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Dockerfile
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FROM python:3.10-bookworm
LABEL description="Deploy Mage on ECS"
ARG FEATURE_BRANCH
USER root
SHELL ["/bin/bash", "-o", "pipefail", "-c"]
## System Packages
RUN \
curl https://packages.microsoft.com/keys/microsoft.asc | apt-key add - && \
curl https://packages.microsoft.com/config/debian/11/prod.list > /etc/apt/sources.list.d/mssql-release.list && \
apt-get -y update && \
ACCEPT_EULA=Y apt-get -y install --no-install-recommends \
# NFS dependencies
nfs-common \
# odbc dependencies
msodbcsql18\
unixodbc-dev \
# R
r-base && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
## R Packages
RUN \
R -e "install.packages('pacman', repos='http://cran.us.r-project.org')" && \
R -e "install.packages('renv', repos='http://cran.us.r-project.org')"
## Python Packages
RUN \
pip3 install --no-cache-dir sparkmagic && \
mkdir ~/.sparkmagic && \
curl https://raw.githubusercontent.com/jupyter-incubator/sparkmagic/master/sparkmagic/example_config.json > ~/.sparkmagic/config.json && \
sed -i 's/localhost:8998/host.docker.internal:9999/g' ~/.sparkmagic/config.json && \
jupyter-kernelspec install --user "$(pip3 show sparkmagic | grep Location | cut -d' ' -f2)/sparkmagic/kernels/pysparkkernel"
# Mage integrations and other related packages
RUN \
pip3 install --no-cache-dir "git+https://github.com/wbond/oscrypto.git@d5f3437ed24257895ae1edd9e503cfb352e635a8" && \
pip3 install --no-cache-dir "git+https://github.com/dremio-hub/arrow-flight-client-examples.git#egg=dremio-flight&subdirectory=python/dremio-flight" && \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/singer-python.git#egg=singer-python" && \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/dbt-mysql.git#egg=dbt-mysql" && \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/dbt-synapse.git#egg=dbt-synapse" && \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/sqlglot#egg=sqlglot" && \
if [ -z "$FEATURE_BRANCH" ] || [ "$FEATURE_BRANCH" = "null" ]; then \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/mage-ai.git#egg=mage-integrations&subdirectory=mage_integrations"; \
else \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/mage-ai.git@$FEATURE_BRANCH#egg=mage-integrations&subdirectory=mage_integrations"; \
fi
# Mage
COPY ./mage_ai/server/constants.py /tmp/constants.py
RUN if [ -z "$FEATURE_BRANCH" ] || [ "$FEATURE_BRANCH" = "null" ] ; then \
tag=$(tail -n 1 /tmp/constants.py) && \
VERSION=$(echo "$tag" | tr -d "'") && \
pip3 install --no-cache-dir "mage-ai[all]==$VERSION"; \
else \
pip3 install --no-cache-dir "git+https://github.com/mage-ai/mage-ai.git@$FEATURE_BRANCH#egg=mage-ai[all]"; \
fi
## Startup Script
COPY --chmod=+x ./scripts/install_other_dependencies.py ./scripts/run_app.sh /app/
ENV MAGE_DATA_DIR="/home/src/mage_data"
ENV PYTHONPATH="${PYTHONPATH}:/home/src"
WORKDIR /home/src
EXPOSE 6789
EXPOSE 7789
CMD ["/bin/sh", "-c", "/app/run_app.sh"]