Dockerfile

# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
#
# THIS IS A GENERATED DOCKERFILE.
#
# This file was assembled from multiple pieces, whose use is documented
# throughout. Please refer to the TensorFlow dockerfiles documentation
# for more information.

ARG UBUNTU_VERSION=20.04

FROM ubuntu:${UBUNTU_VERSION} as base

ARG NODE_VERSION=16.16.0
ENV NODE_VERSION $NODE_VERSION
ENV DEBIAN_FRONTEND noninteractive

RUN apt-get update \
    && apt-get install -y \
    curl \
    htop \
    locales \
    man \
    git \
    procps \
    openssh-client \
    sudo \
    vim.tiny \
    lsb-release \
    gpg \
    build-essential \
    wget \
    xz-utils \
    python3 \
    python3-pip \
    unzip \
    && rm -rf /var/lib/apt/lists/*

# See http://bugs.python.org/issue19846
ENV LANG C.UTF-8


# gpg keys listed at https://github.com/nodejs/node#release-keys
RUN set -ex \
    && for key in \
    4ED778F539E3634C779C87C6D7062848A1AB005C \
    94AE36675C464D64BAFA68DD7434390BDBE9B9C5 \
    74F12602B6F1C4E913FAA37AD3A89613643B6201 \
    71DCFD284A79C3B38668286BC97EC7A07EDE3FC1 \
    8FCCA13FEF1D0C2E91008E09770F7A9A5AE15600 \
    C4F0DFFF4E8C1A8236409D08E73BC641CC11F4C8 \
    C82FA3AE1CBEDC6BE46B9360C43CEC45C17AB93C \
    DD8F2338BAE7501E3DD5AC78C273792F7D83545D \
    A48C2BEE680E841632CD4E44F07496B3EB3C1762 \
    108F52B48DB57BB0CC439B2997B01419BD92F80A \
    B9E2F5981AA6E0CD28160D9FF13993A75599653C \
    ; do \
    gpg --batch --keyserver keyserver.ubuntu.com --recv-key "$key" || \
    gpg --batch --keyserver keys.openpgp.org --recv-key "$key" || \
    gpg --batch --keyserver pgp.mit.edu --recv-keys "$key" || \
    gpg --batch --keyserver keyserver.pgp.com --recv-keys "$key" ; \
    done

RUN ARCH= && dpkgArch="$(dpkg --print-architecture)" \
    && case "${dpkgArch##*-}" in \
    amd64) ARCH='x64';; \
    ppc64el) ARCH='ppc64le';; \
    s390x) ARCH='s390x';; \
    arm64) ARCH='arm64';; \
    armhf) ARCH='armv7l';; \
    i386) ARCH='x86';; \
    *) echo "unsupported architecture"; exit 1 ;; \
    esac \
    && curl -SLO "https://nodejs.org/dist/v$NODE_VERSION/node-v$NODE_VERSION-linux-$ARCH.tar.xz" \
    && curl -SLO --compressed "https://nodejs.org/dist/v$NODE_VERSION/SHASUMS256.txt.asc" \
    && gpg --batch --decrypt --output SHASUMS256.txt SHASUMS256.txt.asc \
    && grep " node-v$NODE_VERSION-linux-$ARCH.tar.xz\$" SHASUMS256.txt | sha256sum -c - \
    && tar -xJf "node-v$NODE_VERSION-linux-$ARCH.tar.xz" -C /usr/local --strip-components=1 --no-same-owner \
    && rm "node-v$NODE_VERSION-linux-$ARCH.tar.xz" SHASUMS256.txt.asc SHASUMS256.txt \
    && ln -s /usr/local/bin/node /usr/local/bin/nodejs


RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" \
&& unzip awscliv2.zip \
&& ./aws/install \
&& rm -rf awscliv2.zip ./aws


RUN python3 -m pip --no-cache-dir install --upgrade pip

RUN python3 -m pip --no-cache-dir install --upgrade \
    setuptools

# Some TF tools expect a "python" binary
RUN ln -s $(which python3) /usr/local/bin/python

# Options:
#   tensorflow
#   tensorflow-gpu
#   tf-nightly
#   tf-nightly-gpu
# Set --build-arg TF_PACKAGE_VERSION=1.11.0rc0 to install a specific version.
# Installs the latest version by default.
ARG TF_PACKAGE=tensorflow
ARG TF_PACKAGE_VERSION=2.4.2
RUN python3 -m pip install --no-cache-dir ${TF_PACKAGE}${TF_PACKAGE_VERSION:+==${TF_PACKAGE_VERSION}}

RUN python3 -m pip install --no-cache-dir jupyterlab matplotlib \
    numpy \
    scipy \
    pandas \
    scikit-learn \
    tensorflow-datasets \
    matplotlib \
    flake8 \
    boto3 \
    pandas-datareader \
    yahoo_fin


RUN python3 -m pip install --no-cache-dir jupyterlab  \
    jupyter_http_over_ws nbformat==5.1.2 jupyterlab_vim \
    cufflinks plotly \
    jedi==0.17.2 \
    jupyterlab-lsp python-language-server[all] \
    ipywidgets \
    && jupyter serverextension enable --py jupyter_http_over_ws

RUN jupyter labextension install jupyterlab-plotly@4.14.3 @jupyter-widgets/jupyterlab-manager plotlywidget@4.14.3

RUN adduser --gecos '' --disabled-password jovyan && \
    echo "jovyan ALL=(ALL) NOPASSWD:ALL" >> /etc/sudoers.d/nopasswd

RUN ARCH="$(dpkg --print-architecture)" && \
    curl -fsSL "https://github.com/boxboat/fixuid/releases/download/v0.4.1/fixuid-0.4.1-linux-$ARCH.tar.gz" | tar -C /usr/local/bin -xzf - && \
    chown root:root /usr/local/bin/fixuid && \
    chmod 4755 /usr/local/bin/fixuid && \
    mkdir -p /etc/fixuid && \
    printf "user: jovyan\ngroup: jovyan\n" > /etc/fixuid/config.yml

COPY entrypoint.sh /usr/bin/entrypoint.sh

RUN python3 -m ipykernel.kernelspec

EXPOSE 8888


USER 1000
ENV USER=jovyan
WORKDIR /home/jovyan

# see https://github.com/krassowski/jupyterlab-lsp
RUN mkdir .lsp_symlink \
    && cd .lsp_symlink \
    && ln -s /home home


ENTRYPOINT ["/usr/bin/entrypoint.sh"]