CreateModelStep: Workflow CreateModel class

In DyfanJones/sagemaker-r-workflow: sagemaker pipeline and workflows

Workflow CreateModel class

Description

CreateModel step for workflow.

Super classes

sagemaker.workflow::Entity -> sagemaker.workflow::Step -> sagemaker.workflow::ConfigurableRetryStep -> CreateModelStep

Active bindings

arguments

The arguments dict that is used to call 'create_model'. NOTE: The CreateModelRequest is not quite the args list that workflow needs. ModelName cannot be included in the arguments.

properties

A Properties object representing the DescribeModelResponse data model.

Methods

Public methods

• CreateModelStep$new()

• CreateModelStep$clone()

Inherited methods

• sagemaker.workflow::Step$add_depends_on()

• sagemaker.workflow::Step$format()

• sagemaker.workflow::ConfigurableRetryStep$add_retry_policy()

• sagemaker.workflow::ConfigurableRetryStep$to_request()

---

Method new()

Construct a CreateModelStep, given an 'sagemaker.model.Model' instance. In addition to the Model instance, the other arguments are those that are supplied to the '_create_sagemaker_model' method of the 'sagemaker.model.Model._create_sagemaker_model'.

Usage

CreateModelStep$new(
  name,
  model,
  inputs,
  depends_on = NULL,
  retry_policies = NULL,
  display_name = NULL,
  description = NULL
)

Arguments

name

(str): The name of the CreateModel step.

model

(Model): A 'sagemaker.model.Model' instance.

inputs

(CreateModelInput): A 'sagemaker.inputs.CreateModelInput' instance. Defaults to 'None'.

depends_on

(List[str]): A list of step names this 'sagemaker.workflow.steps.CreateModelStep' depends on

retry_policies

(List[RetryPolicy]): A list of retry policy

display_name

(str): The display name of the CreateModel step.

description

(str): The description of the CreateModel step.

---

Method clone()

The objects of this class are cloneable with this method.

Usage

CreateModelStep$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

DyfanJones/sagemaker-r-workflow documentation built on April 3, 2022, 11:28 p.m.