tensorflow_serving

package
v2.1.4 Latest Latest
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 Go to latest Published: Mar 2, 2020 License: Apache-2.0 Imports: 5 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var ModelType_name = map[int32]string{
	0: "MODEL_TYPE_UNSPECIFIED",
	1: "TENSORFLOW",
	2: "OTHER",
}
View Source 
var ModelType_value = map[string]int32{
	"MODEL_TYPE_UNSPECIFIED": 0,
	"TENSORFLOW":             1,
	"OTHER":                  2,
}

Functions

This section is empty.

Types

type LogCollectorConfig 

type LogCollectorConfig struct {
	// Identifies the type of the LogCollector we will use to collect these logs.
	Type string `protobuf:"bytes,1,opt,name=type,proto3" json:"type,omitempty"`
	// The prefix to use for the filenames of the logs.
	FilenamePrefix       string   `protobuf:"bytes,2,opt,name=filename_prefix,json=filenamePrefix,proto3" json:"filename_prefix,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

func (*LogCollectorConfig) Descriptor 

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

func (*LogCollectorConfig) GetFilenamePrefix 

func (m *LogCollectorConfig) GetFilenamePrefix() string

func (*LogCollectorConfig) GetType 

func (m *LogCollectorConfig) GetType() string

func (*LogCollectorConfig) ProtoMessage 

func (*LogCollectorConfig) ProtoMessage()

func (*LogCollectorConfig) Reset 

func (m *LogCollectorConfig) Reset()

func (*LogCollectorConfig) String 

func (m *LogCollectorConfig) String() string

func (*LogCollectorConfig) XXX_DiscardUnknown 

func (m *LogCollectorConfig) XXX_DiscardUnknown()

func (*LogCollectorConfig) XXX_Marshal 

func (m *LogCollectorConfig) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*LogCollectorConfig) XXX_Merge 

func (m *LogCollectorConfig) XXX_Merge(src proto.Message)

func (*LogCollectorConfig) XXX_Size 

func (m *LogCollectorConfig) XXX_Size() int

func (*LogCollectorConfig) XXX_Unmarshal 

func (m *LogCollectorConfig) XXX_Unmarshal(b []byte) error

type LoggingConfig 

type LoggingConfig struct {
	LogCollectorConfig   *LogCollectorConfig `protobuf:"bytes,1,opt,name=log_collector_config,json=logCollectorConfig,proto3" json:"log_collector_config,omitempty"`
	SamplingConfig       *SamplingConfig     `protobuf:"bytes,2,opt,name=sampling_config,json=samplingConfig,proto3" json:"sampling_config,omitempty"`
	XXX_NoUnkeyedLiteral struct{}            `json:"-"`
	XXX_unrecognized     []byte              `json:"-"`
	XXX_sizecache        int32               `json:"-"`
}

Configuration for logging query/responses.

func (*LoggingConfig) Descriptor 

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

func (*LoggingConfig) GetLogCollectorConfig 

func (m *LoggingConfig) GetLogCollectorConfig() *LogCollectorConfig

func (*LoggingConfig) GetSamplingConfig 

func (m *LoggingConfig) GetSamplingConfig() *SamplingConfig

func (*LoggingConfig) ProtoMessage 

func (*LoggingConfig) ProtoMessage()

func (*LoggingConfig) Reset 

func (m *LoggingConfig) Reset()

func (*LoggingConfig) String 

func (m *LoggingConfig) String() string

func (*LoggingConfig) XXX_DiscardUnknown 

func (m *LoggingConfig) XXX_DiscardUnknown()

func (*LoggingConfig) XXX_Marshal 

func (m *LoggingConfig) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*LoggingConfig) XXX_Merge 

func (m *LoggingConfig) XXX_Merge(src proto.Message)

