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Document how we implement kubernetes on AWS, so that configuration tools other than kube-up can have a reference for what they should do, and generally to help developers get up to speed.
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<img src="http://kubernetes.io/img/warning.png" alt="WARNING" | ||
width="25" height="25"> | ||
<img src="http://kubernetes.io/img/warning.png" alt="WARNING" | ||
width="25" height="25"> | ||
<img src="http://kubernetes.io/img/warning.png" alt="WARNING" | ||
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<img src="http://kubernetes.io/img/warning.png" alt="WARNING" | ||
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<img src="http://kubernetes.io/img/warning.png" alt="WARNING" | ||
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<h2>PLEASE NOTE: This document applies to the HEAD of the source tree</h2> | ||
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If you are using a released version of Kubernetes, you should | ||
refer to the docs that go with that version. | ||
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<strong> | ||
The latest 1.0.x release of this document can be found | ||
[here](http://releases.k8s.io/release-1.0/docs/design/aws_under_the_hood.md). | ||
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Documentation for other releases can be found at | ||
[releases.k8s.io](http://releases.k8s.io). | ||
</strong> | ||
-- | ||
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## Peeking under the hood of kubernetes on AWS | ||
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We encourage you to use kube-up (or CloudFormation) to create a cluster. But | ||
it is useful to know what is being created: for curiosity, to understand any | ||
problems that may arise, or if you have to create things manually because the | ||
scripts are unsuitable for any reason. We don't recommend manual configuration | ||
(please file an issue and let us know what's missing if there's something you | ||
need) but sometimes it is the only option. | ||
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This document sets out to document how kubernetes on AWS maps to AWS objects. | ||
Familiarity with AWS is assumed. | ||
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### Top-level | ||
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Kubernetes consists of a single master node, and a collection of minion nodes. | ||
Other documents describe the general architecture of Kubernetes (all nodes run | ||
Docker; the kubelet agent runs on each node and launches containers; the | ||
kube-proxy relays traffic between the nodes etc). | ||
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By default on AWS: | ||
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* Instances run Ubuntu 15.04 (the official AMI). It includes a sufficiently | ||
modern kernel to give a good experience with Docker, it doesn't require a | ||
reboot. (The default SSH user is `ubuntu` for this and other ubuntu images) | ||
* By default we run aufs over ext4 as the filesystem / container storage on the | ||
nodes (mostly because this is what GCE uses). | ||
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These defaults can be changed by passing different environment variables to | ||
kube-up. | ||
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### Storage | ||
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AWS does support persistent volumes via EBS. These can then be attached to | ||
pods that should store persistent data (e.g. if you're running a database). | ||
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Minions do not have persistent volumes otherwise. In general, kubernetes | ||
containers do not have persistent storage unless you attach a persistent | ||
volume, and so minions on AWS use instance storage. Instance storage is | ||
cheaper, often faster, and historically more reliable. This does mean that you | ||
should pick an instance type that has sufficient instance storage, unless you | ||
can make do with whatever space is left on your root partition. | ||
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The master _does_ have a persistent volume attached to it. Containers are | ||
mostly run against instance storage, just like the minions, except that we | ||
repoint some important data onto the peristent volume. | ||
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By default we use aufs over ext4. `DOCKER_STORAGE=btrfs` is also a good choice | ||
for a filesystem: it is relatively reliable with Docker; btrfs itself is much | ||
more reliable than it used to be with modern kernels. It can easily span | ||
multiple volumes, which is particularly useful when we are using an instance | ||
type with multiple ephemeral instance disks. | ||
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### AutoScaling | ||
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We run the minions in an AutoScalingGroup. Currently auto-scaling (e.g. based | ||
on CPU) is not actually enabled (#11935). Instead, the auto-scaling group | ||
means that AWS will relaunch any minions that are terminated. | ||
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We do not currently run the master in an AutoScalingGroup, but we should | ||
(#11934) | ||
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### Networking | ||
