modelv1alpha

type BoundingBox struct {

	// Bounding box top y-axis value
	Top float32 `protobuf:"fixed32,1,opt,name=top,proto3" json:"top,omitempty"`
	// Bounding box left x-axis value
	Left float32 `protobuf:"fixed32,2,opt,name=left,proto3" json:"left,omitempty"`
	// Bounding box width value
	Width float32 `protobuf:"fixed32,3,opt,name=width,proto3" json:"width,omitempty"`
	// Bounding box height value
	Height float32 `protobuf:"fixed32,4,opt,name=height,proto3" json:"height,omitempty"`
	// contains filtered or unexported fields
}

type ClassificationOutput struct {

	// Classification category
	Category string `protobuf:"bytes,1,opt,name=category,proto3" json:"category,omitempty"`
	// Classification score
	Score float32 `protobuf:"fixed32,2,opt,name=score,proto3" json:"score,omitempty"`
	// contains filtered or unexported fields
}

type CreateModelBinaryFileUploadRequest struct {

	// The model to be created
	//
	// The model `name` field is used to identify the model to create.
	// Format: models/{model}
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// Model content in bytes
	Content []byte `protobuf:"bytes,2,opt,name=content,proto3" json:"content,omitempty"`
	// contains filtered or unexported fields
}

type CreateModelBinaryFileUploadResponse struct {

	// The created model
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type CreateModelRequest struct {

	// The model to be created
	//
	// The model `name` field is used to identify the model to create.
	// Format: models/{model}
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type CreateModelResponse struct {

	// The created model
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type DeleteModelRequest struct {

	// Resource name of the model.
	// For example "models/{model}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

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

type DeployModelInstanceRequest struct {

	// Resource name for the model instance to be deployed.
	// Format: models/{model}/instances/{instance}
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

type DeployModelInstanceResponse struct {

	// Deployed model instance
	Instance *ModelInstance `protobuf:"bytes,1,opt,name=instance,proto3" json:"instance,omitempty"`
	// contains filtered or unexported fields
}

type DetectionObject struct {

	// Detection object category
	Category string `protobuf:"bytes,1,opt,name=category,proto3" json:"category,omitempty"`
	// Detection object score
	Score float32 `protobuf:"fixed32,2,opt,name=score,proto3" json:"score,omitempty"`
	// Detection bounding box
	BoundingBox *BoundingBox `protobuf:"bytes,3,opt,name=bounding_box,json=boundingBox,proto3" json:"bounding_box,omitempty"`
	// contains filtered or unexported fields
}

type DetectionOutput struct {

	// A list of detection objects
	Objects []*DetectionObject `protobuf:"bytes,1,rep,name=objects,proto3" json:"objects,omitempty"`
	// contains filtered or unexported fields
}

type GetModelDefinitionRequest struct {

	// Resource name of the model definition.
	// For example "model-definitions/{uuid}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Definition view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `ModelDefinition.model_spec` and
	// `ModelDefinition.model_instance_spec`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,2,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type GetModelDefinitionResponse struct {

	// A model definition instance
	ModelDefinition *ModelDefinition `protobuf:"bytes,1,opt,name=model_definition,json=modelDefinition,proto3" json:"model_definition,omitempty"`
	// contains filtered or unexported fields
}

type GetModelInstanceCardRequest struct {

	// Resource name of the model instance card.
	// For example "models/{model}/instances/{instance}/readme"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

type GetModelInstanceCardResponse struct {

	// Retrieved model instance card
	Readme *ModelInstanceCard `protobuf:"bytes,1,opt,name=readme,proto3" json:"readme,omitempty"`
	// contains filtered or unexported fields
}

type GetModelInstanceRequest struct {

	// Resource name of the model instance.
	// For example "models/{model}/instances/{instance}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Model instance view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `ModelInstance.configuration`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,2,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type GetModelInstanceResponse struct {

	// Retrieved model instance
	Instance *ModelInstance `protobuf:"bytes,1,opt,name=instance,proto3" json:"instance,omitempty"`
	// contains filtered or unexported fields
}

type GetModelRequest struct {

	// Resource name of the model.
	// For example "models/{model}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Model view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `Model.configuration`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,2,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type GetModelResponse struct {

	// The retrieved model
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type Input struct {

