Add TensorFlow and Numpy libraries to osgeo/gdal docker image

user_8943214 0
Viewed 416

I'm using Docker to build and run my projects.

I need to use gdal library, but using pip install gdal I have lots of error, so I tried to download from https://github.com/OSGeo/gdal/tree/master/gdal/docker the GDAL docker images.

Now I would like to run my .py file but I have to import also TensorFlow and Numpy and other libraries. GDAL docker image, as I expected, doesn't come with other libraries.

Is there a way to build a new image from GDAL docker image and include other libraries? I tried to make something similar with Nvidia TF docker image and it works (Dockerfile down below) without gdal library installed, but if I change FROM osgeo/gdal (name of GDAL image) I have an error pip can't be find.

#Dockerfile 
FROM nvcr.io/nvidia/tensorflow:19.12-tf2-py3
WORKDIR /work
COPY requirements.txt ./
RUN pip install -r requirements.txt

Any advise?

dockerfile tensorflow docker gdal python
1 Answers

I found the solution:

FROM osgeo/gdal
RUN apt-get update
RUN apt install -y python3-pip
WORKDIR /work
COPY requirements.txt ./
RUN pip install -r requirements.txt

After that, you can install TF throw requirements.txt file and you are done!

user_89432140
Related