arthurai.datasets.arthur_example.ArthurExampleSchema#

class arthurai.datasets.arthur_example.ArthurExampleSchema(arthur_model, default_data_split_test_size=0.3, default_random_state=278487)#

Class for the schema of all the data used in an Arthur Example

Methods

`clean_nones`	Helper function to filter out None objects from a json or dictionary representation of an object
`from_dict`	rtype `TypeVar`(`A`, bound= `DataClassJsonMixin`)
`from_json`	rtype `TypeVar`(`A`, bound= `DataClassJsonMixin`)
`schema`	rtype `SchemaF`[`TypeVar`(`A`)]
`to_dict`	Creates a dictionary representation of this object
`to_json`	Creates a json representation of this object

Attributes

static clean_nones(d)#

Helper function to filter out None objects from a json or dictionary representation of an object

Parameters: d – a Dictionary or Json representation of an ArthurBaseJsonDataclass object
Returns: Dictionary of the object with all None components removed

to_dict(skip_none=True)#

Creates a dictionary representation of this object

This function can be applied to any extension of the ArthurBaseJsonDataClass

to_json(skip_none=True)#

Creates a json representation of this object

This function can be applied to any extension of the ArthurBaseJsonDataClass