One of my jobs at Wakoopa is to manage our technical infrastructure, on top of Amazon Web Services. And although all developers in our team share some of that responsibility, I'm usually the one to implement and update our CloudFormation stacks and our Chef cookbooks, and investigate new developments in this field.
Today I want to walk you through my experiments with CoreOS, confd, etcd, fleet, and CloudFormation. I'm very excited about these tools and I hope to share that excitement with you :-).
All the code for these experiments is in this repo. If you want to comment on this article, or you run into issues with the walkthrough below, please email me or ping me on Twitter.
- 2014-04-30 - thanks to @brianhicks and bacongobbler I've replaced all the grep/awk voodoo to get the host IP with a simple solution based on environment variables from /etc/environment. The code samples below have been updated, along with the systemd unit files in the repository.
- 2014-05-01 - thanks to @brianhicks I've removed the calls to /bin/bash in the systemd unit files, and now just call the required process right away. The
$COREOS_PUBLIC_IPV4variable gets substituted in with
- 2014-05-02 - updated the fleetctl submit commands to include start as well. When I started writing this article I was using an alpha version of fleetctl that automatically starts submitted units. The article has been updated to reflect the commands that work with the currently stable version of fleetctl (0.2.0).
- 2014-05-03 - part 2 of this article is up: CoreOS follow-up: Sinatra, Logstash, Elasticsearch, and Kibana
- 2014-05-12 - added some remarks and added
.servicesuffixes to inline fleetctl commands. Thanks to Scott Wilson.
So, what are CoreOS, confd, etcd, fleet, and CloudFormation? Let me introduce them to you real quick:
CoreOS is a minimal Linux-based operating system aimed at large-scale server deployments. CoreOS is written with scalability and security in mind. Next to that it is stongly biased towards Docker: every process running on a CoreOS server should be running in a Docker container. CoreOS comes with Docker and etcd pre-installed.
Docker is a platform to create light-weight, stand-alone, containers from any application. It allows you to run processes in a pseudo-VM that boots extremely fast (under 1 second) and isolates all its resources. confd is a configuration management tool built on top of etcd. Confd can watch certain keys in etcd, and update the related configuration files as soon as the key changes. After that, confd can reload or restart applications related to the updated configuration files. This allows you to automate configuration changes to all the servers in your cluster, and makes sure all services are always looking at the latest configuration.
etcd is a highly available, distributed key/value store that is built to distribute configuration updates to all the servers in your cluster. Next to that it can be used for service discovery, or basically for any other distributed key/value based process that applies to your situation. Read more about how etcd works.
fleet is a layer on top of systemd, the well-known init system. Fleet basically lets you manage your services on any server in your cluster transparently, and gives you some convenient tools to inspect the state of your services.
CloudFormation is part of the Amazon Web Services suite. It is a tool that automates setting up a full application stack. You describe all the AWS resources your stack needs in JSON format, and upload that JSON file to CloudFormation. CloudFormation inspects the JSON file and creates all the requested AWS resources in the right order. There are two great advantages to using CloudFormation over manually creating your AWS resources:
- The JSON file that describes your stack can be managed by source control
- Once you delete your stack all related resources are deleted automatically, leaving you with a nicely cleaned up AWS account
The big question is: can we make all these tools play nicely together? If we could, we would have a very sturdy base environment that could be used to host applications of any kind, and scale virtually endlessly.
For the rest of this article I assume you've got access to the docker and fleetctl commands, either on a (Vagrant) virtual machine or on your workstation. Follow the respective guides with installation instructions for your platform, and make sure you have an AWS account. Then return here to follow along with me :-).
Let's start with creating a CloudFormation stack, consisting of a few EC2 instances and a security group that gives the instances access to each others etcd daemons. This security group will also give you access to each of the instances via SSH.
I've used this stack definition. As you can see it's in YAML format for readability. The JSON version is here. If you update the YAML version of the stack, use this shell command to parse it into JSON, assuming you have Ruby installed and your YAML file is called stack.yml:
ruby -r json -r yaml -e "yaml = YAML.load(File.read('./stack.yml')); print yaml.to_json" > stack.json
Sign in to the AWS dashboard, open the CloudFormation page and click Create Stack. Enter a name, select your stack.json file, fill in the requested fields and launch your stack. You should see your stack being created on the CloudFormation page, eventually reaching the CREATE_COMPLETE state. This means your stack is done.
