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"), )