DTD-XGBoost / Dockerfile
amaye15
Debug - Docker
db08d02
# # Stage 1: Build stage
# FROM python:3.11-slim as builder
# # Set environment variables
# ENV PYTHONDONTWRITEBYTECODE=1 \
# PYTHONUNBUFFERED=1 \
# PATH="/root/.local/bin:$PATH"
# # Install system dependencies (curl and ca-certificates for uv installer)
# RUN apt-get update && apt-get install -y --no-install-recommends \
# curl \
# ca-certificates \
# && rm -rf /var/lib/apt/lists/*
# # Install uv using the official installer
# RUN curl -sSfL https://astral.sh/uv/install.sh | sh
# # Verify uv is installed and available
# RUN uv --version
# # Create a non-root user
# RUN useradd -m -u 1000 user
# # Set the working directory
# WORKDIR /app
# # Create a virtual environment
# RUN uv venv /opt/venv
# # Update PATH to include the virtual environment's bin directory
# ENV PATH="/opt/venv/bin:$PATH"
# # Copy only the requirements file first to leverage Docker cache
# COPY --chown=user ./requirements.txt /app/requirements.txt
# # Install dependencies into the virtual environment using uv
# RUN uv pip install --no-cache-dir -r requirements.txt
# # Copy the rest of the application code
# COPY --chown=user . /app
# # Stage 2: Runtime stage
# FROM python:3.11-slim
# # Create a non-root user
# RUN useradd -m -u 1000 user
# USER user
# # Set environment variables
# ENV PATH="/opt/venv/bin:$PATH" \
# PYTHONUNBUFFERED=1
# # Set the working directory
# WORKDIR /app
# # Copy the virtual environment from the builder stage
# COPY --from=builder --chown=user /opt/venv /opt/venv
# # Copy only the necessary files from the builder stage
# COPY --from=builder --chown=user /app /app
# # Expose the port the app runs on
# EXPOSE 7860
# # Health check to ensure the application is running
# HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
# CMD curl -f http://localhost:7860/health || exit 1
# # Command to run the application with hot reloading
# CMD ["uvicorn", "api.main:app", "--host", "0.0.0.0", "--port", "7860", "--reload"]
# Stage 1: Build stage
FROM python:3.11-slim as builder
# Set environment variables
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
PATH="/root/.local/bin:$PATH"
# Install system dependencies (curl, ca-certificates, and libgomp)
RUN apt-get update && apt-get install -y --no-install-recommends \
curl \
ca-certificates \
libgomp1 \
&& rm -rf /var/lib/apt/lists/*
# Install uv using the official installer
RUN curl -sSfL https://astral.sh/uv/install.sh | sh
# Verify uv is installed and available
RUN uv --version
# Create a non-root user
RUN useradd -m -u 1000 user
# Set the working directory
WORKDIR /app
# Create a virtual environment and install pip
RUN uv venv /opt/venv
RUN /opt/venv/bin/python -m ensurepip
RUN /opt/venv/bin/python -m pip install --upgrade pip
# Update PATH to include the virtual environment's bin directory
ENV PATH="/opt/venv/bin:$PATH"
# Copy only the requirements file first to leverage Docker cache
COPY --chown=user ./requirements.txt /app/requirements.txt
# Install dependencies into the virtual environment using uv
RUN uv pip install --no-cache-dir -r requirements.txt
# Copy the rest of the application code
COPY --chown=user . /app
# Stage 2: Runtime stage
FROM python:3.11-slim
# Install libgomp in the runtime stage
RUN apt-get update && apt-get install -y --no-install-recommends \
libgomp1 \
&& rm -rf /var/lib/apt/lists/*
# Create a non-root user
RUN useradd -m -u 1000 user
USER user
# Set environment variables
ENV PATH="/opt/venv/bin:$PATH" \
PYTHONUNBUFFERED=1
# Set the working directory
WORKDIR /app
# Copy the virtual environment from the builder stage
COPY --from=builder --chown=user /opt/venv /opt/venv
# Copy only the necessary files from the builder stage
COPY --from=builder --chown=user /app /app
# Debugging step: Verify installed packages
RUN /opt/venv/bin/python -m pip list
# Expose the port the app runs on
EXPOSE 7860
# Health check to ensure the application is running
HEALTHCHECK --interval=30s --timeout=30s --start-period=5s --retries=3 \
CMD curl -f http://localhost:7860/health || exit 1
# Command to run the application with hot reloading
CMD ["uvicorn", "api.main:app", "--host", "0.0.0.0", "--port", "7860", "--reload"]