python3.yml

---
# Step 1: $ apt-get install ansible
# Step 2: $ ansible-playbook python3.yml
- hosts: "{{ host | default('localhost')}}"
  become: yes
  tasks:

  - name: python3 apt
    apt:
      state: absent
      name:
        - python3-pip

  - name: python3 apt
    apt:
      state: latest
      name:
        - libgraphviz-dev
        - libpng-dev
        - nodejs
        - npm
        - python3
        - python3-dev
        - python3-pip
        - python3-tk
        - python3-autopep8
        - python3-future
        - python3-futurist
        - python3-h5py
        - python3-imageio
        - python3-isort
        - python3-joblib
        - python3-matplotlib
        - python3-msgpack
        - python3-pandas
        #- python3-pygraph
        - python3-pygraphviz
        - python3-redis
        - python3-scipy
        - python3-simplejson
        - python3-skimage
        - python3-sklearn
        - python3-sklearn-pandas
        - python3-willow
        - python3-zmq
        - python3-numpy
        - python3-numexpr
        - python3-pexpect

  - name: python3 pip
    pip:
      state: latest
      executable: pip3
      name:
        - pydot
        - ipython
        - jupyter
        - jupyterlab
        - jupyterlab-git
        - jupyterlab-latex
        - jupyterlab-gitlab
        - bash_kernel
        - sos
        - sos-notebook
        - sos-python
        - sos-bash
        - sos-rq
        - xonsh_kernel
        - graphviz
        - sos-javascript
        - sos-julia
        - sos-java
        # - pycallgraph
        - braceexpand
        - editdistance
        - jupyter_contrib_nbextensions
        - nbstripout
        - jupytext

  # $ python -m cProfile -o myscript.cprof myscript.py
  # $ pyprof2calltree -k -i myscript.cprof
  - pip: name=pyprof2calltree state=latest executable=pip3
  - pip: name=gprof2dot state=latest executable=pip3
  - apt: name=kcachegrind state=latest

  - shell: python3 -m bash_kernel.install || true
  - shell: python3 -m sos_notebook.install || true
  - shell: python3 -m xonsh_kernel.install || true

  - pip: state=latest executable=pip name=ipykernel
  - shell: python -m ipykernel install || true

  - pip: state=latest executable=pip3 name=git+git://github.com/jupyterlab/jupyterlab.git#egg=jupyterlab
  - shell: jupyter labextension install transient-display-data
  - shell: jupyter labextension install jupyterlab-sos

  - pip: state=latest executable=pip3 name=rise
  - shell: jupyter-nbextension install rise --py #--sys=prefix

  - pip: state=latest executable=pip3 name=torch
  - pip: state=latest executable=pip3 name=torchvision
  - pip: state=latest executable=pip3 name=tensorflow-gpu
  #- pip: state=latest executable=pip3 name=cleverhans

  - shell: jupyter nbextension install --py jupytext
  - shell: jupyter nbextension enable --py jupytext
  - shell: jupyter lab build