Random Musings of an Insane Mind

A while back I had corresponded with Google’s spam team regarding a pattern I had discovered and sent it off to some people. It appears that they used some of that to clean up the search results removing this particular type of spam, but, the source of the problem still exists. Over the past 60 days, a particular client’s vBulletin site has received 2670 signups, over half using gmail addresses. A group of three people have independently looked at every signup to verify that these indeed do fit the spam pattern.

It appears an outsourcing company is hired to sign up, but, are given a list of email addresses that they can choose from. Signup and verification always take place from radically different IPs, so, we can assume that the people doing the actual signup have no idea that their verification email never goes out. This is confirmed by the fact that they use multiple periods in their gmail address to make the email address appear to be unique. Once we’ve determined that the email address has already been seen by modifying vBulletin to strip out the . and truncate at the +, it is instantly banned. We opted to allow the signups to be registered rather than saying that the email was in use.

A slight background to the issue. Google allows one to use a . or + in the email address which resolves to the same destination address. While I like that feature and have used it in the past, vBulletin appears to ignore this fact. So, the email address bobjones@gmail.com goes to the same destination as bob.jones@gmail.com and bob.j.ones@gmail.com. Likewise, you can use the + in the email address to signify the source of the email. So, bob.jones+twitter@gmail.com might signify that the email came from your twitter profile and bob.jones+facebook@gmail.com comes from your facebook profile. Since they end up at the same place, google is a perfect way to have hundreds of email addresses that appear to be unique, but, are delivered to the same destination. This means your validation script can check fewer mailboxes, decode the validation email looking for the link, and can automatically click.

Initially our client installed Recaptcha which increases the chance that a human is probably filling out the form. Based on the number of resubmissions, I’m reasonably certain that a human is doing the data entry and they aren’t cracking Recaptcha.

I figured at one point these were created accounts, but, some of the names are so specific, one would have to assume that perhaps there are some compromised email accounts in here as well. If you glance through the list, you’ll see judicious use of the . and + to try to create unique email addresses.

The first thing we did was write a plugin that hooked into the signup process that cleaned up the email addresses. The second thing we did was look for a signup that took place in a country different from the verification click. Often times they did use proxy servers, so, using a few of the proxy dns blacklists, we were also able to make an educated guess that the signups were probably going to post spam. The first post at the board is moderated using Akismet for any that slip through, but, this method appears to be fairly good at hitting the right ones, and out of 2691 signups, it detected 2670 spam signups with 1 false positive. The false positive was a tough one – even looking at the signup data, the IP addresses used in both the signup request and validation took place in separate countries according to maxmind’s geoip database (the person signed up at work, drove home across a country border in Europe, and validated his email address from home). We also changed the registration form and put a second link above the first that said:

If you didn’t intend to sign up, click this link

For a few days, their spider was hitting the first link, banning the account for us. Often times there was a delay of a few days between an account that was validated and the first post.

If you look at the list, you can see where they have attempted to obfuscate the email address, and in some cases, are using the + to insert a counter. Based on the posts that were made, it suggests we might have more than one group actually spamming, all outsourcing the account creation to the same company.

Spammers are resourceful. It is a shame there isn’t a way to get these email addresses shut down to squelch some of the spam at the source.

Since starting this post, eight more signups came in, bringing the average to roughly 90 signups per day.

In short:

* Check a ‘cleaned’ email against the database, i.e. remove the . and truncate at the + for gmail/googlemail accounts
* Use Recaptcha
* Alter the signup form to include a link to decline the signup
* Look at the Signup IP and the validation IP
* Validate Signup IP isn’t coming from a proxy

0..0..7a.pe.x.0..0.7.pl@gmail.com
007apex007.pl@gmail.com
0hvfyi1@gmail.com
0uocqag@gmail.com
123456789alexiss@gmail.com
1.23456789alexiss@gmail.com
123456.789alexiss@gmail.com
1dzenmaster@gmail.com
221288jackson@gmail.com
33wew22q@gmail.com
3t0f8yw@gmail.com
4progonpron@gmail.com
5eqz1jn@gmail.com
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8maximc@gmail.com
999huy888@gmail.com
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adderleyagfuj@gmail.com
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Long ago I wrote the WordPress ESI Widget to help a client’s site stay online during a barrage of traffic. To solve some of the performance problems on high traffic WordPress sites, you have to use caching, but almost all of the caching addons for WordPress do page level caching rather than fragment caching. After the site’s traffic slowed, I stopped development on the widget due to the infrastructure required to support compression.

