Mercurial > repos > chemteam > mdanalysis_ramachandran_protein

annotate extract_rmsd.py @ 1:631b2a62d500 draft

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"planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 45fe75a3a8ca80f799c85e194429c4c7f38bb5f6"
author chemteam
date Wed, 28 Oct 2020 21:38:43 +0000
parents 0f270722aca6
children 060b9d9ec8cf
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0f270722aca6 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 1b23e024af45cc0999d9142d07de6897d4189ec2"
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1 import argparse
0f270722aca6 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 1b23e024af45cc0999d9142d07de6897d4189ec2"
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2 import json
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4 import MDAnalysis as m
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631b2a62d500 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 45fe75a3a8ca80f799c85e194429c4c7f38bb5f6"
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5 from MDAnalysis.analysis import rms
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7 import numpy as np
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9
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10 def calc_rmsd(str_files, traj_files, str_format, traj_format, filepath_out,
631b2a62d500 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 45fe75a3a8ca80f799c85e194429c4c7f38bb5f6"
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11 group, start, end, step):
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12 """
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13 the function will cycle through range 0 to no_t and load all files found.
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15 str_files: text file with filepaths for structures, one on each line
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16 traj_files: text file with filepaths for trajectories, one on each line
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17 filepath_in: directory where the files are located
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18 filepath_out: pickle file where results (3D matrix) should be saved to
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20 group: atoms for which RMSD should be calculated;
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21 use the MDAnalysis selection language
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23 start: first trajectory frame to calculate RMSD
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24 end: last trajectory frame to calculate RMSD
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25 step: how frequently frames are sampled between start and end; obviously,
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26 the larger the step, the quicker the script finishes
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27 """
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29 # open list of files
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30 with open(str_files) as f1, open(traj_files) as f2:
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31 str_file_list = f1.read().strip().split('\n')
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32 traj_file_list = f2.read().strip().split('\n')
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34 if sum(1 for line in f1) != sum(1 for line in f2):
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35 raise IOError('Number of structure and trajectory files unequal.')
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37 no_t = len(traj_file_list)
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39 data = np.zeros((no_t, no_t,
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40 int((end - start)/step + ((end - start) % step > 0))))
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42 # load files
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43 universes = {}
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45 for traj in range(no_t):
1
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46 # We no longer align here, users should do this themselves.
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47 universes[traj] = m.Universe(str_file_list[traj], traj_file_list[traj],
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48 format=traj_format,
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49 topology_format=str_format)
0
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51 print("All trajs loaded by MDAnalysis")
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52
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53 # calculate differences
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54 for traj1 in range(no_t):
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55 print("Calculating differences for traj {}".format(traj1))
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56 for traj2 in range(traj1):
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57 for frame in range(data.shape[2]):
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58 universes[traj1].trajectory[frame]
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59 universes[traj2].trajectory[frame]
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60 A = universes[traj1].select_atoms(group).positions
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61 B = universes[traj2].select_atoms(group).positions
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62 r = rms.rmsd(A, B)
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63 data[traj1, traj2, frame] = r
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64 data[traj2, traj1, frame] = r
0
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65
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66 with open(filepath_out, 'w') as f:
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67 json.dump(data.tolist(), f, indent=4, sort_keys=True)
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68
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69 print("Done!")
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70 return
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71
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72
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73 def main():
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74 parser = argparse.ArgumentParser()
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75 parser.add_argument('--trajs', required=True,
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76 help='File containing trajectory filepaths.')
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77 parser.add_argument("--strs",
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78 help='File containing structure filepaths.')
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79 parser.add_argument('--traj-format', required=True,
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80 help='Trajectory format.')
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81 parser.add_argument("--str-format", help='Structure format.')
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82 parser.add_argument('-o', '--outfile',
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83 help="Path to the output JSON file")
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84 parser.add_argument('--group', help="Atoms for which RMSD should be"
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85 "calculated in MDAnalysis selection language")
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86 parser.add_argument('--start', type=int,
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87 help="First trajectory frame to calculate RMSD")
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88 parser.add_argument('--end', type=int,
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89 help="Last trajectory frame to calculate RMSD")
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90 parser.add_argument('--step', type=int,
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91 help="Frame sampling frequency for RMSD calculation")
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92 args = parser.parse_args()
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93
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94 calc_rmsd(args.strs, args.trajs, args.str_format,
631b2a62d500 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 45fe75a3a8ca80f799c85e194429c4c7f38bb5f6"
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95 args.traj_format, args.outfile,
631b2a62d500 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 45fe75a3a8ca80f799c85e194429c4c7f38bb5f6"
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96 args.group, args.start, args.end, args.step)
0
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97
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98
0f270722aca6 "planemo upload for repository https://github.com/galaxycomputationalchemistry/galaxy-tools-compchem/ commit 1b23e024af45cc0999d9142d07de6897d4189ec2"
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99 if __name__ == "__main__":
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100 main()