potiuk opened a new pull request, #37360:
URL: https://github.com/apache/airflow/pull/37360

   When regular dependencies change we enable UPGRADE_TO_NEWER_DEPENDENCIES 
flag. After some recent improvements in installing dependencies from the branch 
tip where we can install airflow using `[devel-ci]` extra from the branch tip, 
this opens up another option for speeding up the installations, when some 
dependencies change.
   
   So far - UPGRADE_TO_NEWER_DEPENDENCIES necessitated to reinstall all 
dependencies with airflow attempting to upgrade them eagerly. This takes ~ 28 
minutes on CI now from the scratch. However, this is not needed. We can still 
start from the set of dependencies pre-installed by installation from branch 
tip, and only trigger
   "UPGRADE_TO_NEWER_DEPENDENCIES" after that - so that the "URL" installation 
cache does not get invalidated.
   
   This should limit the time needed to build such an image to ~ 8 minutes in 
CI when cache is built.
   
   In the future we might further optimize it - as we now have all the 
mechanisms necessary to do that in selective checks. For example we could 
trigger UPGRADE_TO_NEWER_DEPENDENCIES only when some dependencies are changes, 
and not when new dependencies are added, further limiting the time needed to 
build such image to some ~ 3/4 minutes. But this should be a separate PR and 
should be carefuly thought about, as it might also be that this will lead to 
conflicts with the latest constraints..
   
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