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title | description | keywords |
---|---|---|
Docker Context | Learn about Docker Context | engine, context, cli, kubernetes |
Introduction
This guide shows how contexts make it easy for a single Docker CLI to manage multiple Swarm clusters, multiple Kubernetes clusters, and multiple individual Docker nodes.
A single Docker CLI can have multiple contexts. Each context contains all of the endpoint and security information required to manage a different cluster or node. The docker context
command makes it easy to configure these contexts and switch between them.
As an example, a single Docker client on your company laptop might be configured with two contexts; dev-k8s and prod-swarm. dev-k8s contains the endpoint data and security credentials to configure and manage a Kubernetes cluster in a development environment. prod-swarm contains everything required to manage a Swarm cluster in a production environment. Once these contexts are configured, you can use the top-level docker context use <context-name>
to easily switch between them.
For information on using Docker Context to deploy your apps to the cloud, see Deploying Docker containers on Azure and Deploying Docker containers on ECS.
Prerequisites
To follow the examples in this guide, you'll need:
- A Docker client that supports the top-level
context
command
Run docker context
to verify that your Docker client supports contexts.
You will also need one of the following:
- Docker Swarm cluster
- Single-engine Docker node
- Kubernetes cluster
The anatomy of a context
A context is a combination of several properties. These include:
- Name
- Endpoint configuration
- TLS info
- Orchestrator
The easiest way to see what a context looks like is to view the default context.
$ docker context ls
NAME DESCRIPTION DOCKER ENDPOINT KUBERNETES ENDPOINT ORCHESTRATOR
default * Current... unix:///var/run/docker.sock swarm
This shows a single context called "default". It's configured to talk to a Swarm cluster through the local /var/run/docker.sock
Unix socket. It has no Kubernetes endpoint configured.
The asterisk in the NAME
column indicates that this is the active context. This means all docker
commands will be executed against the "default" context unless overridden with environment variables such as DOCKER_HOST
and DOCKER_CONTEXT
, or on the command-line with the --context
and --host
flags.
Dig a bit deeper with docker context inspect
. In this example, we're inspecting the context called default
.
$ docker context inspect default
[
{
"Name": "default",
"Metadata": {
"StackOrchestrator": "swarm"
},
"Endpoints": {
"docker": {
"Host": "unix:///var/run/docker.sock",
"SkipTLSVerify": false
}
},
"TLSMaterial": {},
"Storage": {
"MetadataPath": "\u003cIN MEMORY\u003e",
"TLSPath": "\u003cIN MEMORY\u003e"
}
}
]
This context is using "swarm" as the orchestrator (metadata.stackOrchestrator
). It is configured to talk to an endpoint exposed on a local Unix socket at /var/run/docker.sock
(Endpoints.docker.Host
), and requires TLS verification (Endpoints.docker.SkipTLSVerify
).
Create a new context
You can create new contexts with the docker context create
command.
The following example creates a new context called "docker-test" and specifies the following:
- Default orchestrator = Swarm
- Issue commands to the local Unix socket
/var/run/docker.sock
$ docker context create docker-test \
--default-stack-orchestrator=swarm \
--docker host=unix:///var/run/docker.sock
Successfully created context "docker-test"
The new context is stored in a meta.json
file below ~/.docker/contexts/
. Each new context you create gets its own meta.json
stored in a dedicated sub-directory of ~/.docker/contexts/
.
Note: The default context behaves differently than manually created contexts. It does not have a
meta.json
configuration file, and it dynamically updates based on the current configuration. For example, if you switch your current Kubernetes config usingkubectl config use-context
, the default Docker context will dynamically update itself to the new Kubernetes endpoint.
You can view the new context with docker context ls
and docker context inspect <context-name>
.
The following can be used to create a config with Kubernetes as the default orchestrator using the existing kubeconfig stored in /home/ubuntu/.kube/config
. For this to work, you will need a valid kubeconfig file in /home/ubuntu/.kube/config
. If your kubeconfig has more than one context, the current context (kubectl config current-context
) will be used.
$ docker context create k8s-test \
--default-stack-orchestrator=kubernetes \
--kubernetes config-file=/home/ubuntu/.kube/config \
--docker host=unix:///var/run/docker.sock
Successfully created context "k8s-test"
You can view all contexts on the system with docker context ls
.
$ docker context ls
NAME DESCRIPTION DOCKER ENDPOINT KUBERNETES ENDPOINT ORCHESTRATOR
default * Current unix:///var/run/docker.sock https://35.226.99.100 (default) swarm
k8s-test unix:///var/run/docker.sock https://35.226.99.100 (default) kubernetes
docker-test unix:///var/run/docker.sock swarm
The current context is indicated with an asterisk ("*").
