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Cloud Composer 2 pypi package upgrade build timeout

So we are using Cloud Composer 2 version (composer-2.10.2-airflow-2.10.2) and want to upgrade the pre-installed package of dbt-core from 1.8.8 to 1.9.1.

After trying to add/upgrade this package on the composer image, the build fails due to timeout after 35 minutes:

TIMEOUT
ERROR: context deadline exceeded

There is nothing outputted during the build time which could insinuate what the problem is,  just timeouts.
Is there a problem where we cannot upgrade pre-installed packages to newer versions, or is it just the default composer machine type of the build cannot handle the build time (which doesn't make much sense)?
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