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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"),
)
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