To compress an ESI assembled page, one needed to run Nginx in front of Varnish and lost some performance as a result. Nginx would take the initial request, pass it to Varnish, Varnish would talk to the backend — which could be the same Nginx server in a somewhat complex configuration — grab the parts, assemble it, hand it back to Nginx which would then compress it and hand it to the surfer.

With Varnish compressing ESI assembled pages, we don’t need the incredibly complex configuration to run ESI. We’re left with a very simple front end cache in front of our backend servers.

Why is Fragment Caching important?

Fragment caching allows the cache to store pieces of the page that may repeat on several pages and assemble those pieces with the rest of the page. The sidebar on your WordPress site only needs to be generated once as someone surfs through your site. This changes the nature of WordPress caching considerably. Compared to the fastest existing WordPress caching plugin, the Varnish ESI widget doubled its performance – bested only by WP Varnish, a plugin that ran Varnish directly and managed cache expiration.

ESI explained simply is probably the best example I have ever found for explaining how ESI works.

But something else is faster

WP Varnish is currently faster, and, for all practical purposes probably always will be on a very busy site. However, on a site that gets a lot of traffic on one page, the second page time to first byte should be faster on an ESI assembled page because the sidebar which contains some of the most computationally expensive parts of the page, doesn’t need to be generated again. While we give up some of the raw speed, we gain an advantage when someone clicks through to read the second page. The perfect use case here is getting publicity for a particular post on your WordPress site, and those surfers decide to read other articles you’ve written.

Varnish’s Original Announcement

From: Poul-Henning Kamp
Date: January 25, 2011 6:04:02 AM EST
To: varnish-misc@varnish-cache.org
Subject: Please help break Varnish GZIP/ESI support before 3.0


One of the major features of Varnish 3.0 is now feature complete, and
I need people to start beating it up and help me find the bugs before
we go into the 3.0 release cycle.


GZIP support
------------

Varnish will ask the backend for gzip'ed objects by default and for
the minority of clients that do not grok that, ungzip during delivery.

If the backend can not or will not gzip the objects, varnish can be
told in VCL to gzip during fetch from the backend.  (It can also
gunzip, but I don't know why would you do that ?)

In addition to bandwidth, this should save varnish storage (one gzip
copy, rather than two copies, one gzip'ed one not).

GZIP support is on by default, but can be disabled with a parameter.



ESI support
-----------

Well, we have ESI support already, the difference is that it also
understands GZIP'ing.  This required a total rewrite of the ESI
parser, much improving the readability of it, I might add.

So now you can use ESI with compression, something that has hitherto
been a faustian bargain, often requiring an afterburner of some kind
to do the compression.

There are a lot of weird cornercases in this code, (such as including
a gzip'ed object in an uncomressed object) so this code really needs
beaten up.

Original message

What else is there?

Another very important fact is that Varnish will use gzip to request assets from the backend. While this doesn’t sound incredibly important, it is. Now, you can run a Varnish server at another data center and not worry as much about latency. Before this version, any ESI assembled page needed to be fetched uncompressed, and, large pages add tiny bits of latency which result in a poorer experience while surfing. Most installations run Varnish on the same machine or on a machine network topologically close, but, this opens the doors for a CDN to run ESI enabled edge servers to supercharge your WordPress site hosted anywhere.

When will it be here?

Varnish moves quickly, and while the changes are substantial in terms of code rewrites, their code is very well written. I don’t expect we’ll see many bugs in the code and it’ll be released in the next few months. This site and a number of other sites we work with will be running it later this week.

In short, caching for WordPress just got an incredible boost. Even before the compression and gzip request from the backend, the ESI Widget was twice as fast as the fastest non-Varnish enabled plugin and over 440 times faster than WordPress out of the box.

Original Info

* WordPress Cache Plugin Benchmarks
* WordPress, Varnish and Edge Side Includes
* ESI Widget Issues in the Varnish, ESI, WordPress experiment
* A WordPress Widget that Enables one to use Varnish and ESI

I ran into an issue with a library that did email validation. One of the client’s email addresses didn’t validate and while debugging the code, I realized that more than just that client’s email address could be rejected. While using a regexp is not a failsafe solution to email address validation, it does attempt to make sure you are getting a reasonably good email address.

