How to pull private docker image from docker to new machine

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I have a new machine with a docker engine. I want to pull down a private docker image from docker.com.

I can pull down any public docker image, no problem.

klas@dockerengine:~$ docker pull nginx
latest: Pulling from nginx

39bb80489af7: Pull complete
df2a0347c9d0: Pull complete
[...]

But my private image fails:

klas@dockerengine:~$ docker pull mellbourn/privaterepo
Pulling repository mellbourn/privaterepo
FATA[0002] Error: image mellbourn/privaterepo:latest not found

What should I do?

It may have to do with SSH, but I know very little about SSH.

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Adrian Mouat On BEST ANSWER

You need to run docker login before you can access private repositories.