v1

package
v0.4.623 Latest Latest
Warning

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

 Go to latest Published: Mar 24, 2022 License: Apache-2.0 Imports: 18 Imported by: 1

Documentation

Overview

Package v1 is a reverse proxy.

It translates gRPC into RESTful JSON APIs.

Index

Constants

This section is empty.

Variables

View Source 
var File_github_com_metaprov_modelaapi_services_grpcinferenceservice_v1_grpcinferenceservice_proto protoreflect.FileDescriptor

Functions

func RegisterGRPCInferenceServiceHandler added in v0.4.540 

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

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

func RegisterGRPCInferenceServiceHandlerClient added in v0.4.540 

func RegisterGRPCInferenceServiceHandlerClient(ctx context.Context, mux *runtime.ServeMux, client GRPCInferenceServiceClient) error

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

func RegisterGRPCInferenceServiceHandlerFromEndpoint added in v0.4.540 

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

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

func RegisterGRPCInferenceServiceServer 

func RegisterGRPCInferenceServiceServer(s *grpc.Server, srv GRPCInferenceServiceServer)

Types

type ColumnInfo 

type ColumnInfo struct {
	Name          string  `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`                     // column name
	Type          string  `protobuf:"bytes,2,opt,name=type,proto3" json:"type,omitempty"`                     // column type
	DatasetMin    float32 `protobuf:"fixed32,3,opt,name=datasetMin,proto3" json:"datasetMin,omitempty"`       // training data set min
	DatasetMean   float32 `protobuf:"fixed32,4,opt,name=datasetMean,proto3" json:"datasetMean,omitempty"`     // training dataset mean
	DatasetStdDev float32 `protobuf:"fixed32,5,opt,name=datasetStdDev,proto3" json:"datasetStdDev,omitempty"` // training dataset stddev
	DatasetMax    float32 `protobuf:"fixed32,6,opt,name=datasetMax,proto3" json:"datasetMax,omitempty"`       // trainin dataset max
	// contains filtered or unexported fields
}

a information about each column

func (*ColumnInfo) Descriptor deprecated 

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

Deprecated: Use ColumnInfo.ProtoReflect.Descriptor instead.

func (*ColumnInfo) GetDatasetMax 

func (x *ColumnInfo) GetDatasetMax() float32

func (*ColumnInfo) GetDatasetMean 

func (x *ColumnInfo) GetDatasetMean() float32

func (*ColumnInfo) GetDatasetMin 

func (x *ColumnInfo) GetDatasetMin() float32

func (*ColumnInfo) GetDatasetStdDev 

func (x *ColumnInfo) GetDatasetStdDev() float32

func (*ColumnInfo) GetName 

func (x *ColumnInfo) GetName() string

func (*ColumnInfo) GetType 

func (x *ColumnInfo) GetType() string

func (*ColumnInfo) ProtoMessage 

func (*ColumnInfo) ProtoMessage()

func (*ColumnInfo) ProtoReflect 

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

func (*ColumnInfo) Reset 

func (x *ColumnInfo) Reset()

func (*ColumnInfo) String 

func (x *ColumnInfo) String() string

type GRPCInferenceServiceClient 

type GRPCInferenceServiceClient interface {
	// The ServerLive API indicates if the inference server is able to receive
	// and respond to metadata and inference requests.
	ServerLive(ctx context.Context, in *ServerLiveRequest, opts ...grpc.CallOption) (*ServerLiveResponse, error)
	// The ServerReady API indicates if the server is ready for inferencing.
	ServerReady(ctx context.Context, in *ServerReadyRequest, opts ...grpc.CallOption) (*ServerReadyResponse, error)
	// The ModelReady API indicates if a specific model is ready for inferencing.
	ModelReady(ctx context.Context, in *ModelReadyRequest, opts ...grpc.CallOption) (*ModelReadyResponse, error)
	// The ServerMetadata API provides information about the server. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ServerMetadata(ctx context.Context, in *ServerMetadataRequest, opts ...grpc.CallOption) (*ServerMetadataResponse, error)
	// The per-model metadata API provides information about a model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelMetadata(ctx context.Context, in *ModelMetadataRequest, opts ...grpc.CallOption) (*ModelMetadataResponse, error)
	// The ModelInfer API performs inference using the specified model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelInfer(ctx context.Context, in *ModelInferRequest, opts ...grpc.CallOption) (*ModelInferResponse, error)
	// Extention to the api specific to modela
	GetPredictor(ctx context.Context, in *GetPredictorRequest, opts ...grpc.CallOption) (*GetPredictorResponse, error)
	GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*GetModelResponse, error)
	Predict(ctx context.Context, in *PredictRequest, opts ...grpc.CallOption) (*PredictResponse, error)
}

GRPCInferenceServiceClient is the client API for GRPCInferenceService service.

For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.

func NewGRPCInferenceServiceClient 

func NewGRPCInferenceServiceClient(cc grpc.ClientConnInterface) GRPCInferenceServiceClient

type GRPCInferenceServiceServer 

type GRPCInferenceServiceServer interface {
	// The ServerLive API indicates if the inference server is able to receive
	// and respond to metadata and inference requests.
	ServerLive(context.Context, *ServerLiveRequest) (*ServerLiveResponse, error)
	// The ServerReady API indicates if the server is ready for inferencing.
	ServerReady(context.Context, *ServerReadyRequest) (*ServerReadyResponse, error)
	// The ModelReady API indicates if a specific model is ready for inferencing.
	ModelReady(context.Context, *ModelReadyRequest) (*ModelReadyResponse, error)
	// The ServerMetadata API provides information about the server. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ServerMetadata(context.Context, *ServerMetadataRequest) (*ServerMetadataResponse, error)
	// The per-model metadata API provides information about a model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelMetadata(context.Context, *ModelMetadataRequest) (*ModelMetadataResponse, error)
	// The ModelInfer API performs inference using the specified model. Errors are
	// indicated by the google.rpc.Status returned for the request. The OK code
	// indicates success and other codes indicate failure.
	ModelInfer(context.Context, *ModelInferRequest) (*ModelInferResponse, error)
	// Extention to the api specific to modela
	GetPredictor(context.Context, *GetPredictorRequest) (*GetPredictorResponse, error)
	GetModel(context.Context, *GetModelRequest) (*GetModelResponse, error)
	Predict(context.Context, *PredictRequest) (*PredictResponse, error)
}

GRPCInferenceServiceServer is the server API for GRPCInferenceService service.

type GetModelRequest 

type GetModelRequest struct {
	Name string `protobuf:"bytes,3,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

func (*GetModelRequest) Descriptor deprecated 

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

Deprecated: Use GetModelRequest.ProtoReflect.Descriptor instead.