You should now have a few EC2 instances running CoreOS, ready to do work for you.
Note: at the time of writing there is a bug in CoreOS that causes your EC2 instance's disk space to not be properly resized after booting. The workaround is to run this command on each of the EC2 instances in your fleet, via SSH:
sudo btrfs filesystem resize 1:max /
To control your cluster with fleet, you use the fleetctl command. As you can read here, fleet has no built-in security mechanism. If you want to use fleetctl from your workstation, you need to configure fleet to use an SSH tunnel. I found that an easy way to do this is to configure the SSH user and private key in ~/.ssh/config and then export the FLEETCTL_TUNNEL variable on the command line. Like so:
Host coreos User core HostName <ip-of-a-cluster-instance> IdentityFile ~/.ssh/your_aws_private_key.pem
It doesn't matter which instance you use as the other end of your SSH tunnel, as long as you use the EC2 instance's public IP address. Of course the IP address in your SSH config must be the same as what you export in the environment variable.
Also, make sure to add your private key to ssh-agent, to make sure the ssh commands work: ssh-add ~/.ssh/your_aws_private_key.pem
Once you've done this, the following command should show you the servers in your cluster:
MACHINE IP METADATA 015a6f3a... 10.104.242.206 - 3588db25... 10.73.200.139 -
"Hello World" with etcd (de)registration
The following code describes a "Hello World" service that runs an eternal while loop in a Docker container. It does more than that though: before starting and before stopping the container, the application registers itself with etcd. This is the code:
[Unit] Description=Hello World After=docker.service Requires=docker.service [Service] EnvironmentFile=/etc/environment ExecStartPre=/usr/bin/etcdctl set /test/%m $COREOS_PUBLIC_IPV4 ExecStart=/usr/bin/docker run --name test --rm busybox /bin/sh -c "while true; do echo Hello World; sleep 1; done" ExecStop=/usr/bin/etcdctl rm /test/%m ExecStop=/usr/bin/docker kill test
Let's go through that line by line:
- A description for this unit
- Tells systemd to start this unit after docker.service
- Tells systemd that this unit needs docker.service to operate properly
- An empty line ;-)
- Reads the file /etc/environment and exposes its environment variables to the current unit file
- ExecStartPre runs before the service is started. The line
/usr/bin/etcdctl set /test/%m $COREOS_PUBLIC_IPV4creates a key in etcd with the name of the unique machine ID (expanded from %m in systemd) and the machine's public IP as value (this variable comes from the /etc/environment file). This key/value pair in etcd is useful for the Sinatra and nginx part below. Note: Make sure to replace this with COREOS_PRIVATE_IPV4 if you're running in a VPC on EC2.
- ExecStart starts the actual service. This is a vanilla Docker command.
- The first ExecStop deregisters the
/test/<machine-id>key from etcd
- The second ExecStop kills the actual Docker container.
To run this service, save it to a file called hello.service, submit it to your fleet with fleetctl and start it:
fleetctl submit hello.service fleetctl start hello.service
If you now call fleetctl list-units, you should see your service running:
UNIT STATE LOAD ACTIVE SUB DESC MACHINE hello.service loaded loaded active running Hello World a2ada91b.../172.17.8.102
To see the output of the service, call fleetctl journal hello.service:
-- Logs begin at Thu 2014-04-24 13:18:12 UTC, end at Fri 2014-04-25 09:50:50 UTC. -- Apr 25 09:50:40 core-02 docker: Hello World Apr 25 09:50:41 core-02 docker: Hello World Apr 25 09:50:42 core-02 docker: Hello World Apr 25 09:50:43 core-02 docker: Hello World ...
Note that journal accepts a -f flag, which streams the output of the service to your terminal in real time. To see the status of the service, call fleetctl status hello.service:
● hello.service - Hello World Loaded: loaded (/run/systemd/system/hello.service; static) Active: active (running) since Fri 2014-04-25 09:49:33 UTC; 1min 57s ago Process: 7035 ExecStartPre=/usr/bin/etcdctl set /test/%m $COREOS_PUBLIC_IPV4 (code=exited, status=0/SUCCESS) Main PID: 7041 (docker) CGroup: /system.slice/test.service └─7041 /usr/bin/docker run --name test --rm busybox /bin/sh -c while true; do echo Hello World; sleep 1; done
Now that we've got a simple "Hello World" application running with etcd (de)registration, it's time to move on to something interesting: multiple Sinatra services and an nginx proxy that automatically adds/removes upstream servers based on the presence of the Sinatra services.
