Mercurial > repos > chemteam > mdanalysis_cosine_analysis
diff angle.py @ 0:ebeb72aa39a8 draft
planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 3ff06e3182c3a1546ea0a3b29e0d4383e12169e1
author | chemteam |
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date | Wed, 03 Apr 2019 15:48:45 -0400 |
parents | |
children | d18e7db42633 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/angle.py Wed Apr 03 15:48:45 2019 -0400 @@ -0,0 +1,71 @@ +#!/usr/bin/env python + +import argparse +import csv +import sys + +import MDAnalysis as mda + +import matplotlib +matplotlib.use('Agg') # noqa +import matplotlib.pyplot as plt + +import numpy as np +from numpy.linalg import norm + + +def parse_command_line(argv): + parser = argparse.ArgumentParser() + parser.add_argument('--idcd', help='input dcd') + parser.add_argument('--ipdb', help='input pdb') + parser.add_argument('--isegid1', help='segid 1') + parser.add_argument('--iresid1', help='resid 1') + parser.add_argument('--iname1', help='name 1') + parser.add_argument('--isegid2', help='segid 2') + parser.add_argument('--iresid2', help='resid 2') + parser.add_argument('--iname2', help='name 2') + parser.add_argument('--isegid3', help='segid 3') + parser.add_argument('--iresid3', help='resid 3') + parser.add_argument('--iname3', help='name 3') + parser.add_argument('--output', help='output') + parser.add_argument('--oangle_plot', help='angle plot') + return parser.parse_args() + + +args = parse_command_line(sys.argv) + +atom1 = "(segid %s and resid %s and name %s)" % \ + (args.isegid1, args.iresid1, args.iname1) +atom2 = "(segid %s and resid %s and name %s)" % \ + (args.isegid2, args.iresid2, args.iname2) +atom3 = "(segid %s and resid %s and name %s)" % \ + (args.isegid3, args.iresid3, args.iname3) + + +def theta(u): + A = u.select_atoms(atom1).center_of_geometry() + B = u.select_atoms(atom2).center_of_geometry() + C = u.select_atoms(atom3).center_of_geometry() + BA = A - B + BC = C - B + theta = np.arccos(np.dot(BA, BC)/(norm(BA)*norm(BC))) + return np.rad2deg(theta) + + +u = mda.Universe(args.ipdb, args.idcd, topology_format="PDB", format="DCD") +data = np.array([(u.trajectory.frame, theta(u)) for ts in u.trajectory]) +frame, theta = data.T + +with open(args.output, 'w') as f: + writer = csv.writer(f, delimiter='\t') + writer.writerows(zip(frame, theta)) + +with open(args.output) as f: + g = [xtmp.strip() for xtmp in f] + data = [tuple(map(float, xtmp.split())) for xtmp in g[0:]] + time = [xtmp[0] for xtmp in data] + angle = [xtmp[1] for xtmp in data] + plt.plot(time, angle) + plt.xlabel('Frame No.') + plt.ylabel('Angle (degrees)') + plt.savefig(args.oangle_plot, format='png')