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Dockerfile
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Dockerfile
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# Dockerfile may have following Arguments:
# tag - tag for the Base image, (e.g. 2.9.1 for tensorflow)
# branch - user repository branch to clone (default: master, another option: test)
# jlab - if to insall JupyterLab (true) or not (false)
#
# To build the image:
# $ docker build -t <dockerhub_user>/<dockerhub_repo> --build-arg arg=value .
# or using default args:
# $ docker build -t <dockerhub_user>/<dockerhub_repo> .
#
# [!] Note: For the Jenkins CI/CD pipeline, input args are defined inside the
# Jenkinsfile, not here!
ARG tag=2.1.2
# Base image, e.g. tensorflow/tensorflow:2.9.1
FROM pytorch/pytorch:2.1.2-cuda12.1-cudnn8-runtime
LABEL maintainer='PSNC WODR'
LABEL version='0.0.1'
# Integrated Plant Protection
# What user branch to clone [!]
ARG branch=master
# If to install JupyterLab
ARG jlab=true
# Install Ubuntu packages
# - gcc is needed in Pytorch images because deepaas installation might break otherwise (see docs) (it is already installed in tensorflow images)
RUN DEBIAN_FRONTEND=noninteractive apt-get update && \
apt-get install -y --no-install-recommends \
gcc \
git \
curl \
nano \
&& rm -rf /var/lib/apt/lists/*
# Update python packages
# [!] Remember: DEEP API V2 only works with python>=3.6
RUN python3 --version && \
pip3 install --no-cache-dir --upgrade pip "setuptools<60.0.0" wheel
# TODO: remove setuptools version requirement when [1] is fixed
# [1]: https://github.com/pypa/setuptools/issues/3301
# Set LANG environment
ENV LANG C.UTF-8
# Set the working directory
WORKDIR /srv
# Install rclone (needed if syncing with NextCloud for training; otherwise remove)
RUN curl -O https://downloads.rclone.org/rclone-current-linux-amd64.deb && \
dpkg -i rclone-current-linux-amd64.deb && \
apt install -f && \
mkdir /srv/.rclone/ && \
touch /srv/.rclone/rclone.conf && \
rm rclone-current-linux-amd64.deb && \
rm -rf /var/lib/apt/lists/*
ENV RCLONE_CONFIG=/srv/.rclone/rclone.conf
# Install deep-start script
# * allows to run shorter command "deep-start"
# * allows to install jupyterlab or code-server (vscode),
# if requested during container creation
RUN git clone https://github.com/deephdc/deep-start /srv/.deep-start && \
ln -s /srv/.deep-start/deep-start.sh /usr/local/bin/deep-start
# Necessary for the Jupyter Lab terminal
ENV SHELL /bin/bash
# Install user app
RUN apt-get update && apt-get -y --no-install-recommends install libgl1 libglib2.0-0 libsm6 libxrender1 libxext6 unzip psmisc
RUN git clone -b $branch --depth 1 https://github.com/ai4eosc-psnc/integrated_plant_protection && \
cd integrated_plant_protection && \
pip3 install --no-cache-dir -e . && \
cd ..
RUN cd integrated_plant_protection && \
curl -o tmp.zip https://share.services.ai4os.eu/index.php/s/9MN2Zekf3sgisWJ/download && \
unzip tmp.zip && \
cp -r public/* . && \
rm tmp.zip public -r
# Open ports: DEEPaaS (5000), Monitoring (6006), Jupyter (8888)
EXPOSE 5000 6006 8888
# Launch deepaas
CMD ["deepaas-run", "--listen-ip", "0.0.0.0", "--listen-port", "5000"]