLocation,omitempty"`
	TrainShapValuesLocation *v1alpha13.FileLocation `protobuf:"bytes,2,opt,name=trainShapValuesLocation,proto3" json:"trainShapValuesLocation,omitempty"`
	TestShapValuesLocation  *v1alpha13.FileLocation `protobuf:"bytes,3,opt,name=testShapValuesLocation,proto3" json:"testShapValuesLocation,omitempty"`
	// contains filtered or unexported fields
}

func (*ExplainResponse) Descriptor deprecated 

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

Deprecated: Use ExplainResponse.ProtoReflect.Descriptor instead.

func (*ExplainResponse) GetExplainerLocation added in v0.6.252 

func (x *ExplainResponse) GetExplainerLocation() *v1alpha13.FileLocation

func (*ExplainResponse) GetTestShapValuesLocation added in v0.6.252 

func (x *ExplainResponse) GetTestShapValuesLocation() *v1alpha13.FileLocation

func (*ExplainResponse) GetTrainShapValuesLocation added in v0.6.252 

func (x *ExplainResponse) GetTrainShapValuesLocation() *v1alpha13.FileLocation

func (*ExplainResponse) ProtoMessage 

func (*ExplainResponse) ProtoMessage()

func (*ExplainResponse) ProtoReflect 

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

func (*ExplainResponse) Reset 

func (x *ExplainResponse) Reset()

func (*ExplainResponse) String 

func (x *ExplainResponse) String() string

type ForecastRequest 

type ForecastRequest struct {
	Product    *v1alpha1.DataProduct     `protobuf:"bytes,1,opt,name=product,proto3" json:"product,omitempty"`
	Datasource *v1alpha1.DataSource      `protobuf:"bytes,2,opt,name=datasource,proto3" json:"datasource,omitempty"`
	Dataset    *v1alpha1.Dataset         `protobuf:"bytes,3,opt,name=dataset,proto3" json:"dataset,omitempty"`
	Snapshot   *v1alpha1.DatasetSnapshot `protobuf:"bytes,4,opt,name=snapshot,proto3" json:"snapshot,omitempty"`
	Model      *v1alpha12.Model          `protobuf:"bytes,5,opt,name=model,proto3" json:"model,omitempty"`
	Study      *v1alpha12.Study          `protobuf:"bytes,6,opt,name=study,proto3" json:"study,omitempty"`
	Run        *v1alpha12.StudyRun       `protobuf:"bytes,7,opt,name=run,proto3" json:"run,omitempty"`
	Bucket     *v1alpha11.VirtualBucket  `protobuf:"bytes,8,opt,name=bucket,proto3" json:"bucket,omitempty"`
	// contains filtered or unexported fields
}

func (*ForecastRequest) Descriptor deprecated 

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

Deprecated: Use ForecastRequest.ProtoReflect.Descriptor instead.

func (*ForecastRequest) GetBucket 

func (x *ForecastRequest) GetBucket() *v1alpha11.VirtualBucket

func (*ForecastRequest) GetDataset 

func (x *ForecastRequest) GetDataset() *v1alpha1.Dataset

func (*ForecastRequest) GetDatasource 

func (x *ForecastRequest) GetDatasource() *v1alpha1.DataSource

func (*ForecastRequest) GetModel 

func (x *ForecastRequest) GetModel() *v1alpha12.Model

func (*ForecastRequest) GetProduct 

func (x *ForecastRequest) GetProduct() *v1alpha1.DataProduct

func (*ForecastRequest) GetRun added in v0.6.252 

func (x *ForecastRequest) GetRun() *v1alpha12.StudyRun

func (*ForecastRequest) GetSnapshot added in v0.6.252 

func (x *ForecastRequest) GetSnapshot() *v1alpha1.DatasetSnapshot

func (*ForecastRequest) GetStudy 

func (x *ForecastRequest) GetStudy() *v1alpha12.Study

func (*ForecastRequest) ProtoMessage 

func (*ForecastRequest) ProtoMessage()

func (*ForecastRequest) ProtoReflect 

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

func (*ForecastRequest) Reset 

func (x *ForecastRequest) Reset()

func (*ForecastRequest) String 

func (x *ForecastRequest) String() string

type ForecastResponse 

type ForecastResponse struct {
	ForecastLocation *v1alpha13.FileLocation `protobuf:"bytes,1,opt,name=forecastLocation,proto3" json:"forecastLocation,omitempty"`
	// contains filtered or unexported fields
}

func (*ForecastResponse) Descriptor deprecated 

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

Deprecated: Use ForecastResponse.ProtoReflect.Descriptor instead.

