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Hello,
Python version for EMR depends on the version installed in Amazon Linux 2 (AL2) which is used for the base EMR AMIs.
If you want or need to install a custom version of Python on EMR for your dependencies, please take a look at this utility.
Alternatively, another good option for EMR would be to use a custom AMI with python 3.10 installed. You would have to compile it themselves, but that's fairly well documented in general.
hope this helps
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