Andrew Stewart
03/16/2023, 11:49 PMDeepyaman Datta
03/17/2023, 3:25 AMkedro docker build
creates a very simple Docker image with your project code copied in there, and then there are supporting commands like kedro docker run
if you want to use that Docker image locally, but it doesn't do anything very special. Some of the deployment guides use the image built using kedro docker build
, if I recall correctly, since it's a reasonable-enough way to build an image.marrrcin
03/17/2023, 8:26 AMDockerfile
was modified to allow multi stage build - the first stage: runtime-environment
only installs the project requirements and the second stage copies the project into docker image. Reasoning behind this is that you can just build the first stage and actually try to perform some interactive development and/or use it for executing the code “you will send to it” (it’s one of the options for Azure ML for example).Andrew Stewart
03/17/2023, 4:37 PMkedro docker run
and was a bit confused when it said it mounts the cwd project into the container... bc I would assume the conf
etc would have been copied in during image buildkedro docker build
isn't actually doing that (and yes, it took me about 30 minutes staring at the Dockerfile template before I realized that COPY --chown=${KEDRO_UID}:${KEDRO_GID} . .
was right there at the bottom lol).