tadkit.catalog.formalizers package

Module contents

class tadkit.catalog.formalizers.PandasFormalizer(data_df=None, dataframe_type='')

Bases: Formalizer

Transforms Data from Confiance DataProvider into standard Data for ML pipelines. This particular class returns pandas DataFrames.

formalize()

Take a data query with a DataPlatformType and return associated data.

Properties:

query_description: Get the description of a data query. available_properties: Get the properties that the formalized data satisfies.

add_available_properties(value)

add_query_description(param_name, param_description)

property available_properties: Sequence[str]

formalize(**query: Dict[str, Number | str | datetime | Sequence[Number] | Sequence[str] | Sequence[datetime]])

get_space_set()

get_timestamps()

property query_description: Dict[str, Dict[str, Number | str | datetime | Sequence[Number] | Sequence[str] | Sequence[datetime]]]

remove_available_properties(value)