changeset 10:0c95b0f51114 draft

"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/openbabel commit 6c84abdd07f292048bf2194073e2e938e94158c4"
author bgruening
date Wed, 25 Mar 2020 16:46:28 -0400 (2020-03-25)
parents ac9567d307a2
children e38d865baa37
files change_title_to_metadata_value.py distance_finder.py ob_filter.py test-data/filterd_by_name.sdf test-data/ligands.sdf test-data/ligands_with_title.sdf test-data/name_file.txt test-data/transfs.sdf test-data/transfs_changed_name.sdf
diffstat 9 files changed, 1760 insertions(+), 1 deletions(-) [+]
line wrap: on
line diff
--- a/change_title_to_metadata_value.py	Thu Aug 22 10:27:02 2019 -0400
+++ b/change_title_to_metadata_value.py	Wed Mar 25 16:46:28 2020 -0400
@@ -12,6 +12,8 @@
 import openbabel
 openbabel.obErrorLog.StopLogging()
 import pybel
+import random
+import string
 
 
 def main():
@@ -25,14 +27,18 @@
         required=True, help="path to the output file")
     parser.add_argument('--key', '-k',
         required=True, help="the metadata key from the sdf file which should inlcude the new title")
+    parser.add_argument('--random', '-r',
+        action="store_true", help="Add random suffix to the title.")
 
     args = parser.parse_args()
 
     output = pybel.Outputfile("sdf", args.outfile, overwrite=True)
-
     for mol in pybel.readfile("sdf", args.infile):
         if args.key in mol.data:
             mol.title = mol.data[args.key]
+            if args.random:
+                suffix = ''.join(random.choice(string.ascii_lowercase + string.digits) for _ in range(13))
+                mol.title += '__%s' % suffix
         output.write( mol )
 
     output.close()
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/distance_finder.py	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,109 @@
+# Reports distances of ligands to reference points. An example input for the points is:
+#
+# 5.655   1.497  18.223
+# 1.494  -8.367  18.574
+# 13.034   6.306  25.232
+#
+# Data can be space or tab separated but must contain 3 and only 3 numbers for the x, y and z coordinates
+#
+# That would encode 3 points.
+# Each record in the SDF input is read and the closest heavy atom to each of the reference points is recorded as
+# a property named distance1 where the numeric part is the index (starting from 1) of the points (in that example
+# there would be properties for distance1, distance2 and distance3.
+
+import argparse, os, sys, math
+from openbabel import pybel
+
+
+
+def log(*args, **kwargs):
+    """Log output to STDERR
+    """
+    print(*args, file=sys.stderr, ** kwargs)
+
+
+def execute(ligands_sdf, points_file, outfile):
+    """
+    :param ligands_sdf: A SDF with the 3D molecules to test
+    :param points_file: A file with the points to consider.
+    :param outfile: The name of the file for the SDF output
+    :return:
+    """
+
+
+    points = []
+
+    # read the points
+    with open(points_file, 'r') as f:
+        for line in f.readlines():
+            line.strip()
+            if line:
+                p = line.split()
+                if len(p) == 3:
+                    points.append((float(p[0]), float(p[1]), float(p[2])))
+                    log("Read points",p)
+                    continue
+            log("Failed to read line:", line)
+    log('Found', len(points), 'atom points')
+
+    sdf_writer = pybel.Outputfile("sdf", outfile, overwrite=True)
+
+    count = 0
+    for mol in pybel.readfile("sdf", ligands_sdf):
+        count += 1
+        if count % 50000 == 0:
+            log('Processed', count)
+
+        try:
+            # print("Processing mol", mol.title)
+
+            clone = pybel.Molecule(mol)
+            clone.removeh()
+
+            coords = []
+            for atom in clone.atoms:
+                coords.append(atom.coords)
+
+            p = 0
+            for point in points:
+                p += 1
+                distances = []
+                for i in coords:
+                    # calculates distance based on cartesian coordinates
+                    distance = math.sqrt((point[0] - i[0])**2 + (point[1] - i[1])**2 + (point[2] - i[2])**2)
+                    distances.append(distance)
+                    # log("distance:", distance)
+                min_distance = min(distances)
+                # log('Min:', min_distance)
+                # log(count, p, min_distance)
+
+                mol.data['distance' + str(p)] = min_distance
+
+            sdf_writer.write(mol)
+
+        except Exception as e:
+            log('Failed to handle molecule: '+ str(e))
+            continue
+
+    sdf_writer.close()
+    log('Wrote', count, 'molecules')
+
+
+def main():
+    global work_dir
+
+    parser = argparse.ArgumentParser(description='XChem distances - measure distances to particular points')
+
+    parser.add_argument('-i', '--input', help="SDF containing the 3D molecules to score)")
+    parser.add_argument('-p', '--points', help="PDB format file with atoms")
+    parser.add_argument('-o', '--outfile', default='output.sdf', help="File name for results")
+
+
+    args = parser.parse_args()
+    log("XChem distances args: ", args)
+
+    execute(args.input, args.points, args.outfile)
+
+
+if __name__ == "__main__":
+    main()
--- a/ob_filter.py	Thu Aug 22 10:27:02 2019 -0400
+++ b/ob_filter.py	Wed Mar 25 16:46:28 2020 -0400
@@ -29,6 +29,10 @@
         help="Specify the filters to apply",
         required=True,
         )
+    parser.add_argument('--list_of_names', 
+        help="A file with list of molecule names to extract. Every name is in one line.",
+        required=False,
+        )
     return parser.parse_args()
 
