Rating prediction could stream test-file to save memory

[jkleint]

I'm making predictions with a command like this:

rating_prediction \
    --recommender="$method" \
    --rating-type=byte \
    --training-file="$1" \
    --test-file="$2" \
    --test-no-ratings \
    --prediction-file="$3"

When running with a large "test-file", it uses a lot of memory; with a small test-file, it uses a little memory. I'm not familiar with the internals of MyMediaLite, but can't each prediction be made independently, facilitating a streaming read of the test-file? This would be both faster and enable the use of larger data sets.

It would also be awesome if I could read from a process or fifo (i.e., streaming read without seeking) so I could store my data compressed and uncompress it on the fly.

[zenogantner]

This makes sense for very large data sets. I would implement this after some general changes, which will come with 4.0.

Of course I will not keep anyone from working on this, so if there are patches, we could have it in 3.10 or 4.0.

How large are your test files?

[jkleint]

A few GB.