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[improvement][chat] Move python code out of chat-core module
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61
chat/python/services/sql/examples_reload_run.py
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61
chat/python/services/sql/examples_reload_run.py
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# -*- coding:utf-8 -*-
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import json
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import os
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import sys
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from typing import List, Mapping
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import requests
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sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
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sys.path.append(os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))))
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sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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sys.path.append(os.path.dirname(os.path.abspath(__file__)))
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from instances.logging_instance import logger
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from config.config_parse import (TEXT2DSL_EXAMPLE_NUM, TEXT2DSL_FEWSHOTS_NUM, TEXT2DSL_SELF_CONSISTENCY_NUM,
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LLMPARSER_HOST, LLMPARSER_PORT, TEXT2DSL_IS_SHORTCUT, TEXT2DSL_IS_SELF_CONSISTENCY)
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from few_shot_example.sql_examplar import examplars as sql_examplars
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def text2sql_agent_setting_update(llm_host:str, llm_port:str,
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sql_examplars:List[Mapping[str, str]], example_nums:int):
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url = f"http://{llm_host}:{llm_port}/text2sql_agent_setting_update/"
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payload = {"sqlExamplars":sql_examplars, "exampleNums":example_nums}
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headers = {'content-type': 'application/json'}
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response = requests.post(url, data=json.dumps(payload), headers=headers)
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logger.info(response.text)
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def text2dsl_agent_cs_setting_update(llm_host:str, llm_port:str,
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sql_examplars:List[Mapping[str, str]], example_nums:int, fewshot_nums:int, self_consistency_nums:int):
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url = f"http://{llm_host}:{llm_port}/texg2sqt_cs_agent_setting_update/"
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payload = {"sqlExamplars":sql_examplars,
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"exampleNums":example_nums, "fewshotNums":fewshot_nums, "selfConsistencyNums":self_consistency_nums}
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headers = {'content-type': 'application/json'}
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response = requests.post(url, data=json.dumps(payload), headers=headers)
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logger.info(response.text)
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def text2dsl_agent_wrapper_setting_update(llm_host:str, llm_port:str,
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is_shortcut:bool, is_self_consistency:bool,
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sql_examplars:List[Mapping[str, str]], example_nums:int, fewshot_nums:int, self_consistency_nums:int):
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sql_ids = [str(i) for i in range(0, len(sql_examplars))]
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url = f"http://{llm_host}:{llm_port}/query2sql_setting_update/"
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payload = {"isShortcut":is_shortcut, "isSelfConsistency":is_self_consistency,
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"sqlExamplars":sql_examplars, "sqlIds": sql_ids,
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"exampleNums":example_nums, "fewshotNums":fewshot_nums, "selfConsistencyNums":self_consistency_nums}
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headers = {'content-type': 'application/json'}
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response = requests.post(url, data=json.dumps(payload), headers=headers)
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logger.info(response.text)
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if __name__ == "__main__":
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text2dsl_agent_wrapper_setting_update(LLMPARSER_HOST,LLMPARSER_PORT,
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TEXT2DSL_IS_SHORTCUT, TEXT2DSL_IS_SELF_CONSISTENCY,
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sql_examplars, TEXT2DSL_EXAMPLE_NUM, TEXT2DSL_FEWSHOTS_NUM, TEXT2DSL_SELF_CONSISTENCY_NUM)
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