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

&gt;&gt;&gt; from whylogs.core.types.typeddataconverter import TYPES
&gt;&gt;&gt; print(&quot;\\n&quot;.join(sorted(TYPES.keys())))

 | @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.

 | @staticmethod
 | get_type(typed_data)

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

typed_data Data processed by TypedDataConverter.convert

dtype : TYPES