How to stop NLTK from outputting to terminal when downloading data?

Question

When I run my program, which is using:

nltk.download('wordnet')
from nltk.corpus import wordnet

I get the following output to my terminal:

[nltk_data] Downloading package wordnet to
[nltk_data]     /Users/.../nltk_data...
[nltk_data]   Package wordnet is already up-to-date!

My program relies on not having this information saved to the terminal and a resulting output file, so how can I prevent the above lines from occurring, or write it to sys.stderr so it doesn't get included instead of it being through print?

score 28 · Answer 1 · answered Dec 03 '17 at 07:27

28

Use quiet=True:

import nltk
nltk.download('wordnet', quiet=True)

answered Dec 03 '17 at 07:27

alvas

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The accepted answer didn't work for me, but this much cleaner solution did work. – Leonardo Gonzalez Jan 23 '19 at 16:36
Much cleaner solution that most of the others. I did not know the argument existed. Thanks. – Pythoner Jan 11 '21 at 23:25

alecxe · Accepted Answer · 2019-06-07T11:59:03.283

A much better solution is suggested in this answer.

Old Answer:

According to the source code, nltk downloader uses straightforward print() calls to report progress. This means that there is no logger involved which you can control or pre-configure.

One of the options is to modify the sys.stdout temporarily on the fly - there is that redirect_stdout() context manager in Python 3.4+:

from contextlib import redirect_stdout
import os

import nltk
from nltk.corpus import wordnet


with redirect_stdout(open(os.devnull, "w")):
    nltk.download('wordnet')

Or some other options:

How to stop NLTK from outputting to terminal when downloading data?

2 Answers2