Created
August 15, 2019 14:33
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Deploys Python Spacy library to an AWS Lambda layer. You can specify the region, library version, language, language model, and runtime.
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| REGION=eu-west-1 | |
| VER=2.1.8 | |
| LANG=en | |
| MODEL=en_core_web_sm-2.1.0 | |
| RUNTIME=python3.7 | |
| MODEL_URL=https://github.com/explosion/spacy-models/releases/download/$MODEL/$MODEL.tar.gz | |
| docker run -v $(pwd):/out -it lambci/lambda:build-$RUNTIME \ | |
| pip install spacy==$VER $MODEL_URL -t /out/build/spacy/python | |
| # remove all languages except chosen LANG | |
| pushd build/spacy/python/spacy/lang | |
| find . ! -name $LANG -maxdepth 1 -type d -exec rm -rf {} + | |
| popd | |
| pushd build/spacy | |
| zip -r ../../spacy.zip python/ | |
| popd | |
| aws lambda publish-layer-version \ | |
| --layer-name Spacy \ | |
| --region $REGION \ | |
| --description "$VER $LANG $MODEL" \ | |
| --zip-file fileb://spacy.zip \ | |
| --compatible-runtimes $RUNTIME | |
| rm -rf build *.zip |
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Very nice