Initial commit

.gitignore

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+python.zip

Dockerfile

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+FROM amd64/python:3.7.17-bookworm
+
+WORKDIR /usr/src/app
+COPY requirements.txt ./
+RUN apt update
+RUN apt install -y zip
+RUN mkdir -p ./python
+RUN pip install --no-cache-dir -r requirements.txt -t python/
+RUN zip -r python_layer.zip python
+
+# ENTRYPOINT ["tail", "-f", "/dev/null"]

requirements.txt

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+pandas
+scikit-learn
+numpy

run.sh

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+#!/bin/bash
+
+IMAGE_NAME=python_aws_layer.image
+CONTAINER_NAME=python_aws_layer.container
+
+docker buildx build . -t $IMAGE_NAME:latest
+# check if container exists
+if [ ! "$(docker ps -a -q -f name=$CONTAINER_NAME)" ]; then
+    # check if it exited
+    if [ "$(docker ps -aq -f status=exited -f name=$CONTAINER_NAME)" ]; then
+        # cleanup
+        docker rm $CONTAINER_NAME
+    fi
+    # run your container
+    docker run --name $CONTAINER_NAME $IMAGE_NAME
+fi
+
+docker cp $CONTAINER_NAME:/usr/src/app/python.zip .
+docker stop $CONTAINER_NAME
+docker rm $CONTAINER_NAME