{ "arguments": { "utilities": { "type_value": "Array", "description": "Respective scores for each candidate. Total number of records must match candidates." }, "candidates": { "type_value": "Array", "description": "Set from which the Exponential mechanism will return an element. Total number of records must match utilities." }, "sensitivity": { "type_value": "Array", "default_python": "None", "default_rust": "None", "description": "Override the sensitivity computed by the library. Rejected unless `protect_sensitivity` is disabled." } }, "id": "ExponentialMechanism", "name": "exponential_mechanism", "options": { "privacy_usage": { "type_proto": "repeated PrivacyUsage", "type_rust": "Vec", "default_python": "None", "description": "Object describing the type and amount of privacy to be used for the mechanism release. Length of privacy_usage must be exactly one." } }, "return": { "type_value": "Array", "description": "Element from the candidate set selected via the Exponential mechanism." }, "description": "Returns an element from a finite set with probability relative to its utility.", "proto_id": 22 }