How do I run a python script with Tensorflow running in a Docker on Windows?

Imagine I manage to install Tensorflow on Windows, using Docker as in these two links, for example:

TensorFlow on Windows

  • Cannot connect to HTTPS (443) from a docker image
  • How to access a host port (bind with ssh -R) from a container?
  • Running Docker in Docker with Flask Server as “outer” container
  • Unix protocol not supported - Docker Plugin Version - 0.16.2
  • Docker nginx can't connect to upstream gunicorn running in separate container
  • HTTP Request from Dockerfile not successful
  • How to install and run TensorFlow on a Windows PC

    In both links, they’re able to use Tensorflow on a shell python (don’t know exactly what version, I have Anaconda installed).

    But what if I want to run a script that I made on my local machine that has Tensorflow in it? How do I call the script from docker? I mean, how do I find the script (located on my desktop, for instance) from docker to run it?

  • Dockerfile for flask application with matplotlib
  • Docker not allowing push to repo
  • Debian Packagemanager won't install vagrant.deb package on alpine-linux, while building docker image
  • Change default route in docker container
  • Running Kubernetes Example on CoreOS, Part 1 not work
  • Where to store data in a Kubernetes cluster
  • One Solution collect form web for “How do I run a python script with Tensorflow running in a Docker on Windows?”

    If you want your container (that has Tensorflow already preinstalled, since it is running from the Tensorflow image) to access your script, you need to mount that script from your host onto a local path in your container.

    docker run -v /path/to/your/script:/path/to/script
    

    See “Mount a host file as a data volume”.

    The -v flag can also be used to mount a single file – instead of just directories – from the host machine.

    $ docker run --rm -it -v ~/.bash_history:/.bash_history ubuntu /bin/bash
    

    Then, from your container, you will access the same script in /path/to/script.

    Alex Pryiomka gives an example of running such a script in tensorflow with “How to run Python Scripts on Mac Terminal using Docker with Tensorflow?”

    Docker will be the best open platform for developers and sysadmins to build, ship, and run distributed applications.