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cp .env.sample .envset -a; source .env; set +adocker-compose pull appdocker-compose up appTo use Snorkel, spaCy and Janome:
docker-compose up snorkelServiceapp includes:
- Python 3
- Google Cloud Datalabwithmany libraries,e.g. Jupyter, NLTK, NumPy, pandas, scikit-learn, SciPy etc.
- MeCab
- gensim
- spaCy
Servicesnorkel includes:
Copy.env.sample to.env and edit it to define environment variables for Docker.
cp .env.sample .envset -a; source .env; set +adocker-compose buildYou can set up Docker Hub andGCRto build the image directly from your GitHub repository.
docker-compose up app # start the containerdocker-compose exec app bash # enter containergcloud auth login # in containerdocker-compose push app # to Docker Hubor
docker tag $IMAGE_NAME:$IMAGE_TAG gcr.io/$PROJECT_ID/datalab-nlp:latestgcloud docker -- push gcr.io/$PROJECT_ID/datalab-nlp:latestdocker-compose pull appor
gcloud docker -- pull gcr.io/$PROJECT_ID/datalab-nlpFrom GCloud Shell, you should be able to run:
datalab create nlp --image-name $IMAGE_NAME:$IMAGE_TAGor
datalab create nlp --image-name gcr.io/$PROJECT_ID/datalab-nlp:latestDatalabcan not pull a custom image from GCR.
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NLP extension to Google Cloud Datalab
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