Reduce requirements size

Dockerfile

@@ -5,7 +5,8 @@ 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 pwd
-RUN zip -r python_layer.zip python
+RUN pip install -r requirements.txt -t python/
+RUN zip -r python.zip python
 
 # ENTRYPOINT ["tail", "-f", "/dev/null"]

requirements.txt

@@ -1,3 +1 @@
-pandas
+seaborn
-scikit-learn
-numpy

run.sh

@@ -3,17 +3,17 @@
 IMAGE_NAME=python_aws_layer.image
 CONTAINER_NAME=python_aws_layer.container
 
-docker buildx build . -t $IMAGE_NAME:latest
+docker build . -t $IMAGE_NAME:latest
 # check if container exists
-if [ ! "$(docker ps -a -q -f name=$CONTAINER_NAME)" ]; then
+if [ "$(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 run \
+    --name $CONTAINER_NAME \
+    --platform linux/amd64 \
+    -dit \
+    $IMAGE_NAME 
 
 docker cp $CONTAINER_NAME:/usr/src/app/python.zip .
 docker stop $CONTAINER_NAME