The intended way is to attach the formatter to each handler as you're creating them.
Since you're supposed to set up logging destinations in one, central place at the start of the main program, this isn't so taxing to do.
E.g. this is the stock logging set-up code that I use in my scripts that are to be run autonomously:
# set up logging #####################################
import sys,logging,logging.handlers,os.path
log_file=os.path.splitext(__file__)[0]+".log"
l = logging.getLogger()
l.setLevel(logging.DEBUG)
f = logging.Formatter('%(asctime)s %(process)d:%(thread)d %(name)s %(levelname)-8s %(message)s')
h=logging.StreamHandler(sys.stdout)
h.setLevel(logging.NOTSET)
h.setFormatter(f)
l.addHandler(h)
h=logging.handlers.RotatingFileHandler(log_file,maxBytes=1024**2,backupCount=1)
h.setLevel(logging.NOTSET)
h.setFormatter(f)
l.addHandler(h)
del h,f
#hook to log unhandled exceptions
def excepthook(type,value,traceback):
logging.error("Unhandled exception occured",exc_info=(type,value,traceback))
#Don't need another copy of traceback on stderr
if old_excepthook!=sys.__excepthook__:
old_excepthook(type,value,traceback)
old_excepthook = sys.excepthook
sys.excepthook = excepthook
del excepthook,log_file
# ####################################################
There are other methods but each has a downside: