Update Dockerfile

Dockerfile

@@ -7,24 +7,24 @@ WORKDIR /app
 # Install necessary dependencies
 RUN apt-get update && apt-get install -y git
 
+# Upgrade pip to the latest version
+RUN pip install --upgrade pip
+
 # Set Matplotlib configuration directory
 ENV MPLCONFIGDIR=/tmp/.matplotlib
 
-RUN mkdir -p /app && chmod -R 777 /app
-
-
-# Create Matplotlib configuration directory
-RUN mkdir -p /tmp/.matplotlib && chmod -R 777 /tmp/.matplotlib
+# Create necessary directories and set permissions
+RUN mkdir -p /app /tmp/.matplotlib && chmod -R 777 /app /tmp/.matplotlib
 
 # Clone private repository using mounted secret
 RUN --mount=type=secret,id=GITHUB_TOKEN,mode=0444,required=true \
     git clone https://x-access-token:$(cat /run/secrets/GITHUB_TOKEN)@github.com/leoncool23/sci_random_forest_classify.git .
 
 # Install Python dependencies
-RUN pip install -r requirements.txt
-
+RUN pip install --no-cache-dir -r requirements.txt
 
+# Expose the port for Streamlit
 EXPOSE 7860
-#CMD ["streamlit", "run", "app.py", "--server.port=7860"]
 
+# Run the Streamlit app
 CMD ["streamlit", "run", "app.py", "--server.port=7860", "--server.address=0.0.0.0", "--server.enableXsrfProtection=false"]