func (*ForecastResponse) GetForecastLocation added in v0.6.252 

func (x *ForecastResponse) GetForecastLocation() *v1alpha13.FileLocation

func (*ForecastResponse) ProtoMessage 

func (*ForecastResponse) ProtoMessage()

func (*ForecastResponse) ProtoReflect 

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

func (*ForecastResponse) Reset 

func (x *ForecastResponse) Reset()

func (*ForecastResponse) String 

func (x *ForecastResponse) String() string

type ShutdownRequest 

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

func (*ShutdownRequest) Descriptor deprecated 

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

Deprecated: Use ShutdownRequest.ProtoReflect.Descriptor instead.

func (*ShutdownRequest) ProtoMessage 

func (*ShutdownRequest) ProtoMessage()

func (*ShutdownRequest) ProtoReflect 

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

func (*ShutdownRequest) Reset 

func (x *ShutdownRequest) Reset()

func (*ShutdownRequest) String 

func (x *ShutdownRequest) String() string

type ShutdownResponse 

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

func (*ShutdownResponse) Descriptor deprecated 

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

Deprecated: Use ShutdownResponse.ProtoReflect.Descriptor instead.

func (*ShutdownResponse) ProtoMessage 

func (*ShutdownResponse) ProtoMessage()

func (*ShutdownResponse) ProtoReflect 

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

func (*ShutdownResponse) Reset 

func (x *ShutdownResponse) Reset()

func (*ShutdownResponse) String 

func (x *ShutdownResponse) String() string

type TestRequest 

type TestRequest struct {
	Product    *v1alpha1.DataProduct     `protobuf:"bytes,1,opt,name=product,proto3" json:"product,omitempty"`
	Datasource *v1alpha1.DataSource      `protobuf:"bytes,2,opt,name=datasource,proto3" json:"datasource,omitempty"`
	Dataset    *v1alpha1.Dataset         `protobuf:"bytes,3,opt,name=dataset,proto3" json:"dataset,omitempty"`
	Snapshot   *v1alpha1.DatasetSnapshot `protobuf:"bytes,4,opt,name=snapshot,proto3" json:"snapshot,omitempty"`
	Model      *v1alpha12.Model          `protobuf:"bytes,5,opt,name=model,proto3" json:"model,omitempty"`
	Study      *v1alpha12.Study          `protobuf:"bytes,6,opt,name=study,proto3" json:"study,omitempty"`
	Run        *v1alpha12.StudyRun       `protobuf:"bytes,7,opt,name=run,proto3" json:"run,omitempty"`
	Bucket     *v1alpha11.VirtualBucket  `protobuf:"bytes,8,opt,name=bucket,proto3" json:"bucket,omitempty"`
	BaseModels []*v1alpha12.Model        `protobuf:"bytes,9,rep,name=baseModels,proto3" json:"baseModels,omitempty"`
	// contains filtered or unexported fields
}

func (*TestRequest) Descriptor deprecated 

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

Deprecated: Use TestRequest.ProtoReflect.Descriptor instead.

func (*TestRequest) GetBaseModels added in v0.6.252 

func (x *TestRequest) GetBaseModels() []*v1alpha12.Model

func (*TestRequest) GetBucket 

func (x *TestRequest) GetBucket() *v1alpha11.VirtualBucket

func (*TestRequest) GetDataset 

func (x *TestRequest) GetDataset() *v1alpha1.Dataset

func (*TestRequest) GetDatasource 

func (x *TestRequest) GetDatasource() *v1alpha1.DataSource

func (*TestRequest) GetModel 

func (x *TestRequest) GetModel() *v1alpha12.Model

func (*TestRequest) GetProduct 

func (x *TestRequest) GetProduct() *v1alpha1.DataProduct

func (*TestRequest) GetRun added in v0.6.252 

func (x *TestRequest) GetRun() *v1alpha12.StudyRun

func (*TestRequest) GetSnapshot added in v0.6.252 

func (x *TestRequest) GetSnapshot() *v1alpha1.DatasetSnapshot

func (*TestRequest) GetStudy 

func (x *TestRequest) GetStudy() *v1alpha12.Study

func (*TestRequest) ProtoMessage 

func (*TestRequest) ProtoMessage()

