src/QCR.py

import sys

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

from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
    QUESTION_IN_CONTEXT_REWRITING,
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import extract_dict_knowledge_wrapper, None_knowledge
from preprocessor.label_funs import (
    extrac_rewritten,
)

if __name__ == "__main__":
    TASK = QUESTION_IN_CONTEXT_REWRITING
    input_data_path = sys.argv[1]
    output_data_path = sys.argv[2]
    has_knowledge = len(sys.argv) > 3

    kf = (
        extract_dict_knowledge_wrapper(": ", " | ") if has_knowledge else None_knowledge
    )
    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(
                "Rewrite the user utterance of current turn based on the given dialogue context."
            ),
            knowledge_func=kf,
            # knowledge_func=None_knowledge,
            label_func=extrac_rewritten,
        )
    )

    serial_proc.launch()