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Created March 20, 2018 10:56
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TensorFlow library install on AmazonLinux for AWS Lambda
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Dockerfile
FROM amazonlinux:latest
MAINTAINER Matt McDonnell "matt@matt-mcdonnell.com"
RUN yum -y -q update
RUN yum -y -q install python27-pip zip
RUN pip install -q virtualenv
RUN virtualenv tf_env
RUN source tf_env/bin/activate && \
pip install -q --upgrade --ignore-installed https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.12.1-cp27-none-linux_x86_64.whl && \
pip install -q pillow
RUN touch tf_env/lib/python2.7/site-packages/google/__init__.py
RUN cd tf_env/lib/python2.7/site-packages/ && zip -qr ~/tf_env.zip . --exclude \*.DS_Store \*.pyc /external/\* /tensorflow/contrib/\* /tensorflow/include/unsupported/\*
CMD cp ~/tf_env.zip /app/
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mattmcd commented Mar 20, 2018 •
edited

Used to create a zip file containing numpy, tensorflow, pillow compiled on amazonlinux Docker image (same as AWS Lambda runtime environement).

Can then just run the container with shared volume to host to produce the necessary set of libraries to include in AWS Lambda zipfile
docker run --rm --mount type=bind,source=/home/mattmcd/build_tf_lambda/vendored,target=/app mattmcd/tensorflow_lambda:0.12

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