V0lantis commented on PR #35026:
URL: https://github.com/apache/airflow/pull/35026#issuecomment-1774724955

   Thank you @potiuk for this detailed comment on how the Dockerfile is built. 
I came up with the following (d952c9c5b1):
   
   To invalidate cache between two different python versions, I am using the 
`id` param from `--mount=type=cache` 
[argument](https://github.com/moby/buildkit/blob/master/frontend/dockerfile/docs/reference.md#run---mounttypecache).
 This allow to specify the version of python and the architecture on which it 
is built. I hope this will solve the issue of cached invalidation you mentioned 
above.
   
   Result :
   
   ```jsx
   => [airflow-build-image 15/16] RUN 
--mount=type=cache,[id=dockerhub.containers.mpi-internal.com/python:3.11-slim-bullseye-arm64,target=/home/airflow/.cache/pip,uid=50000](http://id%3Ddockerhub.containers.mpi-internal.com/python:3.11-slim-bullseye-arm64,target=/home/airflow/.cache/pip,uid=50000)
   if [[ false == "true" ]]; then         bash /scr  7.7s
   ```


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