Sinatra and etcd
For the purpose of this experiment I've created a very simple Docker container that runs an "Hello world" app in Sinatra. The image has been pushed to the Docker Index, so you can use it with docker pull marceldegraaf/sinatra.
The inspiration for this example is the Fleet Example Deployment page in the CoreOS documentation. To run this container on our cluster, we need to define a systemd service that will start Docker with this image. This is the service definition. I've saved it to a file called sinatra.service:
[Unit] Description=sinatra [Service] EnvironmentFile=/etc/environment ExecStartPre=/usr/bin/docker pull marceldegraaf/sinatra ExecStart=/usr/bin/docker run --name sinatra-%i --rm -p %i:5000 -e PORT=5000 marceldegraaf/sinatra ExecStartPost=/usr/bin/etcdctl set /app/server/%i $COREOS_PUBLIC_IPV4:%i ExecStop=/usr/bin/docker kill sinatra-%i ExecStopPost=/usr/bin/etcdctl rm /app/server/%i [X-Fleet] X-Conflicts=sinatra@%i.service
As you can see we use the %i specifier as a placeholder for the port number. This is used for a nice feature of systemd: if the service description filename contains an @, the part before the @ is available in the service file as %p. The part after the @ is available as %i, which is what we're doing here. Now, you'll probably think: "how does this work, as the service is saved to a file called sinatra.service, without an @?". The neat thing is that we can create an arbitrary amount of symlinks to this single service file, each of the symlinks having a different port number after the @ in the filename. So, in concreto, I made the following symlinks:
-rw-r--r-- 1 mdg staff sinatra.service lrwxr-xr-x 1 mdg staff firstname.lastname@example.org -> sinatra.service lrwxr-xr-x 1 mdg staff email@example.com -> sinatra.service
As you can guess, this defines two Sinatra services: one available on port 5000 of the host, one on port 5001 of the host. To start these services in your cluster, first submit them with fleetctl:
fleetctl submit firstname.lastname@example.org fleetctl start email@example.com fleetctl submit firstname.lastname@example.org fleetctl start email@example.com
You should now see your Sinatra services running with fleetctl list-units.
As you can see we start a Docker container with the name sinatra (line 2), and forward port 5000 or 5001 on the Docker host to port 5000 of the Docker container. This is where the Thin webserver is running the simple Sinatra app.
Note the X-Conflicts statement in the
[X-Fleet] section (line 12). This tells fleet to run only one Sinatra service with the same port per host machine.
On line 7 of the service file we register the Sinatra service with etcd. In this case, we write a key called
/app/server/<port> with a value of
If you log in to one of your machines via SSH, you can verify if the Sinatra services have registered themselves in etcd.
etcdctl ls-recursive /app/server should list your two ports:
/app /app/server /app/server/5000 /app/server/5001
If you were to kill one of the Sinatra services (with
fleetctl destroy sinatra@<port>.service) you would see that one entry disappears from etcd. If you submit it again, it sould re-register itself. Quite neat!
The next step is to add Nginx to the mix, to act as a dynamic proxy in front of these Sinatra services.
