Tastypie and Timezones

If you use Tastypie with Django’s timezone support turned on (i.e, you have USE_TZ = True in your settings.py), you will notice that Tastypie helpfully converts all dates and times in your resources to the timezone specified in your TIME_ZONE setting before returning them. If you care about internationalization, this is not the behavior you want. Tastypie encodes dates and times in the ISO8601 format by default. These dates and times have no timezone information attached to them, which means that the consumers of your API will have no idea how to correctly display them or convert them to other timezones.

This is what ISO8601 datetimes look like:

 "end_time": "2013–04–01T06:32:06",
 "start_time": "2013–04–01T00:30:00"

Both those datetimes are in the Asia/Kolkata (UTC+5:30) timezone. How can I tell? I can’t. Unless I look in my settings.py. Not cool.

There are two solutions to this problem. First, you could add this line to your settings.py:


This will cause Tastypie to format dates and times using the format specified in RFC2822. Your dates and times will now include timezone information:

 "end_time": "Mon, 1 Apr 2013 12:02:06 +0530",
 "start_time": "Mon, 1 Apr 2013 06:00:00 +0530"

The second solution, which is the solution I prefer, is simpler: use UTC everywhere on the server and let your API consumers deal with timezone conversions. Set your TIME_ZONE to ‘UTC’ and sleep easy.

If your API consumer is a web application, I highly recommend using Moment.js for all date and time operations.

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Travel Light

Year 2011. Lines of elisp in .emacs: 145. Lines of configuration in .vim: 115.

Year 2013. Lines of configuration in .vim: 0. Lines of JSON in Sublime Text configuration: 0.

This is so much better.

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WordPress: Under Siege

As I mentioned in my last post, I recently switched my website from my homegrown Django blogging app to WordPress. Before installing WordPress on my VPS, I installed it on a VM so I could test the waters before jumping in. I created an Ubuntu 12.04 VM using VirtualBox and gave it a gigabyte of RAM to work with. After I had WordPress up and running, I created some test posts and played around with various plugins and themes that I could find on the WordPress directory. I was dismayed to discover that WordPress has terrible performance out of the box, even if you disable all installed plugins. The WordPress dashboard served by my Ubuntu VM would easily take 4–5 seconds to load, and individual posts would take at least 2–3 seconds to load. I found this unacceptable, so I started searching StackOverflow and the excellent WordPress StackExchange for answers.

The two most straightforward performance optimizations that I could find were:

  1. Install a PHP opcode cache.
  2. Install a page caching plugin.

Installing an opcode cache on Ubuntu is easy:

sudo apt-get install php-apc

No extra configuration is required on Ubuntu. If you use a different distro, read the php-apc documentation on the PHP website.

Installing WP Super Cache is similarly easy and a number of excellent tutorials for setting it up are scattered around the Web. Here is a good one for Apache, and here is one for nginx. I also recommend perusing this GitHub repository that contains a complete set of configuration files for serving WordPress through nginx.

The Numbers

The numbers that follow are for a fresh install of WordPress 3.5.1 running on an Ubuntu 12.04 VM with 1GB of RAM, served by nginx 1.1.19, php-fpm 5.3.10, and backed by MySQL 5.5.29. The host OS is Mac OS X 10.8.2 running on a MacBook Pro. All testing done with Siege 2.74 hitting different pages of the WordPress website in a random order.

siege -d5 -c100 -i -f url_list.txt -t5m

Note that these numbers only reflect a general trend in WordPress performance under load. Real world page load performance depends on many factors, including network latency, page size, whether you’re using a CDN or not, the number of separate JavaScript/CSS/image files per page, etc. The following numbers only indicate how quickly WordPress can push HTML to the client.

Despite the flawed testing methodology, these numbers are useful as rough indicators of the effectiveness of opcode and page caching.

