I now use Python3.4 and I want to use asynchronous mysql client in Tornado. I have found torndb but after reading its source code, I think it couldn't make asynchronous mysql operations because it just encapsulates MySQLdb package.
So is there a way to make asynchronous mysql operations in Tornado?
The canonical way to use MySQL with tornado is to use a separate set of processes to talk to MySQL and use asynchronous http requests to talk to those servers (see also answer #2 in Is Tornado really non-blocking?). These processes can be on the same machine and using tornado, or application servers somewhere else. A minimal example:
That said, if the main thing your web server is doing is talking to MySQL directly tornado doesn't win you much (as you'll need as many processes as you want concurrent MySQL connections). In that case a better stack might well be nginx+uwsgi+python. What tornado's really good for is talking to multiple backend servers, using HTTP, potentially in parallel.