Support combining batched prediction results on DatasetType

Open terryyylim opened this issue 3 years ago • 1 comments

Context

A bug was introduced in https://github.com/iterative/mlem/pull/221, where approach to combining prediction results incorrectly assumed type to be numpy array. This PR utilizes DatasetAnalyzer to first determine the type of the results prior to combining them, since the same model can output different data types.

Modifications

mlem/api/commands.py - Interpret data type prior to combining prediction results
mlem/contrib/numpy.py - Add support for combining batch reading prediction results for nd.array

Which issue(s) this PR fixes: Fixes https://github.com/iterative/mlem/issues/257

Jun 08 '22 16:06 terryyylim

I've updated the branch, now auth issues are gone. But there are some others I didn't investigate. @terryyylim do you mind taking a look?

Jun 29 '22 13:06 aguschin