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utils

allennlp.interpret.attackers.utils

[SOURCE]

get_fields_to_compare#

def get_fields_to_compare(
    inputs: JsonDict,
    instance: Instance,
    input_field_to_attack: str
) -> JsonDict

Gets a list of the fields that should be checked for equality after an attack is performed.

Parameters

  • inputs : JsonDict
    The input you want to attack, similar to the argument to a Predictor, e.g., predict_json().
  • instance : Instance
    A labeled instance that is output from json_to_labeled_instances().
  • input_field_to_attack : str
    The key in the inputs JsonDict you want to attack, e.g., tokens.

Returns

  • fields : JsonDict
    The fields that must be compared for equality.

instance_has_changed#

def instance_has_changed(
    instance: Instance,
    fields_to_compare: JsonDict
)