	// Input type
	//
	// Types that are assignable to Type:
	//	*Input_ImageUrl
	//	*Input_ImageBase64
	Type isInput_Type `protobuf_oneof:"type"`
	// contains filtered or unexported fields
}

type Input_ImageBase64 struct {
	// Image type base64
	ImageBase64 string `protobuf:"bytes,2,opt,name=image_base64,json=imageBase64,proto3,oneof"`
}

type Input_ImageUrl struct {
	// Image type URL
	ImageUrl string `protobuf:"bytes,1,opt,name=image_url,json=imageUrl,proto3,oneof"`
}

type Keypoint struct {

	// x coordinate
	X float32 `protobuf:"fixed32,1,opt,name=x,proto3" json:"x,omitempty"`
	// y coordinate
	Y float32 `protobuf:"fixed32,2,opt,name=y,proto3" json:"y,omitempty"`
	// visibility
	V float32 `protobuf:"fixed32,3,opt,name=v,proto3" json:"v,omitempty"`
	// contains filtered or unexported fields
}

type KeypointObject struct {

	// Keypoints
	Keypoints []*Keypoint `protobuf:"bytes,1,rep,name=keypoints,proto3" json:"keypoints,omitempty"`
	// Keypoint score
	Score float32 `protobuf:"fixed32,2,opt,name=score,proto3" json:"score,omitempty"`
	// Bounding box object
	BoundingBox *BoundingBox `protobuf:"bytes,3,opt,name=bounding_box,json=boundingBox,proto3" json:"bounding_box,omitempty"`
	// contains filtered or unexported fields
}

type KeypointOutput struct {

	// A list of keypoint objects
	Objects []*KeypointObject `protobuf:"bytes,1,rep,name=objects,proto3" json:"objects,omitempty"`
	// contains filtered or unexported fields
}

type ListModelDefinitionRequest struct {

	// Page size: the maximum number of resources to return. The service may
	// return fewer than this value. If unspecified, at most 10 ModelDefinitions
	// will be returned. The maximum value is 100; values above 100 will be
	// coereced to 100.
	PageSize *int64 `protobuf:"varint,1,opt,name=page_size,json=pageSize,proto3,oneof" json:"page_size,omitempty"`
	// Page token
	PageToken *string `protobuf:"bytes,2,opt,name=page_token,json=pageToken,proto3,oneof" json:"page_token,omitempty"`
	// Definition view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `ModelDefinition.model_spec` and
	// `ModelDefinition.model_instance_spec`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,3,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type ListModelDefinitionResponse struct {

	// a list of ModelDefinition instances
	ModelDefinitions []*ModelDefinition `protobuf:"bytes,1,rep,name=model_definitions,json=modelDefinitions,proto3" json:"model_definitions,omitempty"`
	// Next page token
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// Total count of model definitions
	TotalSize int64 `protobuf:"varint,3,opt,name=total_size,json=totalSize,proto3" json:"total_size,omitempty"`
	// contains filtered or unexported fields
}

type ListModelInstanceRequest struct {

	// The name of the model whose instances we'd like to list.
	// e.g., "models/yolov4"
	Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
	// Page size: the maximum number of resources to return. The service may
	// return fewer than this value. If unspecified, at most 10 model instances
	// will be returned. The maximum value is 100; values above 100 will be
	// coereced to 100.
	PageSize *int64 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3,oneof" json:"page_size,omitempty"`
	// Page token
	PageToken *string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3,oneof" json:"page_token,omitempty"`
	// Model instance view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `ModelInstance.configuration`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,4,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type ListModelInstanceResponse struct {

	// a list of Model instances
	Instances []*ModelInstance `protobuf:"bytes,1,rep,name=instances,proto3" json:"instances,omitempty"`
	// Next page token
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// Total count of model instances
	TotalSize int64 `protobuf:"varint,3,opt,name=total_size,json=totalSize,proto3" json:"total_size,omitempty"`
	// contains filtered or unexported fields
}

type ListModelRequest struct {

	// Page size: the maximum number of resources to return. The service may
	// return fewer than this value. If unspecified, at most 10 models will be
	// returned. The maximum value is 100; values above 100 will be coereced to
	// 100.
	PageSize *int64 `protobuf:"varint,1,opt,name=page_size,json=pageSize,proto3,oneof" json:"page_size,omitempty"`
	// Page token
	PageToken *string `protobuf:"bytes,2,opt,name=page_token,json=pageToken,proto3,oneof" json:"page_token,omitempty"`
	// Model view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `Model.configuration`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,3,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type ListModelResponse struct {