func (*LoggingConfig) XXX_Size 

func (m *LoggingConfig) XXX_Size() int

func (*LoggingConfig) XXX_Unmarshal 

func (m *LoggingConfig) XXX_Unmarshal(b []byte) error

type ModelConfig 

type ModelConfig struct {
	// Name of the model.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Base path to the model, excluding the version directory.
	// E.g> for a model at /foo/bar/my_model/123, where 123 is the version, the
	// base path is /foo/bar/my_model.
	//
	// (This can be changed once a model is in serving, *if* the underlying data
	// remains the same. Otherwise there are no guarantees about whether the old
	// or new data will be used for model versions currently loaded.)
	BasePath string `protobuf:"bytes,2,opt,name=base_path,json=basePath,proto3" json:"base_path,omitempty"`
	// Type of model.
	// TODO(b/31336131): DEPRECATED. Please use 'model_platform' instead.
	ModelType ModelType `protobuf:"varint,3,opt,name=model_type,json=modelType,proto3,enum=tensorflow.serving.ModelType" json:"model_type,omitempty"` // Deprecated: Do not use.
	// Type of model (e.g. "tensorflow").
	//
	// (This cannot be changed once a model is in serving.)
	ModelPlatform string `protobuf:"bytes,4,opt,name=model_platform,json=modelPlatform,proto3" json:"model_platform,omitempty"`
	// Version policy for the model indicating which version(s) of the model to
	// load and make available for serving simultaneously.
	// The default option is to serve only the latest version of the model.
	//
	// (This can be changed once a model is in serving.)
	ModelVersionPolicy *storage_path.FileSystemStoragePathSourceConfig_ServableVersionPolicy `protobuf:"bytes,7,opt,name=model_version_policy,json=modelVersionPolicy,proto3" json:"model_version_policy,omitempty"`
	// String labels to associate with versions of the model, allowing inference
	// queries to refer to versions by label instead of number. Multiple labels
	// can map to the same version, but not vice-versa.
	//
	// An envisioned use-case for these labels is canarying tentative versions.
	// For example, one can assign labels "stable" and "canary" to two specific
	// versions. Perhaps initially "stable" is assigned to version 0 and "canary"
	// to version 1. Once version 1 passes canary, one can shift the "stable"
	// label to refer to version 1 (at that point both labels map to the same
	// version -- version 1 -- which is fine). Later once version 2 is ready to
	// canary one can move the "canary" label to version 2. And so on.
	VersionLabels map[string]int64 `` /* 189-byte string literal not displayed */
	// Configures logging requests and responses, to the model.
	//
	// (This can be changed once a model is in serving.)
	LoggingConfig        *LoggingConfig `protobuf:"bytes,6,opt,name=logging_config,json=loggingConfig,proto3" json:"logging_config,omitempty"`
	XXX_NoUnkeyedLiteral struct{}       `json:"-"`
	XXX_unrecognized     []byte         `json:"-"`
	XXX_sizecache        int32          `json:"-"`
}

Common configuration for loading a model being served.

func (*ModelConfig) Descriptor 

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

func (*ModelConfig) GetBasePath 

func (m *ModelConfig) GetBasePath() string

func (*ModelConfig) GetLoggingConfig 

func (m *ModelConfig) GetLoggingConfig() *LoggingConfig

func (*ModelConfig) GetModelPlatform 

func (m *ModelConfig) GetModelPlatform() string

func (*ModelConfig) GetModelType deprecated 

func (m *ModelConfig) GetModelType() ModelType

Deprecated: Do not use.

func (*ModelConfig) GetModelVersionPolicy 

func (m *ModelConfig) GetModelVersionPolicy() *storage_path.FileSystemStoragePathSourceConfig_ServableVersionPolicy

func (*ModelConfig) GetName 

func (m *ModelConfig) GetName() string

func (*ModelConfig) GetVersionLabels 

func (m *ModelConfig) GetVersionLabels() map[string]int64

func (*ModelConfig) ProtoMessage 

func (*ModelConfig) ProtoMessage()

func (*ModelConfig) Reset 

func (m *ModelConfig) Reset()

func (*ModelConfig) String 

func (m *ModelConfig) String() string

func (*ModelConfig) XXX_DiscardUnknown 

func (m *ModelConfig) XXX_DiscardUnknown()

func (*ModelConfig) XXX_Marshal 

func (m *ModelConfig) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ModelConfig) XXX_Merge 

func (m *ModelConfig) XXX_Merge(src proto.Message)

func (*ModelConfig) XXX_Size 

func (m *ModelConfig) XXX_Size() int

func (*ModelConfig) XXX_Unmarshal 

func (m *ModelConfig) XXX_Unmarshal(b []byte) error

type ModelConfigList 

type ModelConfigList struct {
	Config               []*ModelConfig `protobuf:"bytes,1,rep,name=config,proto3" json:"config,omitempty"`
	XXX_NoUnkeyedLiteral struct{}       `json:"-"`
	XXX_unrecognized     []byte         `json:"-"`
	XXX_sizecache        int32          `json:"-"`
}

Static list of models to be loaded for serving.

func (*ModelConfigList) Descriptor 

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

func (*ModelConfigList) GetConfig 

func (m *ModelConfigList) GetConfig() []*ModelConfig

func (*ModelConfigList) ProtoMessage 

func (*ModelConfigList) ProtoMessage()

func (*ModelConfigList) Reset 

func (m *ModelConfigList) Reset()

func (*ModelConfigList) String 

func (m *ModelConfigList) String() string

func (*ModelConfigList) XXX_DiscardUnknown 

func (m *ModelConfigList) XXX_DiscardUnknown()

func (*ModelConfigList) XXX_Marshal 

func (m *ModelConfigList) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ModelConfigList) XXX_Merge 

func (m *ModelConfigList) XXX_Merge(src proto.Message)

