poteha/docker-nlp

Docker images for production NLP usage including deep learning

docker-nlp's Issues

Upgrade Flair to version 0.7

Hi

I just tried to create the Docker image locally "docker build -t nlp-cpu -f ./Dockerfile.cpu ." but received the following error:

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Step 7/10 : RUN python -m nltk.downloader stopwords && python -m nltk.downloader punkt && python -m nltk.downloader averaged_perceptron_tagger
---> Running in 1deffd426a6e
/usr/local/lib/python3.6/runpy.py:125: RuntimeWarning: 'nltk.downloader' found in sys.modules after import of package 'nltk', but prior to execution of 'nltk.downloader'; this may result in unpredictable behaviour
warn(RuntimeWarning(msg))
[nltk_data] Downloading package stopwords to /root/nltk_data...
[nltk_data] Unzipping corpora/stopwords.zip.
/usr/local/lib/python3.6/runpy.py:125: RuntimeWarning: 'nltk.downloader' found in sys.modules after import of package 'nltk', but prior to execution of 'nltk.downloader'; this may result in unpredictable behaviour
warn(RuntimeWarning(msg))
[nltk_data] Downloading package punkt to /root/nltk_data...
[nltk_data] Unzipping tokenizers/punkt.zip.
/usr/local/lib/python3.6/runpy.py:125: RuntimeWarning: 'nltk.downloader' found in sys.modules after import of package 'nltk', but prior to execution of 'nltk.downloader'; this may result in unpredictable behaviour
warn(RuntimeWarning(msg))
[nltk_data] Downloading package averaged_perceptron_tagger to
[nltk_data] /root/nltk_data...
[nltk_data] Unzipping taggers/averaged_perceptron_tagger.zip.
Removing intermediate container 1deffd426a6e
---> 77e530685b52
Step 8/10 : RUN python -c 'import flair; _ = flair.models.SequenceTagger.load("ner-fast")'
---> Running in c0a46d8d35e7
Traceback (most recent call last):
File "", line 1, in
File "/usr/local/lib/python3.6/site-packages/flair/init.py", line 2, in
from . import models
File "/usr/local/lib/python3.6/site-packages/flair/models/init.py", line 1, in
from .sequence_tagger_model import SequenceTagger
File "/usr/local/lib/python3.6/site-packages/flair/models/sequence_tagger_model.py", line 10, in
import flair.embeddings
File "/usr/local/lib/python3.6/site-packages/flair/embeddings.py", line 13, in
from .file_utils import cached_path
File "/usr/local/lib/python3.6/site-packages/flair/file_utils.py", line 14, in
import requests
ModuleNotFoundError: No module named 'requests'
The command '/bin/sh -c python -c 'import flair; _ = flair.models.SequenceTagger.load("ner-fast")'' returned a non-zero code: 1

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and noticed that the Dockerfile.cpu is referencing flair version 0.3.2

I would like to upgrade to the most recent flair version 0.7, but just changing the version number did not work, so I guess I also need to update the rest of the Dockerfile. Any hints what would be necessary to do would be appreciated, thanks!

Add a minimal usage information

It would be helpful to have at least a minimal information about usage or maybe a code example.