Q5. docker and azure deployment

docker/DependencyDockerfile

@@ -0,0 +1,3 @@
+FROM python:3.9.17
+COPY . /digits/
+RUN pip3 install --no-cache-dir -r /digits/requirements.txt

docker/FinalDockerfile

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+FROM base:latest
+
+WORKDIR /digits
+ENV FLASK_APP=api/app
+CMD [ "python3", "-m" , "pytest"]

docker/docker_push_helper.sh

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+az login --scope https://management.core.windows.net//.default
+az acr build --file ./docker/DependencyDockerfile --registry M23CSA018 --image base .
+az acr build --file ./docker/FinalDockerfile --registry M23CSA018 --image digits .

docker/docker_run.sh

@@ -1,7 +1,10 @@
 # Build the docker file 
-docker build -t digits:v1 -f ./docker/Dockerfile .
-# Create out volume
-docker volume create mltrain
-# Mount our volume to models directory (where train data is stored)
-docker run -d -p 80:5000 -v mltrain:/digits/models digits:v1 
+docker build -t base:latest -f ./docker/DependencyDockerfile .
+docker build -t digits:latest -f ./docker/FinalDockerfile .
+docker run digits:latest
+
+# # Create out volume
+# docker volume create mltrain
+# # Mount our volume to models directory (where train data is stored)
+# docker run -d -p 80:5000 -v mltrain:/digits/models digits:v1