Fresh Install Without Opcode Cache or Page Cache

Transactions:               2710 hits
Availability:               100.00 %
Elapsed time:               299.47 secs
Data transferred:           9.59 MB
Response time:              8.37 secs
Transaction rate:           9.05 trans/sec
Throughput:                 0.03 MB/sec
Concurrency:                75.74
Successful transactions:    2710
Failed transactions:        0
Longest transaction:        9.58
Shortest transaction:       0.20

Fresh Install With WP Super Cache and php-apc

Transactions:              11833 hits
Availability:              100.00 %
Elapsed time:              299.70 secs
Data transferred:          23.62 MB
Response time:             0.02 secs
Transaction rate:          39.48 trans/sec
Throughput:                0.08 MB/sec
Concurrency:               0.75
Successful transactions:   11881
Failed transactions:       0
Longest transaction:       0.42
Shortest transaction:      0.00

Bonus: Numbers for ankursethi.in (this website)

This website uses the same software as my testing VM. The only difference is that it is hosted in somewhere in Germany on a Hetzner VQ12 VPS, and I’m hitting it with Siege from New Delhi in India.

Transactions:              8566 hits
Availability:              98.73 %
Elapsed time:              299.54 secs
Data transferred:          40.03 MB
Response time:             0.55 secs
Transaction rate:          28.60 trans/sec
Throughput:                0.13 MB/sec
Concurrency:               15.72
Successful transactions:   8577
Failed transactions:       110
Longest transaction:       5.39
Shortest transaction:      0.38

Closing Words

My test blog went from 39 transactions per second to 9 transactions per second with these two simple performance optimizations, and page load time went from ~8 seconds to 0.02 seconds. This page load time is for users who have not logged in or left a comment. I see a more modest 1.5–2 second load time for logged in users, which is still a 4x improvement. The concurrency number went from 75.74 to 0.75, which is a good thing in this case.

These optimizations should be enough for a majority of low to medium traffic self-hosted WordPress blogs. For more advanced optimization techniques, I recommend reading this excellent article on the New Relic blog.

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Okay WordPress, You Win This Round

One of my biggest blogging crimes so far has been this: every time I get an itch to write a blog post, I start thinking of possible workflows I could use to make my writing process simpler. A few hours later, instead of the post I wanted, I have UI mockups for The Perfect Blogging App™ that will never be built. It’s a disease, I tell ya.

In the summer of 2012, though, I did finally get around to building a blogging app. I called it Can ‘O Beans, and it was nothing like my mockups. I had to write my posts using a text editor and then paste them into my app’s autogenerated admin interface — the one you get out of the box with Django. I neither added Markdown support to the app, nor a WYSIWYG editor; instead, I marked up all my posts using plain ol’ HTML, which made for a frustrating writing experience. The app didn’t even support uploading images to the server. I had envisioned a slick, AJAX-y media manager for Can O’ beans but, since it would have taken some time to build, I kept putting off hacking on it. Real life commitments kept me from improving the usability of Can ‘O Beans, and the bad usability of Can ‘O Beans prevented me from ever thinking beyond the app itself and concentrating on what mattered: writing.

Hacking on Can ‘O Beans was a lot of fun, but it was only fun for the part of my brain that enjoyed engineering puzzles. The part that wanted to just fucking write was frustrated with the whole deal.

The astute reader may now ask why I had to go and write my own blogging app when I could just have used WordPress like every other sane person. An year ago, I would have told said astute reader that WordPress was a terrible piece of software. I would have gone on to mention that it was slow and unresponsive, that it had a cluttered UI that was anathema to the creative mind, that it was insecure, that it was impossible for a sane person to customize WordPress because it was written in PHP, etc. etc.

Of course, the real reason I didn’t use WordPress was that I was a complete ass.

(The astute reader may also ask why I didn’t use one of the many static blog generators that are all the rage these days. The reason is that I prefer having a dashboard I can log into from any Internet connected computer I have access to and manage my blog from there. Also: plugins and themes.)

When faced with a problem, it’s tempting for a hacker to immediately switch to her text editor and start building something completely new. Down this path lies madness and despair, for what thou codeth, thou maintaineth, and I’ve learned this lesson well after Can ‘O Beans. More often than not, mature, well-tested, actively maintained software exists that satisfies ~99% of your needs. There are people out there who have spent years building, deploying, securing and scaling software that, with a tiny bit of customization, does everything you want it to. This was something I always knew, but I had to actually experience it for myself before I internalized it. And internalize it I did — ankursethi.in is now (proudly?) powered by WordPress. I can stop worrying about having to maintain Can ‘O Beans, and concentrate on blogging. Phew.

