Jan 20 2007

A/B Technique for Web Application Deployment

Published by at 6:55 pm under Technology   

This description of my “A/B technique for web application deployment” was transcribed from audio, so it less tight, more verbose than my normal prose. I chose to post it in rough form, rather than leave it on the “back burner” until an unknown future date when I have time to rewrite it. I first explained this to a colleague around 1999, 8 years is long enough for an idea to wait.

The Problem / Context

At least a dozen times over the last decade, this scenario has come up at consulting client sites: you have a web application and you want to upgrade it with a new version. You could do so with a brute force cutover (stop the app, swap the code), but that’s not the scenario that I’m talking about. I’m talking about the upgrading to a new version, not quite compatible with the old one, without dropping current active users. For example, in the new version, you might have some different data that goes in the session. You might have some different pages, so you have some different URLs, you may be adding a new field so that once you put in this new version, there’ll be an additional field, and it stores that additional field in the session and in the database and the caching and so on. Yet you want the current users to keep working without interruption.

Solution

This technique is not language-specific – it applies equally in PHP, ASP, ASP.NET, Java servlets, JSP, CGI, etc.; with nearly any application or infrastructure.

Have the URL of your application, which I’ll call “/contact” here, be the URL of a proxy application (or “launching pad”). Then have two additional URLs for two specific instances of the actual application. For example, you might have “/contact” as your overall application URL and then “/contact/contactA” or “/contact/A” as one instance where you have that application installed.

At the “/contact” URL, install a simple proxy application, whose job is to take a newly arriving user, present them an intro/login screen, then redirect them to one of the specific instances of the application.

As a user I will point my browser to the “/contact” URL, and I bookmark that. I launch that, I see a login screen, I type in my name and password, I press the button to log in. The “/contact” launching pad redirects me to “/contact/A,”, an instance of real application. I’ll call the second instance “B”, perhaps at the URL “/contact/B”. In the normal steady state of the system, the user will be using A, they login to “/contact” and they end up in the “A” instance.

Then you want to do an upgrade, install a new version. Install the new version as “/contact/B.” Leave the existing application in place and working. (By the way, I’ve assumed you are using a technology where you can deploy and undeploy applications without bringing your web server down, but with mod_proxy you could make this work even without that capability) Deploy the new application version in a new and different path than what your current running users are on. Adjust some setting your proxy/launchpad application (perhaps as simple as a single line in a single config file). So, for example, you might install the new version as “/contact/B” and then you flip a switch (edit the config file) to make it so that new users that come to the “/contact” page don’t land in “/contact/A” anymore, they land in “/contact/B” as they login.

The current users already using the application in “/contact/A” stay there – they don’t know or care that you’ve deployed a new version. New users come in the come in the new version. So you want to have some sort of mechanism (likely provided by your application server if you’re using one, and not hard to build otherwise) for monitoring how many users are using each of these applications. So you might for example notice that you have 1000 users active on /contact/A. You deploy a new version as /contact/B and flip the switch. Then, depending on the usage characteristics of your application – over the next few minutes, next few hours, however it works out, the users, as they log out and log in and such, gradually all make it into the /B application. Some kind of maximum-login-time mechanism will ensure that this cutover happens in finite time.

Once the users have moved to /contact/B, you then declare it as your “current” version, and you take down /A, because no one’s using it and no one can get into it. So that next time you need to do an upgrade, you just do it in reverse – you deploy that new version as /contact/A, flip the switch back to make all new users’ logins land in the A… and again, after however many hours or minutes or whatever, you have all your users on the new version, and you can take down the old version.

You can easily implement with just the tools that already come with your Web application development system. You don’t need any kind of special hardware or special application server or HTTP server support. You don’t need any sort of special way of doing session affinity; you’re doing session affinity by simply handing out the URL of one of these other Web applications.

Bookmarks

Someone might bookmark a page of your application. So let’s say that you had directed them to /contact/A, and they were on the page /contact/A/lists.jsp. When they return to this bookmark later (you do want to support bookmarking, right?), you don’t want them to land there; you don’t want them to end up in the A application if you’re currently using the B application. This is actually pretty easy to handle also. You simply use some settings on your Web server to do a redirect, with a few lines of configuration in .htaccess or analogous mechanims. So based on your setting of which one is current, you make it so that if someone comes into the application without having a referrer from inside the application, you just redirect them over to whatever the current instance is. And that takes a little bit of thought, but only a little, and you can make it seamlessly solve that problem of users’ bookmarks working in spite of you switching back and forth between two instances.

