pasteur.extras.encoders.MareEncoder

class pasteur.extras.encoders.MareEncoder(*args, _from_factory=False, **kwargs)

Attributes

name

Methods

decode(enc)	rtype: DataFrame
encode(data)	rtype: DataFrame
finalize(meta, tables, ids)	rtype: dict[str, Any]
fit(attr, data)
get_factory(*args, **kwargs)	Returns a factory that registers this module to the system.
get_metadata()	rtype: dict[str | tuple[str], Attribute]
reduce(other)
undo(meta, data)	Undoes the process of finalize(), returns a tuple of (ids, tables).

decode(enc)

Return type:

DataFrame

encode(data)

Return type:

DataFrame

finalize(meta, tables, ids)

Return type:

dict[str, Any]

fit(attr, data)

classmethod get_factory(*args, **kwargs)

Returns a factory that registers this module to the system.

Any *args and **kwargs passed to this function will be saved and passed to the module’s __init__() method when calling build().

get_metadata()

Return type:

dict[str | tuple[str], Attribute]

name: str = 'mare'

reduce(other)

undo(meta, data)

Undoes the process of finalize(), returns a tuple of (ids, tables).

Return type:

tuple[dict[str, DataFrame], dict[str, DataFrame]]