I still have some minor issues with the WordPress admin UI, and I still don’t like PHP and MySQL, but I’m willing to let all that slide because what WordPress lets me do is fucking write. With php-apc and WP Super Cache enabled, it performs shockingly well even on low-end servers. On my slightly-better-than-low-end Hetzner VPS, it flies.

Time to roll up my sleeves and write!

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2012: Year in Review

The Good

  • Finished my four years of college. The nighmare ends at last.
  • Rediscovered my love for hip-hop music, all thanks to /r/HipHopHeads. More on this in another post.
  • Technology for the sake of technology is no fun. In the past, I wasted a lot of my time and energy on mildly interesting tools and programming languages when I could’ve been building useful software using more practical technology. 2012 was the year practicality finally beat purity.
  • Started writing software for myself. I intend to eventually polish up and release this software for public consumption.
  • Started maintaining proper information hygiene. More on this in another post.
  • Became more organized. More on this in another post.

The Bad

  • Have to take a few more exams in May before I get my degree.
  • Stopped exercising. Shameful.
  • Only read five books in the entire year. Doubly shameful.
  • Almost everyone I know is now in Bangalore while I’m stuck in Delhi.

The Ugly

  • Lost a friend to cancer.
  • Started a business, but shuttered it after a few months of work.


  • Best movie watched: Forrest Gump
  • Best book read: Skinny Legs and All by Tom Robbins
  • Best musicians discovered: Eyedea, MF DOOM
  • Favorite albums of the year: First Born by Eyedea & Abilities, The Many Faces of Oliver Hart by Eyedea, Theatre is Evil by Amanda Palmer and the Grand Theft Orchestra
  • Favorite new programming language: Go
  • Favorite new software: Sublime Text 2, Clementine, LastPass

What Next?

  • Release one or two useful webapps into the wild.
  • Learn Go and build a webapp with it.
  • Further streamline my web development and deployment workflow.
  • Learn my technology stack better. This means learning more about the capabilities of nginx, PostgreSQL, uWSGI and of course Django and Flask.
  • Start keeping track of how I spend my time. If you can measure it, you can optimize it.
  • Start keeping track of the movies I watch, the books I read and the music I listen to.
  • Read more. Twenty-five books is an achievable goal for 2013.
  • Read less SciFi and genre fiction.
  • Exercise. I have been intending to start with the Convict Conditioning bodyweight training program for the last three months. The new year is as good an excuse as any to start having some fun!
  • Explore New Delhi more and get involved in local community events.
  • Move to Bangalore by the end of the year.
  • Super secret goal.

This was an year of many small epiphanies, and one or two big ones ones. Those deserve little mention, though, since us silly inexperienced twentysomethings have epiphanies all the fucking time.

Anyway, happy new year to everyone reading this. Make it one worth remembering!

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Mobile Tweaks and Chrome Extension

I just made some changes to my website’s CSS to make it more readable on small screens. I’m not completely happy with how it looks — the header looks jarringly out of place and code samples are all messed up — but at least now you don’t have to play with your browser’s zoom settings to be able to read the text properly. Baby steps.

I also wrote a little Chrome extension for adding bookmarks to my homegrown bookmarks manager. I was pleasantly surprised at how easy it is to extend Chrome. The APIs are well-designed and well-documented, and a number of examples are available from Google’s developer website. I can see myself writing more extensions for Chrome in the future.

My bookmarks extension is nothing to write home about. It consists of the mandatory manifest.json file, four or five lines of JavaScript that open a new tab when a toolbar button is clicked, and a terrible icon I quickly designed in Photoshop. The code is on GitHub so that my friends and family can laugh at my terrible Photoshop skills.