func (*GetModelRequest) GetName 

func (x *GetModelRequest) GetName() string

func (*GetModelRequest) ProtoMessage 

func (*GetModelRequest) ProtoMessage()

func (*GetModelRequest) ProtoReflect 

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

func (*GetModelRequest) Reset 

func (x *GetModelRequest) Reset()

func (*GetModelRequest) String 

func (x *GetModelRequest) String() string

type GetModelResponse 

type GetModelResponse struct {
	Item *ModelInfo `protobuf:"bytes,1,opt,name=item,proto3" json:"item,omitempty"`
	// contains filtered or unexported fields
}

func (*GetModelResponse) Descriptor deprecated 

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

Deprecated: Use GetModelResponse.ProtoReflect.Descriptor instead.

func (*GetModelResponse) GetItem 

func (x *GetModelResponse) GetItem() *ModelInfo

func (*GetModelResponse) ProtoMessage 

func (*GetModelResponse) ProtoMessage()

func (*GetModelResponse) ProtoReflect 

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

func (*GetModelResponse) Reset 

func (x *GetModelResponse) Reset()

func (*GetModelResponse) String 

func (x *GetModelResponse) String() string

type GetPredictorRequest 

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

/ request / response

func (*GetPredictorRequest) Descriptor deprecated 

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

Deprecated: Use GetPredictorRequest.ProtoReflect.Descriptor instead.

func (*GetPredictorRequest) ProtoMessage 

func (*GetPredictorRequest) ProtoMessage()

func (*GetPredictorRequest) ProtoReflect 

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

func (*GetPredictorRequest) Reset 

func (x *GetPredictorRequest) Reset()

func (*GetPredictorRequest) String 

func (x *GetPredictorRequest) String() string

type GetPredictorResponse 

type GetPredictorResponse struct {
	Item *PredictorInfo `protobuf:"bytes,1,opt,name=item,proto3" json:"item,omitempty"`
	// contains filtered or unexported fields
}

func (*GetPredictorResponse) Descriptor deprecated 

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

Deprecated: Use GetPredictorResponse.ProtoReflect.Descriptor instead.

func (*GetPredictorResponse) GetItem 

func (x *GetPredictorResponse) GetItem() *PredictorInfo

func (*GetPredictorResponse) ProtoMessage 

func (*GetPredictorResponse) ProtoMessage()

func (*GetPredictorResponse) ProtoReflect 

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

func (*GetPredictorResponse) Reset 

func (x *GetPredictorResponse) Reset()

func (*GetPredictorResponse) String 

func (x *GetPredictorResponse) String() string

type InferParameter 

type InferParameter struct {

	// The parameter value can be a string, an int64, a boolean
	// or a message specific to a predefined parameter.
	//
	// Types that are assignable to ParameterChoice:
	//	*InferParameter_BoolParam
	//	*InferParameter_Int64Param
	//	*InferParameter_StringParam
	ParameterChoice isInferParameter_ParameterChoice `protobuf_oneof:"parameter_choice"`
	// contains filtered or unexported fields
}

An inference parameter value. The Parameters message describes a “name”/”value” pair, where the “name” is the name of the parameter and the “value” is a boolean, integer, or string corresponding to the parameter.

func (*InferParameter) Descriptor deprecated 

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

Deprecated: Use InferParameter.ProtoReflect.Descriptor instead.

func (*InferParameter) GetBoolParam 

func (x *InferParameter) GetBoolParam() bool

func (*InferParameter) GetInt64Param 

func (x *InferParameter) GetInt64Param() int64

func (*InferParameter) GetParameterChoice 

func (m *InferParameter) GetParameterChoice() isInferParameter_ParameterChoice

func (*InferParameter) GetStringParam 

func (x *InferParameter) GetStringParam() string

func (*InferParameter) ProtoMessage 

func (*InferParameter) ProtoMessage()

func (*InferParameter) ProtoReflect 

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

func (*InferParameter) Reset 

func (x *InferParameter) Reset()

func (*InferParameter) String 

func (x *InferParameter) String() string

type InferParameter_BoolParam 

type InferParameter_BoolParam struct {
	// A boolean parameter value.
	BoolParam bool `protobuf:"varint,1,opt,name=bool_param,json=boolParam,proto3,oneof"`
}

type InferParameter_Int64Param 

type InferParameter_Int64Param struct {
	// An int64 parameter value.
	Int64Param int64 `protobuf:"varint,2,opt,name=int64_param,json=int64Param,proto3,oneof"`
}

type InferParameter_StringParam 

type InferParameter_StringParam struct {
	// A string parameter value.
	StringParam string `protobuf:"bytes,3,opt,name=string_param,json=stringParam,proto3,oneof"`
}

type InferTensorContents 

type InferTensorContents struct {

	// Representation for BOOL data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	BoolContents []bool `protobuf:"varint,1,rep,packed,name=bool_contents,json=boolContents,proto3" json:"bool_contents,omitempty"`
	// Representation for INT8, INT16, and INT32 data types. The size
	// must match what is expected by the tensor's shape. The contents
	// must be the flattened, one-dimensional, row-major order of the
	// tensor elements.
	IntContents []int32 `protobuf:"varint,2,rep,packed,name=int_contents,json=intContents,proto3" json:"int_contents,omitempty"`
	// Representation for INT64 data types. The size must match what
	// is expected by the tensor's shape. The contents must be the
	// flattened, one-dimensional, row-major order of the tensor elements.
	Int64Contents []int64 `protobuf:"varint,3,rep,packed,name=int64_contents,json=int64Contents,proto3" json:"int64_contents,omitempty"`
	// Representation for UINT8, UINT16, and UINT32 data types. The size
	// must match what is expected by the tensor's shape. The contents
	// must be the flattened, one-dimensional, row-major order of the
	// tensor elements.
	UintContents []uint32 `protobuf:"varint,4,rep,packed,name=uint_contents,json=uintContents,proto3" json:"uint_contents,omitempty"`
	// Representation for UINT64 data types. The size must match what
	// is expected by the tensor's shape. The contents must be the
	// flattened, one-dimensional, row-major order of the tensor elements.
	Uint64Contents []uint64 `protobuf:"varint,5,rep,packed,name=uint64_contents,json=uint64Contents,proto3" json:"uint64_contents,omitempty"`
	// Representation for FP32 data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	Fp32Contents []float32 `protobuf:"fixed32,6,rep,packed,name=fp32_contents,json=fp32Contents,proto3" json:"fp32_contents,omitempty"`
	// Representation for FP64 data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	Fp64Contents []float64 `protobuf:"fixed64,7,rep,packed,name=fp64_contents,json=fp64Contents,proto3" json:"fp64_contents,omitempty"`
	// Representation for BYTES data type. The size must match what is
	// expected by the tensor's shape. The contents must be the flattened,
	// one-dimensional, row-major order of the tensor elements.
	BytesContents [][]byte `protobuf:"bytes,8,rep,name=bytes_contents,json=bytesContents,proto3" json:"bytes_contents,omitempty"`
	// contains filtered or unexported fields
}