	// a list of Models
	Models []*Model `protobuf:"bytes,1,rep,name=models,proto3" json:"models,omitempty"`
	// Next page token
	NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
	// Total count of models
	TotalSize int64 `protobuf:"varint,3,opt,name=total_size,json=totalSize,proto3" json:"total_size,omitempty"`
	// contains filtered or unexported fields
}

type LivenessRequest struct {

	// HealthCheckRequest message
	HealthCheckRequest *v1alpha.HealthCheckRequest `protobuf:"bytes,1,opt,name=health_check_request,json=healthCheckRequest,proto3,oneof" json:"health_check_request,omitempty"`
	// contains filtered or unexported fields
}

type LivenessResponse struct {

	// HealthCheckResponse message
	HealthCheckResponse *v1alpha.HealthCheckResponse `protobuf:"bytes,1,opt,name=health_check_response,json=healthCheckResponse,proto3" json:"health_check_response,omitempty"`
	// contains filtered or unexported fields
}

type LookUpModelInstanceRequest struct {

	// Permalink of a model instance. For example:
	// "models/{model_uid}/instances/{instance_uid}"
	Permalink string `protobuf:"bytes,1,opt,name=permalink,proto3" json:"permalink,omitempty"`
	// Model instance view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `ModelInstance.configuration`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,2,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type LookUpModelInstanceResponse struct {

	// A model instance
	Instance *ModelInstance `protobuf:"bytes,1,opt,name=instance,proto3" json:"instance,omitempty"`
	// contains filtered or unexported fields
}

type LookUpModelRequest struct {

	// Permalink of a model. For example:
	// "models/{uid}"
	Permalink string `protobuf:"bytes,1,opt,name=permalink,proto3" json:"permalink,omitempty"`
	// Model view (default is VIEW_BASIC)
	// VIEW_UNSPECIFIED/VIEW_BASIC: omit `Model.configuration`
	// VIEW_FULL: show full information
	View *View `protobuf:"varint,2,opt,name=view,proto3,enum=vdp.model.v1alpha.View,oneof" json:"view,omitempty"`
	// contains filtered or unexported fields
}

type LookUpModelResponse struct {

	// A model resource
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type Model struct {

	// Resource name. It must have the format of "models/{model}".
	// For example: "models/yolov4"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Model ID in UUIDv4
	Uid string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
	// Resource ID (the last segment of the resource name) used to construct the
	// resource name. This conforms to RFC-1034, which restricts to letters,
	// numbers, and hyphen, with the first character a letter, the last a letter
	// or a number, and a 63 character maximum.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// Model description
	Description *string `protobuf:"bytes,4,opt,name=description,proto3,oneof" json:"description,omitempty"`
	// Model definition resource name
	ModelDefinition string `protobuf:"bytes,5,opt,name=model_definition,json=modelDefinition,proto3" json:"model_definition,omitempty"`
	// Model configuration represents the configuration JSON that has been
	// validated using the `model_spec` JSON schema of a ModelDefinition
	Configuration *structpb.Struct `protobuf:"bytes,6,opt,name=configuration,proto3" json:"configuration,omitempty"`
	// Model visibility including public or private
	Visibility Model_Visibility `protobuf:"varint,7,opt,name=visibility,proto3,enum=vdp.model.v1alpha.Model_Visibility" json:"visibility,omitempty"`
	// Model owner
	//
	// Types that are assignable to Owner:
	//	*Model_User
	//	*Model_Org
	Owner isModel_Owner `protobuf_oneof:"owner"`
	// Model create time
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Model update time
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// contains filtered or unexported fields
}

type ModelDefinition struct {

	// ModelDefinition resource name. It must have the format of
	// "model-definitions/{model-definition}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// ModelDefinition ID in UUIDv4
	Uid string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
	// ModelDefinition resource ID (the last segment of the resource name) used to
	// construct the resource name.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// ModelDefinition display official title
	Title string `protobuf:"bytes,4,opt,name=title,proto3" json:"title,omitempty"`
	// ModelDefinition documentation url
	DocumentationUrl string `protobuf:"bytes,5,opt,name=documentation_url,json=documentationUrl,proto3" json:"documentation_url,omitempty"`
	// ModelDefinition icon
	Icon string `protobuf:"bytes,6,opt,name=icon,proto3" json:"icon,omitempty"`
	// ModelDefinition release stage
	ReleaseStage ReleaseStage `` /* 134-byte string literal not displayed */
	// ModelDefinition model specification represents the JSON schema used to
	// validate the JSON configurations of a model created from a specific model
	// source. Must be a valid JSON that includes what fields are needed to
	// create/display a model.
	ModelSpec *structpb.Struct `protobuf:"bytes,8,opt,name=model_spec,json=modelSpec,proto3" json:"model_spec,omitempty"`
	// ModelDefinition model instance specification represents the JSON schema
	// used to validate the JSON configurations of a model instance from a
	// specific model source. Must be a valid JSON that includes what fields are
	// needed to display a model instance.
	ModelInstanceSpec *structpb.Struct `protobuf:"bytes,9,opt,name=model_instance_spec,json=modelInstanceSpec,proto3" json:"model_instance_spec,omitempty"`
	// ModelDefinition create time
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// ModelDefinition update time
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// contains filtered or unexported fields
}

