src/ABSA.py

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

from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
    ABSA_TERM_CATEGORY_SENTIMENT, ABSA_TERM_OPINION_SENTIMENT, ABSA_CATEGORY_SENTIMENT, ABSA_TERM_SENTIMENT
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import (
    None_knowledge,
    
)
from preprocessor.label_funs import (
    extract_aspects_wrapper,
)
import sys

if __name__ == "__main__":
    TASK = ABSA_TERM_SENTIMENT
    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(
                "Extract all the aspects."
            ),
            # knowledge_func=concat_list_knowledge_wrapper("person 2 persona: ", " | "),
            knowledge_func=None_knowledge,
            label_func=extract_aspects_wrapper(" | ", ", "),
        )
    )

    serial_proc.launch()