The data contained in a tensor represented by the repeated type that matches the tensor's data type. Protobuf oneof is not used because oneofs cannot contain repeated fields.

func (*InferTensorContents) Descriptor deprecated 

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

Deprecated: Use InferTensorContents.ProtoReflect.Descriptor instead.

func (*InferTensorContents) GetBoolContents 

func (x *InferTensorContents) GetBoolContents() []bool

func (*InferTensorContents) GetBytesContents 

func (x *InferTensorContents) GetBytesContents() [][]byte

func (*InferTensorContents) GetFp32Contents 

func (x *InferTensorContents) GetFp32Contents() []float32

func (*InferTensorContents) GetFp64Contents 

func (x *InferTensorContents) GetFp64Contents() []float64

func (*InferTensorContents) GetInt64Contents 

func (x *InferTensorContents) GetInt64Contents() []int64

func (*InferTensorContents) GetIntContents 

func (x *InferTensorContents) GetIntContents() []int32

func (*InferTensorContents) GetUint64Contents 

func (x *InferTensorContents) GetUint64Contents() []uint64

func (*InferTensorContents) GetUintContents 

func (x *InferTensorContents) GetUintContents() []uint32

func (*InferTensorContents) ProtoMessage 

func (*InferTensorContents) ProtoMessage()

func (*InferTensorContents) ProtoReflect 

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

func (*InferTensorContents) Reset 

func (x *InferTensorContents) Reset()

func (*InferTensorContents) String 

func (x *InferTensorContents) String() string

type ModelInferRequest 

type ModelInferRequest struct {

	// The name of the model to use for inferencing.
	ModelName string `protobuf:"bytes,1,opt,name=model_name,json=modelName,proto3" json:"model_name,omitempty"`
	// The version of the model to use for inference. If not given the
	// server will choose a version based on the model and internal policy.
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// Optional identifier for the request. If specified will be
	// returned in the response.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// Optional inference parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The input tensors for the inference.
	Inputs []*ModelInferRequest_InferInputTensor `protobuf:"bytes,5,rep,name=inputs,proto3" json:"inputs,omitempty"`
	// The requested output tensors for the inference. Optional, if not
	// specified all outputs produced by the model will be returned.
	Outputs []*ModelInferRequest_InferRequestedOutputTensor `protobuf:"bytes,6,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// The data contained in an input tensor can be represented in "raw"
	// bytes form or in the repeated type that matches the tensor's data
	// type. To use the raw representation 'raw_input_contents' must be
	// initialized with data for each tensor in the same order as
	// 'inputs'. For each tensor, the size of this content must match
	// what is expected by the tensor's shape and data type. The raw
	// data must be the flattened, one-dimensional, row-major order of
	// the tensor elements without any stride or padding between the
	// elements. Note that the FP16 data type must be represented as raw
	// content as there is no specific data type for a 16-bit float
	// type.
	//
	// If this field is specified then InferInputTensor::contents must
	// not be specified for any input tensor.
	RawInputContents [][]byte `protobuf:"bytes,7,rep,name=raw_input_contents,json=rawInputContents,proto3" json:"raw_input_contents,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelInferRequest) Descriptor deprecated 

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

Deprecated: Use ModelInferRequest.ProtoReflect.Descriptor instead.

func (*ModelInferRequest) GetId 

func (x *ModelInferRequest) GetId() string

func (*ModelInferRequest) GetInputs 

func (x *ModelInferRequest) GetInputs() []*ModelInferRequest_InferInputTensor

func (*ModelInferRequest) GetModelName 

func (x *ModelInferRequest) GetModelName() string

func (*ModelInferRequest) GetModelVersion 

func (x *ModelInferRequest) GetModelVersion() string

func (*ModelInferRequest) GetOutputs 

func (x *ModelInferRequest) GetOutputs() []*ModelInferRequest_InferRequestedOutputTensor

func (*ModelInferRequest) GetParameters 

func (x *ModelInferRequest) GetParameters() map[string]*InferParameter

func (*ModelInferRequest) GetRawInputContents 

func (x *ModelInferRequest) GetRawInputContents() [][]byte

func (*ModelInferRequest) ProtoMessage 

func (*ModelInferRequest) ProtoMessage()

func (*ModelInferRequest) ProtoReflect 

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

func (*ModelInferRequest) Reset 

func (x *ModelInferRequest) Reset()

func (*ModelInferRequest) String 

func (x *ModelInferRequest) String() string

type ModelInferRequest_InferInputTensor 

type ModelInferRequest_InferInputTensor struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The tensor data type.
	Datatype string `protobuf:"bytes,2,opt,name=datatype,proto3" json:"datatype,omitempty"`
	// The tensor shape.
	Shape []int64 `protobuf:"varint,3,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	// Optional inference input tensor parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The tensor contents using a data-type format. This field must
	// not be specified if "raw" tensor contents are being used for
	// the inference request.
	Contents *InferTensorContents `protobuf:"bytes,5,opt,name=contents,proto3" json:"contents,omitempty"`
	// contains filtered or unexported fields
}

An input tensor for an inference request.

func (*ModelInferRequest_InferInputTensor) Descriptor deprecated 

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

Deprecated: Use ModelInferRequest_InferInputTensor.ProtoReflect.Descriptor instead.

func (*ModelInferRequest_InferInputTensor) GetContents 

func (x *ModelInferRequest_InferInputTensor) GetContents() *InferTensorContents

func (*ModelInferRequest_InferInputTensor) GetDatatype 

func (x *ModelInferRequest_InferInputTensor) GetDatatype() string

func (*ModelInferRequest_InferInputTensor) GetName 

func (x *ModelInferRequest_InferInputTensor) GetName() string

func (*ModelInferRequest_InferInputTensor) GetParameters 

func (x *ModelInferRequest_InferInputTensor) GetParameters() map[string]*InferParameter

func (*ModelInferRequest_InferInputTensor) GetShape 

func (x *ModelInferRequest_InferInputTensor) GetShape() []int64

func (*ModelInferRequest_InferInputTensor) ProtoMessage 

func (*ModelInferRequest_InferInputTensor) ProtoMessage()

func (*ModelInferRequest_InferInputTensor) ProtoReflect 

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

func (*ModelInferRequest_InferInputTensor) Reset 

func (x *ModelInferRequest_InferInputTensor) Reset()

func (*ModelInferRequest_InferInputTensor) String 

func (x *ModelInferRequest_InferInputTensor) String() string

type ModelInferRequest_InferRequestedOutputTensor 

type ModelInferRequest_InferRequestedOutputTensor struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Optional requested output tensor parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// contains filtered or unexported fields
}