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Kubernetes uses an IP-per-pod model. This means that a node, which runs many | ||
pods, must have many IPs. The way we implement this on AWS is to use VPCs and | ||
the advanced routing support that it allows. Each pod is assigned a /24 CIDR; | ||
then this CIDR is configured to route to an instance in the VPC routing table. | ||
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It is also possible to use overlay networking on AWS, but the default kube-up | ||
configuration does not. | ||
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### NodePort & LoadBalancing | ||
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Kubernetes on AWS integrates with ELB. When you create a service with | ||
Type=LoadBalancer, kubernetes (the kube-controller-manager) will create an ELB, | ||
create a security group for the ELB which allows access on the service ports, | ||
attach all the minions to the ELB, and modify the security group for the | ||
minions to allow traffic from the ELB to the minions. This traffic reaches | ||
kube-proxy where it is then forwarded to the pods. | ||
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ELB requires that all minions listen on a single port, and it acts as a layer-7 | ||
forwarding proxy (i.e. the source IP is not preserved). It is not trivial for | ||
kube-proxy to recognize the traffic therefore. So, LoadBalancer services are | ||
also exposed as NodePort services. For NodePort services, a cluster-wide port | ||
is assigned by kubernetes to the service, and kube-proxy listens externally on | ||
that port on every minion, and forwards traffic to the pods. So for a | ||
load-balanced service, ELB is configured to proxy traffic on the public port | ||
(e.g. port 80) to the NodePort assigned to the service (e.g. 31234), kube-proxy | ||
recognizes the traffic coming to the NodePort by the inbound port number, and | ||
send it to the correct pods for the service. | ||
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Note that we do not automatically open NodePort services in the AWS firewall | ||
(although we do open LoadBalancer services). This is because we expect that | ||
NodePort services are more of a building block for things like inter-cluster | ||
services or for LoadBalancer. To consume a NodePort service externally, you | ||
will likely have to open the port in the minion security group | ||
(`kubernetes-minion-<clusterid>`). | ||
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### IAM | ||
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kube-proxy sets up two IAM roles, one for the master called | ||
(kubernetes-master)[cluster/aws/templates/iam/kubernetes-master-policy.json] | ||
and one for the minions called | ||
(kubernetes-minion)[cluster/aws/templates/iam/kubernetes-minion-policy.json]. | ||
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The master is responsible for creating ELBs and configuring them, as well as | ||
setting up advanced VPC routing. Currently it has blanket permissions on EC2, | ||
along with rights to create and destroy ELBs. | ||
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The minion does not need a lot of access to the AWS APIs. It needs to download | ||
a distribution file, and then it is responsible for attaching and detaching EBS | ||
volumes to itself. | ||
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The minion policy is relatively minimal. The master policy is probably overly | ||
permissive. The security concious may want to lock-down the IAM policies | ||
further (#11936) | ||
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We should make it easier to extend IAM permissions and also ensure that they | ||
are correctly configured (#???) | ||
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### Tagging | ||
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All AWS resources are tagged with a tag named "KuberentesCluster". This tag is | ||
used to identify a particular 'instance' of Kubernetes, even if two clusters | ||
are deployed into the same VPC. (The script doesn't do this by default, but it | ||
can be done.) | ||
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Within the AWS cloud provider logic, we filter requests to the AWS APIs to | ||
match resources with our cluster tag. So we only see our own AWS objects. | ||
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If you choose not to use kube-up, you must tag everything with a | ||
KubernetesCluster tag with a unique per-cluster value. | ||
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# AWS Objects | ||
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The kube-up script does a number of things in AWS: | ||
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* Creates an S3 bucket (`AWS_S3_BUCKET`) and copy the kubernetes distribution | ||
and the salt scripts into it. They are made world-readable and the HTTP URLs | ||
are passed to instances; this is how kubernetes code gets onto the machines. | ||
* Creates two IAM profiles based on templates in `cluster/aws/templates/iam`. | ||
`kubernetes-master` is used by the master node; `kubernetes-minion` is used | ||
by minion nodes. | ||
* Creates an AWS SSH key named `kubernetes-<fingerprint>`. Fingerprint here is | ||
the OpenSSH key fingerprint, so that multiple users can run the script with | ||
different keys and their keys will not collide (with near-certainty) It will | ||
