PipelineStepDetails¶

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

Bases: object

A step in the pipeline.

Attributes

`STEP_TYPE_CUSTOM_SCRIPT`	A constant which can be used with the step_type property of a PipelineStepDetails.
`STEP_TYPE_ML_JOB`	A constant which can be used with the step_type property of a PipelineStepDetails.
`depends_on`	Gets the depends_on of this PipelineStepDetails.
`description`	Gets the description of this PipelineStepDetails.
`step_configuration_details`	Gets the step_configuration_details of this PipelineStepDetails.
`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 PipelineStepDetails 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'¶: A constant which can be used with the step_type property of a PipelineStepDetails. This constant has a value of “CUSTOM_SCRIPT”

STEP_TYPE_ML_JOB = 'ML_JOB'¶: A constant which can be used with the step_type property of a PipelineStepDetails. This constant has a value of “ML_JOB”

__init__(**kwargs)¶

Initializes a new PipelineStepDetails object with values from keyword arguments. This class has the following subclasses and if you are using this class as input to a service operations then you should favor using a subclass over the base class:

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 PipelineStepDetails. 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’.
step_name (str) – The value to assign to the step_name property of this PipelineStepDetails.
description (str) – The value to assign to the description property of this PipelineStepDetails.
depends_on (list[str]) – The value to assign to the depends_on property of this PipelineStepDetails.
step_configuration_details (oci.data_science.models.PipelineStepConfigurationDetails) – The value to assign to the step_configuration_details property of this PipelineStepDetails.

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.

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_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