Note: this article deals with Deis as of 0.9.0.
At work we’ve been looking for a good solution to consolidate our service layer. We have around
30-40 backing services for our application and web tiers. The problem with the current setup is that they’re deployed
all over the place; some in EC2-land, and some are colocated, and they’re in various languages.
We’re working on consolidating our services into a consolidated architecture:
- service stack (Python/WSGI)
- load balancer
- service cache
- service proxy
…or something like that. I’m primarily interested in the first item today: service stack.
We absolutely love Amazon Web Services. Their services remove a lot of the headache from our day-to-day life. However,
EC2 instances get pricey, especially when deploying a lot of services. Even if we put all of our services on their own
micro instances (which isn’t a great idea) the hard cost is pretty clear… let’s assume 50 services at today’s prices:
t1.microinstances x ~$14/month = $700/month
This doesn’t seem like an astounding number, but to be fair, this probably isn’t an accurate estimate;
we’re still forgetting high availability and load balancing, as well as snapshots. Assuming a
t1.micro is a great
option for all services, let’s factor in the new costs:
t1.microinstances x 2 availability zones x $14/month) + (50 elastic load balancers x $14/month) = $2100/month
Having a high availability setup is starting to add up a bit, and there are still additional costs for EBS, snapshots, S3
(if you’re using it), and data transfer.
Deis is a platform-as-a-service (Paas) much like
Heroku or Elastic Beanstalk. There are a few other open
source solutions out there like Flynn.io (which is at the time of writing still in alpha) and
dokku. Dokku will only run on a single instance, which doesn’t make it quite as
appealing as Deis.
The whole idea behind Deis is that you can simple
git push your application code to the cluster controller, and the
platform will take care of the rest, including providing the hostname and options to scale. The solution is based on
Docker which makes it extra appealing.
There is a contrib setup for EC2 in the source repository, and
it looks like it should work out of the box. It doesn’t currently appear to have support for AWS VPC just yet, but it
is just using CloudFormation stacks behind the scenes, so the configuration should be pretty straight forward. Now,
I don’t know about anyone else, but CloudFormation templates (example
make my brain hurt. AWS’s documentation is pretty clear for the most part, but sometimes it seems like you need a
very specific configuration in about 6 different places for something to work. VPC is very much like this.
Fortunately, someone has already tackled this and there is a pull request
open to merge it into deis trunk. The pull request effectively adds a couple configuration values that should allow deis
to operate in a VPC. Primarily, there are a couple environment variables you need to set before provisioning the cluster:
I did run into one problem with this, however, when I specified the environment variables, I found my CloudFormation stack
creation was failing (you can find this in your AWS console under the CloudFormation section, click on a stack, and select
the ‘Events’ tab below). The error I was getting was related to the VPC and AutoScalingGroup not being created in the
same availability zone, so I had to tweak the CloudFormation template
Resources:CoreOSServerAutoScale:Properties:AvailabilityZones key to reflect my AZ (namely
Another problem I ran into (that had nothing to do with Deis) was I was deploying to an availability zone that didn’t actually have access to the public internet (no gateway/nat). This manifested as an error when trying to
make run the cluster:
Once I got into the proper availability zone, the problem went away.
I ran into some more issues when I finally got
make run-ning…first the “activation” part of it took a really long time, like 15 minutes. I finally got this error:
One of the admins on the IRC channel for
#deis mentioned that you can
make run again with no problems, however after several runs I still couldn’t get the command to complete free from errors.
make status pointed out the issue with the controller:
failed hey? The same admin on the channel recommended
fleetctl start deis-controller although I think I’m using an older version of fleetctl (
0.2.0?) and I had to actually run
fleetctl start deis-controller.service. That appears to have worked:
I now have Deis running in the VPC, well, the first bits anyway. I will update with the second part which includes DNS configuration, initializing a cluster, and deploying an app.