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Dockerfile
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# For mage
ARG PY_VERSION_DEFAULT=3.9
FROM debian:bullseye as base
ARG TARGETARCH
ARG PY_VERSION_DEFAULT
ENV PY_VERSION ${PY_VERSION_DEFAULT}
# Essentials for production
RUN apt-get update && apt-get install -y \
libcurl4 `memgraph` \
libpython${PY_VERSION} `memgraph` \
libssl-dev `memgraph` \
openssl `memgraph` \
build-essential `mage-memgraph` \
cmake `mage-memgraph` \
curl `mage-memgraph` \
g++ `mage-memgraph` \
python3 `mage-memgraph` \
python3-pip `mage-memgraph` \
python3-setuptools `mage-memgraph` \
python3-dev `mage-memgraph` \
clang `mage-memgraph` \
git `mage-memgraph` \
unixodbc-dev `mage-memgraph` \
supervisor `memgraph`\
netcat `memgraph-platform` \
--no-install-recommends \
&& rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
###################################################################################################################################################
# MAGE
FROM base as mage-dev
WORKDIR /mage
COPY mage /mage
RUN curl https://sh.rustup.rs -sSf | sh -s -- -y
ENV PATH="/root/.cargo/bin:${PATH}"
RUN python3 -m pip install --upgrade pip \
&& python3 -m pip install --default-timeout=1000 -r /mage/python/requirements.txt
RUN python3 -m pip --default-timeout=1000 --no-cache-dir install torch-sparse torch-cluster torch-spline-conv \
torch-geometric torch-scatter -f https://data.pyg.org/whl/torch-1.12.0+cu102.html
RUN python3 /mage/setup build -p /usr/lib/memgraph/query_modules/
# DGL build from source
RUN git clone --recurse-submodules -b 0.9.x https://github.com/dmlc/dgl.git \
&& cd dgl && mkdir build && cd build && cmake .. \
&& make -j4 && cd ../python && python3 setup.py install
###################################################################################################################################################
# Lab: Build backend
FROM node:18.15-alpine as lab-base
WORKDIR /app
# Python make and g++ are needed for arm node-gyp package
RUN apk update && apk add git python3 make g++
ARG NPM_PACKAGE_TOKEN
COPY lab/frontend/.npmrc ./frontend/
COPY lab/frontend/package*.json ./frontend/
RUN echo '//npm.pkg.github.com/:_authToken=${NPM_PACKAGE_TOKEN}' | tee -a ./frontend/.npmrc
COPY lab/package*.json ./
RUN npm config rm proxy
RUN npm config rm https-proxy
RUN npm config set legacy-peer-deps true
RUN npm install && npm cache clean --force
RUN rm -f ./frontend/.npmrc
COPY lab/tsconfig.json .
COPY lab/tsconfig.build.json .
COPY lab/.env .
RUN sed -i "s/NODE_ENV=local/NODE_ENV=platform/" ./.env
COPY lab/backend/ ./backend/
COPY lab/frontend/ ./frontend/
RUN npm run build
RUN cd frontend && npm run build:production
###################################################################################################################################################
FROM base as final
# Copy the backend artifacts
COPY --from=lab-base /app/dist-backend /lab/dist-backend
COPY --from=lab-base /app/dist-frontend /lab/dist-frontend
COPY --from=lab-base /app/node_modules /lab/node_modules
COPY --from=lab-base /app/.env /lab/.env
# This is needed for lab
RUN apt-get update \
&& curl -fsSL https://deb.nodesource.com/setup_18.x | bash - \
&& apt-get install -y nodejs \
&& rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
# This is needed for memgraph built in algos
RUN pip3 install --default-timeout=1000 networkx==2.4 numpy==1.21.4 scipy==1.7.3
#copy modules
COPY --from=mage-dev /usr/lib/memgraph/query_modules/ /usr/lib/memgraph/query_modules/
# rm modules with issues (temporary)
RUN rm /usr/lib/memgraph/query_modules/node_classification.py \
&& rm /usr/lib/memgraph/query_modules/link_prediction.py \
&& rm /usr/lib/memgraph/query_modules/text.so
#copy python build
COPY --from=mage-dev /usr/local/lib/python${PY_VERSION}/ /usr/local/lib/python${PY_VERSION}/
COPY memgraph-${TARGETARCH}.deb .
RUN dpkg -i memgraph-${TARGETARCH}.deb && rm memgraph-${TARGETARCH}.deb
RUN rm -rf /mage \
&& export PATH="/usr/local/lib/python${PY_VERSION}:${PATH}" \
&& apt-get -y --purge autoremove clang git curl python3-pip python3-dev cmake build-essential \
&& apt-get clean
EXPOSE 3000 7444 7687
COPY configs/ /etc/supervisor/
RUN chmod 777 -R /var/log/memgraph
RUN chmod 777 -R /var/lib/memgraph
RUN chmod 777 -R /usr/lib/memgraph
RUN chmod 777 /usr/lib/memgraph/memgraph
ENV MEMGRAPH="--also-log-to-stderr"
ENTRYPOINT [ "/usr/bin/supervisord" ]
CMD [ "-c", "/etc/supervisor/supervisord.conf" ]