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# ---------------------------- | |
# Stage 1: Build the React Frontend | |
# ---------------------------- | |
FROM node:20-alpine AS builder | |
RUN apk add --no-cache libc6-compat | |
WORKDIR /app | |
# Create writable directories for Hugging Face Spaces | |
RUN mkdir -p /tmp/huggingface && \ | |
chmod -R 777 /tmp/huggingface && \ | |
mkdir -p /app/workspace && \ | |
chmod -R 777 /app/workspace | |
# Set cache environment variables at build time | |
ENV HF_HOME=/tmp/huggingface \ | |
TRANSFORMERS_CACHE=/tmp/huggingface \ | |
XDG_CACHE_HOME=/tmp \ | |
WRITABLE_DIR=/app/workspace | |
# Copy the 'frontend' folder from the project root into the container | |
COPY frontend ./frontend | |
# Switch to the frontend directory | |
WORKDIR /app/frontend | |
# Install dependencies (using yarn, npm, or pnpm) | |
RUN if [ -f yarn.lock ]; then yarn --frozen-lockfile; \ | |
elif [ -f package-lock.json ]; then npm ci; \ | |
elif [ -f pnpm-lock.yaml ]; then yarn global add pnpm && pnpm i --frozen-lockfile; \ | |
else echo "No lockfile found. Exiting." && exit 1; \ | |
fi | |
# Build the React app (produces a production-ready build in the "build" folder) | |
RUN npm run build | |
# ---------------------------- | |
# Stage 2: Set Up the FastAPI Backend and Serve the React App | |
# ---------------------------- | |
FROM python:3.12-slim AS backend | |
WORKDIR /app | |
# Install OS-level dependencies | |
RUN apt-get update --fix-missing && \ | |
apt-get install --no-install-recommends -y git curl && \ | |
apt-get clean && rm -rf /var/lib/apt/lists/* | |
# Install Node.js (if needed for any backend tasks) | |
RUN curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \ | |
apt-get update --fix-missing && \ | |
apt-get install --no-install-recommends -y nodejs && \ | |
apt-get clean && rm -rf /var/lib/apt/lists/* | |
# Copy requirements.txt and install Python dependencies | |
COPY requirements.txt . | |
RUN pip install --no-cache-dir -r requirements.txt | |
# Install additional dependencies for torch and spaCy | |
RUN pip install --no-cache-dir torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 --index-url https://download.pytorch.org/whl/cu124 | |
RUN python -m spacy download en_core_web_sm | |
# Disable telemetry for deepeval | |
ENV DEEPEVAL_TELEMETRY_OPT_OUT=YES | |
# Copy the rest of your backend code and resources | |
COPY . . | |
# Copy the built React app from the builder stage into the same folder structure as used in your FastAPI code | |
COPY --from=builder /app/frontend/build ./frontend/build | |
# Expose the port | |
EXPOSE ${PORT:-7860} | |
# Start the FastAPI backend using Uvicorn, reading the PORT env variable | |
CMD ["sh", "-c", "uvicorn main:app --host 0.0.0.0 --port ${PORT:-7860}"] |