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There are three reasons why I don’t like using web browsers for storing my bookmarks. First, browsers make it hard for me to access my bookmarks from my phone or a friend’s computer; second, I find the browsers’ interface for managing bookmarks unwieldy and confusing; and third, I switch between browsers very often, which means I inadvertently have my bookmarks spread out between Chrome, Firefox, Safari, Opera Mobile and the Android Browser. Web-based bookmarking services are accessible via any Internet-connected computer, have user interfaces that are in line with my personal preferences and are browser agnostic. They alleviate pretty much all the issues I have with browser-based bookmarking.

After thinking about it for longer than I should have, I built my own little bookmarking tool yesterday evening and deployed it to my VPS. It’s a part of Can ‘O Beans and lives behind this humble bookmarks page. It lets me add bookmarks to my collection, assign descriptions and tags to them, and search through my collection by tag or hostname. Next up on my TODO list is a Chrome extension. Also in the works is a better search, an RSS feed, an import/export feature and several UI tweaks.

Building this little tool must have taken me about three hours. Time well spent, I’d say.

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Scripting tmux

tmux ranks highly on the list of programs that I cannot live without. I consider its split-screen and terminal multiplexing capabilities absolutely essential for day-to-day hacking. It belongs to that rare breed of software that has measurably improved my development productivity, software that makes me genuinely happy.

This is what my tmux pane layout usually looks like when I’m working on a project:

|                               |                               |
|                               |                               |
|                               |                               |
|                               |             repl              |
|                               |                               |
|       directory operations    |                               |
|       git interactions        |-------------------------------|
|       etc.                    |                               |
|                               |        directory watcher      |
|                               |        server                 |
|                               |        logger                 |
|                               |        etc.                   |
|                               |                               |

Since I use this layout for nearly every project that I work on, it makes sense to have tmux automatically set it up for me so that I don’t have to type a bunch of keyboard shortcuts every time I start working on a new project. Luckily, tmux is highly scriptable. Here’s a BASH function that automatically sets up the three-pane layout from above:

setup_tmux_layout() {
    # Create a new window.
    tmux new-window -a -n “$1” -c “$2”
    # Now split it twice, first horizontally and then vertically.
    tmux split-window -h
    tmux split-window -v

Now I can run the following from my shell:

$ setup_tmux_layout <window_name> <starting directory>

(Note that at least one tmux session must be active for this to work. This function affects the most recently active tmux session.)

This is good, but we can go a step further. I have several Django projects, and whenever I start working on one of them there are a number of additional Python/Django-specific actions that I take.

  • Switch to the project directory in all three panes.
  • Activate the project’s virtualenv in all three panes.
  • Run a git status in the large pane on the left.
  • Start a Django shell (python manage.py shell) in the top right pane.
  • Run the Django development server (python manage.py runserver) in the bottom right pane.

Once again, it makes sense to automate these actions. Here is the actual code I have in my ~/.bash_profile to do that.

workon_project() {
    if [ $# -lt 2 ]
            echo “Usage:”
            echo -e “tworkon_project <project directory> <virtualenv name>”
            return 1
    # Create a new window.
    tmux new-window -a -n “$2” -c “$1”
    # Send keys to the large pane on the left.
    tmux send-keys “workon $2” C-m
    tmux send-keys “git status” C-m
    # Split the window horizontally.
    tmux split-window -h -c “$1”
    # Send keys to the top right pane.
    tmux send-keys “workon $2” C-m
    tmux send-keys “python manage.py shell” C-m
    # Split the window again, this time vertically.
    tmux split-window -v -c “$1”
    # Send keys to the bottom right pane.
    tmux send-keys “workon $2” C-m
    tmux send-keys “python manage.py runserver” C-m

Brilliant! Now I can perform all those tedious actions in one fell swoop by running this in my shell:

$ workon_project <project directory> <virtualenv name>

(In case you are wondering, the workon command above comes from virtualenvwrapper.)

This little function has saved me hundreds of keystrokes in the last few months, and it only scratches the surface of what tmux is capable of. If you are a regular tmux user, I highly recommend skimming the tmux manpage at least once.

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A Django Admin Wishlist

It is okay to skim this post and only read the parts that you find interesting.