Nginx and etcd
Lets start with creating a simple nginx service that we'll start with fleetctl:
[Unit] Description=nginx [Service] EnvironmentFile=/etc/environment ExecStartPre=/usr/bin/docker pull marceldegraaf/nginx ExecStart=/usr/bin/docker run --rm --name nginx -p 80:80 -e HOST_IP=$COREOS_PUBLIC_IPV4 marceldegraaf/nginx ExecStop=/usr/bin/docker kill nginx [X-Fleet] X-Conflicts=nginx.service
As you can see the container uses my marceldegraaf/nginx Docker repository. The source files for that repository are here. Before I walk you through how the automated service discovery works, let's start the nginx service:
fleetctl submit nginx.service fleetctl start nginx.service
The magic happens in boot.sh. This is where confd comes into play. When the container boots, it runs boot.sh, which does some interesting things:
until confd -onetime -node $ETCD -config-file /etc/confd/conf.d/nginx.toml; do echo "[nginx] waiting for confd to refresh nginx.conf" sleep 5 done
This code runs an endless loop, waiting for confd to do an initial update of the nginx.conf template. It uses nginx.toml as the confd configuration file. That file looks like this:
[template] keys = [ "app/server" ] owner = "nginx" mode = "0644" src = "nginx.conf.tmpl" dest = "/etc/nginx/sites-enabled/app.conf" check_cmd = "/usr/sbin/nginx -t -c /etc/nginx/nginx.conf" reload_cmd = "/usr/sbin/service nginx reload"
This configuration file tells confd to keep an eye on the /app/server etcd key, which we've used above to register the Sinatra services on. If there is an update to one of the watched keys, the src template is parsed again and stored to dest, and reload_cmd gets called. This effectively reloads nginx to look at the currently active upstream Sinatra services.
Once confd has done the initial update of the nginx.conf file, boot.sh starts confd in the background with an interval of 10 seconds:
confd -interval 10 -node $ETCD -config-file /etc/confd/conf.d/nginx.toml &
Every 10 seconds confd will check if there have been changes to the /app/server etcd key. If so, it will trigger an update of the nginx configuration file and reload nginx.
Now that you've followed all these steps, you should have two Sinatra and one nginx service running on your CoreOS cluster.
If you SSH into the machine that runs the nginx container, you should be able to reach the Sinatra containers through nginx with a simple curl localhost. This should output Hello World!. If you run
fleetctl journal -f firstname.lastname@example.org and
fleetctl journal -f email@example.com in two separate terminals, you should see the requests throuh nginx coming in. You should also be able to stop any of the Sinatra services with
fleetctl destroy sinatra@<port>.service, and still be able to perform requests through the nginx container on the remaining Sinatra service. Of course this will stop working once you destroy both of the running Sinatra services.
You should also be able to connect to the nginx service from within your normal web browser, using the hostname of the ELB that was created with your CloudFormation run. To get this hostname, log in to the AWS console and open the "Load Balancers" section of the EC2 dashboard. Click the ELB called CoreOS-CoreOSELB... and copy/paste the "A Record" hostname (next to "DNS Name" in the details panel of the ELB) to a new browser tab. That page should also show "Hello World!".
Note that you could now create symlinks to an arbitrary amount of additional Sinatra service files (e.g.
firstname.lastname@example.org, ...). Starting these additional services should automatically register them in etcd and add them to the collection of nginx upstream servers:
UNIT STATE LOAD ACTIVE SUB DESC MACHINE nginx.service loaded loaded active running nginx e70d20cf.../10.88.3.238 email@example.com loaded loaded active running sinatra 17904170.../10.81.1.90 firstname.lastname@example.org loaded loaded active running sinatra 17904170.../10.81.1.90 email@example.com loaded loaded active running sinatra e70d20cf.../10.88.3.238 firstname.lastname@example.org loaded loaded active running sinatra e70d20cf.../10.88.3.238 email@example.com loaded loaded active running sinatra e70d20cf.../10.88.3.238 firstname.lastname@example.org loaded loaded active running sinatra 17904170.../10.81.1.90 email@example.com loaded loaded active running sinatra e70d20cf.../10.88.3.238 firstname.lastname@example.org loaded loaded active running sinatra e70d20cf.../10.88.3.238 email@example.com loaded loaded active running sinatra 17904170.../10.81.1.90 firstname.lastname@example.org loaded loaded active running sinatra e70d20cf.../10.88.3.238 email@example.com loaded loaded active running sinatra e70d20cf.../10.88.3.238
First of all: congratulations for making it this far! This was by far the longest article I've ever written, and researching all this stuff cost me considerably more time than I had expected. It was worth it though, because I'm extremely impressed by CoreOS and the tooling ecosystem around it. I wouldn't be surprised if this is going to be the next big step in setting up highly available and scalable web applications.
This would also be a good place to mention Flynn and Deis, two projects that aim to solve "the devops issue" in ways similar to what you've seen in this post.
Next up for me is trying out Mozilla's heka for aggregated log collection, and Heroku's buildpacks to compile and run a full-blown web application in a generic Docker container. I might even blog about this! ;-).