Add python_overrides (#2264)
* Add integration test to verify overrides
* Add support for python_overrides in cog.yaml
* Allows users to force specific versions of
packages even if pips dependency resolution
rejects them
* Add test for determining the version of numpy
* Fix test
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Signed-off-by: Will Sackfield <sackfield@replicate.com>