An output tensor requested for an inference request.

func (*ModelInferRequest_InferRequestedOutputTensor) Descriptor deprecated 

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

Deprecated: Use ModelInferRequest_InferRequestedOutputTensor.ProtoReflect.Descriptor instead.

func (*ModelInferRequest_InferRequestedOutputTensor) GetName 

func (x *ModelInferRequest_InferRequestedOutputTensor) GetName() string

func (*ModelInferRequest_InferRequestedOutputTensor) GetParameters 

func (x *ModelInferRequest_InferRequestedOutputTensor) GetParameters() map[string]*InferParameter

func (*ModelInferRequest_InferRequestedOutputTensor) ProtoMessage 

func (*ModelInferRequest_InferRequestedOutputTensor) ProtoMessage()

func (*ModelInferRequest_InferRequestedOutputTensor) ProtoReflect 

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

func (*ModelInferRequest_InferRequestedOutputTensor) Reset 

func (x *ModelInferRequest_InferRequestedOutputTensor) Reset()

func (*ModelInferRequest_InferRequestedOutputTensor) String 

func (x *ModelInferRequest_InferRequestedOutputTensor) String() string

type ModelInferResponse 

type ModelInferResponse struct {

	// The name of the model used for inference.
	ModelName string `protobuf:"bytes,1,opt,name=model_name,json=modelName,proto3" json:"model_name,omitempty"`
	// The version of the model used for inference.
	ModelVersion string `protobuf:"bytes,2,opt,name=model_version,json=modelVersion,proto3" json:"model_version,omitempty"`
	// The id of the inference request if one was specified.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// Optional inference response parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The output tensors holding inference results.
	Outputs []*ModelInferResponse_InferOutputTensor `protobuf:"bytes,5,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// The data contained in an output tensor can be represented in
	// "raw" bytes form or in the repeated type that matches the
	// tensor's data type. To use the raw representation 'raw_output_contents'
	// must be initialized with data for each tensor in the same order as
	// 'outputs'. For each tensor, the size of this content must match
	// what is expected by the tensor's shape and data type. The raw
	// data must be the flattened, one-dimensional, row-major order of
	// the tensor elements without any stride or padding between the
	// elements. Note that the FP16 data type must be represented as raw
	// content as there is no specific data type for a 16-bit float
	// type.
	//
	// If this field is specified then InferOutputTensor::contents must
	// not be specified for any output tensor.
	RawOutputContents [][]byte `protobuf:"bytes,6,rep,name=raw_output_contents,json=rawOutputContents,proto3" json:"raw_output_contents,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelInferResponse) Descriptor deprecated 

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

Deprecated: Use ModelInferResponse.ProtoReflect.Descriptor instead.

func (*ModelInferResponse) GetId 

func (x *ModelInferResponse) GetId() string

func (*ModelInferResponse) GetModelName 

func (x *ModelInferResponse) GetModelName() string

func (*ModelInferResponse) GetModelVersion 

func (x *ModelInferResponse) GetModelVersion() string

func (*ModelInferResponse) GetOutputs 

func (x *ModelInferResponse) GetOutputs() []*ModelInferResponse_InferOutputTensor

func (*ModelInferResponse) GetParameters 

func (x *ModelInferResponse) GetParameters() map[string]*InferParameter

func (*ModelInferResponse) GetRawOutputContents 

func (x *ModelInferResponse) GetRawOutputContents() [][]byte

func (*ModelInferResponse) ProtoMessage 

func (*ModelInferResponse) ProtoMessage()

func (*ModelInferResponse) ProtoReflect 

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

func (*ModelInferResponse) Reset 

func (x *ModelInferResponse) Reset()

func (*ModelInferResponse) String 

func (x *ModelInferResponse) String() string

type ModelInferResponse_InferOutputTensor 

type ModelInferResponse_InferOutputTensor struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The tensor data type.
	Datatype string `protobuf:"bytes,2,opt,name=datatype,proto3" json:"datatype,omitempty"`
	// The tensor shape.
	Shape []int64 `protobuf:"varint,3,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	// Optional output tensor parameters.
	Parameters map[string]*InferParameter `` /* 161-byte string literal not displayed */
	// The tensor contents using a data-type format. This field must
	// not be specified if "raw" tensor contents are being used for
	// the inference response.
	Contents *InferTensorContents `protobuf:"bytes,5,opt,name=contents,proto3" json:"contents,omitempty"`
	// contains filtered or unexported fields
}

An output tensor returned for an inference request.

func (*ModelInferResponse_InferOutputTensor) Descriptor deprecated 

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

Deprecated: Use ModelInferResponse_InferOutputTensor.ProtoReflect.Descriptor instead.

func (*ModelInferResponse_InferOutputTensor) GetContents 

func (x *ModelInferResponse_InferOutputTensor) GetContents() *InferTensorContents

func (*ModelInferResponse_InferOutputTensor) GetDatatype 

func (x *ModelInferResponse_InferOutputTensor) GetDatatype() string

func (*ModelInferResponse_InferOutputTensor) GetName 

func (x *ModelInferResponse_InferOutputTensor) GetName() string

func (*ModelInferResponse_InferOutputTensor) GetParameters 

func (x *ModelInferResponse_InferOutputTensor) GetParameters() map[string]*InferParameter

func (*ModelInferResponse_InferOutputTensor) GetShape 

func (x *ModelInferResponse_InferOutputTensor) GetShape() []int64

func (*ModelInferResponse_InferOutputTensor) ProtoMessage 

func (*ModelInferResponse_InferOutputTensor) ProtoMessage()

func (*ModelInferResponse_InferOutputTensor) ProtoReflect 

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

func (*ModelInferResponse_InferOutputTensor) Reset 

func (x *ModelInferResponse_InferOutputTensor) Reset()

