AutoMLPipeline Class

Used to hold pipeline responses.

Create an AutoMLPipeline object that wraps pipeline metadata.

Inheritance

builtins.object

AutoMLPipeline

Constructor

AutoMLPipeline(run_context: AutoMLAbstractRunContext, pipeline_script: str, pipeline_id: str, training_size: float | None = None, predicted_time: float | None = None)

Parameters

Name	Description
run_context Required	the child run context for this pipeline
pipeline_script Required	a string representing the pipeline to be run
pipeline_id Required	a hash string used to identify this pipeline
training_size	a float in the range (0.0, 1.0] describing what portion of the data should be used during training. If None provided, the full dataset is used. default value: None
predicted_time	a float that describes the expected number of seconds needed to run this pipeline. default value: None

Attributes

is_ensemble_pipeline

Check whether this pipeline is an ensemble pipeline.

Returns

Type	Description
	True if this pipeline is an ensemble pipeline, false otherwise

training_percent

Return the percentage of data that will be used during training.

Returns

Type	Description
	a percentage value from 0 to 100 inclusive