Osma Suominen

I tried this, the code is on the branch [issue666-suggest-batch-stwfsa](https://github.com/NatLibFi/Annif/tree/issue666-suggest-batch-stwfsa). Unfortunately, the results were not very encouraging. Batched suggest done this way seems to be slower than the original. Maybe...

I'm too lazy to make a table, but here are the main test results. I'm evaluating a YSO STWFSA English model on jyu-theses/eng-test on my 4 core laptop. # Before...

Here is a [blog post](https://medium.com/optuna/distributed-optimization-via-nfs-using-optunas-new-operation-based-logging-storage-9815f9c3f932) with more details about JournalFileStorage. Using a journal file could perhaps make it possible to extend hyperparameter optimization runs, as suggested in #633.

Can you provide an example how this could look from the user perspective? For example CLI commands or REST API calls?

Ah, now I understand what you mean by this, thanks! How would this be implemented? Where would the managed data sets be stored? Somewhere under the `data` directory? Would these...

Thanks for adding tests. A few more things: 1. There should be tests for special cases, e.g. empty input, no candidate languages, unknown or malformed candidate languages... 2. What if...

> Right now, when making a request with no candidates or unknown candidates, the endpoint returns an empty list The good news is that it's not crashing! :grin: My opinions...

Thanks for the suggestion and especially your thoughts on the input and output file formats, which seem very reasonable. Right now I cannot promise anything about implementation, but I don't...

I think that could be a consequence of running the CLI tests via CliRunner. It simulates a CLI execution environment, but isn't quite the same as running the commands separately...

This affects my local installation at http://localhost/Skosmos/ but not the demo installation at https://test.dev.finto.fi - presumably because the former has `/Skosmos` in the URL and the latter doesn't.