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import sys |
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import os |
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sys.path.append("modules/preprocess") |
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from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor |
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from const import ( |
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TEXT2SQL, |
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) |
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from preprocessor.prompt_funcs import const_prompt_func_wrapper |
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from preprocessor.knowledge_funcs import ( |
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origin_knowledge, |
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extract_schema_knowledge_wrapper, |
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) |
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from preprocessor.label_funs import ( |
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extract_sql, |
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) |
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import shutil |
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if __name__ == "__main__": |
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TASK = TEXT2SQL |
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input_data_path = sys.argv[1] |
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output_data_path = sys.argv[2] |
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serial_proc = SerialPreprocessor( |
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SerialConfig( |
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input_data_path, |
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output_data_path, |
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TASK, |
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logger_name=TASK, |
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task_bos_token=f"[{TASK}]", |
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prompt_func=const_prompt_func_wrapper( |
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"Parse the SQL based on the given dialogue context and schema." |
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), |
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knowledge_func=origin_knowledge, |
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turn_knowledge_func=extract_schema_knowledge_wrapper(), |
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label_func=extract_sql, |
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) |
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) |
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serial_proc.launch() |
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shutil.copyfile( |
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os.path.join(input_data_path, "tables.json"), |
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os.path.join(output_data_path, "tables.json"), |
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) |
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if not os.path.exists(os.path.join(output_data_path, "database")): |
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shutil.copytree( |
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os.path.join(input_data_path, "database"), |
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os.path.join(output_data_path, "database"), |
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) |
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