How to handle a broken pipe (SIGPIPE) in python?

I've written a simple multi-threaded game server in python that creates a new thread for each client connection. I'm finding that every now and then, the server will crash because of a broken-pipe/SIGPIPE error. I'm pretty sure it is happening when the program tries to send a response back to a client that is no longer present.

What is a good way to deal with this? My preferred resolution would simply close the server-side connection to the client and move on, rather than exit the entire program.

PS: This question/answer deals with the problem in a generic way; how specifically should I solve it?

Read up on the try: statement.

try:
    # do something
except socket.error, e:
    # A socket error
except IOError, e:
    if e.errno == errno.EPIPE:
        # EPIPE error
    else:
        # Other error