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10.6 Jupyter Notebooks and Python

AMBER Tutorial

10.6.5 Trajectory rendering and movie making with NGLView

By Hai Nguyen (BSD 2-clause)

What is NGLView?

NGLView is a viewer for molecular structures and trajectories in Jupyter notebook.


  • AmberTools >= 16
  • If you allow AMBER to install Python distribution from Miniconda, you have most needed packages (except NGLView and moviepy) for this tutorial.

  • Install NGLView development version:

    amber.conda install nglview==0.5.1 -c ambermd
  • Install moviepy to generate movie from image files

    # OSX user: install matplotlib via conda to make it work properly with moviepy
      # amber.conda install matplotlib
      amber.pip install moviepy
      amber.conda install freeimage
  • You know how to use Linux command line. If not, please check basic AMBER tutorial
  • You know how to open a Jupyter notebook

    amber.jupyter notebook notebook.ipynb
      # where `notebook.ipynb` is the name of your notebook.

Note: If you did not have amber.{pip, conda}, you can just use pip, conda or jupyter commands

How to follow this tutorial?

  • Just copy and paste commands to your notebook, then hit "Ctrl-Enter"

Create trajectory viewer

In [1]:
import pytraj as pt
import nglview as nv
print(pt.__version__, nv.__version__)
('1.0.4', '0.5-rc.0')
In [2]:
# create pytraj's Trajectory, require supported formats (.nc, .dcd, .pdb, .trr, ...)
traj = pt.load(nv.datafiles.TRR, nv.datafiles.PDB)

# perform superimpose to 1st frame to remove translation and rotation
traj.superpose(mask='@CA', ref=0)

pytraj.Trajectory, 51 frames: 
Size: 0.000000 (GB)
<Topology: 5547 atoms, 349 residues, 1 mols, PBC with box type = ortho>
In [3]:
# create NGL viewer
view = nv.show_pytraj(traj)
In [4]:
In [5]: