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Entities validator

Module superwise.controller.summary.entities_validator

Functions

compute_secondary_boolean(row)

compute_secondary_categorical(row)

compute_secondary_numeric(skewness)

Classes

EntitiesValidationError(reason) Unspecified run-time error.

Ancestors (in MRO)

  • builtins.RuntimeError
  • builtins.Exception
  • builtins.BaseException

EntitiesValidator(version_entities_df, data, MAX_DIMENSIONS=None) version_entities_df name | type | role | is_dimension task task_type_id label -> mapper of external to internal prediction -> mapper of external to internal

Static methods

assert_range(data, column, column_description, expected_min, expected_max)

Methods

convert_to_data_type(self)

infer_data_type(self)

infer_secondary_type(self)

prepare(self) Validate and prepare the data

validate_dtypes(self)