How to speed up the progress of adding patterns

[Hunter-Leo]

• spikex version: 0.5.0
• Python version:
• Operating System: linux

Description

Hey, guys. I found your tool is very powerful, thx for sharing. I met a problem that the time cost is huge, when I was trying to add 30 thousands patterns to initialize LabelX. And this progress is much slower than the spacy, so that I wonder if any solution you guys can propose?

[paoloq]

Hi @Hunter-Leo!

Time cost indexing patterns depends on many factors. I'm thinking that a couple of things could help in identifying where's the issue:

• You can investigate "spying" an indexing, maybe using py-spy. In this way, we know where is most of the time consumption.
• You can share some of patterns you're using, just to have an idea of what kind of complexity they have.

If you have any other suggestion, of course it's welcome!