When I was just learning how to use Django, I dismissed django.contrib.admin (“the admin” from now on) as a nice-to-have extra, a marginally useful demo of framework functionality, but not much more. I didn’t even enable it for most of the apps I wrote as a Django novice. The simple, honest django.forms.Form and the darkly magical django.forms.ModelForm together did everything I needed. Learning to customize the admin was a waste of my time. Or so I thought.

As the scope of my projects grew, my attitude towards the admin thawed a little. I had heavily leveraged it for an app that I had written for my personal use and found that it was more customizable than I had initially believed. I was surprised to discover that I could make it mostly work the way I wanted by making only minor adjustments to my Python code. While experimenting with some third-party Django apps, I found that all of them use the admin in one way or another. Mezzanine, Cartridge, django-cms, Zinnia, Satchmo, django-filebrowser … all of them hook into and extend the admin framework instead of using something home-grown. Of course, sometimes the admin framework doesn’t have the functionality these apps need, and the developers end up building the missing functionality from scratch, but it’s the existing functionality that gets them 70–75% of the way.

Consequently, when I was starting work on an internal webapp for my company, I decided to not waste my time writing a custom management UI for it and instead use the admin from day one. This was about a month ago. Since then I have learned a lot about how to customize and extend the admin to my app’s needs. I have also, in the course of customizing the admin, come across some annoying limitations in the admin framework. Some of these limitations are easily overcome using third-party apps, others require a bit of extra work on the developer’s part, and still others need to be looked at by the core Django developers. This post details the limitations I ran into, and — where possible — ways to overcome them.

Limitation #1: The admin cannot display nested inlines

Let’s say you have three models called Group, Person and EmailAddress. A Group can have multiple Persons, and a Person can have multiple EmailAddresses. You might be tempted to do this in your admin.py:

# In admin.py.

class EmailAddressInline(admin.TabularInline):
    model = models.EmailAddress
    extra = 1

class PersonInline(admin.TabularInline):
    model = models.Person
    extra = 3
    inlines = [

class GroupAdmin(admin.ModelAdmin):
    inlines = [

admin.site.register(models.Group, GroupAdmin)

This will not work. The admin framework doesn’t expect to ever find an InlineModelAdmin nested inside another InlineModelAdmin, so the inlines list defined on PersonInline makes no sense to it and it will happily ignore it. When you try to edit or add a Group in your admin, you will see a list fields for editing or adding related Persons at the bottom of the page, and that’s it. The list of fields for editing or adding EmailAddresses that you expected to see attached to each Person will not appear in the admin UI.

If you want nested inlines, you will have to extend the admin template for your model to handle them. You will also have to create a custom ModelForm subclass to deal with the data that you get from your new template. See this StackOverflow question for some more details.

Support for displaying nested inlines in the admin is an oft-requested feature that even has a working patch, but it hasn’t made its way into Django yet because it doesn’t meet the community’s quality standards. See ticket #9025.

Limitation #2: All staff users can access all AdminSite instances

If you have multiple admin sites in your project, then all Users who have their is_staff flag set to True have access to all those admin sites. Often, this is not desirable. For example, if you’re building a forum application, you might want to have separate dashboards for forum administrators and forum moderators. Or, if you’re building an app for managing your company’s payroll, you might want separate dashboards for accountants and employees. You don’t want someone from one of these groups to accidentally stumble across the other group’s admin interface.

The solution I use to get around this limitation is a little obtuse, but it works. First, I create a new model to serve as my AUTH_PROFILE_MODULE:

# In models.py.

class ForumUserProfile:

# In settings.py.

AUTH_PROFILE_MODULE = ‘appname.ForumUserProfile’

On this model I define one permission for each admin site in my project:

class ForumUserProfile:
    class Meta:
        permissions = (
            (‘access_user_admin’, ‘Can access user admin.’),
            (‘access_mod_admin’, ‘Can access moderator admin.’),
            (‘access_admin_admin’, ‘Can access main admin.’),

Then, I create a middleware that returns an HTTP 403 error if a user tries to access an admin he doesn’t have the permission to access:

# In middleware.py.

class RestrictAdminMiddleware(object):
        (‘/user/’, ‘access_user_admin’),
        (‘/mod/’, ‘access_mod_admin’),
        (‘/admin/’, ‘access_admin_admin’), 

def process_request(self, request):
    user = request.user

    # If user is not authenticated, we’ll let the admin
    # framework deal with him. We just care about staff users.
    if not user.authenticated: return None

    # Superusers are allowed to access everything, so we’ll
    # let them through.
    if user.is_superuser(): return None

    if user.is_staff():
        for url in self.RESTRICTED_URLS:
            if re.findall(url[0], request.path):
                if not user.has_perm(url[1]):
                    raise PermissionDenied()

    return None
# In settings.py.

