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FROM python:3.12 | |
# Set working directory | |
WORKDIR /app | |
# Install system dependencies, Poetry and configure it | |
RUN apt-get update && apt-get install -y \ | |
build-essential cmake git curl wget lsof vim unzip sqlite3 \ | |
&& apt-get clean \ | |
&& rm -rf /var/lib/apt/lists/* \ | |
&& pip install --upgrade pip \ | |
&& pip install poetry \ | |
&& poetry config virtualenvs.create false | |
# Create directories | |
RUN mkdir -p /app/dependencies /app/data/sqlite /app/data/chroma_db /app/logs /app/run /app/resources | |
# Copy dependency files - Files that rarely change | |
COPY dependencies/graphrag-1.2.1.dev27.tar.gz /app/dependencies/ | |
COPY dependencies/llama.cpp.zip /app/dependencies/ | |
# Copy GPU checker script (only used for status reporting, not rebuilding) | |
COPY docker/app/check_gpu_support.sh /app/ | |
COPY docker/app/check_torch_cuda.py /app/ | |
RUN chmod +x /app/check_gpu_support.sh | |
# Build llama.cpp | |
RUN LLAMA_LOCAL_ZIP="dependencies/llama.cpp.zip" \ | |
&& echo "Using local llama.cpp archive..." \ | |
&& unzip -q "$LLAMA_LOCAL_ZIP" \ | |
&& cd llama.cpp \ | |
&& mkdir -p build && cd build \ | |
&& cmake .. \ | |
&& cmake --build . --config Release \ | |
&& if [ ! -f "bin/llama-server" ]; then \ | |
echo "Build failed: llama-server executable not found" && exit 1; \ | |
else \ | |
echo "Successfully built llama-server"; \ | |
fi | |
# Mark as CPU-only build for runtime reference | |
RUN mkdir -p /app/data && \ | |
echo "{ \"gpu_optimized\": false, \"optimized_on\": \"$(date -u +\"%Y-%m-%dT%H:%M:%SZ\")\" }" > /app/data/gpu_optimized.json && \ | |
echo "Created CPU-only marker file" | |
# Copy project configuration - Files that occasionally change | |
COPY pyproject.toml README.md /app/ | |
RUN poetry install --no-interaction --no-root | |
RUN pip install --force-reinstall dependencies/graphrag-1.2.1.dev27.tar.gz | |
# Copy source code - Files that frequently change | |
COPY docker/ /app/docker/ | |
COPY lpm_kernel/ /app/lpm_kernel/ | |
# Check module import | |
RUN python -c "import lpm_kernel; print('Module import check passed')" | |
# Set environment variables | |
ENV PYTHONUNBUFFERED=1 \ | |
PYTHONPATH=/app \ | |
BASE_DIR=/app/data \ | |
LOCAL_LOG_DIR=/app/logs \ | |
RUN_DIR=/app/run \ | |
RESOURCES_DIR=/app/resources \ | |
APP_ROOT=/app \ | |
FLASK_APP=lpm_kernel.app | |
# Expose ports | |
EXPOSE 8002 8080 | |
# Set the startup command | |
CMD ["bash", "-c", "echo \"Checking SQLite database...\" && if [ ! -s /app/data/sqlite/lpm.db ]; then echo \"SQLite database not found or empty, initializing...\" && mkdir -p /app/data/sqlite && sqlite3 /app/data/sqlite/lpm.db \".read /app/docker/sqlite/init.sql\" && echo \"SQLite database initialized successfully\" && echo \"Tables created:\" && sqlite3 /app/data/sqlite/lpm.db \".tables\"; else echo \"SQLite database already exists, skipping initialization\"; fi && echo \"Checking ChromaDB...\" && if [ ! -d /app/data/chroma_db/documents ] || [ ! -d /app/data/chroma_db/document_chunks ]; then echo \"ChromaDB collections not found, initializing...\" && python /app/docker/app/init_chroma.py && echo \"ChromaDB initialized successfully\"; else echo \"ChromaDB already exists, skipping initialization\"; fi && echo \"Starting application at $(date)\" >> /app/logs/backend.log && cd /app && python -m flask run --host=0.0.0.0 --port=${LOCAL_APP_PORT:-8002} >> /app/logs/backend.log 2>&1"] | |