func (*ModelInferResponse_InferOutputTensor) String 

func (x *ModelInferResponse_InferOutputTensor) String() string

type ModelInfo 

type ModelInfo struct {
	Namespace          string  `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"`
	Name               string  `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`                       // the model name
	Version            string  `protobuf:"bytes,3,opt,name=version,proto3" json:"version,omitempty"`                 // the model name space
	Product            string  `protobuf:"bytes,4,opt,name=product,proto3" json:"product,omitempty"`                 // the model name
	TrainingMetric     string  `protobuf:"bytes,5,opt,name=trainingMetric,proto3" json:"trainingMetric,omitempty"`   // the model name space
	TrainingScore      float32 `protobuf:"fixed32,6,opt,name=trainingScore,proto3" json:"trainingScore,omitempty"`   // the model name space
	Status             string  `protobuf:"bytes,7,opt,name=status,proto3" json:"status,omitempty"`                   // model status
	Canary             bool    `protobuf:"varint,8,opt,name=canary,proto3" json:"canary,omitempty"`                  // true if this is a canary model
	Shadow             bool    `protobuf:"varint,9,opt,name=shadow,proto3" json:"shadow,omitempty"`                  // is this a shadow model
	Traffic            float32 `protobuf:"fixed32,10,opt,name=traffic,proto3" json:"traffic,omitempty"`              // how much traffic is allocated to this model (0 -100)
	Filter             string  `protobuf:"bytes,11,opt,name=filter,proto3" json:"filter,omitempty"`                  // the filter (a boolean expression involving the model)
	Rank               int64   `protobuf:"varint,12,opt,name=rank,proto3" json:"rank,omitempty"`                     // the model rank when making a prediction.
	LogPath            string  `protobuf:"bytes,13,opt,name=logPath,proto3" json:"logPath,omitempty"`                // the location of the model prediction log file
	P95                float32 `protobuf:"fixed32,14,opt,name=p95,proto3" json:"p95,omitempty"`                      // The 95 percent latency
	P99                float32 `protobuf:"fixed32,15,opt,name=p99,proto3" json:"p99,omitempty"`                      // The 99 percent latency
	LastPrediction     int64   `protobuf:"varint,16,opt,name=lastPrediction,proto3" json:"lastPrediction,omitempty"` // The last prediction time
	DailyPredictionAvg int32   `protobuf:"varint,17,opt,name=dailyPredictionAvg,proto3" json:"dailyPredictionAvg,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelInfo) Descriptor deprecated 

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

Deprecated: Use ModelInfo.ProtoReflect.Descriptor instead.

func (*ModelInfo) GetCanary 

func (x *ModelInfo) GetCanary() bool

func (*ModelInfo) GetDailyPredictionAvg 

func (x *ModelInfo) GetDailyPredictionAvg() int32

func (*ModelInfo) GetFilter 

func (x *ModelInfo) GetFilter() string

func (*ModelInfo) GetLastPrediction 

func (x *ModelInfo) GetLastPrediction() int64

func (*ModelInfo) GetLogPath 

func (x *ModelInfo) GetLogPath() string

func (*ModelInfo) GetName 

func (x *ModelInfo) GetName() string

func (*ModelInfo) GetNamespace added in v0.4.438 

func (x *ModelInfo) GetNamespace() string

func (*ModelInfo) GetP95 

func (x *ModelInfo) GetP95() float32

func (*ModelInfo) GetP99 

func (x *ModelInfo) GetP99() float32

func (*ModelInfo) GetProduct 

func (x *ModelInfo) GetProduct() string

func (*ModelInfo) GetRank 

func (x *ModelInfo) GetRank() int64

func (*ModelInfo) GetShadow 

func (x *ModelInfo) GetShadow() bool

func (*ModelInfo) GetStatus 

func (x *ModelInfo) GetStatus() string

func (*ModelInfo) GetTraffic 

func (x *ModelInfo) GetTraffic() float32

func (*ModelInfo) GetTrainingMetric 

func (x *ModelInfo) GetTrainingMetric() string

func (*ModelInfo) GetTrainingScore 

func (x *ModelInfo) GetTrainingScore() float32

func (*ModelInfo) GetVersion 

func (x *ModelInfo) GetVersion() string

func (*ModelInfo) ProtoMessage 

func (*ModelInfo) ProtoMessage()

func (*ModelInfo) ProtoReflect 

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

func (*ModelInfo) Reset 

func (x *ModelInfo) Reset()

func (*ModelInfo) String 

func (x *ModelInfo) String() string

type ModelMetadataRequest 

type ModelMetadataRequest struct {

	// The name of the model.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The version of the model to check for readiness. If not given the
	// server will choose a version based on the model and internal policy.
	Version string `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelMetadataRequest) Descriptor deprecated 

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

Deprecated: Use ModelMetadataRequest.ProtoReflect.Descriptor instead.

func (*ModelMetadataRequest) GetName 

func (x *ModelMetadataRequest) GetName() string

func (*ModelMetadataRequest) GetVersion 

func (x *ModelMetadataRequest) GetVersion() string

func (*ModelMetadataRequest) ProtoMessage 

func (*ModelMetadataRequest) ProtoMessage()

func (*ModelMetadataRequest) ProtoReflect 

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

func (*ModelMetadataRequest) Reset 

func (x *ModelMetadataRequest) Reset()

func (*ModelMetadataRequest) String 

func (x *ModelMetadataRequest) String() string

type ModelMetadataResponse 

type ModelMetadataResponse struct {

	// The model name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The versions of the model available on the server.
	Versions []string `protobuf:"bytes,2,rep,name=versions,proto3" json:"versions,omitempty"`
	// The model's platform. See Platforms.
	Platform string `protobuf:"bytes,3,opt,name=platform,proto3" json:"platform,omitempty"`
	// The model's inputs.
	Inputs []*ModelMetadataResponse_TensorMetadata `protobuf:"bytes,4,rep,name=inputs,proto3" json:"inputs,omitempty"`
	// The model's outputs.
	Outputs []*ModelMetadataResponse_TensorMetadata `protobuf:"bytes,5,rep,name=outputs,proto3" json:"outputs,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelMetadataResponse) Descriptor deprecated 

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

Deprecated: Use ModelMetadataResponse.ProtoReflect.Descriptor instead.

func (*ModelMetadataResponse) GetInputs 

func (x *ModelMetadataResponse) GetInputs() []*ModelMetadataResponse_TensorMetadata

func (*ModelMetadataResponse) GetName 

func (x *ModelMetadataResponse) GetName() string

func (*ModelMetadataResponse) GetOutputs 

func (x *ModelMetadataResponse) GetOutputs() []*ModelMetadataResponse_TensorMetadata

func (*ModelMetadataResponse) GetPlatform 

func (x *ModelMetadataResponse) GetPlatform() string

func (*ModelMetadataResponse) GetVersions 

func (x *ModelMetadataResponse) GetVersions() []string

func (*ModelMetadataResponse) ProtoMessage 

func (*ModelMetadataResponse) ProtoMessage()

func (*ModelMetadataResponse) ProtoReflect 

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

func (*ModelMetadataResponse) Reset 

func (x *ModelMetadataResponse) Reset()

func (*ModelMetadataResponse) String 

func (x *ModelMetadataResponse) String() string

type ModelMetadataResponse_TensorMetadata 

type ModelMetadataResponse_TensorMetadata struct {

	// The tensor name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The tensor data type.
	Datatype string `protobuf:"bytes,2,opt,name=datatype,proto3" json:"datatype,omitempty"`
	// The tensor shape. A variable-size dimension is represented
	// by a -1 value.
	Shape []int64 `protobuf:"varint,3,rep,packed,name=shape,proto3" json:"shape,omitempty"`
	// contains filtered or unexported fields
}