type ModelInstance struct {

	// Resource name. It must have the format of
	// "models/{model}/instances/{instance}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Model instance ID in UUIDv4
	Uid string `protobuf:"bytes,2,opt,name=uid,proto3" json:"uid,omitempty"`
	// Model instance ID (the last segment of the resource name), used to
	// construct the resource name. This conforms to RFC-1034, which restricts to
	// letters, numbers, and hyphen, with the first character a letter, the last a
	// letter or a number, and a 63 character maximum.
	Id string `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
	// Model instance state
	State ModelInstance_State `protobuf:"varint,4,opt,name=state,proto3,enum=vdp.model.v1alpha.ModelInstance_State" json:"state,omitempty"`
	// Model instance task
	Task ModelInstance_Task `protobuf:"varint,5,opt,name=task,proto3,enum=vdp.model.v1alpha.ModelInstance_Task" json:"task,omitempty"`
	// Model definition resource name
	ModelDefinition string `protobuf:"bytes,6,opt,name=model_definition,json=modelDefinition,proto3" json:"model_definition,omitempty"`
	// Model instance configuration represents the configuration JSON that
	// has been validated using the `model_instance_spec` JSON schema of a
	// ModelDefinition
	Configuration *structpb.Struct `protobuf:"bytes,7,opt,name=configuration,proto3" json:"configuration,omitempty"`
	// Model instance create time
	CreateTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"`
	// Model instance update time
	UpdateTime *timestamppb.Timestamp `protobuf:"bytes,9,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"`
	// contains filtered or unexported fields
}

type ModelInstanceCard struct {

	// Resource name. It must have the format of
	// "models/{model}/instances/{instance}/readme"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Size of the file
	Size int32 `protobuf:"varint,2,opt,name=size,proto3" json:"size,omitempty"`
	// Type of the resource. Fixed to "file".
	Type string `protobuf:"bytes,3,opt,name=type,proto3" json:"type,omitempty"`
	// Content of the README file in bytes and base64 format
	Content []byte `protobuf:"bytes,4,opt,name=content,proto3" json:"content,omitempty"`
	// Encoding type of the content. Fixed to "base64".
	Encoding string `protobuf:"bytes,5,opt,name=encoding,proto3" json:"encoding,omitempty"`
	// contains filtered or unexported fields
}

