Bases: BaseLlamaPack
Snowflake查询引擎包。
它使用snowflake-sqlalchemy连接到Snowflake,然后调用
NLSQLTableQueryEngine来查询数据。
Source code in llama_index/packs/snowflake_query_engine/base.py
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64 | class SnowflakeQueryEnginePack(BaseLlamaPack):
"""Snowflake查询引擎包。
它使用snowflake-sqlalchemy连接到Snowflake,然后调用
NLSQLTableQueryEngine来查询数据。"""
def __init__(
self,
user: str,
password: str,
account: str,
database: str,
schema: str,
warehouse: str,
role: str,
tables: List[str],
**kwargs: Any,
) -> None:
"""初始化参数。"""
# workaround for https://github.com/snowflakedb/snowflake-sqlalchemy/issues/380.
try:
snowflake_sqlalchemy_20_monkey_patches()
except Exception:
raise ImportError("Please run `pip install snowflake-sqlalchemy`")
if not os.environ.get("OPENAI_API_KEY", None):
raise ValueError("OpenAI API Token is missing or blank.")
snowflake_uri = f"snowflake://{user}:{password}@{account}/{database}/{schema}?warehouse={warehouse}&role={role}"
engine = create_engine(snowflake_uri)
self._sql_database = SQLDatabase(engine)
self.tables = tables
self._service_context = ServiceContext.from_defaults()
self.query_engine = NLSQLTableQueryEngine(
sql_database=self._sql_database,
tables=self.tables,
service_context=self._service_context,
)
def get_modules(self) -> Dict[str, Any]:
"""获取模块。"""
return {
"service_context": self._service_context,
"sql_database": self._sql_database,
"query_engine": self.query_engine,
}
def run(self, *args: Any, **kwargs: Any) -> Any:
"""运行流水线。"""
return self.query_engine.query(*args, **kwargs)
|
get_modules
get_modules() -> Dict[str, Any]
获取模块。
Source code in llama_index/packs/snowflake_query_engine/base.py
| def get_modules(self) -> Dict[str, Any]:
"""获取模块。"""
return {
"service_context": self._service_context,
"sql_database": self._sql_database,
"query_engine": self.query_engine,
}
|
run
run(*args: Any, **kwargs: Any) -> Any
运行流水线。
Source code in llama_index/packs/snowflake_query_engine/base.py
| def run(self, *args: Any, **kwargs: Any) -> Any:
"""运行流水线。"""
return self.query_engine.query(*args, **kwargs)
|