Metadata for a tensor.

func (*ModelMetadataResponse_TensorMetadata) Descriptor deprecated 

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

Deprecated: Use ModelMetadataResponse_TensorMetadata.ProtoReflect.Descriptor instead.

func (*ModelMetadataResponse_TensorMetadata) GetDatatype 

func (x *ModelMetadataResponse_TensorMetadata) GetDatatype() string

func (*ModelMetadataResponse_TensorMetadata) GetName 

func (x *ModelMetadataResponse_TensorMetadata) GetName() string

func (*ModelMetadataResponse_TensorMetadata) GetShape 

func (x *ModelMetadataResponse_TensorMetadata) GetShape() []int64

func (*ModelMetadataResponse_TensorMetadata) ProtoMessage 

func (*ModelMetadataResponse_TensorMetadata) ProtoMessage()

func (*ModelMetadataResponse_TensorMetadata) ProtoReflect 

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

func (*ModelMetadataResponse_TensorMetadata) Reset 

func (x *ModelMetadataResponse_TensorMetadata) Reset()

func (*ModelMetadataResponse_TensorMetadata) String 

func (x *ModelMetadataResponse_TensorMetadata) String() string

type ModelReadyRequest 

type ModelReadyRequest struct {

	// The name of the model to check for readiness.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The version of the model to check for readiness. If not given the
	// server will choose a version based on the model and internal policy.
	Version string `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelReadyRequest) Descriptor deprecated 

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

Deprecated: Use ModelReadyRequest.ProtoReflect.Descriptor instead.

func (*ModelReadyRequest) GetName 

func (x *ModelReadyRequest) GetName() string

func (*ModelReadyRequest) GetVersion 

func (x *ModelReadyRequest) GetVersion() string

func (*ModelReadyRequest) ProtoMessage 

func (*ModelReadyRequest) ProtoMessage()

func (*ModelReadyRequest) ProtoReflect 

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

func (*ModelReadyRequest) Reset 

func (x *ModelReadyRequest) Reset()

func (*ModelReadyRequest) String 

func (x *ModelReadyRequest) String() string

type ModelReadyResponse 

type ModelReadyResponse struct {

	// True if the model is ready, false if not ready.
	Ready bool `protobuf:"varint,1,opt,name=ready,proto3" json:"ready,omitempty"`
	// contains filtered or unexported fields
}

func (*ModelReadyResponse) Descriptor deprecated 

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

Deprecated: Use ModelReadyResponse.ProtoReflect.Descriptor instead.

func (*ModelReadyResponse) GetReady 

func (x *ModelReadyResponse) GetReady() bool

func (*ModelReadyResponse) ProtoMessage 

func (*ModelReadyResponse) ProtoMessage()

func (*ModelReadyResponse) ProtoReflect 

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

func (*ModelReadyResponse) Reset 

func (x *ModelReadyResponse) Reset()

func (*ModelReadyResponse) String 

func (x *ModelReadyResponse) String() string

type PredictRequest 

type PredictRequest struct {
	Name     string   `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`          // model name
	Validate bool     `protobuf:"varint,3,opt,name=validate,proto3" json:"validate,omitempty"` // use the schema to validate the request
	Explain  bool     `protobuf:"varint,4,opt,name=explain,proto3" json:"explain,omitempty"`   // if true, explain the prediction using shap.
	Format   string   `protobuf:"bytes,5,opt,name=format,proto3" json:"format,omitempty"`      // can be csv,json.
	Payload  string   `protobuf:"bytes,6,opt,name=payload,proto3" json:"payload,omitempty"`    // json or csv array of rows.
	Labeled  bool     `protobuf:"varint,7,opt,name=labeled,proto3" json:"labeled,omitempty"`   // indicate that this is labeled prediction
	Metrics  []string `protobuf:"bytes,8,rep,name=metrics,proto3" json:"metrics,omitempty"`    // one or more metrics to use when evaluating labeled prediction
	// contains filtered or unexported fields
}

func (*PredictRequest) Descriptor deprecated 

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

Deprecated: Use PredictRequest.ProtoReflect.Descriptor instead.

func (*PredictRequest) GetExplain 

func (x *PredictRequest) GetExplain() bool

func (*PredictRequest) GetFormat 

func (x *PredictRequest) GetFormat() string

func (*PredictRequest) GetLabeled 

func (x *PredictRequest) GetLabeled() bool

func (*PredictRequest) GetMetrics 

func (x *PredictRequest) GetMetrics() []string

func (*PredictRequest) GetName 

func (x *PredictRequest) GetName() string

func (*PredictRequest) GetPayload 

func (x *PredictRequest) GetPayload() string

func (*PredictRequest) GetValidate 

func (x *PredictRequest) GetValidate() bool

func (*PredictRequest) ProtoMessage 

func (*PredictRequest) ProtoMessage()

func (*PredictRequest) ProtoReflect 

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

func (*PredictRequest) Reset 

func (x *PredictRequest) Reset()

func (*PredictRequest) String 

func (x *PredictRequest) String() string

type PredictResponse 

type PredictResponse struct {
	Items  []*PredictResultLineItem `protobuf:"bytes,1,rep,name=items,proto3" json:"items,omitempty"`
	Scores map[string]float32       `` /* 155-byte string literal not displayed */
	// contains filtered or unexported fields
}

func (*PredictResponse) Descriptor deprecated 

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

Deprecated: Use PredictResponse.ProtoReflect.Descriptor instead.

