src/T2S.py

import sys
import os

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

from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
    TEXT2SQL,
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import (
    origin_knowledge,
    extract_schema_knowledge_wrapper,
)
from preprocessor.label_funs import (
    extract_sql,
)

import shutil

if __name__ == "__main__":
    # 8. Text2SQL
    TASK = TEXT2SQL
    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(
                "Parse the SQL based on the given dialogue context and schema."
            ),
            knowledge_func=origin_knowledge,
            turn_knowledge_func=extract_schema_knowledge_wrapper(),
            label_func=extract_sql,
        )
    )

    serial_proc.launch()

    shutil.copyfile(
        os.path.join(input_data_path, "tables.json"),
        os.path.join(output_data_path, "tables.json"),
    )

    if not os.path.exists(os.path.join(output_data_path, "database")):
        shutil.copytree(
            os.path.join(input_data_path, "database"),
            os.path.join(output_data_path, "database"),
        )