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FROM python:3.12-slim | |
Set working directory | |
WORKDIR /app | |
Install system dependencies | |
RUN apt-get update && apt-get install -y \ | |
curl \ | |
&& rm -rf /var/lib/apt/lists/* | |
Copy requirements and install Python dependencies | |
COPY pyproject.toml uv.lock ./ | |
RUN pip install uv && uv sync --frozen | |
Copy application code | |
COPY . . | |
Verify dependencies are installed | |
RUN .venv/bin/python -c "import pandas, datasets, evaluate, fastapi, uvicorn, google.cloud.storage, google.cloud.translate, dotenv, elevenlabs, huggingface_hub, joblib, language_data, openai, requests, scipy, aiolimiter, sentencepiece, langcodes, rich, tqdm; print('β All dependencies verified')" | |
Set environment variables with conservative limits | |
ENV N_SENTENCES=20 | |
ENV MAX_LANGUAGES=150 | |
ENV COST_LIMIT_USD=20 | |
Create a startup script with cost monitoring and HTTP server | |
RUN echo '#!/bin/bash\n\ | |
\n\ | |
Force immediate log flushing for Cloud Run visibility\n\ | |
export PYTHONUNBUFFERED=1\n\ | |
export PYTHONIOENCODING=utf-8\n\ | |
\n\ | |
echo "π Starting AI Language Evaluation..."\n\ | |
echo "π Configuration: $N_SENTENCES sentences, $MAX_LANGUAGES languages"\n\ | |
echo "π° Cost limit: $COST_LIMIT_USD USD"\n\ | |
echo "π‘οΈ Cost protection enabled"\n\ | |
echo "π§ Logging: Unbuffered Python output enabled"\n\ | |
\n\ | |
# Start a simple HTTP server to satisfy Cloud Run requirements\n\ | |
python -m http.server 8080 &\n\ | |
HTTP_SERVER_PID=$!\n\ | |
\n\ | |
# Start cost monitoring in background\n\ | |
(\n\ | |
start_time=$(date +%s)\n\ | |
while true; do\n\ | |
current_time=$(date +%s)\n\ | |
elapsed_hours=$(( (current_time - start_time) / 3600 ))\n\ | |
if [ $elapsed_hours -ge 24 ]; then\n\ | |
echo "β οΈ MAX RUNTIME REACHED! Stopping evaluation..."\n\ | |
pkill -f "python evals/main_gcs.py"\n\ | |
break\n\ | |
fi\n\ | |
sleep 300 # Check every 5 minutes\n\ | |
done\n\ | |
) &\n\ | |
\n\ | |
# Run the evaluation with forced log flushing\n\ | |
cd /app && .venv/bin/python -u evals/main_gcs.py\n\ | |
\n\ | |
# Stop the HTTP server\n\ | |
kill $HTTP_SERVER_PID\n\ | |
\n\ | |
echo "β Evaluation completed!"\n\ | |
' > /app/start.sh && chmod +x /app/start.sh | |
Expose port (for Cloud Run requirements) | |
EXPOSE 8080 | |
Run the evaluation with resource limits | |
CMD ["/app/start.sh"] |