func (*PredictResponse) GetItems 

func (x *PredictResponse) GetItems() []*PredictResultLineItem

func (*PredictResponse) GetScores 

func (x *PredictResponse) GetScores() map[string]float32

func (*PredictResponse) ProtoMessage 

func (*PredictResponse) ProtoMessage()

func (*PredictResponse) ProtoReflect 

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

func (*PredictResponse) Reset 

func (x *PredictResponse) Reset()

func (*PredictResponse) String 

func (x *PredictResponse) String() string

type PredictResultLineItem 

type PredictResultLineItem struct {
	Success        bool                `protobuf:"varint,1,opt,name=success,proto3" json:"success,omitempty"`              // success or failure
	Score          float32             `protobuf:"fixed32,2,opt,name=score,proto3" json:"score,omitempty"`                 // the predicted value
	Label          string              `protobuf:"bytes,3,opt,name=label,proto3" json:"label,omitempty"`                   // the predictor label in case of classification
	Probabilities  []*ProbabilityValue `protobuf:"bytes,4,rep,name=probabilities,proto3" json:"probabilities,omitempty"`   // the proba predictions
	MissingColumns []string            `protobuf:"bytes,5,rep,name=missingColumns,proto3" json:"missingColumns,omitempty"` // list of missing columns
	OutOfBound     []string            `protobuf:"bytes,6,rep,name=outOfBound,proto3" json:"outOfBound,omitempty"`         // list of out of bounds columns
	BaseShapValue  float32             `protobuf:"fixed32,7,opt,name=baseShapValue,proto3" json:"baseShapValue,omitempty"`
	ShapValues     []*ShapValue        `protobuf:"bytes,8,rep,name=shapValues,proto3" json:"shapValues,omitempty"`
	// contains filtered or unexported fields
}

func (*PredictResultLineItem) Descriptor deprecated 

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

Deprecated: Use PredictResultLineItem.ProtoReflect.Descriptor instead.

func (*PredictResultLineItem) GetBaseShapValue 

func (x *PredictResultLineItem) GetBaseShapValue() float32

func (*PredictResultLineItem) GetLabel 

func (x *PredictResultLineItem) GetLabel() string

func (*PredictResultLineItem) GetMissingColumns 

func (x *PredictResultLineItem) GetMissingColumns() []string

func (*PredictResultLineItem) GetOutOfBound 

func (x *PredictResultLineItem) GetOutOfBound() []string

func (*PredictResultLineItem) GetProbabilities 

func (x *PredictResultLineItem) GetProbabilities() []*ProbabilityValue

func (*PredictResultLineItem) GetScore 

func (x *PredictResultLineItem) GetScore() float32

func (*PredictResultLineItem) GetShapValues 

func (x *PredictResultLineItem) GetShapValues() []*ShapValue

func (*PredictResultLineItem) GetSuccess 

func (x *PredictResultLineItem) GetSuccess() bool

func (*PredictResultLineItem) ProtoMessage 

func (*PredictResultLineItem) ProtoMessage()

func (*PredictResultLineItem) ProtoReflect 

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

func (*PredictResultLineItem) Reset 

func (x *PredictResultLineItem) Reset()

func (*PredictResultLineItem) String 

func (x *PredictResultLineItem) String() string

type PredictorInfo 

type PredictorInfo struct {
	Namespace string       `protobuf:"bytes,1,opt,name=namespace,proto3" json:"namespace,omitempty"` // the namespace of the predictor
	Name      string       `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"`           // the name of the predictor
	Task      string       `protobuf:"bytes,3,opt,name=task,proto3" json:"task,omitempty"`           // the machine learning task (binary classification / multi classification / regression)
	Models    []*ModelInfo `protobuf:"bytes,4,rep,name=models,proto3" json:"models,omitempty"`       // the models in the predictor
	Schema    *SchemaInfo  `protobuf:"bytes,5,opt,name=schema,proto3" json:"schema,omitempty"`       // the predictor schema.
	// contains filtered or unexported fields
}

func (*PredictorInfo) Descriptor deprecated 

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

Deprecated: Use PredictorInfo.ProtoReflect.Descriptor instead.

func (*PredictorInfo) GetModels 

func (x *PredictorInfo) GetModels() []*ModelInfo

func (*PredictorInfo) GetName 

func (x *PredictorInfo) GetName() string

func (*PredictorInfo) GetNamespace added in v0.4.438 

func (x *PredictorInfo) GetNamespace() string

func (*PredictorInfo) GetSchema 

func (x *PredictorInfo) GetSchema() *SchemaInfo

func (*PredictorInfo) GetTask 

func (x *PredictorInfo) GetTask() string

func (*PredictorInfo) ProtoMessage 

func (*PredictorInfo) ProtoMessage()

func (*PredictorInfo) ProtoReflect 

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

func (*PredictorInfo) Reset 

func (x *PredictorInfo) Reset()

func (*PredictorInfo) String 

func (x *PredictorInfo) String() string

type ProbabilityValue 

type ProbabilityValue struct {
	Label       string  `protobuf:"bytes,1,opt,name=label,proto3" json:"label,omitempty"`
	Probability float32 `protobuf:"fixed32,2,opt,name=probability,proto3" json:"probability,omitempty"`
	// contains filtered or unexported fields
}

return the proba value for each label

func (*ProbabilityValue) Descriptor deprecated 

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

Deprecated: Use ProbabilityValue.ProtoReflect.Descriptor instead.

func (*ProbabilityValue) GetLabel 

func (x *ProbabilityValue) GetLabel() string

func (*ProbabilityValue) GetProbability 

func (x *ProbabilityValue) GetProbability() float32

func (*ProbabilityValue) ProtoMessage 

func (*ProbabilityValue) ProtoMessage()

func (*ProbabilityValue) ProtoReflect 

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

func (*ProbabilityValue) Reset 

func (x *ProbabilityValue) Reset()

func (*ProbabilityValue) String 

func (x *ProbabilityValue) String() string

type SchemaInfo 

type SchemaInfo struct {
	Columns []*ColumnInfo `protobuf:"bytes,1,rep,name=columns,proto3" json:"columns,omitempty"` // the schema column
	// contains filtered or unexported fields
}

Represent the predictor schema. Used for prediction validation

func (*SchemaInfo) Descriptor deprecated 

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

Deprecated: Use SchemaInfo.ProtoReflect.Descriptor instead.

func (*SchemaInfo) GetColumns 

func (x *SchemaInfo) GetColumns() []*ColumnInfo

func (*SchemaInfo) ProtoMessage 

func (*SchemaInfo) ProtoMessage()

func (*SchemaInfo) ProtoReflect 

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

func (*SchemaInfo) Reset 

func (x *SchemaInfo) Reset()

func (*SchemaInfo) String 

func (x *SchemaInfo) String() string

type ServerLiveRequest 

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

func (*ServerLiveRequest) Descriptor deprecated 

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

Deprecated: Use ServerLiveRequest.ProtoReflect.Descriptor instead.

func (*ServerLiveRequest) ProtoMessage 

func (*ServerLiveRequest) ProtoMessage()

func (*ServerLiveRequest) ProtoReflect 

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

func (*ServerLiveRequest) Reset 

func (x *ServerLiveRequest) Reset()

func (*ServerLiveRequest) String 

func (x *ServerLiveRequest) String() string

type ServerLiveResponse 

type ServerLiveResponse struct {

	// True if the inference server is live, false if not live.
	Live bool `protobuf:"varint,1,opt,name=live,proto3" json:"live,omitempty"`
	// contains filtered or unexported fields
}

func (*ServerLiveResponse) Descriptor deprecated 

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

Deprecated: Use ServerLiveResponse.ProtoReflect.Descriptor instead.

