first commit

dockerfile

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+
+# Use a multi-stage build to reduce final image size
+# Start with a builder image
+FROM python:3.10-slim as builder
+
+# Set a working directory
+WORKDIR /app
+
+# Install dependencies in a virtual environment to make it easier to copy only what we need later
+RUN python -m venv /venv
+ENV PATH="/venv/bin:$PATH"
+
+# Copy only requirements.txt initially to leverage Docker cache
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Continue with the final base image
+FROM tiangolo/uvicorn-gunicorn-fastapi:python3.10-slim
+
+# Install curl
+RUN apt-get update && apt-get install -y curl && rm -rf /var/lib/apt/lists/*
+
+
+
+# Copy the virtual environment from the builder stage
+COPY --from=builder /venv /venv
+ENV PATH="/venv/bin:$PATH"
+
+# Set working directory
+WORKDIR /app
+
+# Copy the rest of the application from the current directory to /app inside the container
+COPY . .
+
+# Expose port 80 to the outside world
+EXPOSE 80
+
+# Command to run the Uvicorn server using check_health.sh to wait for the model_server
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "80","--log-level","debug"]