whylogs.core.types.typeddataconverter

TODO: implement this using something other than yaml

TypedDataConverter Objects#

class TypedDataConverter()

A class to coerce types on data.

To see available types:

.. code-block:: python

>>> from whylogs.core.types.typeddataconverter import TYPES
>>> print("\\n".join(sorted(TYPES.keys())))

convert#

| @staticmethod
| convert(data)

Convert data to a typed value

If a data is a string, parse data with yaml. Else, return data unchanged

Note: this method is very slow, since it relies on the complex and python-based implementation of yaml.

get_type#

| @staticmethod
| get_type(typed_data)

Extract the data type of a value. See typeddataconvert.TYPES for available types.

Parameters#

typed_data Data processed by TypedDataConverter.convert

Returns#

dtype : TYPES