dockerfiles/ludwig/Dockerfile

FROM tensorflow/tensorflow:latest-py3
RUN pip install --no-cache-dir ludwig[full]
WORKDIR /data
ENTRYPOINT ["ludwig"]
add ludwig 2019-12-06 22:38:30 +02:00			`FROM tensorflow/tensorflow:latest-py3`
chore: Use --no-cache-dir flag to pip in Dockerfiles, to save space Using "--no-cache-dir" flag in pip install ,make sure dowloaded packages by pip don't cached on system . This is a best practise which make sure to fetch ftom repo instead of using local cached one . Further , in case of Docker Containers , by restricing caching , we can reduce image size. In term of stats , it depends upon the number of python packages multiplied by their respective size . e.g for heavy packages with a lot of dependencies it reduce a lot by don't caching pip packages. Further , more detail information can be found at https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b6 Signed-off-by: Pratik Raj <rajpratik71@gmail.com> 2021-07-01 21:32:49 +02:00			`RUN pip install --no-cache-dir ludwig[full]`
add ludwig 2019-12-06 22:38:30 +02:00			`WORKDIR /data`
			`ENTRYPOINT ["ludwig"]`