src/MRC.py

import sys

sys.path.append("modules/preprocess")

from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import MACHINE_READING_COMPREHENSION, MULTI_REF_SEP
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import extract_dialogue_knowledge_wrapper
from preprocessor.label_funs import (
    extract_turn_utterance,
)

if __name__ == "__main__":
    TASK = MACHINE_READING_COMPREHENSION
    input_data_path = sys.argv[1]
    output_data_path = sys.argv[2]
    serial_proc = SerialPreprocessor(
        SerialConfig(
            input_data_path,
            output_data_path,
            TASK,
            logger_name=TASK,
            task_bos_token=f"[{TASK}]",
            prompt_func=const_prompt_func_wrapper(
                "Answer the question based on the given document and dialogue context."
            ),
            knowledge_func=extract_dialogue_knowledge_wrapper(": ", " | ", ", "),
            label_func=extract_turn_utterance,
            roles_in_history=[["USER"]],
            roles_to_build_example=[["SYSTEM"]],
            multi_ref_sep=MULTI_REF_SEP,
        )
    )

    serial_proc.launch()