I just got a Mac and shifted from Windows and installed Tensorflow using Docker and everything is working fine, but I want to run a python script that I have from before. Is there any way to run a python script in docker on a Mac, using the terminal?
3 Answers
More information would be very helpful, but perhaps this is useful for you.
It depends on a lot of different factors, but assuming a couple of things:
The docker containing Tensorflow has a name like 'tensorflow' already contains the python script: you can use: docker run tensorflow 'python '
If the script is not yet present, you can either use build a docker based on that image using a docker file, something along the lines of:
FROM tensorflow:latest
ADD /some/local/path.py /the/path/on/my/docker
Or you can create/run the docker interactively by doing something along the lines of:
Docker run -ti tensorflow /bin/bash Which will start an instance of the tensorflow container and start /bin/bash on it. You now have an interactive shell so can place the python script any way you want and start it.
1 Comment
U754V
Once I enter
docker run -it tensorflow/tensorflow /bin/bash, how do I enter the python script that I want to run?Lets assume you have a script my_script.py located at /Users/awesome_user/python_scripts/ on your mac
By default the tensorFlow image bash will locate you at /notebooks.
Run this command in your terminal:
docker run --rm -it -v /Users/awesome_user/python_scripts/:/notebooks gcr.io/tensorflow/tensorflow bash
This will map your local mac folder /Users/awesome_user/python_scripts/ to the docker's local folder /notebooks
then just run from the bash python my_script.py. Also running ls should reveal your folder content
1 Comment
Alex Pryiomka
Obviously, feel free to replace
/notebooks with whatever local docker folder :)Something like the below should do...
Create a Dockerfile with the below content:
FROM gcr.io/tensorflow/tensorflow:latest
COPY script.py /usr/bin/
CMD ["python", "/usr/bin/script.py"]
build the image:
$ docker build -t mytensorflow .
run it:
$ docker run -it --rm mytensorflow
if you want to keep the container going after the script is run don't --rm it...
1 Comment
U754V
FROM gcr.io/tensorflow/tensorflow:latest returns FROM: can't read /var/mail/gcr.io/tensorflow/tensorflow:latest
docker run -it -p 8888:8888 tensorflow/tensorflow, and the script is on my local machine, and am using Python 2.x