Archive for October, 2009

Python Quirks in Cmd, urllib2, and decorators

Wednesday, October 28th, 2009

So, if you haven’t been following along, Python programming now occupies the bulk of my work day.

While I really like writing code and like it more using Python, no language is without its quirks. Let me say up front that I don’t consider these quirks bugs or big hulking issues. I’m not trying to bash the language. I’m just trying to help folks who trip over some of these things that I found to be slightly less than obvious.

Python’s Cmd Module and Handling Arguments

Using the Python Cmd module lets you create a program that provides an interactive shell interface to your users. It’s really simple, too. You just create a class that inherits from cmd.Cmd, and define a bunch of methods named do_<something>, where <something> is the actual command your user will run in your custom shell.

So if you want users to be able to launch your app, be greeted with a prompt, type “hello”, and have something happen in response, you just define a method called “do_hello” and whatever code you put there will be run when a user types “hello” in your shell. Here’s what that would look like:

import cmd

class MyShell(cmd.Cmd):
   def do_hello(self):
      print "Hello!"

# Kick off the shell
shell = MyShell()

Of course, what’s a shell without command line options and arguments? For example, I created a shell-based app using Cmd that allowed users to run a ‘connect’ command with arguments for host, port, user, and password. Within the shell, the command would look something like this:

> connect -h mybox -u jonesy -p mypass

Note that the “>” is the prompt, not part of the command.

The idea here is that you pass the arguments to the option flags, and you can set sane defaults in the application for missing args (for example, I didn’t provide a port here — I’m leaning on a default, but I did provide a host, since the default might be ‘localhost’).

Passing just one, single-word argument with Cmd is dead easy, because all of the command methods receive a string that contains *everything* on the line after the actual command. If you’re expecting such an argument, just make sure your ‘do_something’ method accepts the incoming string. So, to let users see what “hello” looks like in Spanish, we can accept “esp” as an argument to our command:

class MyShell(cmd.Cmd):
   def do_hello(self, arg):
      print "Hello! %s" % arg

The problems come when you want more than one argument, or when you want flags with arguments. For example, in the earlier “connect” example, my “do_connect” method is still only going to get one big, long string passed to it — not a list of arguments. So where in a normal program you might do something like:

class MyShell(cmd.Cmd):
   def do_connect(self, host='localhost', port='42', user='guest', password='guest'):
      #...connection code here...

In a Cmd method, you’re just going to define it like we did the do_hello method above: it takes ‘self’ and ‘args’, where ‘args’ is one long line.

A couple of quick workarounds I’ve tried:

Parse the line yourself. I created a method in my Cmd app called ‘parseargs’ that just takes the big long line and returns a dictionary. My specific application only takes ‘name=value’ arguments, so I do this:

         d = dict([arg.split('=') for arg in args.split()])

And return the dictionary to the calling method. My connect method can then check for keys in the dictionary and set things up. It’s longer an a little more arduous, but not too bad.

Use optparse. You can instantiate a parser right inside your do_x methods. If you have a lot of methods that all need to take several flags and args, this could become cumbersome, but for one or two it’s not so bad. The key to doing this is creating a list from the Big Long Line and passing it to the parse_args() method of your parser object. Here’s what it looks like:

class MyShell(cmd.Cmd):
   def do_touch(self, line):
      parser = optparse.OptionParser()
      parser.add_option('-f', '--file', dest='fname')
      parser.add_option('-d', '--dir', dest='dir')
      (options,args) = parser.parse_args(line.split())

      print "Directory: %s" % options.dir
      print "File name: %s" % options.fname

This method is just an example, so don’t scratch your head looking for “import os” or anything 🙂

This is probably the more elegant solution, since it doesn’t require you to restrict your users to passing args in a particular way, and doesn’t require you to come up with fancy CLI argument parsing algorithms.

Using urllib2 for Pure XML Over HTTP

I wrote a web service client this week that does pure XML over HTTP to send queries to a service. I’ve written things like this before using Python, but it turns out, after looking back at my code, I was always either using XMLRPC, SOAP, or going through some wrapper that hid a lot from me in an effort to make my life easier (like the Google Data API). I’ve never had to try to send a pure XML payload over the wire to a web server.

I figured urllib2 was going to help me out here, and it did, but not before going through some pain due mainly to an odd pattern in various sources of documentation on the topic. I read docs at,, a couple of blogs, and did a Google search, and everything, everywhere, seems to indicate that the urllib2.Request object’s optional “data” argument expects a urlencoded string. From

data should be a buffer in the standard application/x-www-form-urlencoded format

The examples on every site I’ve found always pass whatever ‘data’ is through urllib.urlencode() before adding it to the request. I figured urllib2 was no longer my friend, and almost started looking at implementing an HTTPSClient object. Instead I decided to try just passing my unencoded data. What’s it gonna do, detect that my data wasn’t urlencoded? Maybe I’d learn something.

