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| FROM python:3.12 | |
| # Set environment variable | |
| ARG MLFLOW_TRACKING_USERNAME | |
| ARG MLFLOW_TRACKING_PASSWORD | |
| ARG DAGSHUB_USER_TOKEN | |
| # Create a non-root user to run the application and set permissions | |
| RUN useradd -m -u 1000 turinguser | |
| RUN mkdir -p /app/models && chown -R turinguser:turinguser /app /app/models | |
| USER turinguser | |
| # Set environment variables | |
| # PATH to include local user binaries and project root | |
| ENV PATH="/home/turinguser/.local/bin:$PATH" | |
| ENV PROJ_ROOT=/app | |
| # Set the working directory in the container | |
| WORKDIR /app | |
| # Copy essential files to install dependencies | |
| COPY --chown=turinguser requirements.txt . | |
| # Install Python dependencies | |
| RUN pip install --default-timeout=1000 --no-cache-dir torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu | |
| RUN pip3 install -v -r requirements.txt --upgrade --default-timeout=1000 --no-cache-dir --break-system-packages | |
| # Copy remaining project files | |
| COPY --chown=turinguser turing ./turing | |
| COPY --chown=turinguser reports ./reports | |
| # Expose port 7860 for the FastAPI application | |
| EXPOSE 7860 | |
| # Default command to run the FastAPI application on port 7860 | |
| CMD ["uvicorn", "turing.api.app:app", "--host", "0.0.0.0", "--port", "7860"] |