from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import PPLInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import MultiRCDataset

MultiRC_reader_cfg = dict(
    input_columns=['question', 'text', 'answer'], output_column='label')

MultiRC_infer_cfg = dict(
    prompt_template=dict(
        type=PromptTemplate,
        template={
            0: "Passage:{text}。\nQuestion:{question}。\nAnswer: {answer}. It is false.",
            1: "Passage:</P>。\nQuestion:{question}。\nAnswer: {answer}. It is true.",
        }),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=PPLInferencer))

MultiRC_eval_cfg = dict(evaluator=dict(type=AccEvaluator))

MultiRC_datasets = [
    dict(
        type=MultiRCDataset,
        abbr='MultiRC',
        path='./data/SuperGLUE/MultiRC/val.jsonl',
        reader_cfg=MultiRC_reader_cfg,
        infer_cfg=MultiRC_infer_cfg,
        eval_cfg=MultiRC_eval_cfg)
]