func (*ServerLiveResponse) GetLive 

func (x *ServerLiveResponse) GetLive() bool

func (*ServerLiveResponse) ProtoMessage 

func (*ServerLiveResponse) ProtoMessage()

func (*ServerLiveResponse) ProtoReflect 

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

func (*ServerLiveResponse) Reset 

func (x *ServerLiveResponse) Reset()

func (*ServerLiveResponse) String 

func (x *ServerLiveResponse) String() string

type ServerMetadataRequest 

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

func (*ServerMetadataRequest) Descriptor deprecated 

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

Deprecated: Use ServerMetadataRequest.ProtoReflect.Descriptor instead.

func (*ServerMetadataRequest) ProtoMessage 

func (*ServerMetadataRequest) ProtoMessage()

func (*ServerMetadataRequest) ProtoReflect 

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

func (*ServerMetadataRequest) Reset 

func (x *ServerMetadataRequest) Reset()

func (*ServerMetadataRequest) String 

func (x *ServerMetadataRequest) String() string

type ServerMetadataResponse 

type ServerMetadataResponse struct {

	// The server name.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The server version.
	Version string `protobuf:"bytes,2,opt,name=version,proto3" json:"version,omitempty"`
	// The extensions supported by the server.
	Extensions []string `protobuf:"bytes,3,rep,name=extensions,proto3" json:"extensions,omitempty"`
	// contains filtered or unexported fields
}

func (*ServerMetadataResponse) Descriptor deprecated 

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

Deprecated: Use ServerMetadataResponse.ProtoReflect.Descriptor instead.

func (*ServerMetadataResponse) GetExtensions 

func (x *ServerMetadataResponse) GetExtensions() []string

func (*ServerMetadataResponse) GetName 

func (x *ServerMetadataResponse) GetName() string

func (*ServerMetadataResponse) GetVersion 

func (x *ServerMetadataResponse) GetVersion() string

func (*ServerMetadataResponse) ProtoMessage 

func (*ServerMetadataResponse) ProtoMessage()

func (*ServerMetadataResponse) ProtoReflect 

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

func (*ServerMetadataResponse) Reset 

func (x *ServerMetadataResponse) Reset()

func (*ServerMetadataResponse) String 

func (x *ServerMetadataResponse) String() string

type ServerReadyRequest 

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

func (*ServerReadyRequest) Descriptor deprecated 

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

Deprecated: Use ServerReadyRequest.ProtoReflect.Descriptor instead.

func (*ServerReadyRequest) ProtoMessage 

func (*ServerReadyRequest) ProtoMessage()

func (*ServerReadyRequest) ProtoReflect 

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

func (*ServerReadyRequest) Reset 

func (x *ServerReadyRequest) Reset()

func (*ServerReadyRequest) String 

func (x *ServerReadyRequest) String() string

type ServerReadyResponse 

type ServerReadyResponse struct {

	// True if the inference server is ready, false if not ready.
	Ready bool `protobuf:"varint,1,opt,name=ready,proto3" json:"ready,omitempty"`
	// contains filtered or unexported fields
}

func (*ServerReadyResponse) Descriptor deprecated 

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

Deprecated: Use ServerReadyResponse.ProtoReflect.Descriptor instead.

func (*ServerReadyResponse) GetReady 

func (x *ServerReadyResponse) GetReady() bool

func (*ServerReadyResponse) ProtoMessage 

func (*ServerReadyResponse) ProtoMessage()

func (*ServerReadyResponse) ProtoReflect 

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

func (*ServerReadyResponse) Reset 

func (x *ServerReadyResponse) Reset()

func (*ServerReadyResponse) String 

func (x *ServerReadyResponse) String() string

type ShapValue 

type ShapValue struct {
	Feature string  `protobuf:"bytes,1,opt,name=feature,proto3" json:"feature,omitempty"`
	Value   float32 `protobuf:"fixed32,2,opt,name=value,proto3" json:"value,omitempty"`
	// contains filtered or unexported fields
}

func (*ShapValue) Descriptor deprecated 

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

Deprecated: Use ShapValue.ProtoReflect.Descriptor instead.

func (*ShapValue) GetFeature 

func (x *ShapValue) GetFeature() string

func (*ShapValue) GetValue 

func (x *ShapValue) GetValue() float32

func (*ShapValue) ProtoMessage 

func (*ShapValue) ProtoMessage()

func (*ShapValue) ProtoReflect 

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

func (*ShapValue) Reset 

func (x *ShapValue) Reset()

func (*ShapValue) String 

func (x *ShapValue) String() string

type UnimplementedGRPCInferenceServiceServer 

type UnimplementedGRPCInferenceServiceServer struct {
}

UnimplementedGRPCInferenceServiceServer can be embedded to have forward compatible implementations.

func (*UnimplementedGRPCInferenceServiceServer) GetModel 

func (*UnimplementedGRPCInferenceServiceServer) GetModel(context.Context, *GetModelRequest) (*GetModelResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) GetPredictor 

func (*UnimplementedGRPCInferenceServiceServer) GetPredictor(context.Context, *GetPredictorRequest) (*GetPredictorResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) ModelInfer 

func (*UnimplementedGRPCInferenceServiceServer) ModelInfer(context.Context, *ModelInferRequest) (*ModelInferResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) ModelMetadata 

func (*UnimplementedGRPCInferenceServiceServer) ModelMetadata(context.Context, *ModelMetadataRequest) (*ModelMetadataResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) ModelReady 

func (*UnimplementedGRPCInferenceServiceServer) ModelReady(context.Context, *ModelReadyRequest) (*ModelReadyResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) Predict 

func (*UnimplementedGRPCInferenceServiceServer) Predict(context.Context, *PredictRequest) (*PredictResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) ServerLive 

func (*UnimplementedGRPCInferenceServiceServer) ServerLive(context.Context, *ServerLiveRequest) (*ServerLiveResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) ServerMetadata 

func (*UnimplementedGRPCInferenceServiceServer) ServerMetadata(context.Context, *ServerMetadataRequest) (*ServerMetadataResponse, error)

func (*UnimplementedGRPCInferenceServiceServer) ServerReady 

func (*UnimplementedGRPCInferenceServiceServer) ServerReady(context.Context, *ServerReadyRequest) (*ServerReadyResponse, error)

Source Files

View all Source files

Jump to

Keyboard shortcuts

? : This menu
/ : Search site
f or F : Jump to
y or Y : Canonical URL
go.dev uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Learn more.