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# ============================================
# Base stage for shared configuration
# ============================================
FROM python:3.10-slim-bookworm AS base
# Configure build environment with optimized settings
ENV NODE_OPTIONS="--max_old_space_size=4096" \
NEXT_TELEMETRY_DISABLED=1 \
NODE_ENV=production \
PYTHONDONTWRITEBYTECODE=1 \
TZ=UTC \
STORAGE_DIR=/storage \
PIP_NO_CACHE_DIR=1 \
PIP_DISABLE_PIP_VERSION_CHECK=1
# Install base system dependencies
RUN apt-get update && \
DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
tzdata \
git \
curl \
redis-server \
build-essential \
gcc \
g++ \
libc-dev \
libffi-dev \
libgmp-dev \
libmpfr-dev \
libmpc-dev \
libssl-dev \
make \
pkg-config && \
rm -f /etc/localtime && \
ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && \
echo $TZ > /etc/timezone && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Split package installation into smaller chunks
RUN pip install --no-cache-dir \
gunicorn gevent grpcio pydantic-settings protobuf grpcio-tools && \
pip install --no-cache-dir \
flask flask-cors Flask-SQLAlchemy==3.1.1 Flask-Migrate==4.0.7 && \
pip install --no-cache-dir \
flask-login flask-restful flask-limiter flask-caching flask-jwt-extended flask-socketio && \
pip install --no-cache-dir \
PyYAML celery redis psycopg2-binary sqlalchemy alembic
# Install ML-related packages separately
RUN pip install --no-cache-dir \
numpy pandas scikit-learn scipy && \
pip install --no-cache-dir \
torch --index-url https://download.pytorch.org/whl/cpu && \
pip install --no-cache-dir \
tensorflow-cpu
# Install AI service packages
RUN pip install --no-cache-dir \
openai==1.14.0 anthropic==0.23.1 cohere==4.43 && \
pip install --no-cache-dir \
langchain langchain-community langchain-core langchain-openai
# Install NLTK and download required data
RUN pip install --no-cache-dir nltk && \
python -m nltk.downloader punkt averaged_perceptron_tagger
# ============================================
# Web builder stage - optimized
# ============================================
FROM base AS web-builder
# Install Node.js and build tools
RUN curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
apt-get update && \
apt-get install -y nodejs && \
npm install -g yarn
WORKDIR /app
# Copy web directory first
COPY web/ web/
WORKDIR /app/web
# Install dependencies and build
RUN yarn install --frozen-lockfile && \
yarn add --dev autoprefixer postcss tailwindcss code-inspector-plugin && \
NEXT_TELEMETRY_DISABLED=1 yarn build && \
mkdir -p .next/standalone && \
cp -r .next/static .next/standalone/.next/ && \
cp -r public .next/standalone/ && \
yarn cache clean
# ============================================
# Python builder stage - optimized
# ============================================
FROM base AS python-builder
WORKDIR /app
# Copy api directory
COPY api/ api/
WORKDIR /app/api
# Install core dependencies first
RUN pip install --no-cache-dir poetry==1.8.3 && \
poetry config virtualenvs.create false && \
poetry install --no-dev --no-interaction --no-ansi
# ============================================
# Final stage - minimal runtime
# ============================================
FROM base
# Create non-root user and storage directory
RUN apt-get update && \
useradd -m -u 1000 user && \
mkdir -p /storage/files /storage/cache /storage/logs && \
chown -R user:user /storage && \
mkdir -p /app/api && \
chown -R user:user /app
# Install runtime dependencies with proper repository update
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential \
nodejs \
npm \
libgmp-dev \
libmpfr-dev \
libmpc-dev \
libssl-dev \
postgresql-client \
redis-tools && \
apt-get clean && \
rm -rf /var/lib/apt/lists/* && \
pip install --no-cache-dir \
gunicorn \
gevent \
grpcio \
pydantic-settings \
protobuf \
grpcio-tools \
flask \
flask-cors \
Flask-SQLAlchemy==3.1.1 \
Flask-Migrate==4.0.7 \
flask-login \
flask-restful \
flask-limiter \
flask-caching \
flask-jwt-extended \
flask-socketio \
PyYAML \
celery \
redis \
psycopg2-binary \
sqlalchemy \
alembic \
pyjwt \
requests \
numpy \
pandas \
python-dotenv \
pycryptodome \
cryptography \
bcrypt \
python-jose[cryptography] \
passlib \
python-multipart \
gmpy2 \
transformers \
torch \
tensorflow \
sentencepiece \
tokenizers \
nltk \
openai==1.14.0 \
anthropic==0.23.1 \
flask-migrate==4.0.5 \
Pillow \
opencv-python-headless \
scikit-learn \
scipy \
google-cloud-aiplatform \
google-generativeai \
vertexai \
google-cloud-core \
google-api-core \
yarl \
aiohttp \
tritonclient[all] \
cohere==4.43 \
anthropic \
replicate \
aleph-alpha-client \
stability-sdk \
huggingface_hub \
langchain \
langchain-community \
langchain-core \
langchain-openai \
openai==1.14.0 \
Flask-Migrate==4.0.7 \
Flask-SQLAlchemy==3.1.1 && \
python -m nltk.downloader punkt averaged_perceptron_tagger
# Set up directory structure
WORKDIR /app
RUN mkdir -p api web && chown -R user:user /app
# Copy Python environment and files
COPY --from=python-builder --chown=user /usr/local/lib/python3.10/site-packages /usr/local/lib/python3.10/site-packages
COPY --chown=user api/ /app/api/
# Copy Next.js files with explicit directory creation
RUN mkdir -p /app/web/.next/standalone /app/web/.next/static
COPY --from=web-builder --chown=user /app/web/.next/standalone /app/web/.next/standalone
COPY --from=web-builder --chown=user /app/web/.next/static /app/web/.next/static
COPY --from=web-builder --chown=user /app/web/public /app/web/public
# Set environment variables for HF Spaces compatibility
ENV FLASK_APP=app.py \
EDITION=SELF_HOSTED \
DEPLOY_ENV=PRODUCTION \
PYTHONPATH=/app/api \
PATH="/usr/local/bin:${PATH}" \
STORAGE_DIR=/storage \
# Database configuration - match docker-compose.yaml
DB_USERNAME=postgres \
DB_PASSWORD=difyai123456 \
DB_HOST=db \
DB_PORT=5432 \
DB_DATABASE=dify \
SQLALCHEMY_POOL_SIZE=30 \
SQLALCHEMY_POOL_RECYCLE=3600 \
# Redis configuration - match docker-compose.yaml
REDIS_HOST=redis \
REDIS_PORT=6379 \
REDIS_PASSWORD=difyai123456 \
REDIS_DB=0
# Copy entrypoint script
COPY docker/entrypoint.sh /app/entrypoint.sh
RUN chmod +x /app/entrypoint.sh
# Switch to non-root user
USER user
# HF Spaces uses port 7860
EXPOSE 7860 3000
# Set up storage volumes
VOLUME ["/storage/files", "/storage/cache", "/storage/logs"]
WORKDIR /app
CMD ["./entrypoint.sh"] |