type ModelInstance_State int32

type ModelInstance_Task int32

type ModelServiceClient interface {
	// Liveness method receives a LivenessRequest message and returns a
	// LivenessResponse message.
	// See https://github.com/grpc/grpc/blob/master/doc/health-checking.md
	Liveness(ctx context.Context, in *LivenessRequest, opts ...grpc.CallOption) (*LivenessResponse, error)
	// Readiness method receives a ReadinessRequest message and returns a
	// ReadinessResponse message.
	// See https://github.com/grpc/grpc/blob/master/doc/health-checking.md
	Readiness(ctx context.Context, in *ReadinessRequest, opts ...grpc.CallOption) (*ReadinessResponse, error)
	// ListModelDefinition method receives a ListModelDefinitionRequest message
	// and returns a ListModelDefinitionResponse
	ListModelDefinition(ctx context.Context, in *ListModelDefinitionRequest, opts ...grpc.CallOption) (*ListModelDefinitionResponse, error)
	// GetModelDefinition method receives a GetModelDefinitionRequest message and
	// returns a GetModelDefinitionResponse
	GetModelDefinition(ctx context.Context, in *GetModelDefinitionRequest, opts ...grpc.CallOption) (*GetModelDefinitionResponse, error)
	// ListModel method receives a ListModelRequest message and returns a
	// ListModelResponse
	ListModel(ctx context.Context, in *ListModelRequest, opts ...grpc.CallOption) (*ListModelResponse, error)
	// CreateModel method receives a CreateModelRequest message and returns a
	// CreateModelResponse
	CreateModel(ctx context.Context, in *CreateModelRequest, opts ...grpc.CallOption) (*CreateModelResponse, error)
	// CreateModelBinaryFileUpload method receives a
	// CreateModelBinaryFileUploadRequest message and returns a
	// CreateModelBinaryFileUploadResponse message.
	//
	// Endpoint: "POST /v1alpha/models:multipart"
	CreateModelBinaryFileUpload(ctx context.Context, opts ...grpc.CallOption) (ModelService_CreateModelBinaryFileUploadClient, error)
	// GetModel method receives a GetModelRequest message and returns a
	// GetModelResponse
	GetModel(ctx context.Context, in *GetModelRequest, opts ...grpc.CallOption) (*GetModelResponse, error)
	// UpdateModel method receives a UpdateModelRequest message and returns a
	// UpdateModelResponse
	UpdateModel(ctx context.Context, in *UpdateModelRequest, opts ...grpc.CallOption) (*UpdateModelResponse, error)
	// DeleteModel method receives a DeleteModelRequest message and returns a
	// DeleteModelResponse
	DeleteModel(ctx context.Context, in *DeleteModelRequest, opts ...grpc.CallOption) (*DeleteModelResponse, error)
	// LookUpModel method receives a LookUpModelRequest message and returns a
	// LookUpModelResponse
	LookUpModel(ctx context.Context, in *LookUpModelRequest, opts ...grpc.CallOption) (*LookUpModelResponse, error)
	// RenameModel method rename a model
	RenameModel(ctx context.Context, in *RenameModelRequest, opts ...grpc.CallOption) (*RenameModelResponse, error)
	// PublishModel method receives a PublishModelRequest message and returns a
	// PublishModelResponse
	PublishModel(ctx context.Context, in *PublishModelRequest, opts ...grpc.CallOption) (*PublishModelResponse, error)
	// UnpublishModel method receives a UnpublishModelRequest message and returns
	// a UnpublishModelResponse
	UnpublishModel(ctx context.Context, in *UnpublishModelRequest, opts ...grpc.CallOption) (*UnpublishModelResponse, error)
	// ListModelInstance method receives a ListModelInstanceRequest message and
	// returns a ListModelInstanceResponse
	ListModelInstance(ctx context.Context, in *ListModelInstanceRequest, opts ...grpc.CallOption) (*ListModelInstanceResponse, error)
	// GetModelInstance method receives a GetModelInstanceRequest message and
	// returns a GetModelInstanceResponse
	GetModelInstance(ctx context.Context, in *GetModelInstanceRequest, opts ...grpc.CallOption) (*GetModelInstanceResponse, error)
	// LookUpModelInstance method receives a LookUpModelInstanceRequest message
	// and returns a
	// LookUpModelInstanceResponse
	LookUpModelInstance(ctx context.Context, in *LookUpModelInstanceRequest, opts ...grpc.CallOption) (*LookUpModelInstanceResponse, error)
	// DeployModelInstance deploy a model instance to online state
	// TODO: should use [Long-running operations](https://google.aip.dev/151)
	DeployModelInstance(ctx context.Context, in *DeployModelInstanceRequest, opts ...grpc.CallOption) (*DeployModelInstanceResponse, error)
	// UndeployModelInstance undeploy a model instance to offline state
	// TODO: should use [Long-running operations](https://google.aip.dev/151)
	UndeployModelInstance(ctx context.Context, in *UndeployModelInstanceRequest, opts ...grpc.CallOption) (*UndeployModelInstanceResponse, error)
	// GetModelInstanceCard method receives a GetModelInstanceCardRequest message
	// and returns a GetModelInstanceCardResponse
	GetModelInstanceCard(ctx context.Context, in *GetModelInstanceCardRequest, opts ...grpc.CallOption) (*GetModelInstanceCardResponse, error)
	///////////////////////////////////////////////////////
	//
	// TriggerModelInstance method receives a TriggerModelInstanceRequest message
	// and returns a TriggerModelInstanceResponse message.
	TriggerModelInstance(ctx context.Context, in *TriggerModelInstanceRequest, opts ...grpc.CallOption) (*TriggerModelInstanceResponse, error)
	// TriggerModelInstanceBinaryFileUpload method receives a
	// TriggerModelInstanceBinaryFileUploadRequest message and returns a
	// TriggerModelInstanceBinaryFileUploadResponse message.
	//
	// Endpoint: "POST/v1alpha/{name=models/*/instances/*}:trigger-multipart"
	TriggerModelInstanceBinaryFileUpload(ctx context.Context, opts ...grpc.CallOption) (ModelService_TriggerModelInstanceBinaryFileUploadClient, error)
	// TestModelInstance method receives a TestModelInstanceRequest message
	// and returns a TestModelInstanceResponse message.
	TestModelInstance(ctx context.Context, in *TestModelInstanceRequest, opts ...grpc.CallOption) (*TestModelInstanceResponse, error)
	// TestModelInstanceBinaryFileUpload method receives a
	// TestModelInstanceBinaryFileUploadRequest message and returns a
	// TestModelInstanceBinaryFileUploadResponse message.
	//
	// Endpoint: "POST/v1alpha/{name=models/*/instances/*}:test-multipart"
	TestModelInstanceBinaryFileUpload(ctx context.Context, opts ...grpc.CallOption) (ModelService_TestModelInstanceBinaryFileUploadClient, error)
}

