timsaucer commented on PR #1517:
URL: 
https://github.com/apache/datafusion-python/pull/1517#issuecomment-4450612630

   I'm testing out an approach that wouldn't use the `set_global_ctx()` 
requirement and instead use worker's init hooks to set state. It adds a tiny 
bit more work on setting up, but I don't think it's unreasonable. Also I'm 
going to add a codec that will allow for pickling of python written UDFs to be 
encoded/decoded so this will work over the wire.
   
   It will probably be two PRs - one for the codec work first and then a follow 
on with the distribution/multiprocess


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