Update Dockerfile

Dockerfile

@@ -1,7 +1,27 @@
-# Dockerfile
-FROM python:3.9-slim
+# syntax=docker/dockerfile:1.4
+FROM python:3.10-slim
+
+# Set working directory
 WORKDIR /app
-COPY requirements.txt .
-RUN pip install -r requirements.txt
-COPY . .
+
+# Install necessary dependencies
+RUN apt-get update && apt-get install -y git
+
+# Upgrade pip to the latest version
+RUN pip install --upgrade pip
+
+# Create necessary directories and set permissions
+RUN mkdir -p /app && chmod -R 777 /app
+
+# 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/pdpredict.git .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Expose the port for FastAPI
+EXPOSE 7860
+
+# Run the FastAPI app with uvicorn
 CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]