src/DT.py

import sys

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

from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
    DATA_TO_TEXT, MULTI_REF_SEP
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import (
    extract_dict_knowledge_wrapper,
)
from preprocessor.label_funs import (
    extract_turn_utterance,
)
import sys

if __name__ == "__main__":
    # 2. Emotion Recognition
    TASK = DATA_TO_TEXT
    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(
                "Generate the corresponding text based on the given knowledge."
            ),
            knowledge_func=extract_dict_knowledge_wrapper(": ", " | "),
            label_func=extract_turn_utterance,
            roles_in_history=[],
            multi_ref_sep=MULTI_REF_SEP
        )
    )

    serial_proc.launch()