ColumnsInfo

class ColumnsInfo

Return the role and logical type of each column.

Parameters

n_top_columnsint , optional

amount of columns to show ordered by feature importance (date, index, label are first)

__init__(n_top_columns: int = 10, **kwargs)

__new__(*args, **kwargs)

Methods

ColumnsInfo.add_condition(name, ...)	Add new condition function to the check.
ColumnsInfo.clean_conditions()	Remove all conditions from this check instance.
ColumnsInfo.conditions_decision(result)	Run conditions on given result.
ColumnsInfo.config([include_version, ...])	Return check configuration (conditions' configuration not yet supported).
ColumnsInfo.from_config(conf[, version_unmatch])	Return check object from a CheckConfig object.
ColumnsInfo.from_json(conf[, version_unmatch])	Deserialize check instance from JSON string.
ColumnsInfo.metadata([with_doc_link])	Return check metadata.
ColumnsInfo.name()	Name of class in split camel case.
ColumnsInfo.params([show_defaults])	Return parameters to show when printing the check.
ColumnsInfo.remove_condition(index)	Remove given condition by index.
ColumnsInfo.run(dataset[, model, ...])	Run check.
ColumnsInfo.run_logic(context, dataset_kind)	Run check.
ColumnsInfo.to_json([indent, ...])	Serialize check instance to JSON string.

Examples

Columns Info

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ColumnsInfo.add_condition