aito.schema.DataSeriesProperties¶

class aito.schema.DataSeriesProperties(pandas_dtype: str, min_value, max_value)¶

Bases: object

DataSeriesProperties is an utility class that is used to inspect pandas data series properties and infer the Aito data type based on it. It checks the maximum and minimum value and it will convert integers into string, if Aito does support the numeric range.

Methods

`pandas_dtype_to_aito_dtype`(pandas_dtype)	Converts a pandas data type into Aito data type
`to_data_type_schema`()	Provides the AitoDataTypeSchema that is inferred for this data series

Attributes

`MAX_INT_VALUE`
`MIN_INT_VALUE`

classmethod pandas_dtype_to_aito_dtype(pandas_dtype) → str¶

Converts a pandas data type into Aito data type

Return type: str

to_data_type_schema() → aito.schema.AitoDataTypeSchema ¶: Provides the AitoDataTypeSchema that is inferred for this data series