    # Our shiny new middleware!

Finally, I set up the appropriate permissions for my users in the admin and I’m good to go.

Limitation #3: It is not possible to reorder, group or hide models on the admin index page without extending the index template

When the number of models you want to manage using the admin becomes large, it becomes necessary to organize them into logical groups for easy navigation. The admin currently groups models by app, which is fine when your apps have a small number of models. This organization scheme quickly becomes unwieldy when the number of models in a single app grows large. It becomes even worse when you have two related models in two separate apps that you think should logically be displayed under one group.

While the admin app itself doesn’t currently have this functionality, it is easy to add. You can:

  • Extend the admin index template (admin/index.html) and create groups yourself.
  • Use a third party app that allows you to customize the admin using a straightforward Python API. Two such apps are django-admin-tools and django-grappelli.

I personally use django-grappelli on all my websites.

Limitation #4: ImageFields are not displayed as thumbnails

If you have an ImageField on any of your models, nine times out of ten you want to see a thumbnail of the image when you’re editing an existing instance of that model. There are several third party apps that add this feature to the admin, and the Django wiki lists a variety of solutions.

Limitation #5: Select boxes cannot be “chained”

This is a use-case that occurs very often. You have two select boxes on a page, and the list of choices in the second select box depends on the choice the user has made in the first select box. For example, the first select box could contain a list of Indian states and the second one a list of cities. You want to dynamically change the list of cities in the second box depending on which state is selected in the first box. The Django admin does not allow you to do that out of the box.

Fortunately, the solution is very simple: use django-smart-selects.

Limitation #6: “Save and continue editing” reloads the page

I think the purpose of the “Save and continue editing” button is lost if it reloads the page every time you click it. If you’re editing a complex model that has many fields, reloading the page means you lose your position on the page and have to scroll around to find the field you were editing. While composing long-form text in a <textarea> — like I’m doing right now — clicking “Save and continue editing” means losing your position within the five-hundred or so words you just wrote. This is not an issue if you use the admin for one-off edits, but it becomes a major usability problem if you spend most of your time in the admin.

A full solution involves quite a bit of JavaScript, but you can get halfway there with a simple asynchronous POST request. Here’s an example:

# In admin.py.

class JournalAdmin(admin.ModelAdmin):
    class Media:
    js = (‘ajax_submit.js’,)
// In ajax_submit.js.

// NOTE: I’m not very good at writing idiomatic JavaScript.
// If you think this snippet can be improved, do
// let me know.

// WARNING: this code is meant for demonstration purposes. 
// Do not use it in production. It fails on several edge cases
// and, in the process, destroys your data, empties your bank
// account, kidnaps your children and takes down reddit for a
// month.

“use strict;”;

var AJAXSubmit = function () {
  if (!$) {
    var $ = django.jQuery;

  function ajax_submit(e) {

    var data = {
      // Don’t forget the CSRF middleware token!
      “title”: $(“textarea#id_title”).val(),
      “slug”: $(“input#id_slug”).val(),
      “author”: $(“select#id_author”).val(),
      “published_on_0”: $(“input#id_published_on_0”).val(),
      “published_on_1”: $(“input#id_published_on_1”).val(),
      “content”: $(“textarea#id_content”).val()

    if ($(“input#id_published”).is(“:checked”)) {
      data[“id_published”] = “on”;

      type: “POST”,
      url: “”,
      data: data,
      success: function() {

    return false;

  $(document).ready(function() {
    var btn = $(“div.submit-row input[name=’_continue’]”);

Warning: don’t use this code in production. I’ve only tested it on Firefox and Chrome, where it fails on several edge-cases. If you use this in production and lose data, don’t blame me.

