featuretools.graph_feature#

featuretools.graph_feature(feature, to_file=None, description=False, **kwargs)[source]#

Generates a feature lineage graph for the given feature

Parameters:

  • feature (FeatureBase) – Feature to generate lineage graph for

  • to_file (str, optional) – Path to where the plot should be saved. If set to None (as by default), the plot will not be saved.

  • description (bool or str, optional) – The feature description to use as a caption for the graph. If False, no description is added. Set to True to use an auto-generated description. Defaults to False.

  • kwargs (keywords) – Additional keyword arguments to pass as keyword arguments to the ft.describe_feature function.

Returns:

Graph object that can directly be displayed in Jupyter notebooks.

Return type:

graphviz.Digraph