type ModelServiceServer interface {
	// Liveness method receives a LivenessRequest message and returns a
	// LivenessResponse message.
	// See https://github.com/grpc/grpc/blob/master/doc/health-checking.md
	Liveness(context.Context, *LivenessRequest) (*LivenessResponse, error)
	// Readiness method receives a ReadinessRequest message and returns a
	// ReadinessResponse message.
	// See https://github.com/grpc/grpc/blob/master/doc/health-checking.md
	Readiness(context.Context, *ReadinessRequest) (*ReadinessResponse, error)
	// ListModelDefinition method receives a ListModelDefinitionRequest message
	// and returns a ListModelDefinitionResponse
	ListModelDefinition(context.Context, *ListModelDefinitionRequest) (*ListModelDefinitionResponse, error)
	// GetModelDefinition method receives a GetModelDefinitionRequest message and
	// returns a GetModelDefinitionResponse
	GetModelDefinition(context.Context, *GetModelDefinitionRequest) (*GetModelDefinitionResponse, error)
	// ListModel method receives a ListModelRequest message and returns a
	// ListModelResponse
	ListModel(context.Context, *ListModelRequest) (*ListModelResponse, error)
	// CreateModel method receives a CreateModelRequest message and returns a
	// CreateModelResponse
	CreateModel(context.Context, *CreateModelRequest) (*CreateModelResponse, error)
	// CreateModelBinaryFileUpload method receives a
	// CreateModelBinaryFileUploadRequest message and returns a
	// CreateModelBinaryFileUploadResponse message.
	//
	// Endpoint: "POST /v1alpha/models:multipart"
	CreateModelBinaryFileUpload(ModelService_CreateModelBinaryFileUploadServer) error
	// GetModel method receives a GetModelRequest message and returns a
	// GetModelResponse
	GetModel(context.Context, *GetModelRequest) (*GetModelResponse, error)
	// UpdateModel method receives a UpdateModelRequest message and returns a
	// UpdateModelResponse
	UpdateModel(context.Context, *UpdateModelRequest) (*UpdateModelResponse, error)
	// DeleteModel method receives a DeleteModelRequest message and returns a
	// DeleteModelResponse
	DeleteModel(context.Context, *DeleteModelRequest) (*DeleteModelResponse, error)
	// LookUpModel method receives a LookUpModelRequest message and returns a
	// LookUpModelResponse
	LookUpModel(context.Context, *LookUpModelRequest) (*LookUpModelResponse, error)
	// RenameModel method rename a model
	RenameModel(context.Context, *RenameModelRequest) (*RenameModelResponse, error)
	// PublishModel method receives a PublishModelRequest message and returns a
	// PublishModelResponse
	PublishModel(context.Context, *PublishModelRequest) (*PublishModelResponse, error)
	// UnpublishModel method receives a UnpublishModelRequest message and returns
	// a UnpublishModelResponse
	UnpublishModel(context.Context, *UnpublishModelRequest) (*UnpublishModelResponse, error)
	// ListModelInstance method receives a ListModelInstanceRequest message and
	// returns a ListModelInstanceResponse
	ListModelInstance(context.Context, *ListModelInstanceRequest) (*ListModelInstanceResponse, error)
	// GetModelInstance method receives a GetModelInstanceRequest message and
	// returns a GetModelInstanceResponse
	GetModelInstance(context.Context, *GetModelInstanceRequest) (*GetModelInstanceResponse, error)
	// LookUpModelInstance method receives a LookUpModelInstanceRequest message
	// and returns a
	// LookUpModelInstanceResponse
	LookUpModelInstance(context.Context, *LookUpModelInstanceRequest) (*LookUpModelInstanceResponse, error)
	// DeployModelInstance deploy a model instance to online state
	// TODO: should use [Long-running operations](https://google.aip.dev/151)
	DeployModelInstance(context.Context, *DeployModelInstanceRequest) (*DeployModelInstanceResponse, error)
	// UndeployModelInstance undeploy a model instance to offline state
	// TODO: should use [Long-running operations](https://google.aip.dev/151)
	UndeployModelInstance(context.Context, *UndeployModelInstanceRequest) (*UndeployModelInstanceResponse, error)
	// GetModelInstanceCard method receives a GetModelInstanceCardRequest message
	// and returns a GetModelInstanceCardResponse
	GetModelInstanceCard(context.Context, *GetModelInstanceCardRequest) (*GetModelInstanceCardResponse, error)
	///////////////////////////////////////////////////////
	//
	// TriggerModelInstance method receives a TriggerModelInstanceRequest message
	// and returns a TriggerModelInstanceResponse message.
	TriggerModelInstance(context.Context, *TriggerModelInstanceRequest) (*TriggerModelInstanceResponse, error)
	// TriggerModelInstanceBinaryFileUpload method receives a
	// TriggerModelInstanceBinaryFileUploadRequest message and returns a
	// TriggerModelInstanceBinaryFileUploadResponse message.
	//
	// Endpoint: "POST/v1alpha/{name=models/*/instances/*}:trigger-multipart"
	TriggerModelInstanceBinaryFileUpload(ModelService_TriggerModelInstanceBinaryFileUploadServer) error
	// TestModelInstance method receives a TestModelInstanceRequest message
	// and returns a TestModelInstanceResponse message.
	TestModelInstance(context.Context, *TestModelInstanceRequest) (*TestModelInstanceResponse, error)
	// TestModelInstanceBinaryFileUpload method receives a
	// TestModelInstanceBinaryFileUploadRequest message and returns a
	// TestModelInstanceBinaryFileUploadResponse message.
	//
	// Endpoint: "POST/v1alpha/{name=models/*/instances/*}:test-multipart"
	TestModelInstanceBinaryFileUpload(ModelService_TestModelInstanceBinaryFileUploadServer) error
}

