Persistence

You might want to persist processes to disk and reuses them in production pipelines. Neofuzz can serialize indexed Process objects for you using joblib.

You can save indexed processes like so:

from neofuzz import char_ngram_process
from neofuzz.tokenization import SubWordVectorizer

process = char_ngram_process()
process.index(corpus)

process.to_disk("process.joblib")

And then load them in a production environment:

from neofuzz import Process

process = Process.from_disk("process.joblib")