This is a sample code I’d like to run:
for i in range(1,2000):
db = create_engine('mysql://root@localhost/test_database')
conn = db.connect()
#some simple data operations
conn.close()
db.dispose()
Is there a way of running this without getting "Too many connections" errors from MySQL?
I already know I can handle the connection otherwise or have a connection pool. I’d just like to understand how to properly close a connection from sqlalchemy.
Here’s how to write that code correctly:
That is, the
Engineis a factory for connections as well as a pool of connections, not the connection itself. When you sayconn.close(), the connection is returned to the connection pool within the Engine, not actually closed.If you do want the connection to be actually closed, that is, not pooled, disable pooling via
NullPool:With the above
Engineconfiguration, each call toconn.close()will close the underlying DBAPI connection.If OTOH you actually want to connect to different databases on each call, that is, your hardcoded
"localhost/test_database"is just an example and you actually have lots of different databases, then the approach usingdispose()is fine; it will close out every connection that is not checked out from the pool.In all of the above cases, the important thing is that the
Connectionobject is closed viaclose(). If you’re using any kind of “connectionless” execution, that isengine.execute()orstatement.execute(), theResultProxyobject returned from that execute call should be fully read, or otherwise explicitly closed viaclose(). AConnectionorResultProxythat’s still open will prohibit theNullPoolordispose()approaches from closing every last connection.