`whylogs.core.types.typeddataconverter`¶

TODO: implement this using something other than yaml

Module Contents¶

A class to coerce types on data.

class whylogs.core.types.typeddataconverter.TypedDataConverter¶

A class to coerce types on data.

To see available types:

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

static 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.

static get_type(typed_data)¶

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