func (*TestRequest) ProtoReflect 

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

func (*TestRequest) Reset 

func (x *TestRequest) Reset()

func (*TestRequest) String 

func (x *TestRequest) String() string

type TestResponse 

type TestResponse struct {
	TrainResults                 []*v1alpha13.Measurement   `protobuf:"bytes,1,rep,name=trainResults,proto3" json:"trainResults,omitempty"`
	TestResults                  []*v1alpha13.Measurement   `protobuf:"bytes,2,rep,name=testResults,proto3" json:"testResults,omitempty"`
	TestWeightsLocation          *v1alpha13.FileLocation    `protobuf:"bytes,3,opt,name=testWeightsLocation,proto3" json:"testWeightsLocation,omitempty"`
	FullWeightsLocation          *v1alpha13.FileLocation    `protobuf:"bytes,4,opt,name=fullWeightsLocation,proto3" json:"fullWeightsLocation,omitempty"`
	MisclassLocation             *v1alpha13.FileLocation    `protobuf:"bytes,5,opt,name=misclassLocation,proto3" json:"misclassLocation,omitempty"`
	PermutationFeatureImportance map[string]float32         `` /* 199-byte string literal not displayed */
	TrainConfusionMatrix         *v1alpha13.ConfusionMatrix `protobuf:"bytes,7,opt,name=trainConfusionMatrix,proto3" json:"trainConfusionMatrix,omitempty"`
	TestConfusionMatrix          *v1alpha13.ConfusionMatrix `protobuf:"bytes,8,opt,name=testConfusionMatrix,proto3" json:"testConfusionMatrix,omitempty"`
	// contains filtered or unexported fields
}

func (*TestResponse) Descriptor deprecated 

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

Deprecated: Use TestResponse.ProtoReflect.Descriptor instead.

func (*TestResponse) GetFullWeightsLocation added in v0.6.252 

func (x *TestResponse) GetFullWeightsLocation() *v1alpha13.FileLocation

func (*TestResponse) GetMisclassLocation added in v0.6.252 

func (x *TestResponse) GetMisclassLocation() *v1alpha13.FileLocation

func (*TestResponse) GetPermutationFeatureImportance added in v0.4.814 

func (x *TestResponse) GetPermutationFeatureImportance() map[string]float32

func (*TestResponse) GetTestConfusionMatrix added in v0.6.252 

func (x *TestResponse) GetTestConfusionMatrix() *v1alpha13.ConfusionMatrix

func (*TestResponse) GetTestResults added in v0.6.252 

func (x *TestResponse) GetTestResults() []*v1alpha13.Measurement

func (*TestResponse) GetTestWeightsLocation added in v0.6.252 

func (x *TestResponse) GetTestWeightsLocation() *v1alpha13.FileLocation

func (*TestResponse) GetTrainConfusionMatrix added in v0.6.252 

func (x *TestResponse) GetTrainConfusionMatrix() *v1alpha13.ConfusionMatrix

func (*TestResponse) GetTrainResults added in v0.6.252 

func (x *TestResponse) GetTrainResults() []*v1alpha13.Measurement

func (*TestResponse) ProtoMessage 

func (*TestResponse) ProtoMessage()

func (*TestResponse) ProtoReflect 

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

func (*TestResponse) Reset 

func (x *TestResponse) Reset()