type ModelService_CreateModelBinaryFileUploadClient interface {
	Send(*CreateModelBinaryFileUploadRequest) error
	CloseAndRecv() (*CreateModelBinaryFileUploadResponse, error)
	grpc.ClientStream
}

type ModelService_CreateModelBinaryFileUploadServer interface {
	SendAndClose(*CreateModelBinaryFileUploadResponse) error
	Recv() (*CreateModelBinaryFileUploadRequest, error)
	grpc.ServerStream
}

type ModelService_TestModelInstanceBinaryFileUploadClient interface {
	Send(*TestModelInstanceBinaryFileUploadRequest) error
	CloseAndRecv() (*TestModelInstanceBinaryFileUploadResponse, error)
	grpc.ClientStream
}

type ModelService_TestModelInstanceBinaryFileUploadServer interface {
	SendAndClose(*TestModelInstanceBinaryFileUploadResponse) error
	Recv() (*TestModelInstanceBinaryFileUploadRequest, error)
	grpc.ServerStream
}

type ModelService_TriggerModelInstanceBinaryFileUploadClient interface {
	Send(*TriggerModelInstanceBinaryFileUploadRequest) error
	CloseAndRecv() (*TriggerModelInstanceBinaryFileUploadResponse, error)
	grpc.ClientStream
}

type ModelService_TriggerModelInstanceBinaryFileUploadServer interface {
	SendAndClose(*TriggerModelInstanceBinaryFileUploadResponse) error
	Recv() (*TriggerModelInstanceBinaryFileUploadRequest, error)
	grpc.ServerStream
}

type Model_Org struct {
	// The resource name of an organization
	Org string `protobuf:"bytes,9,opt,name=org,proto3,oneof"`
}

type Model_User struct {
	// The resource name of a user, e.g., "users/local-user".
	User string `protobuf:"bytes,8,opt,name=user,proto3,oneof"`
}

type Model_Visibility int32

type OcrObject struct {

	// OCR text
	Text string `protobuf:"bytes,1,opt,name=text,proto3" json:"text,omitempty"`
	// OCR text score
	Score float32 `protobuf:"fixed32,2,opt,name=score,proto3" json:"score,omitempty"`
	// OCR bounding box
	BoundingBox *BoundingBox `protobuf:"bytes,3,opt,name=bounding_box,json=boundingBox,proto3" json:"bounding_box,omitempty"`
	// contains filtered or unexported fields
}

type OcrOutput struct {

	// A list of OCR objects
	Objects []*OcrObject `protobuf:"bytes,1,rep,name=objects,proto3" json:"objects,omitempty"`
	// contains filtered or unexported fields
}

type PublishModelRequest struct {

	// Resource name of the model.
	// For example "models/{model}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// contains filtered or unexported fields
}

type PublishModelResponse struct {

	// Published model
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type ReadinessRequest struct {