I learned that all of the documentation fails to account for this particular edge case. Go ahead and pass whatever the heck you want in ‘data’. If it’s what the server on the other end expects, you’ll be fine. 🙂


I found myself in dark, dusty corners when I had to decide how and where inside of a much larger piece of code to implement a feature. I really wanted to use a decorator, and still think that’s what I’ll wind up doing, but then how to implement the decorator isn’t as straightforward as I’d like either.

Decorators are used to alter how a decorated function operates. They’re amazingly useful, because instead of implementing some bit of code in a bunch of methods that themselves live inside a bunch of classes across various modules, or creating an entire class or mixin to inherit from when you only need the code overhead in a couple of edge cases, you can just create a decorator and apply it only to the proper methods or functions.

The lesson I learned is to try very hard to make one solid decision about how your decorator will work up front. Will it be a class? That’s done somewhat differently than doing it with a function. Will the decorator take arguments? That’s handled differently in both implementations, and also requires changes to an existing decorator class that didn’t used to take arguments. I don’t know why I expected this to be more straightforward, but I totally did.

If you’re new to decorators or haven’t had to dig into them too deeply, I highly recommend Bruce Eckel’s series introducing Python decorators, which walks you through all of the various ways to implement them. Part I (of 3) is here.

New Job, Car, Baby, and Other News

Thursday, October 22nd, 2009

New Baby!

I know this is my geek blog, but geeks have kids too, so first I want to announce the birth of our second daughter, Sadie, who was born on September 15th. She’s now over a month old. This is the first time I’ve stayed up late enough to blog about her. Everyone is healthy, if slightly sleep-deprived 🙂

New Job!

The day before Sadie’s birth, I got a call with an offer for a job. A *full-time* job, as a Senior Operations Developer for After learning about the cool and very geeky things going on at MyYearbook during the interview process, I couldn’t turn it down. I started on October 5, and it’s been a blast digging into all of the cool stuff going on there. While I’m certainly doing my fair share of PHP code review, maintenance, and general coding, I’m also getting plenty of hours in working out the Python side of my brain. I’m finding that while it’s easier switching gears than I had anticipated, I do make some really funny minor syntax errors, like using dot notation to access object attributes in PHP ;-P

What I find super exciting is something that might turn some peoples’ stomachs: at the end of my first week, I sat back and looked at my monitors to find roughly 15 tabs in Firefox open to pages explaining various tools I’d never gotten to use, protocols I’ve never heard of, etc. I had my laptop and desktop both configured with 2 virtual machines for testing and playing with new stuff. I had something north of 25 terminal windows open, and 8 files open in Komodo Edit.


The projects I’m working on run the gamut from code cleanups that nobody else has had time to do (a good tool for getting my brain wrapped around various parts of the code base), to working on scalability solutions and new offerings involving my background in coding *and* system administration. It’s like someone cherry-picked a Bay Area startup and dropped it randomly 30 minutes from my house.

My own business is officially “not taking new clients”. I have some regular clients that I still do work for, so my “regulars” are still being served, but they’ve all been put on notice that I’m unavailable until the new year.

New Car!

I’m less excited about the new car, really. I used to drive a Jeep Liberty, and I loved it. However, in early September, before Sadie’s arrival, it became clear to me that putting two car seats in that beast wasn’t going to happen. The Jeep is great for drivers, and it has some cargo space. It’s not a great vehicle for passengers, though.

At the same time, I was running a business (this was before the job offer came along), and I was finding myself slightly uncomfortable delivering rather serious business proposals in a well-used 2003 Jeep. So, I needed something that could fit my young family (my oldest is 2 yrs), and that was presentable to clients. So, I got a Lexus ES350.

I like most things about the car, except for the audio system. It seems schizophrenic to me to have like 6 sound ‘zones’ to isolate the audio to certain sets of speakers, but then controls like bass and treble only go from 0 to 5. Huh? And the sound always sounds like it’s lying on the floor for some reason. It’s not at all immersive. The sound system on my Jeep completely kicked ass. I miss it. A lot.

Other News

I’ve submitted an article to Python Magazine about my (relatively) recent work with Django and my (temporarily stalled) overhaul of, and my experiences with various learning resources related to Django. If you’re looking to get into Django, it’s probably a good read.

I’ve been getting into some areas of Python that were previously dark, dusty corners, so hopefully I’ll be writing more about Python here, because writing about something helps me to solidify things in my own brain. Short of that, it serves as a future reference point in case it didn’t get solidified enough 🙂

My sister launched The Dance Jones, a blog where she talks about fitness, balance, dance, and stuff I should probably pay much more attention to (I’m close to declaring war on my gut). Also, if you ever wanted to know how to shoulder shimmy (and who hasn’t wanted to do that?), you should check it out 🙂