from evaluate.evaluation_suite import SubTask

preprocessor = lambda x: x["text"].lower()

suite = [
    SubTask(
        data="imdb",
        split="test",
        data_preprocessor=preprocessor,
        args_for_task={
            "metric": "accuracy",
            "input_column": "text",
            "label_column": "label",
            "label_mapping": {
                "LABEL_0": 0.0,
                "LABEL_1": 1.0
            }
        }
    ),
    SubTask(
        data="sst2",
        split="test[:10]",
        data_preprocessor=preprocessor,
        args_for_task={
            "metric": "accuracy",
            "input_column": "sentence",
            "label_column": "label",
            "label_mapping": {
                "LABEL_0": 0.0,
                "LABEL_1": 1.0
            }
        }
    )
]