func (*TestResponse) String 

func (x *TestResponse) String() string

type TrainDriftDetectorRequest added in v0.4.730 

type TrainDriftDetectorRequest struct {
	Product    *v1alpha1.DataProduct     `protobuf:"bytes,1,opt,name=product,proto3" json:"product,omitempty"`
	Datasource *v1alpha1.DataSource      `protobuf:"bytes,2,opt,name=datasource,proto3" json:"datasource,omitempty"`
	Dataset    *v1alpha1.Dataset         `protobuf:"bytes,3,opt,name=dataset,proto3" json:"dataset,omitempty"`
	Snapshot   *v1alpha1.DatasetSnapshot `protobuf:"bytes,4,opt,name=snapshot,proto3" json:"snapshot,omitempty"`
	Model      *v1alpha12.Model          `protobuf:"bytes,5,opt,name=model,proto3" json:"model,omitempty"`
	Study      *v1alpha12.Study          `protobuf:"bytes,6,opt,name=study,proto3" json:"study,omitempty"`
	Run        *v1alpha12.StudyRun       `protobuf:"bytes,7,opt,name=run,proto3" json:"run,omitempty"`
	Bucket     *v1alpha11.VirtualBucket  `protobuf:"bytes,8,opt,name=bucket,proto3" json:"bucket,omitempty"`
	BaseModels []*v1alpha12.Model        `protobuf:"bytes,9,rep,name=baseModels,proto3" json:"baseModels,omitempty"`
	// contains filtered or unexported fields
}

func (*TrainDriftDetectorRequest) Descriptor deprecated added in v0.4.730 

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

Deprecated: Use TrainDriftDetectorRequest.ProtoReflect.Descriptor instead.

func (*TrainDriftDetectorRequest) GetBaseModels added in v0.6.252 

func (x *TrainDriftDetectorRequest) GetBaseModels() []*v1alpha12.Model

func (*TrainDriftDetectorRequest) GetBucket added in v0.4.730 

func (x *TrainDriftDetectorRequest) GetBucket() *v1alpha11.VirtualBucket

func (*TrainDriftDetectorRequest) GetDataset added in v0.4.730 

func (x *TrainDriftDetectorRequest) GetDataset() *v1alpha1.Dataset

func (*TrainDriftDetectorRequest) GetDatasource added in v0.4.730 

func (x *TrainDriftDetectorRequest) GetDatasource() *v1alpha1.DataSource

func (*TrainDriftDetectorRequest) GetModel added in v0.4.730 

func (x *TrainDriftDetectorRequest) GetModel() *v1alpha12.Model

func (*TrainDriftDetectorRequest) GetProduct added in v0.4.730 

func (x *TrainDriftDetectorRequest) GetProduct() *v1alpha1.DataProduct

func (*TrainDriftDetectorRequest) GetRun added in v0.6.252 

func (x *TrainDriftDetectorRequest) GetRun() *v1alpha12.StudyRun

func (*TrainDriftDetectorRequest) GetSnapshot added in v0.6.252 

func (x *TrainDriftDetectorRequest) GetSnapshot() *v1alpha1.DatasetSnapshot

func (*TrainDriftDetectorRequest) GetStudy added in v0.4.730 

func (x *TrainDriftDetectorRequest) GetStudy() *v1alpha12.Study

func (*TrainDriftDetectorRequest) ProtoMessage added in v0.4.730 

func (*TrainDriftDetectorRequest) ProtoMessage()

func (*TrainDriftDetectorRequest) ProtoReflect added in v0.4.730 

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

func (*TrainDriftDetectorRequest) Reset added in v0.4.730 

func (x *TrainDriftDetectorRequest) Reset()

func (*TrainDriftDetectorRequest) String added in v0.4.730 

func (x *TrainDriftDetectorRequest) String() string

type TrainRequest 

type TrainRequest struct {
	Product    *v1alpha1.DataProduct     `protobuf:"bytes,1,opt,name=product,proto3" json:"product,omitempty"`
	Datasource *v1alpha1.DataSource      `protobuf:"bytes,2,opt,name=datasource,proto3" json:"datasource,omitempty"`
	Dataset    *v1alpha1.Dataset         `protobuf:"bytes,3,opt,name=dataset,proto3" json:"dataset,omitempty"`
	Snapshot   *v1alpha1.DatasetSnapshot `protobuf:"bytes,4,opt,name=snapshot,proto3" json:"snapshot,omitempty"`
	Bucket     *v1alpha11.VirtualBucket  `protobuf:"bytes,5,opt,name=bucket,proto3" json:"bucket,omitempty"`
	Model      *v1alpha12.Model          `protobuf:"bytes,6,opt,name=model,proto3" json:"model,omitempty"`
	Study      *v1alpha12.Study          `protobuf:"bytes,7,opt,name=study,proto3" json:"study,omitempty"`
	Run        *v1alpha12.StudyRun       `protobuf:"bytes,8,opt,name=run,proto3" json:"run,omitempty"`
	BaseModels []*v1alpha12.Model        `protobuf:"bytes,9,rep,name=baseModels,proto3" json:"baseModels,omitempty"`
	// contains filtered or unexported fields
}

func (*TrainRequest) Descriptor deprecated 

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

Deprecated: Use TrainRequest.ProtoReflect.Descriptor instead.

