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https://github.com/tencentmusic/supersonic.git
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d79f73eab6
* 1.refactor the retrieval module. 2.refactor the http service module. 3.upgrade text2sql output format the parse for absolute time related expression in query. * fix bug. * upgrade the config module, now support config llm suppoted by langchain. * fix conflicts. * update text2sql config reload to be compitable with new config format. * modify default config. * 1.add self-consistency feature for text2sql. 2.upgrade llm api call from sync to async. 3.refactor text2sql module. 4. refactor semantical retriever modules. * merege with upstream master * add general retrieve service. * add api service for sql_agent for crud opereations of few-shots examples. * modify requirements * add auto-cot feature --------- Co-authored-by: shaoweigong <shaoweigong@tencent.com>
60 lines
1.8 KiB
Python
60 lines
1.8 KiB
Python
# -*- coding:utf-8 -*-
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import re
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import os
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import sys
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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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def schema_link_parse(schema_link_output: str):
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try:
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schema_link_output = schema_link_output.strip()
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pattern = r'Schema_links:(.*)'
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schema_link_output = re.findall(pattern, schema_link_output, re.DOTALL)[0].strip()
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except Exception as e:
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logger.exception(e)
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schema_link_output = None
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return schema_link_output
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def combo_schema_link_parse(schema_linking_sql_combo_output: str):
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try:
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schema_linking_sql_combo_output = schema_linking_sql_combo_output.strip()
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pattern = r'Schema_links:(\[.*?\])|Schema_links: (\[.*?\])'
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schema_links_match = re.search(pattern, schema_linking_sql_combo_output)
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if schema_links_match.group(1):
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schema_links = schema_links_match.group(1)
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elif schema_links_match.group(2):
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schema_links = schema_links_match.group(2)
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else:
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schema_links = None
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except Exception as e:
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logger.exception(e)
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schema_links = None
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return schema_links
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def combo_sql_parse(schema_linking_sql_combo_output: str):
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try:
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schema_linking_sql_combo_output = schema_linking_sql_combo_output.strip()
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pattern = r'SQL:(.*)'
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sql_match = re.search(pattern, schema_linking_sql_combo_output)
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if sql_match:
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sql = sql_match.group(1)
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else:
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sql = None
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except Exception as e:
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logger.exception(e)
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sql = None
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return sql
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