PipelineStepRun¶

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

Bases: object

Detail of each StepRun.

Attributes

`LIFECYCLE_STATE_ACCEPTED`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_CANCELED`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_CANCELING`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_DELETED`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_FAILED`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_IN_PROGRESS`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_SKIPPED`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_SUCCEEDED`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`LIFECYCLE_STATE_WAITING`	A constant which can be used with the lifecycle_state property of a PipelineStepRun.
`STEP_TYPE_CONTAINER`	A constant which can be used with the step_type property of a PipelineStepRun.
`STEP_TYPE_CUSTOM_SCRIPT`	A constant which can be used with the step_type property of a PipelineStepRun.
`STEP_TYPE_DATAFLOW`	A constant which can be used with the step_type property of a PipelineStepRun.
`STEP_TYPE_ML_JOB`	A constant which can be used with the step_type property of a PipelineStepRun.
`lifecycle_details`	Gets the lifecycle_details of this PipelineStepRun.
`lifecycle_state`	Gets the lifecycle_state of this PipelineStepRun.
`step_name`	[Required] Gets the step_name of this PipelineStepRun.
`step_type`	[Required] Gets the step_type of this PipelineStepRun.
`time_finished`	Gets the time_finished of this PipelineStepRun.
`time_started`	[Required] Gets the time_started of this PipelineStepRun.

Methods

`__init__`(**kwargs)	Initializes a new PipelineStepRun 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.

LIFECYCLE_STATE_ACCEPTED = 'ACCEPTED'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “ACCEPTED”

LIFECYCLE_STATE_CANCELED = 'CANCELED'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “CANCELED”

LIFECYCLE_STATE_CANCELING = 'CANCELING'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “CANCELING”

LIFECYCLE_STATE_DELETED = 'DELETED'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “DELETED”

LIFECYCLE_STATE_FAILED = 'FAILED'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “FAILED”

LIFECYCLE_STATE_IN_PROGRESS = 'IN_PROGRESS'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “IN_PROGRESS”

LIFECYCLE_STATE_SKIPPED = 'SKIPPED'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “SKIPPED”

LIFECYCLE_STATE_SUCCEEDED = 'SUCCEEDED'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “SUCCEEDED”

LIFECYCLE_STATE_WAITING = 'WAITING'¶: A constant which can be used with the lifecycle_state property of a PipelineStepRun. This constant has a value of “WAITING”

STEP_TYPE_CONTAINER = 'CONTAINER'¶: A constant which can be used with the step_type property of a PipelineStepRun. This constant has a value of “CONTAINER”

STEP_TYPE_CUSTOM_SCRIPT = 'CUSTOM_SCRIPT'¶: A constant which can be used with the step_type property of a PipelineStepRun. This constant has a value of “CUSTOM_SCRIPT”

STEP_TYPE_DATAFLOW = 'DATAFLOW'¶: A constant which can be used with the step_type property of a PipelineStepRun. This constant has a value of “DATAFLOW”

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

__init__(**kwargs)¶

Initializes a new PipelineStepRun 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 PipelineStepRun. Allowed values for this property are: “ML_JOB”, “CUSTOM_SCRIPT”, “CONTAINER”, “DATAFLOW”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
time_started (datetime) – The value to assign to the time_started property of this PipelineStepRun.
time_finished (datetime) – The value to assign to the time_finished property of this PipelineStepRun.
step_name (str) – The value to assign to the step_name property of this PipelineStepRun.
lifecycle_state (str) – The value to assign to the lifecycle_state property of this PipelineStepRun. Allowed values for this property are: “WAITING”, “ACCEPTED”, “IN_PROGRESS”, “FAILED”, “SUCCEEDED”, “CANCELING”, “CANCELED”, “DELETED”, “SKIPPED”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
lifecycle_details (str) – The value to assign to the lifecycle_details property of this PipelineStepRun.

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.

lifecycle_details¶

Gets the lifecycle_details of this PipelineStepRun. Details of the state of the step run.

Returns:	The lifecycle_details of this PipelineStepRun.
Return type:	str

lifecycle_state¶

Gets the lifecycle_state of this PipelineStepRun. The state of the step run.

Allowed values for this property are: “WAITING”, “ACCEPTED”, “IN_PROGRESS”, “FAILED”, “SUCCEEDED”, “CANCELING”, “CANCELED”, “DELETED”, “SKIPPED”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The lifecycle_state of this PipelineStepRun.
Return type:	str

step_name¶

[Required] Gets the step_name of this PipelineStepRun. The name of the step.

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

step_type¶

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

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

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

time_finished¶

Gets the time_finished of this PipelineStepRun. The date and time the pipeline step run finshed executing in the timestamp format defined by RFC3339.

Returns:	The time_finished of this PipelineStepRun.
Return type:	datetime

time_started¶

[Required] Gets the time_started of this PipelineStepRun. The date and time the pipeline step run was started in the timestamp format defined by RFC3339.

Returns:	The time_started of this PipelineStepRun.
Return type:	datetime