func (*TrainRequest) GetBaseModels added in v0.6.252 

func (x *TrainRequest) GetBaseModels() []*v1alpha12.Model

func (*TrainRequest) GetBucket 

func (x *TrainRequest) GetBucket() *v1alpha11.VirtualBucket

func (*TrainRequest) GetDataset 

func (x *TrainRequest) GetDataset() *v1alpha1.Dataset

func (*TrainRequest) GetDatasource 

func (x *TrainRequest) GetDatasource() *v1alpha1.DataSource

func (*TrainRequest) GetModel 

func (x *TrainRequest) GetModel() *v1alpha12.Model

func (*TrainRequest) GetProduct 

func (x *TrainRequest) GetProduct() *v1alpha1.DataProduct

func (*TrainRequest) GetRun added in v0.6.252 

func (x *TrainRequest) GetRun() *v1alpha12.StudyRun

func (*TrainRequest) GetSnapshot added in v0.6.252 

func (x *TrainRequest) GetSnapshot() *v1alpha1.DatasetSnapshot

func (*TrainRequest) GetStudy 

func (x *TrainRequest) GetStudy() *v1alpha12.Study

func (*TrainRequest) ProtoMessage 

func (*TrainRequest) ProtoMessage()

func (*TrainRequest) ProtoReflect 

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

func (*TrainRequest) Reset 

func (x *TrainRequest) Reset()

func (*TrainRequest) String 

func (x *TrainRequest) String() string

type TrainResponse 

type TrainResponse struct {
	Results                   []*v1alpha13.Measurement   `protobuf:"bytes,1,rep,name=results,proto3" json:"results,omitempty"`
	WeightsLocation           *v1alpha13.FileLocation    `protobuf:"bytes,2,opt,name=weightsLocation,proto3" json:"weightsLocation,omitempty"`
	LabelEncoderLocation      *v1alpha13.FileLocation    `protobuf:"bytes,3,opt,name=labelEncoderLocation,proto3" json:"labelEncoderLocation,omitempty"`
	ForecastLocation          *v1alpha13.FileLocation    `protobuf:"bytes,4,opt,name=forecastLocation,proto3" json:"forecastLocation,omitempty"`
	ProfileLocation           *v1alpha13.FileLocation    `protobuf:"bytes,5,opt,name=profileLocation,proto3" json:"profileLocation,omitempty"`
	ConfusionMatrix           *v1alpha13.ConfusionMatrix `protobuf:"bytes,6,opt,name=confusionMatrix,proto3" json:"confusionMatrix,omitempty"`
	PythonVersionInfo         string                     `protobuf:"bytes,7,opt,name=pythonVersionInfo,proto3" json:"pythonVersionInfo,omitempty"`
	OS                        string                     `protobuf:"bytes,9,opt,name=OS,proto3" json:"OS,omitempty"`
	PipFreeze                 map[string]string          `` /* 160-byte string literal not displayed */
	ImpurityFeatureImportance map[string]float32         `` /* 194-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*TrainResponse) Descriptor deprecated 

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

Deprecated: Use TrainResponse.ProtoReflect.Descriptor instead.

func (*TrainResponse) GetConfusionMatrix added in v0.6.252 

func (x *TrainResponse) GetConfusionMatrix() *v1alpha13.ConfusionMatrix

func (*TrainResponse) GetForecastLocation added in v0.6.252 

func (x *TrainResponse) GetForecastLocation() *v1alpha13.FileLocation

func (*TrainResponse) GetImpurityFeatureImportance added in v0.4.816 

func (x *TrainResponse) GetImpurityFeatureImportance() map[string]float32

func (*TrainResponse) GetLabelEncoderLocation added in v0.6.252 

func (x *TrainResponse) GetLabelEncoderLocation() *v1alpha13.FileLocation

func (*TrainResponse) GetOS added in v0.4.807 

func (x *TrainResponse) GetOS() string

func (*TrainResponse) GetPipFreeze 

func (x *TrainResponse) GetPipFreeze() map[string]string

func (*TrainResponse) GetProfileLocation added in v0.6.252 

func (x *TrainResponse) GetProfileLocation() *v1alpha13.FileLocation

func (*TrainResponse) GetPythonVersionInfo 

func (x *TrainResponse) GetPythonVersionInfo() string

func (*TrainResponse) GetResults added in v0.6.252 

func (x *TrainResponse) GetResults() []*v1alpha13.Measurement

func (*TrainResponse) GetWeightsLocation added in v0.6.252 

func (x *TrainResponse) GetWeightsLocation() *v1alpha13.FileLocation

func (*TrainResponse) ProtoMessage 

func (*TrainResponse) ProtoMessage()

