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Add interface for MHCflurry 2.0.x #54

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@christopher-mohr christopher-mohr commented Apr 11, 2022

This adds a prediction interface for MHCflurry 2.0 (fixes #47).

There are still some things we have to make a decision on. Currently we include specific mhcflurry/nuggets versions as dependencies (pypi/bioconda) which makes it more complicated to use the framework with other versions.

I also realised that the dependencies of MHCflurry 2.0 and the most recent MHCnuggets are not compatible which makes it currently impossible to use these through epytope (there are also tool-specific imports). It should be possible to solve this issue by changing the bioconda recipe accordingly. (see setup.py)

In general, my suggestion would be to

  • remove the "external tool" dependencies
  • create separate interafaces for MHCflurry/nuggets in order to allow the use only one of them
  • put the import of these interfaces optional in try clause

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What you propose here sounds good to me and it would allow us to provide older versions when needed

"""
# retrieved with `mhcflurry-downloads fetch models_class1_presentation`
# `mhcflurry-predict --list-supported-alleles`
__alleles = 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would it make sense to read those from a separate file to be able to read the rest of the code in a nicer way here?

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