use an existing key if one is found at `AWS_SSH_KEY`, otherwise it will create | ||
one there. (With the default ubuntu images, if you have to SSH in: the user is | ||
`ubuntu` and that user can `sudo`) | ||
* Creates a VPC for use with the cluster (with a CIDR of 172.20.0.0/16)., and | ||
enables the `dns-support` and `dns-hostnames` options. | ||
* Creates an internet gateway for the VPC. | ||
* Creates a route table for the VPC, with the internet gateway as the default | ||
route | ||
* Creates a subnet (with a CIDR of 172.20.0.0/24) in the AZ `KUBE_AWS_ZONE` | ||
(defaults to us-west-2a). Currently kubernetes runs in a single AZ; there | ||
are two philosophies on how to achieve HA: cluster-per-AZ and | ||
cross-AZ-clusters. cluster-per-AZ says you should have an independent cluster | ||
for each AZ, they are entirely separate. cross-AZ-clusters allows a single | ||
cluster to span multiple AZs. The debate is open here: cluster-per-AZ is more | ||
robust but cross-AZ-clusters are more convenient. For now though, each AWS | ||
kuberentes cluster lives in one AZ. | ||
* Associates the subnet to the route table | ||
* Creates security groups for the master node (`kubernetes-master-<clusterid>`) | ||
and the minion nodes (`kubernetes-minion-<clusterid>`) | ||
* Configures security groups so that masters & minions can intercommunicate, | ||
and opens SSH to the world on master & minions, and opens port 443 to the | ||
world on the master (for the HTTPS API endpoint) | ||
* Creates an EBS volume for the master node of size `MASTER_DISK_SIZE` and type | ||
`MASTER_DISK_TYPE` | ||
* Launches a master node with a fixed IP address (172.20.0.9), with the | ||
security group, IAM credentials etc. An instance script is used to pass | ||
vital configuration information to Salt. The hope is that over time we can | ||
reduce the amount of configuration information that must be passed in this way. | ||
* Once the instance is up, it attaches the EBS volume & sets up a manual | ||
routing rule for the internal network range (`MASTER_IP_RANGE`, defaults to | ||
10.246.0.0/24) | ||
* Creates an auto-scaling launch-configuration and group for the minions. The | ||
name for both is `<KUBE_AWS_INSTANCE_PREFIX>-minion-group`, defaults to | ||
`kubernetes-minion-group`. The auto-scaling group has size min & max both set | ||
to `NUM_MINIONS`. You can change the size of the auto-scaling group to add or | ||
remove minions (directly though the AWS API/Console). The minion nodes | ||
self-configure: they come up, run Salt with the stored configuration; connect | ||
to the master and are assigned an internal CIDR; the master configures the | ||
route-table with the minion CIDR. The script does health-check the minions, | ||
but this is a self-check, it is not required. | ||
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If attempting this configuration manually, I highly recommend following along | ||
with the kube-up script, and being sure to tag everything with a | ||
`KubernetesCluster`=`<clusterid>` tag. Also, passing the right configuration | ||
options to Salt when not using the script is tricky: the plan here is to | ||
simplify this by having Kubernetes take on more node configuration, and even | ||
potentially remove Salt altogether. | ||
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## Manual infrastructure creation | ||
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While this work is not yet complete, advanced users may choose to create (some) | ||
AWS objects themselves, and still make use of the kube-up script (to configure | ||
Salt, for example). | ||
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* `AWS_S3_BUCKET` will use an existing S3 bucket | ||
* `VPC_ID` will reuse an existing VPC | ||
* `SUBNET_ID` will reuse an existing subnet | ||
* If your route table is tagged with the correct `KubernetesCluster`, it will | ||
be reused | ||
* If your security groups are appropriately named, they will be reused. | ||
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Currently there is no way to do the following with kube-up. If these affect | ||
you, please open an issue with a description of what you're trying to do (your | ||
use-case) and we'll see what we can do: | ||
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* Use an existing AWS SSH key with an arbitrary name | ||
* Override the IAM credentials in a sensible way (but this is in-progress) | ||
* Use different security group permissions | ||
* Configure your own auto-scaling groups | ||
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# Instance boot | ||
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The instance boot procedure is currently pretty complicated, primarily because | ||
we must marshal configuration from Bash to Salt via the AWS instance script. | ||
As we move more post-boot configuration out of Salt and into Kubernetes, we | ||
will hopefully be able to simplify this. | ||
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When the kube-up script launches instances, it builds an instance startup | ||
script which includes some configuration options passed to kube-up, and | ||
concatenates some of the scripts found in the cluster/aws/templates directory. | ||
These scripts are responsible for mounting and formatting volumes, downloading | ||
Salt & Kubernetes from the S3 bucket, and then triggering Salt to actually | ||
install Kubernetes. | ||
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