func (*TrainResponse) ProtoReflect 

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

func (*TrainResponse) Reset 

func (x *TrainResponse) Reset()

func (*TrainResponse) String 

func (x *TrainResponse) String() string

type TrainerdServiceClient 

type TrainerdServiceClient interface {
	Train(ctx context.Context, in *TrainRequest, opts ...grpc.CallOption) (*TrainResponse, error)
	Explain(ctx context.Context, in *ExplainRequest, opts ...grpc.CallOption) (*ExplainResponse, error)
	Forecast(ctx context.Context, in *ForecastRequest, opts ...grpc.CallOption) (*ForecastResponse, error)
	Test(ctx context.Context, in *TestRequest, opts ...grpc.CallOption) (*TestResponse, error)
	TrainDriftDetector(ctx context.Context, in *TrainDriftDetectorRequest, opts ...grpc.CallOption) (*TrainResponse, error)
	Shutdown(ctx context.Context, in *ShutdownRequest, opts ...grpc.CallOption) (*ShutdownResponse, error)
}

TrainerdServiceClient is the client API for TrainerdService 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 NewTrainerdServiceClient 

func NewTrainerdServiceClient(cc grpc.ClientConnInterface) TrainerdServiceClient

type TrainerdServiceServer 

type TrainerdServiceServer interface {
	Train(context.Context, *TrainRequest) (*TrainResponse, error)
	Explain(context.Context, *ExplainRequest) (*ExplainResponse, error)
	Forecast(context.Context, *ForecastRequest) (*ForecastResponse, error)
	Test(context.Context, *TestRequest) (*TestResponse, error)
	TrainDriftDetector(context.Context, *TrainDriftDetectorRequest) (*TrainResponse, error)
	Shutdown(context.Context, *ShutdownRequest) (*ShutdownResponse, error)
	// contains filtered or unexported methods
}

TrainerdServiceServer is the server API for TrainerdService service. All implementations must embed UnimplementedTrainerdServiceServer for forward compatibility

type UnimplementedTrainerdServiceServer 

type UnimplementedTrainerdServiceServer struct {
}

UnimplementedTrainerdServiceServer must be embedded to have forward compatible implementations.

func (UnimplementedTrainerdServiceServer) Explain 

func (UnimplementedTrainerdServiceServer) Explain(context.Context, *ExplainRequest) (*ExplainResponse, error)

func (UnimplementedTrainerdServiceServer) Forecast 

func (UnimplementedTrainerdServiceServer) Forecast(context.Context, *ForecastRequest) (*ForecastResponse, error)

func (UnimplementedTrainerdServiceServer) Shutdown 

func (UnimplementedTrainerdServiceServer) Shutdown(context.Context, *ShutdownRequest) (*ShutdownResponse, error)

func (UnimplementedTrainerdServiceServer) Test 

func (UnimplementedTrainerdServiceServer) Test(context.Context, *TestRequest) (*TestResponse, error)

func (UnimplementedTrainerdServiceServer) Train 

func (UnimplementedTrainerdServiceServer) Train(context.Context, *TrainRequest) (*TrainResponse, error)

func (UnimplementedTrainerdServiceServer) TrainDriftDetector added in v0.4.730 

func (UnimplementedTrainerdServiceServer) TrainDriftDetector(context.Context, *TrainDriftDetectorRequest) (*TrainResponse, error)

type UnsafeTrainerdServiceServer added in v0.4.687 

type UnsafeTrainerdServiceServer interface {
	// contains filtered or unexported methods
}

UnsafeTrainerdServiceServer may be embedded to opt out of forward compatibility for this service. Use of this interface is not recommended, as added methods to TrainerdServiceServer will result in compilation errors.

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