	// HealthCheckRequest message
	HealthCheckRequest *v1alpha.HealthCheckRequest `protobuf:"bytes,1,opt,name=health_check_request,json=healthCheckRequest,proto3,oneof" json:"health_check_request,omitempty"`
	// contains filtered or unexported fields
}

type ReadinessResponse struct {

	// HealthCheckResponse message
	HealthCheckResponse *v1alpha.HealthCheckResponse `protobuf:"bytes,1,opt,name=health_check_response,json=healthCheckResponse,proto3" json:"health_check_response,omitempty"`
	// contains filtered or unexported fields
}

type ReleaseStage int32

type RenameModelRequest struct {

	// Resource name for the model to be renamed.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// New ID of this model
	NewModelId string `protobuf:"bytes,2,opt,name=new_model_id,json=newModelId,proto3" json:"new_model_id,omitempty"`
	// contains filtered or unexported fields
}

type RenameModelResponse struct {

	// Renamed model
	Model *Model `protobuf:"bytes,1,opt,name=model,proto3" json:"model,omitempty"`
	// contains filtered or unexported fields
}

type TaskOutput struct {

	// The inference task output
	//
	// Types that are assignable to Output:
	//	*TaskOutput_Classification
	//	*TaskOutput_Detection
	//	*TaskOutput_Keypoint
	//	*TaskOutput_Ocr
	//	*TaskOutput_Unspecified
	Output isTaskOutput_Output `protobuf_oneof:"output"`
	// contains filtered or unexported fields
}

type TaskOutput_Classification struct {
	// The classification output
	Classification *ClassificationOutput `protobuf:"bytes,1,opt,name=classification,proto3,oneof"`
}

type TaskOutput_Detection struct {
	// The detection output
	Detection *DetectionOutput `protobuf:"bytes,2,opt,name=detection,proto3,oneof"`
}

type TaskOutput_Keypoint struct {
	// The keypoint output
	Keypoint *KeypointOutput `protobuf:"bytes,3,opt,name=keypoint,proto3,oneof"`
}

type TaskOutput_Ocr struct {
	// The ocr output
	Ocr *OcrOutput `protobuf:"bytes,4,opt,name=ocr,proto3,oneof"`
}

type TaskOutput_Unspecified struct {
	// The unspecified task output
	Unspecified *UnspecifiedOutput `protobuf:"bytes,5,opt,name=unspecified,proto3,oneof"`
}

type TestModelInstanceBinaryFileUploadRequest struct {

	// The resource name of the model instance to trigger.
	// For example "models/{model}/instances/{instance}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// The list of file length for each uploaded binary file
	FileLengths []uint64 `protobuf:"varint,2,rep,packed,name=file_lengths,json=fileLengths,proto3" json:"file_lengths,omitempty"`
	// Content of images in bytes
	Content []byte `protobuf:"bytes,3,opt,name=content,proto3" json:"content,omitempty"`
	// contains filtered or unexported fields
}

type TestModelInstanceBinaryFileUploadResponse struct {

	// The task type
	Task ModelInstance_Task `protobuf:"varint,1,opt,name=task,proto3,enum=vdp.model.v1alpha.ModelInstance_Task" json:"task,omitempty"`
	// The task output from a model instance
	TaskOutputs []*TaskOutput `protobuf:"bytes,2,rep,name=task_outputs,json=taskOutputs,proto3" json:"task_outputs,omitempty"`
	// contains filtered or unexported fields
}

type TestModelInstanceRequest struct {

	// The resource name of the model instance to trigger.
	// For example "models/{model}/instances/{instance}"
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Input to trigger the model instance
	Inputs []*Input `protobuf:"bytes,2,rep,name=inputs,proto3" json:"inputs,omitempty"`
	// contains filtered or unexported fields
}

type TestModelInstanceResponse struct {

	// The task type
	Task ModelInstance_Task `protobuf:"varint,1,opt,name=task,proto3,enum=vdp.model.v1alpha.ModelInstance_Task" json:"task,omitempty"`
	// The task output from a model instance
	TaskOutputs []*TaskOutput `protobuf:"bytes,2,rep,name=task_outputs,json=taskOutputs,proto3" json:"task_outputs,omitempty"`
	// contains filtered or unexported fields
}