Use a different context
You can use docker context use
to quickly switch between contexts.
The following command will switch the docker
CLI to use the "k8s-test" context.
$ docker context use k8s-test
k8s-test
Current context is now "k8s-test"
Verify the operation by listing all contexts and ensuring the asterisk ("*") is against the "k8s-test" context.
$ docker context ls
NAME DESCRIPTION DOCKER ENDPOINT KUBERNETES ENDPOINT ORCHESTRATOR
default Current DOCKER_HOST based configuration unix:///var/run/docker.sock https://35.226.99.100 (default) swarm
docker-test unix:///var/run/docker.sock swarm
k8s-test * unix:///var/run/docker.sock https://35.226.99.100 (default) kubernetes
docker
commands will now target endpoints defined in the "k8s-test" context.
You can also set the current context using the DOCKER_CONTEXT
environment variable. This overrides the context set with docker context use
.
Use the appropriate command below to set the context to docker-test
using an environment variable.
Windows PowerShell:
> $Env:DOCKER_CONTEXT=docker-test
Linux:
$ export DOCKER_CONTEXT=docker-test
Run a docker context ls
to verify that the "docker-test" context is now the active context.
You can also use the global --context
flag to override the context specified by the DOCKER_CONTEXT
environment variable. For example, the following will send the command to a context called "production".
$ docker --context production container ls
Exporting and importing Docker contexts
The docker context
command makes it easy to export and import contexts on different machines with the Docker client installed.
You can use the docker context export
command to export an existing context to a file. This file can later be imported on another machine that has the docker
client installed.
By default, contexts will be exported as a native Docker contexts. You can export and import these using the docker context
command. If the context you are exporting includes a Kubernetes endpoint, the Kubernetes part of the context will be included in the export
and import
operations.
There is also an option to export just the Kubernetes part of a context. This will produce a native kubeconfig file that can be manually merged with an existing ~/.kube/config
file on another host that has kubectl
installed. You cannot export just the Kubernetes portion of a context and then import it with docker context import
. The only way to import the exported Kubernetes config is to manually merge it into an existing kubeconfig file.
Let's look at exporting and importing a native Docker context.
Exporting and importing a native Docker context
The following example exports an existing context called "docker-test". It will be written to a file called docker-test.dockercontext
.
$ docker context export docker-test
Written file "docker-test.dockercontext"
Check the contents of the export file.
$ cat docker-test.dockercontext
meta.json0000644000000000000000000000022300000000000011023 0ustar0000000000000000{"Name":"docker-test","Metadata":{"StackOrchestrator":"swarm"},"Endpoints":{"docker":{"Host":"unix:///var/run/docker.sock","SkipTLSVerify":false}}}tls0000700000000000000000000000000000000000000007716 5ustar0000000000000000
This file can be imported on another host using docker context import
. The target host must have the Docker client installed.
$ docker context import docker-test docker-test.dockercontext
docker-test
Successfully imported context "docker-test"
You can verify that the context was imported with docker context ls
.
The format of the import command is docker context import <context-name> <context-file>
.
Now, let's look at exporting just the Kubernetes parts of a context.
Exporting a Kubernetes context
You can export a Kubernetes context only if the context you are exporting has a Kubernetes endpoint configured. You cannot import a Kubernetes context using docker context import
.
These steps will use the --kubeconfig
flag to export only the Kubernetes elements of the existing k8s-test
context to a file called "k8s-test.kubeconfig". The cat
command will then show that it's exported as a valid kubeconfig file.
$ docker context export k8s-test --kubeconfig
Written file "k8s-test.kubeconfig"
Verify that the exported file contains a valid kubectl config.
$ cat k8s-test.kubeconfig
apiVersion: v1
clusters:
- cluster:
certificate-authority-data:
<Snip>
server: https://35.226.99.100
name: cluster
contexts:
- context:
cluster: cluster
namespace: default
user: authInfo
name: context
current-context: context
kind: Config
preferences: {}
users:
- name: authInfo
user:
auth-provider:
config:
cmd-args: config config-helper --format=json
cmd-path: /snap/google-cloud-sdk/77/bin/gcloud
expiry-key: '{.credential.token_expiry}'
token-key: '{.credential.access_token}'
name: gcp
You can merge this with an existing ~/.kube/config
file on another machine.
Updating a context
You can use docker context update
to update fields in an existing context.
The following example updates the "Description" field in the existing k8s-test
context.
$ docker context update k8s-test --description "Test Kubernetes cluster"
k8s-test
Successfully updated context "k8s-test"