Data
- class compas.data.Data(name=None)[source]
Bases:
object
Abstract base class for all COMPAS data objects.
- Attributes
DATASCHEMA (
schema.Schema
) – The schema of the data dict.JSONSCHEMA (dict) – The schema of the serialized data dict.
data (dict) – The fundamental data describing the object. The structure of the data dict is defined by the implementing classes.
Methods
copy
([cls])Make an independent copy of the data object.
from_data
(data)Construct an object of this type from the provided data.
from_json
(filepath)Construct an object from serialized data contained in a JSON file.
from_jsonstring
(string)Construct an object from serialized data contained in a JSON string.
to_data
()Convert an object to its native data representation.
to_json
(filepath[, pretty])Serialize the data representation of an object to a JSON file.
to_jsonstring
([pretty])Serialize the data representation of an object to a JSON string.
Validate the object’s data against its data schema (self.DATASCHEMA).
Validate the object’s data against its json schema (self.JSONSCHEMA).