PipelineCustomScriptStepDetails¶

class oci.data_science.models.PipelineCustomScriptStepDetails(**kwargs)¶

Bases: oci.data_science.models.pipeline_step_details.PipelineStepDetails

The type of step where user provides the step artifact to be executed on an execution engine managed by the pipelines service.

Attributes

`STEP_TYPE_CUSTOM_SCRIPT`	str(object=’’) -> str
`STEP_TYPE_ML_JOB`	str(object=’’) -> str
`depends_on`	Gets the depends_on of this PipelineStepDetails.
`description`	Gets the description of this PipelineStepDetails.
`is_artifact_uploaded`	Gets the is_artifact_uploaded of this PipelineCustomScriptStepDetails.
`step_configuration_details`	Gets the step_configuration_details of this PipelineStepDetails.
`step_infrastructure_configuration_details`	Gets the step_infrastructure_configuration_details of this PipelineCustomScriptStepDetails.
`step_name`	[Required] Gets the step_name of this PipelineStepDetails.
`step_type`	[Required] Gets the step_type of this PipelineStepDetails.

Methods

`__init__`(**kwargs)	Initializes a new PipelineCustomScriptStepDetails object with values from keyword arguments.
`get_subtype`(object_dictionary)	Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

STEP_TYPE_CUSTOM_SCRIPT = 'CUSTOM_SCRIPT'¶

STEP_TYPE_ML_JOB = 'ML_JOB'¶

__init__(**kwargs)¶

Initializes a new PipelineCustomScriptStepDetails object with values from keyword arguments. The default value of the step_type attribute of this class is CUSTOM_SCRIPT and it should not be changed. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:

step_type (str) – The value to assign to the step_type property of this PipelineCustomScriptStepDetails. Allowed values for this property are: “ML_JOB”, “CUSTOM_SCRIPT”
step_name (str) – The value to assign to the step_name property of this PipelineCustomScriptStepDetails.
description (str) – The value to assign to the description property of this PipelineCustomScriptStepDetails.
depends_on (list[str]) – The value to assign to the depends_on property of this PipelineCustomScriptStepDetails.
step_configuration_details (oci.data_science.models.PipelineStepConfigurationDetails) – The value to assign to the step_configuration_details property of this PipelineCustomScriptStepDetails.
step_infrastructure_configuration_details (oci.data_science.models.PipelineInfrastructureConfigurationDetails) – The value to assign to the step_infrastructure_configuration_details property of this PipelineCustomScriptStepDetails.
is_artifact_uploaded (bool) – The value to assign to the is_artifact_uploaded property of this PipelineCustomScriptStepDetails.

depends_on¶

Gets the depends_on of this PipelineStepDetails. The list of step names this current step depends on for execution.

Returns:	The depends_on of this PipelineStepDetails.
Return type:	list[str]

description¶

Gets the description of this PipelineStepDetails. A short description of the step.

Returns:	The description of this PipelineStepDetails.
Return type:	str

static get_subtype(object_dictionary)¶: Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

is_artifact_uploaded¶

Gets the is_artifact_uploaded of this PipelineCustomScriptStepDetails. A flag to indicate whether the artifact has been uploaded for this step or not.

Returns:	The is_artifact_uploaded of this PipelineCustomScriptStepDetails.
Return type:	bool

step_configuration_details¶

Gets the step_configuration_details of this PipelineStepDetails.

Returns:	The step_configuration_details of this PipelineStepDetails.
Return type:	oci.data_science.models.PipelineStepConfigurationDetails

step_infrastructure_configuration_details¶

Gets the step_infrastructure_configuration_details of this PipelineCustomScriptStepDetails.

Returns:	The step_infrastructure_configuration_details of this PipelineCustomScriptStepDetails.
Return type:	oci.data_science.models.PipelineInfrastructureConfigurationDetails

step_name¶

[Required] Gets the step_name of this PipelineStepDetails. The name of the step. It must be unique within the pipeline. This is used to create the pipeline DAG.

Returns:	The step_name of this PipelineStepDetails.
Return type:	str

step_type¶

[Required] Gets the step_type of this PipelineStepDetails. The type of step.

Allowed values for this property are: “ML_JOB”, “CUSTOM_SCRIPT”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The step_type of this PipelineStepDetails.
Return type:	str