from opencompass.openicl.icl_prompt_template import PromptTemplate
from opencompass.openicl.icl_retriever import ZeroRetriever
from opencompass.openicl.icl_inferencer import GenInferencer
from opencompass.openicl.icl_evaluator import AccEvaluator
from opencompass.datasets import CluewscDataset_V2
from opencompass.utils.text_postprocessors import first_capital_postprocess

cluewsc_reader_cfg = dict(
    input_columns=["span1", "span2", "text", "new_text"],
    output_column="label",
)

cluewsc_infer_cfg = dict(
    prompt_template=dict(
        type=PromptTemplate,
        template=dict(round=[
            dict(
                role="HUMAN",
                prompt=
                "{text}\n此处，“{span2}”是否指代“{span1}“？\nA. 是\nB. 否\n请从”A“，”B“中进行选择。\n答：",
            ),
        ]),
    ),
    retriever=dict(type=ZeroRetriever),
    inferencer=dict(type=GenInferencer),
)

cluewsc_eval_cfg = dict(
    evaluator=dict(type=AccEvaluator),
    pred_role="BOT",
    pred_postprocessor=dict(type=first_capital_postprocess),
)

cluewsc_datasets = [
    dict(
        abbr="cluewsc-dev",
        type=CluewscDataset_V2,
        path="./data/FewCLUE/cluewsc/dev_few_all.json",
        reader_cfg=cluewsc_reader_cfg,
        infer_cfg=cluewsc_infer_cfg,
        eval_cfg=cluewsc_eval_cfg,
    ),
    dict(
        abbr="cluewsc-test",
        type=CluewscDataset_V2,
        path="./data/FewCLUE/cluewsc/test_public.json",
        reader_cfg=cluewsc_reader_cfg,
        infer_cfg=cluewsc_infer_cfg,
        eval_cfg=cluewsc_eval_cfg,
    ),
]