func (*ModelConfigList) XXX_Size 

func (m *ModelConfigList) XXX_Size() int

func (*ModelConfigList) XXX_Unmarshal 

func (m *ModelConfigList) XXX_Unmarshal(b []byte) error

type ModelServerConfig 

type ModelServerConfig struct {
	// ModelServer takes either a static file-based model config list or an Any
	// proto representing custom model config that is fetched dynamically at
	// runtime (through network RPC, custom service, etc.).
	//
	// Types that are valid to be assigned to Config:
	//	*ModelServerConfig_ModelConfigList
	//	*ModelServerConfig_CustomModelConfig
	Config               isModelServerConfig_Config `protobuf_oneof:"config"`
	XXX_NoUnkeyedLiteral struct{}                   `json:"-"`
	XXX_unrecognized     []byte                     `json:"-"`
	XXX_sizecache        int32                      `json:"-"`
}

ModelServer config.

func (*ModelServerConfig) Descriptor 

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

func (*ModelServerConfig) GetConfig 

func (m *ModelServerConfig) GetConfig() isModelServerConfig_Config

func (*ModelServerConfig) GetCustomModelConfig 

func (m *ModelServerConfig) GetCustomModelConfig() *any.Any

func (*ModelServerConfig) GetModelConfigList 

func (m *ModelServerConfig) GetModelConfigList() *ModelConfigList

func (*ModelServerConfig) ProtoMessage 

func (*ModelServerConfig) ProtoMessage()

func (*ModelServerConfig) Reset 

func (m *ModelServerConfig) Reset()

func (*ModelServerConfig) String 

func (m *ModelServerConfig) String() string

func (*ModelServerConfig) XXX_DiscardUnknown 

func (m *ModelServerConfig) XXX_DiscardUnknown()

func (*ModelServerConfig) XXX_Marshal 

func (m *ModelServerConfig) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*ModelServerConfig) XXX_Merge 

func (m *ModelServerConfig) XXX_Merge(src proto.Message)

func (*ModelServerConfig) XXX_OneofWrappers 

func (*ModelServerConfig) XXX_OneofWrappers() []interface{}

XXX_OneofWrappers is for the internal use of the proto package.

func (*ModelServerConfig) XXX_Size 

func (m *ModelServerConfig) XXX_Size() int

func (*ModelServerConfig) XXX_Unmarshal 

func (m *ModelServerConfig) XXX_Unmarshal(b []byte) error

type ModelServerConfig_CustomModelConfig 

type ModelServerConfig_CustomModelConfig struct {
	CustomModelConfig *any.Any `protobuf:"bytes,2,opt,name=custom_model_config,json=customModelConfig,proto3,oneof"`
}

type ModelServerConfig_ModelConfigList 

type ModelServerConfig_ModelConfigList struct {
	ModelConfigList *ModelConfigList `protobuf:"bytes,1,opt,name=model_config_list,json=modelConfigList,proto3,oneof"`
}

type ModelType 

type ModelType int32

The type of model. TODO(b/31336131): DEPRECATED. 

const (
	ModelType_MODEL_TYPE_UNSPECIFIED ModelType = 0 // Deprecated: Do not use.
	ModelType_TENSORFLOW             ModelType = 1 // Deprecated: Do not use.
	ModelType_OTHER                  ModelType = 2 // Deprecated: Do not use.
)

func (ModelType) EnumDescriptor 

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

func (ModelType) String 

func (x ModelType) String() string

type SamplingConfig 

type SamplingConfig struct {
	// Requests will be logged uniformly at random with this probability. Valid
	// range: [0, 1.0].
	SamplingRate         float64  `protobuf:"fixed64,1,opt,name=sampling_rate,json=samplingRate,proto3" json:"sampling_rate,omitempty"`
	XXX_NoUnkeyedLiteral struct{} `json:"-"`
	XXX_unrecognized     []byte   `json:"-"`
	XXX_sizecache        int32    `json:"-"`
}

func (*SamplingConfig) Descriptor 

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

func (*SamplingConfig) GetSamplingRate 

func (m *SamplingConfig) GetSamplingRate() float64

func (*SamplingConfig) ProtoMessage 

func (*SamplingConfig) ProtoMessage()

func (*SamplingConfig) Reset 

func (m *SamplingConfig) Reset()

func (*SamplingConfig) String 

func (m *SamplingConfig) String() string

func (*SamplingConfig) XXX_DiscardUnknown 

func (m *SamplingConfig) XXX_DiscardUnknown()

func (*SamplingConfig) XXX_Marshal 

func (m *SamplingConfig) XXX_Marshal(b []byte, deterministic bool) ([]byte, error)

func (*SamplingConfig) XXX_Merge 

func (m *SamplingConfig) XXX_Merge(src proto.Message)

func (*SamplingConfig) XXX_Size 

func (m *SamplingConfig) XXX_Size() int

func (*SamplingConfig) XXX_Unmarshal 

func (m *SamplingConfig) XXX_Unmarshal(b []byte) error

Source Files

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