abacusai.pipeline_step_version

Classes

PipelineStepVersion

A version of a pipeline step.

Module Contents

class abacusai.pipeline_step_version.PipelineStepVersion(client, stepName=None, pipelineStepVersion=None, pipelineStepId=None, pipelineId=None, pipelineVersion=None, createdAt=None, updatedAt=None, status=None, error=None, outputErrors=None, pythonFunctionId=None, functionVariableMappings=None, stepDependencies=None, outputVariableMappings=None, cpuSize=None, memory=None, timeout=None, pipelineStepVersionReferences={}, codeSource={})

Bases: abacusai.return_class.AbstractApiClass

A version of a pipeline step.

Parameters:
  • client (ApiClient) – An authenticated API Client instance

  • stepName (str) – The name of the step.

  • pipelineStepVersion (str) – The reference to the pipeline step version.

  • pipelineStepId (str) – The reference to this step.

  • pipelineId (str) – The reference to the pipeline this step belongs to.

  • pipelineVersion (str) – The reference to the pipeline version.

  • createdAt (str) – The date and time which this step was created.

  • updatedAt (str) – The date and time when this step was last updated.

  • status (str) – The status of the pipeline version.

  • error (str) – The error message if the pipeline step failed.

  • outputErrors (str) – The error message of a pipeline step’s output.

  • pythonFunctionId (str) – The reference to the python function

  • functionVariableMappings (dict) – The mappings for function parameters’ names.

  • stepDependencies (list[str]) – List of steps this step depends on.

  • outputVariableMappings (dict) – The mappings for the output variables to the step.

  • cpuSize (str) – CPU size specified for the step function.

  • memory (int) – Memory in GB specified for the step function.

  • timeout (int) – The timeout in minutes for the pipeline step.

  • pipelineStepVersionReferences (PipelineStepVersionReference) – A list to the output instances of the pipeline step version.

  • codeSource (CodeSource) – Information about the source code of the pipeline step version.

step_name
pipeline_step_version
pipeline_step_id
pipeline_id
pipeline_version
created_at
updated_at
status
error
output_errors
python_function_id
function_variable_mappings
step_dependencies
output_variable_mappings
cpu_size
memory
timeout
pipeline_step_version_references
code_source
deprecated_keys
__repr__()
to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict

refresh()

Calls describe and refreshes the current object’s fields

Returns:

The current object

Return type:

PipelineStepVersion

describe()

Describes a pipeline step version.

Parameters:

pipeline_step_version (str) – The ID of the pipeline step version.

Returns:

An object describing the pipeline step version.

Return type:

PipelineStepVersion

get_step_version_logs()

Gets the logs for a given step version.

Parameters:

pipeline_step_version (str) – The id of the pipeline step version.

Returns:

Object describing the pipeline step logs.

Return type:

PipelineStepVersionLogs