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+ARG PYTHON_VERSION=3.10
+FROM python:${PYTHON_VERSION} AS base
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --user --no-cache-dir -r requirements.txt
+
+FROM python:${PYTHON_VERSION}-slim AS runner
+
+ENV PYTHONUNBUFFERED=1
+
+WORKDIR /app
+
+COPY --from=base /root/.local /root/.local
+
+COPY . .
+
+ENV PATH=/root/.local/bin:$PATH
+
+RUN python manage.py migrate
+
+EXPOSE 8080
+
+CMD ["python", "manage.py", "runserver", "0.0.0.0:8080"]
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diff --git a/INSTRUCTION.md b/INSTRUCTION.md
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+ToDo Application - Docker Instructions
+This project is a Django-based ToDo application containerized using a multi-stage Dockerfile.
+
+1. Docker Hub Repository
+The official image for this application is published at:
+Link: https://hub.docker.com/r/Clem97121/todoapp
+Full Image Path: clem97121/todoapp:1.0.0
+
+2. How to Build and Tag the Image
+To build the image and apply the required tag for your personal repository, run the following command from the project root:
+
+Bash
+docker build -t clem97121/todoapp:1.0.0 .
+Note: Database migrations (python manage.py migrate) are executed as a RUN instruction during the build stage. This assumes the project uses a local SQLite database.
+
+3. How to Push the Image to Docker Hub
+To publish the image to your personal Docker Hub account, execute these commands:
+
+Login to your account:
+
+Bash
+docker login
+Push the specific tag:
+
+Bash
+docker push clem97121/todoapp:1.0.0
+4. How to Run the Container
+To start the application locally after pulling or building the image, use:
+
+Bash
+docker run -d -p 8080:8080 --name todoapp clem97121/todoapp:1.0.0
+5. How to Access the Application
+Once the container is running, the application is accessible via browser at:
+
+Main Landing Page: http://localhost:8080/
+
+API Documentation: http://localhost:8080/api/
+
+6. Technical Specifications
+Multi-stage build: Implemented to optimize the final image size.
+
+Python Version: Controlled via ARG PYTHON_VERSION.
+
+Log Optimization: ENV PYTHONUNBUFFERED=1 is used to ensure real-time logging to stdout/stderr.
+
+Network: The Django server is configured to run on 0.0.0.0:8080.
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