问题描述:在使用llama_index库的NLSQLTableQueryEngine时,即使在初始化数据库连接时将view_support设置为True,视图仍然无法正常工作。
解决方案:请确保在初始化数据库连接时将view_support设置为True,并检查是否正确导入了相关库和模块。如果问题仍然存在,请尝试更新llama_index库到最新版本。
1102 except exc.UnreflectableTableError as err:
1103 if key not in unreflectable:
File :2, in get_columns(self, connection, table_name, schema, **kw)
File ~\anaconda3\envs\dbgpt\lib\site-packages\sqlalchemy\engine\reflection.py:97, in cache(fn, self, con, *args, **kw)
95 ret: _R = info_cache.get(key)
96 if ret is None:
---> 97 ret = fn(self, con, *args, **kw)
98 info_cache[key] = ret
99 return ret
File ~\anaconda3\envs\dbgpt\lib\site-packages\sqlalchemy\dialects\mysql\base.py:2917, in MySQLDialect.get_columns(self, connection, table_name, schema, **kw)
2915 @reflection.cache
2916 def get_columns(self, connection, table_name, schema=None, **kw):
-> 2917 parsed_state = self._parsed_state_or_create(
2918 connection, table_name, schema, **kw
2919 )
2920 if parsed_state.columns:
2921 return parsed_state.columns
File ~\anaconda3\envs\dbgpt\lib\site-packages\sqlalchemy\dialects\mysql\base.py:3177, in MySQLDialect._parsed_state_or_create(self, connection, table_name, schema, **kw)
3174 def _parsed_state_or_create(
3175 self, connection, table_name, schema=None, **kw
3176 ):
-> 3177 return self._setup_parser(
3178 connection,
3179 table_name,
3180 schema,
3181 info_cache=kw.get("info_cache", None),
3182 )
File :2, in _setup_parser(self, connection, table_name, schema, **kw)
File ~\anaconda3\envs\dbgpt\lib\site-packages\sqlalchemy\engine\reflection.py:97, in cache(fn, self, con, *args, **kw)
95 ret: _R = info_cache.get(key)
96 if ret is None:
---> 97 ret = fn(self, con, *args, **kw)
98 info_cache[key] = ret
99 return ret
File ~\anaconda3\envs\dbgpt\lib\site-packages\sqlalchemy\dialects\mysql\base.py:3212, in MySQLDialect._setup_parser(self, connection, table_name, schema, **kw)
3207 if parser._check_view(sql):
3208 # Adapt views to something table-like.
3209 columns = self._describe_table(
3210 connection, None, charset, full_name=full_name
3211 )
-> 3212 sql = parser._describe_to_create(table_name, columns)
3213 return parser.parse(sql, charset)
File ~\anaconda3、envs、dbgpt、lib、site-packages、sqlalchemy、dialects、mysql、reflection。py:350, in MySQLTableDefinitionParser._describe_to_create(self、table_name、columns)
348 line.append("NOT NULL")
349 if default:
--> 350 if "auto_increment" in default:
351 pass
352 elif col_type.startswith("timestamp") and default.startswith(
353 "C"
354 ):
TypeError: a bytes-like object is required, not 'str'
it's giving an error
1条答案
按热度按时间ymdaylpp1#
你在使用
NLSQLTableQueryEngine
与视图一起工作时遇到的问题,即使在设置了view_support=True
之后,仍然是由于NLSQLTableQueryEngine
类没有任何实现或参数可以直接处理或检查view_support
。view_support
参数在初始化和模式反射期间被SQLDatabase
类正确处理,但这种支持并不会自动扩展到NLSQLTableQueryEngine
。为了在
NLSQLTableQueryEngine
中支持视图,你需要确保NLSQLRetriever
和其他相关组件已正确配置以处理视图。以下是你可以遵循的步骤:将视图包含在表列表中:确保视图包含在
NLSQLRetriever
可以查询的表列表中。可以通过修改初始化NLSQLRetriever
时的tables
参数来实现这一点。获取表上下文:
_get_table_context
方法应该能够检索视图以及表的模式信息。此方法构造包含表/视图模式信息的上下文字符串。以下是如何调整初始化以包含视图的示例: