-
Notifications
You must be signed in to change notification settings - Fork 3k
/
Dockerfile
77 lines (69 loc) · 2.47 KB
/
Dockerfile
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
ARG BASE_CONTAINER=jupyter/minimal-notebook
FROM $BASE_CONTAINER
LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
USER root
# ffmpeg for matplotlib anim
RUN apt-get update && \
apt-get install -y --no-install-recommends ffmpeg && \
rm -rf /var/lib/apt/lists/*
USER $NB_UID
# Install Python 3 packages
# Remove pyqt and qt pulled in for matplotlib since we're only ever going to
# use notebook-friendly backends in these images
RUN conda install --quiet --yes \
'conda-forge::blas=*=openblas' \
'ipywidgets=7.4*' \
'pandas=0.24*' \
'numexpr=2.6*' \
'matplotlib=3.0*' \
'scipy=1.2*' \
'seaborn=0.9*' \
'scikit-learn=0.20*' \
'scikit-image=0.14*' \
'sympy=1.3*' \
'cython=0.29*' \
'patsy=0.5*' \
'statsmodels=0.9*' \
'cloudpickle=0.8*' \
'dill=0.2*' \
'dask=1.1.*' \
'numba=0.42*' \
'bokeh=1.0*' \
'sqlalchemy=1.3*' \
'hdf5=1.10*' \
'h5py=2.9*' \
'vincent=0.4.*' \
'beautifulsoup4=4.7.*' \
'protobuf=3.7.*' \
'xlrd' && \
conda remove --quiet --yes --force qt pyqt && \
conda clean -tipsy && \
# Activate ipywidgets extension in the environment that runs the notebook server
jupyter nbextension enable --py widgetsnbextension --sys-prefix && \
# Also activate ipywidgets extension for JupyterLab
# Check this URL for most recent compatibilities
# https://github.com/jupyter-widgets/ipywidgets/tree/master/packages/jupyterlab-manager
jupyter labextension install @jupyter-widgets/jupyterlab-manager@^0.38.1 && \
jupyter labextension install jupyterlab_bokeh@0.6.3 && \
npm cache clean --force && \
rm -rf $CONDA_DIR/share/jupyter/lab/staging && \
rm -rf /home/$NB_USER/.cache/yarn && \
rm -rf /home/$NB_USER/.node-gyp && \
fix-permissions $CONDA_DIR && \
fix-permissions /home/$NB_USER
# Install facets which does not have a pip or conda package at the moment
RUN cd /tmp && \
git clone https://github.com/PAIR-code/facets.git && \
cd facets && \
jupyter nbextension install facets-dist/ --sys-prefix && \
cd && \
rm -rf /tmp/facets && \
fix-permissions $CONDA_DIR && \
fix-permissions /home/$NB_USER
# Import matplotlib the first time to build the font cache.
ENV XDG_CACHE_HOME /home/$NB_USER/.cache/
RUN MPLBACKEND=Agg python -c "import matplotlib.pyplot" && \
fix-permissions /home/$NB_USER
USER $NB_UID