experiment

Documentation

Index

• Constants
• Variables
• func ValidateCreateExperimentRequest(req *request.CreateExperimentRequest) error
• func ValidateDeleteExperimentRequest(req *request.DeleteExperimentRequest) error
• func ValidateGetExperimentByIDRequest(req *request.GetExperimentRequest) error
• func ValidateGetExperimentByNameRequest(req *request.GetExperimentRequest) error
• func ValidateRestoreExperimentRequest(req *request.RestoreExperimentRequest) error
• func ValidateSearchExperimentsRequest(req *request.SearchExperimentsRequest) error
• func ValidateSetExperimentTagRequest(req *request.SetExperimentTagRequest) error
• func ValidateUpdateExperimentRequest(req *request.UpdateExperimentRequest) error
• type Service
  • func NewService(config *config.ServiceConfig, tagRepository repositories.TagRepositoryProvider, ...) *Service
  • func (s Service) CreateExperiment(ctx context.Context, ns *models.Namespace, ...) (*models.Experiment, error)
  • func (s Service) DeleteExperiment(ctx context.Context, ns *models.Namespace, ...) error
  • func (s Service) GetExperiment(ctx context.Context, ns *models.Namespace, req *request.GetExperimentRequest) (*models.Experiment, error)
  • func (s Service) GetExperimentByName(ctx context.Context, ns *models.Namespace, req *request.GetExperimentRequest) (*models.Experiment, error)
  • func (s Service) RestoreExperiment(ctx context.Context, ns *models.Namespace, ...) error
  • func (s Service) SearchExperiments(ctx context.Context, ns *models.Namespace, ...) ([]models.Experiment, int, int, error)
  • func (s Service) SetExperimentTag(ctx context.Context, ns *models.Namespace, ...) error
  • func (s Service) UpdateExperiment(ctx context.Context, ns *models.Namespace, ...) error

Constants

const (
	InExpression            = "IN"
	NotInExpression         = "NOT IN"
	LikeExpression          = "LIKE"
	ILikeExpression         = "ILIKE"
	EqualExpression         = "="
	NotEqualExpression      = "!="
	LessExpression          = "<"
	LessOrEqualExpression   = "<="
	GraterExpression        = ">"
	GraterOrEqualExpression = ">="
)

supported expression list.

const (
	MaxResultsPerPage = 1000000
)

Variables

var (
	AllowedViewTypeList = map[request.ViewType]struct{}{
		"":                          {},
		request.ViewTypeAll:         {},
		request.ViewTypeActiveOnly:  {},
		request.ViewTypeDeletedOnly: {},
	}
)

AllowedViewTypeList supported list of ViewType.

Functions

func ValidateCreateExperimentRequest

func ValidateCreateExperimentRequest(req *request.CreateExperimentRequest) error

ValidateCreateExperimentRequest validates `POST /mlflow/experiments/create` request.

func ValidateDeleteExperimentRequest

func ValidateDeleteExperimentRequest(req *request.DeleteExperimentRequest) error

ValidateDeleteExperimentRequest validates `POST /mlflow/experiments/delete` request.

func ValidateGetExperimentByIDRequest

func ValidateGetExperimentByIDRequest(req *request.GetExperimentRequest) error

ValidateGetExperimentByIDRequest validates `GET /mlflow/experiments/get` request.

func ValidateGetExperimentByNameRequest

func ValidateGetExperimentByNameRequest(req *request.GetExperimentRequest) error

ValidateGetExperimentByNameRequest validates `GET /mlflow/experiments/get` request.

func ValidateRestoreExperimentRequest

func ValidateRestoreExperimentRequest(req *request.RestoreExperimentRequest) error

ValidateRestoreExperimentRequest validates `POST /mlflow/experiments/restore` request.

func ValidateSearchExperimentsRequest

func ValidateSearchExperimentsRequest(req *request.SearchExperimentsRequest) error

ValidateSearchExperimentsRequest validates `POST /mlflow/experiments/restore` request.

func ValidateSetExperimentTagRequest

func ValidateSetExperimentTagRequest(req *request.SetExperimentTagRequest) error

ValidateSetExperimentTagRequest validates `POST /mlflow/experiments/set-experiment-tag` request.

func ValidateUpdateExperimentRequest

func ValidateUpdateExperimentRequest(req *request.UpdateExperimentRequest) error

ValidateUpdateExperimentRequest validates `POST /mlflow/experiments/update` request.

Types

type Service

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

Service provides service layer to work with `metric` business logic.

func NewService

func NewService(
	config *config.ServiceConfig,
	tagRepository repositories.TagRepositoryProvider,
	experimentRepository repositories.ExperimentRepositoryProvider,
) *Service

NewService creates new Service instance.

func (Service) CreateExperiment

func (s Service) CreateExperiment(
	ctx context.Context, ns *models.Namespace, req *request.CreateExperimentRequest,
) (*models.Experiment, error)

CreateExperiment creates new Experiment entity.

func (Service) DeleteExperiment

func (s Service) DeleteExperiment(
	ctx context.Context, ns *models.Namespace, req *request.DeleteExperimentRequest,
) error

DeleteExperiment deletes existing Experiment entity.

func (Service) GetExperiment

func (s Service) GetExperiment(
	ctx context.Context, ns *models.Namespace, req *request.GetExperimentRequest,
) (*models.Experiment, error)

GetExperiment returns existing Experiment entity by ID.

func (Service) GetExperimentByName

func (s Service) GetExperimentByName(
	ctx context.Context, ns *models.Namespace, req *request.GetExperimentRequest,
) (*models.Experiment, error)

GetExperimentByName returns existing Experiment entity by Name.

func (Service) RestoreExperiment

func (s Service) RestoreExperiment(
	ctx context.Context, ns *models.Namespace, req *request.RestoreExperimentRequest,
) error

RestoreExperiment restores deleted Experiment entity.

func (Service) SearchExperiments

func (s Service) SearchExperiments(
	ctx context.Context, ns *models.Namespace, req *request.SearchExperimentsRequest,
) ([]models.Experiment, int, int, error)

nolint: gocyclo TODO:get back and fix `gocyclo` problem.

func (Service) SetExperimentTag

func (s Service) SetExperimentTag(
	ctx context.Context, ns *models.Namespace, req *request.SetExperimentTagRequest,
) error

func (Service) UpdateExperiment

func (s Service) UpdateExperiment(
	ctx context.Context, ns *models.Namespace, req *request.UpdateExperimentRequest,
) error

UpdateExperiment updates existing Experiment entity.