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Index ¶
Constants ¶
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Variables ¶
Functions ¶
func ErrToStatus ¶
Types ¶
type ListOptions ¶
type ListOptions struct {
PageSize *int32 // The maximum number of entities to be returned per page.
OrderBy *string // The field by which entities are ordered.
SortOrder *string // The sorting order, which can be "ASC" (ascending) or "DESC" (descending).
NextPageToken *string // A token to retrieve the next page of entities in a paginated result set.
}
ListOptions provides options for listing entities with pagination and sorting. It includes parameters such as PageSize, OrderBy, SortOrder, and NextPageToken.
type ModelRegistryApi ¶
type ModelRegistryApi interface {
// UpsertRegisteredModel create or update a registered model, the behavior follows the same
// approach used by MLMD gRPC api. If Id is provided update the entity otherwise create a new one.
UpsertRegisteredModel(registeredModel *openapi.RegisteredModel) (*openapi.RegisteredModel, error)
// GetRegisteredModelById retrieve RegisteredModel by id
GetRegisteredModelById(id string) (*openapi.RegisteredModel, error)
// GetRegisteredModelByInferenceService retrieve a RegisteredModel by inference service id
GetRegisteredModelByInferenceService(inferenceServiceId string) (*openapi.RegisteredModel, error)
// GetRegisteredModelByParams find RegisteredModel instances that match the provided optional params
GetRegisteredModelByParams(name *string, externalId *string) (*openapi.RegisteredModel, error)
// GetRegisteredModels return all ModelArtifact properly ordered and sized based on listOptions param.
GetRegisteredModels(listOptions ListOptions) (*openapi.RegisteredModelList, error)
// UpsertModelVersion create a new Model Version or update a Model Version associated to a
// specific RegisteredModel identified by registeredModelId parameter
UpsertModelVersion(modelVersion *openapi.ModelVersion, registeredModelId *string) (*openapi.ModelVersion, error)
// GetModelVersionById retrieve ModelVersion by id
GetModelVersionById(id string) (*openapi.ModelVersion, error)
// GetModelVersionByInferenceService retrieve a ModelVersion by inference service id
GetModelVersionByInferenceService(inferenceServiceId string) (*openapi.ModelVersion, error)
// GetModelVersionByParams find ModelVersion instances that match the provided optional params
GetModelVersionByParams(versionName *string, registeredModelId *string, externalId *string) (*openapi.ModelVersion, error)
// GetModelVersions return all ModelArtifact properly ordered and sized based on listOptions param.
// if registeredModelId is provided, return all ModelVersion instances belonging to a specific RegisteredModel
GetModelVersions(listOptions ListOptions, registeredModelId *string) (*openapi.ModelVersionList, error)
UpsertModelVersionArtifact(artifact *openapi.Artifact, modelVersionId string) (*openapi.Artifact, error)
UpsertArtifact(artifact *openapi.Artifact) (*openapi.Artifact, error)
GetArtifactById(id string) (*openapi.Artifact, error)
GetArtifactByParams(artifactName *string, modelVersionId *string, externalId *string) (*openapi.Artifact, error)
GetArtifacts(listOptions ListOptions, modelVersionId *string) (*openapi.ArtifactList, error)
// UpsertModelArtifact creates or inserts an Artifact
UpsertModelArtifact(modelArtifact *openapi.ModelArtifact) (*openapi.ModelArtifact, error)
// GetModelArtifactById retrieve ModelArtifact by id
GetModelArtifactById(id string) (*openapi.ModelArtifact, error)
// GetModelArtifactByInferenceService retrieve a ModelArtifact by inference service id
GetModelArtifactByInferenceService(inferenceServiceId string) (*openapi.ModelArtifact, error)
// GetModelArtifactByParams find ModelArtifact instances that match the provided optional params
GetModelArtifactByParams(artifactName *string, modelVersionId *string, externalId *string) (*openapi.ModelArtifact, error)
// GetModelArtifacts return all ModelArtifact properly ordered and sized based on listOptions param.
// if modelVersionId is provided, return all ModelArtifact instances belonging to a specific ModelVersion
GetModelArtifacts(listOptions ListOptions, modelVersionId *string) (*openapi.ModelArtifactList, error)
// UpsertServingEnvironment create or update a serving environmet, the behavior follows the same
// approach used by MLMD gRPC api. If Id is provided update the entity otherwise create a new one.
UpsertServingEnvironment(registeredModel *openapi.ServingEnvironment) (*openapi.ServingEnvironment, error)
// GetInferenceServiceById retrieve ServingEnvironment by id
GetServingEnvironmentById(id string) (*openapi.ServingEnvironment, error)
// GetServingEnvironmentByParams find ServingEnvironment instances that match the provided optional params
GetServingEnvironmentByParams(name *string, externalId *string) (*openapi.ServingEnvironment, error)
// GetServingEnvironments return all ServingEnvironment properly ordered and sized based on listOptions param
GetServingEnvironments(listOptions ListOptions) (*openapi.ServingEnvironmentList, error)
// UpsertInferenceService create or update an inference service, the behavior follows the same
// approach used by MLMD gRPC api. If Id is provided update the entity otherwise create a new one.
// inferenceService.servingEnvironmentId defines the ServingEnvironment to be associated as parent ownership
// to the newly created InferenceService.
UpsertInferenceService(inferenceService *openapi.InferenceService) (*openapi.InferenceService, error)
// GetInferenceServiceById retrieve InferenceService by id
GetInferenceServiceById(id string) (*openapi.InferenceService, error)
// GetInferenceServiceByParams find InferenceService instances that match the provided optional params
GetInferenceServiceByParams(name *string, parentResourceId *string, externalId *string) (*openapi.InferenceService, error)
// GetInferenceServices return all InferenceService properly ordered and sized based on listOptions param
// if servingEnvironmentId is provided, return all InferenceService instances belonging to a specific ServingEnvironment
// if runtime is provided, filter those InferenceService having that runtime
GetInferenceServices(listOptions ListOptions, servingEnvironmentId *string, runtime *string) (*openapi.InferenceServiceList, error)
// UpsertServeModel create or update a serve model, the behavior follows the same
// approach used by MLMD gRPC api. If Id is provided update the entity otherwise create a new one.
// inferenceServiceId defines the InferenceService to be linked to the newly created ServeModel.
UpsertServeModel(serveModel *openapi.ServeModel, inferenceServiceId *string) (*openapi.ServeModel, error)
// GetServeModelById retrieve ServeModel by id
GetServeModelById(id string) (*openapi.ServeModel, error)
// GetServeModels get all ServeModel objects properly ordered and sized based on listOptions param.
// if inferenceServiceId is provided, return all ServeModel instances belonging to a specific InferenceService
GetServeModels(listOptions ListOptions, inferenceServiceId *string) (*openapi.ServeModelList, error)
}
ModelRegistryApi defines the external API for the Model Registry library
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