Limitation #7: Generic relationships are displayed poorly

Currently, the admin treats generic relationships just like any other data. Consider this:

# In models.py.

class TaggedItem(models.Model):
    tag = models.SlugField()
    content_type = models.ForeignKey(ContentType)
    object_id = models.PositiveIntegerField()
    content_object = generic.GenericForeignKey()

In the admin for TaggedItem, content_type will be displayed like any other foreign key: a select box containing a list of all content types in your project. object_id will not get any special treatment either: it will be displayed as a simple <input> box. This kind of treatment makes it impossible to figure out at a glance which object the generic foreign key actually refers to.

What I’d like the admin to do here is display the URL returned by the content_object’s get_absolute_url() in a read-only field right after the object_id field. Alternatively, the read-only URL field could simply contain a link to the content_object’s admin page.

Limitation #8: While editing a model instance with a relationship to another model, it is possible to add a new instance of the other model to participate in the relationship, but impossible to edit an existing related instance

Let’s say you’ve got a BlogPost model with a ManyToMany relationship to a Tag model. While editing your BlogPost in the admin, you see a nice multi-select box where you can choose the Tags you want to associate with your BlogPost. There’s a small “+” button next to the multi-select box. Clicking this button opens a pop-up window where you can add new Tag instances. Now, what happens when you create a new tag using this feature but accidentally give it an incorrect name? You’ll find that there’s no edit button next to the multi-select box. To fix the name of your newly-created tag, you will have to navigate to the admin page for that tag and fix the name from there. This is another minor inconvenience that can become a major usability issue if you use admin a lot.

I haven’t sorted this issue out yet, but I can think of a couple of solutions that could work. I’ll post them here in a separate blog post after I’ve implemented them in my own apps.

Closing Remarks

The Django admin app is incredibly useful. With a little tweaking, it makes writing custom management interfaces for your webapps completely unnecessary. Yes, it has some shortcomings, but most of them can be overcome with a little extra code. Besides, Django development happens at a very fast pace, so you can expect some of these shortcomings to be fixed in future releases of the framework.

Categorized as Articles

Cache all the Things!

Yesterday night I installed memcached on the server that runs AnkurSethi.in and hooked it up to Django’s caching framework. Since then, page load times are significantly lower and so is the server load. This little machine is now ready to handle whatever the Internet throws at it.

According to the Chrome developer tools, the slowest loading resource on AnkurSethi.in is now PT Sans, the font that I use for all the text on this website. Since I set up caching, resources from my own server take less than 700ms to reach me in New Delhi. On the other hand, PT Sans as served from the Google CDN takes up to 1 second to get here. This doesn’t bother me much, though, since the browser caches the font after it is downloaded once, which means further page loads are blazing fast. Besides, web fonts are loaded asynchronously, so you can still read the page content while the font is loading in the background. Optimizing font loading time is simply not a productive endeavor.

Setting up caching in Django was easy enough, but I did run into one major issue: cache expiry. When I finish writing a journal entry, I often go back and edit it multiple times in order to fix lingering typos and grammatical errors. Sometimes I even do this after I’ve published it. I never want to serve up a journal entry with incorrect spelling or grammar. However, I had set a one hour expiry limit on the items in my cache. This meant that, even after I had made corrections to an existing journal entry, the server would continue to serve the incorrect entry from the cache for some time. In the worst case, “some time” could mean an hour, which was unacceptable.

The solution I used to fix this issue was simple, if inelegant. I hooked up the post_save signal that is defined on every Django model to a function that simply nukes the entire cache. It may sound like a terrible solution, but it works great in practice. Sure, rebuilding the cache is expensive, but not expensive enough to warrant a more complex solution. Having to rebuild the entire cache is a huge issue for large, distributed, high-traffic webapps where running one database query may take tens of seconds. It is, however, not an issue for my humble personal blog, which contains a few kilobytes of data, runs off a single machine and is lucky to see a few hundred visitors per day. On the whole, I’m very happy with my current setup.

One more item crossed off the TODO list for this website. Next item: support for syntax highlighting.

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