logml.eda.artifacts.metadata

Classes

DatasetMetadata()

Simplistic dataset metadata container.

class logml.eda.artifacts.metadata.DatasetMetadata

Bases: object

Simplistic dataset metadata container.

Wraps information on what columns are categorical/numerical.

LABEL = 'metadata'

COLUMNS_CATEGORIES = ['All', 'numeric', 'categorical']

dataset_columns: List[str]

numeric_columns: List[str]

categorical_columns: List[str]

get_columns_by_category(category: str) → List[str]: Returns a subset of columns using a given subset category.

columns_to_indices(category: str, columns: List[str]) → numpy.array: Finds indices of a given columns list in the category’s columns list.