abacusai.type_violation

Module Contents

Classes

TypeViolation

Summary of important type mismatches for a feature discovered by a model monitoring instance

class abacusai.type_violation.TypeViolation(client, name=None, trainingDataType=None, predictionDataType=None)

Bases: abacusai.return_class.AbstractApiClass

Summary of important type mismatches for a feature discovered by a model monitoring instance

Parameters:
  • client (ApiClient) – An authenticated API Client instance

  • name (str) – Name of feature.

  • trainingDataType (str) – Data type of training feature that doesn’t match the type of the corresponding prediction feature.

  • predictionDataType (str) – Data type of prediction feature that doesn’t match the type of the corresponding training feature.

__repr__()

Return repr(self).

to_dict()

Get a dict representation of the parameters in this class

Returns:

The dict value representation of the class parameters

Return type:

dict