Clustering

You might be deployed on a cluster. Perhaps you are using Websphere with 37 web servers. It turns out that this A/B approach works orthogonally to the clustering features of your Web application server. You could have the A application deployed across all 37 servers; you could deploy the B application, with a few clicks, across all 37 servers; you could flip that switch in some global way to kick people onto the B, and so on.

Override the launchpad for testing

You can permit users to enter a special URL to get to the “other side”. you could have some way of entering a URL that takes you past that launch application straight into the B side, so that you could click around, you could manually verify that the new B application works in the production environment before you flip the switch to make that the deployed production system. This is a very wise and useful type of testing to do, a great final stage of testing because the new code in actually in production. It’s obviously not a replacement for testing in a separate test environment, it’s an adjunct for even greater safety in deploment.

Performance

When a system is running in a steady state, its caches are fully populated with relevant data, so many requests can be answered with data from the cache (RAM). But when a system is freshly started, its caches are empty, so more requests require (slower) disk access, during the first few minutes of operations. This is sometimes called the “empty cache” problem, and is responsible for the poor performance sometimes seen in the first few minutes after a busy system is restarted.

The technique described here prevents this problem, because with it you avoid ever shutting down and restarting your whole Web application with your full user population on it. Instead, since the switch only brings newly-logging-in users to the new version – the new instance – you gradually have people start using it, so you never take a big hit all at once in terms of cache population.

Schema Changes

Hani asked, in a comment, about schema changes. A simple answer is that you won’t be able to make a transition like the one described here (where both the old and new code versions run in parallel for a while), if you make schema changes such that the old code no longer works. A more complex answer, which I have used with great results, is that this is a programmable computer and you are a programmer – with some effort, you can make the software tolerate both the old and new schemas. So the process works like this:

  1. Decide on the schema change, but don’t deploy it
  2. Modify your software to tolerate the old or new schema, whichever is present
  3. Deploy the new software, transition all users to it (as described above)
  4. Make the schema change; you may need to momentarily quiesce the software, but hopefully not kill user sessions

(There are a few tools out there to help with the schema-change-in-a-live-app problem. One of then is ChronicDB who wrote me to point this out.)

Of course this is a lot more work than just stopping the server, making your change, and restarting. Whether it’s worth it depends on your situation. If you have an overnight non-usage window, consider using it instead of the long path described here.

I hope this is helpful for someone out there. Comments are welcome.

If you found this post useful, please link to it from your web site, mention it online, or mention it to a colleague.

6 responses so far

6 Responses to “A/B Technique for Web Application Deployment”

  1. Hani says:

    This is fine for simple updates where you can have the two versions (a and b) of your application running. What happens if the update to your application actually changes things like your database schema, making running both A and B impossible?

  2. kyle says:

    Good question, Hani. I added a new section to the post to explain this. The short answer is that if the need is there and the budget is there, you can make nearly any kind of upgrade (possibly as a series of steps) without ever turning a whole system off.

  3. Creigh says:

    Still, there are things that will have to be duplicated, like static xml xsl (besides dbase schema changes). Im not sure I would want to mantain all that. Besides, my version A is sitting in cvs under an old tag. I think its a good idea and had some similar ideas along the way. I also like the fact that it keeps environments steady. If B fails in a prod environment then you can revert back to A with min impact. I dont know if its worth redesigning our (complex) deployment proccess just for that though.

  4. Nikodem says:

    I used similar approach as described in the response to Hani’s question. Instead of A/B Technique it might be called A/B/C Technique.
    A – Old version of the web application and old DB schema
    B1 – Version of the web app which can handle the old schema and the new schema together with O L D DB schema
    B2 – Version of the web app which can handle the old schema and the new schema together with N E W DB schema
    C – New web app together with new DB schema.
    Many times the DB changes are just extensions to the existing schema and old version of a web app work with it without problems.

  5. dmitry says:

    what’s the “empty cache” problem? I have a vague feeling for what it is, but would like to read more about it. Any references? thanks.

  6. Jonathon P says:

    “”# Hani Says:
    January 22nd, 2007 at 8:14 am

    This is fine for simple updates where you can have the two versions (a and b) of your application running. What happens if the update to your application actually changes things like your database schema, making running both A and B impossible?”

    What happened to running both programs parallel until you get everyone trained and up and running. I guess I am too old school.