potiuk opened a new pull request, #24580:
URL: https://github.com/apache/airflow/pull/24580
In the new Breeze, switching to using parallelism is a ... breeze.
This PR adds the capability of building the images in parallel in Breeze
locally - for breeze command, but also uses this capability to build the
images in parallel in our CI. Our builds are always executed on
powerful, big machines with lots of CPU and docker run in memory
filesystem with 32GB RAM, so it should be possible to run all builds in
parallel on a single machine rather then spin off parallel machines to
run the builds using the matrix strategy of Github Actions.
Generally speaking - this will either speed up or get 4x cost saving for
the build steps for all the "full test needed" PRs as well as all the
main builds.
There are a number of savings and improvements we can achieve this way:
1) less overhead for starting and runnning the machines
2) seems that with the new buildkit, the parallel builds are not
suffering from some sequential locks (as it used to be, so
we are basically do the same job using 25% resources for building
the images.
3) we will stop having random "one image failed to build" cases - they
will all either fail or succeed.
4) Less checks in the output
5) Production builds will additionally gain from single CI image
pulled in order to perform the preparation of the packages
and single package preparation step - it will save 4-5 minutes
per image.
The disadvantage is a less clear output of such parallel build where
outputs from multiple builds will be interleaved in one CI output.
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