However, the regexp can still fail and in some cases, you get a client that is turned away. The only true way to validate an email address is valid at least once is to require a client to receive an email and validate their account. With so many throwaway account services, you can never be assured that anything past that first email address will ever be received. However, to give you the best chance at getting a valid email address, you need to do some validation.

There are a number of methods for validating email addresses on the internet and most fail somewhere. Do you accept emails with ” or < > in them? You might, since some email clients paste that information when you copy an email address. Or, do you accept the bare minimum email address, accepting the fact that people could use -, +, . or even ‘ in the name portion? Trying to get the person to enter a name that is reasonably valid is the goal.

One could have a very generic rule that looks for an @ with a . after it and some characters. That would ensure almost the largest cross-section of potential email addresses but we may have cast too wide a net. We could go with a very strict regexp but potentially miss out on some corner cases.

As we can see, the error message presented here is correct, the email address we’ve entered is not correct:

But, what if we do put in a valid email address:

Our regexp fails to recognize the email address even though it is valid. Of course, this requires someone to adjust some code and we’re fine until the next email address that fails our test is entered.

What if we introduce a new error condition, a soft fail. If the address passes our very simple test and looks to have a valid email address construction, we’ll put another field asking the user to check to see if any typos were made. Users that pass our more stringent regexp wouldn’t be subjected to the soft fail error handling.

When a user is subjected to the soft fail, our software can log the email address so we can adjust our validation rules, but, we’re not restricting a client from being able to sign up because their email address didn’t fit the regexp that we’re using.

While I feel reasonably confident with some of the regexp’s I use, email validation has always been one of the most troublesome portions of any system we’ve designed.

For the above test, we used Deform/Colander and Pyramid.

While working on a project, I ran across a number of emails that didn’t properly validate using Colander. Digging into Colander’s code, the regexp used was rather basic. Chris McDonough confirmed this and said he would welcome a newer regexp.

However, FormEncode’s email validation also allows one to optionally check the DNS to see if there is a valid A or MX record – validation that might be handy. Additionally, we need to do credit card verification which is not currently included in Colander. The quick solution is to use FormEncode’s validation routines through Colander.

Our Form Schema:

def email_validate(address):
    try:
        valid = formencode.validators.Email().to_python(address)
        return True
    except Exception as message:
        return unicode(message)
        
class EmailTestSchema(colander.Schema):
    email = colander.SchemaNode(colander.String(),
        widget = deform.widget.TextInputWidget(size=60),
        validator = colander.Function(email_validate),
    )

Our view:

    @action(renderer='email_test.mako')
    def test(self):
        schema = EmailTestSchema()
        form = deform.Form(schema, buttons=('Add Email',))
        if self.request.POST:
            try:
                appstruct = form.validate(self.request.POST.items())
            except deform.ValidationFailure, e:
                return {'form':e.render()}

        return {'form':form.render()}

Now, our email validation uses FormEncode which contains some fairly detailed error messages which are passed through Colander.

After more coding, I’ll post another solution that might answer some other issues I ran into with email validation.

I’ve used Chrome for quite a while. It is quick, runs well, handles 20 open tabs and doesn’t have the memory leak I always had with Firefox. With Chrome, 20-30 days between restarts aren’t uncommon – Firefox would get a week or so before it was too sluggish and required a restart.

However, while I was looking at the Chrome Web Store I was a little confused about some of the pagination issues I ran into. I went to the Productivity Apps to see what was new, and the pagination at the bottom was confusing.

These first three are looking at the top applications. As you go through the pages, the pagination string just changes the endpoint so that on the first page, you see pages 1 through 9 and next. By the time you get to Page 9, you are presented with pages 1 through 17.

However, when we look at Most Popular Utilities Apps, pagination breaks in a much different manner:

I tried to think of a logical explanation for it breaking in different manners in different places. Perhaps the pagination code was written by different groups which explains why the start point is not incremented as the endpoint is on the Top Applications. However, as you page through the Utilities, pagination works, the itemset count changes, at one point you only have Prev/Next, then mysteriously the pagination works again. The only real theory I could come up with here was the fact that http is stateless and I’m being shuffled to a different data center or node, but, the pagination issue is repeatable which might throw that theory into the wind.

Thoughts?