 def filter_precalculated_compounds(args, filters):
@@ -83,12 +87,24 @@
         sys.stdout.write(stdout.decode('utf-8'))
         sys.stdout.write(stderr.decode('utf-8'))
 
+def filter_by_name(args):
+    outfile = pybel.Outputfile(args.oformat, args.output, overwrite=True)
+    for mol in pybel.readfile('sdf', args.input):
+        for name in open(args.list_of_names):
+            if mol.title.strip() == name.strip():
+                outfile.write(mol)
+    outfile.close()
 
 def __main__():
     """
         Select compounds with certain properties from a small library
     """
     args = parse_command_line()
+    
+    if args.filters == '__filter_by_name__':
+        filter_by_name(args)
+        return
+    
     # Its a small trick to get the parameters in an easy way from the xml file.
     # To keep it readable in the xml file, many white-spaces are included in that string it needs to be removed.
     # Also the last loop creates a ',{' that is not an valid jason expression.
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/filterd_by_name.sdf	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,147 @@
+abc_one
+ OpenBabel03212013422D
+
+ 26 30  0  0  0  0  0  0  0  0999 V2000
+   -8.6396    0.9568    0.0000 O   0  0  0  0  0  0  0  0  0  0  0  0
+   -7.6023    1.5602    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -7.6071    3.0602    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -6.3104    3.8143    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -5.0090    3.0685    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -5.0040    1.5682    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -6.3008    0.8143    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -3.7006    0.8244    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
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+   -2.4915   -1.3190    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
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+   -2.5404   -5.8196    0.0000 O   0  0  0  0  0  0  0  0  0  0  0  0
+   -3.8308   -5.0547    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -3.8135   -3.5548    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -1.2274   -0.6045    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+    0.0000   -1.3190    0.0000 O   0  0  0  0  0  0  0  0  0  0  0  0
+    1.2274   -0.6045    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+    2.4732   -1.3190    0.0000 N   0  0  0  0  0  0  0  0  0  0  0  0
+    3.7372   -0.6045    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+    3.7372    0.8244    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+    2.4732    1.5389    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+    1.2274    0.8244    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -1.2274    0.8244    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
+   -2.4915    1.5389    0.0000 N   0  0  0  0  0  0  0  0  0  0  0  0
+  1  2  1  0  0  0  0
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+ 18 19  1  0  0  0  0
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+ 20 21  1  0  0  0  0
+ 21 22  2  0  0  0  0
+ 22 23  1  0  0  0  0
+ 23 24  2  0  0  0  0
+ 24 25  1  0  0  0  0
+ 25 26  1  0  0  0  0
+M  END
+>  <mr_id>
+4358263
+
+>  <SMI>
+Oc1cccc(c1)c2nc(N3CCOCC3)c4oc5ncccc5c4n2
+
+$$$$
+abc_eleven
+ OpenBabel03212013422D
+
+ 32 35  0  0  1  0  0  0  0  0999 V2000
+    7.1381   -2.1568    0.0000 C   0  0  0  0  0  0  0  0  0  0  0  0
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+ 27 28  1  0  0  0  0
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+ 28 29  1  0  0  0  0
+ 29 30  1  0  0  0  0
+ 30 31  1  0  0  0  0
+ 31 32  1  0  0  0  0
+M  END
+>  <mr_id>
+4362206
+
+>  <SMI>
+Cc1[nH]c(/C=C/2\C(=O)Nc3ccc(F)cc23)c(C)c1C(=O)NC[C@H](O)CN4CCOCC4
+
+$$$$
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/ligands.sdf	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,348 @@
+C[C@H](NS(C)(=O)=O)c1ccccn1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 13 13  0  0  0  0  0  0  0  0999 V2000
+   13.1106    0.7550   23.2143 C   0  0  0  0  0  0
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+   12.8091    3.9103   23.8920 C   0  0  0  0  0  0
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+   13.4398    5.7854   22.5337 C   0  0  0  0  0  0
+   13.1881    4.9943   21.4282 C   0  0  0  0  0  0
+   12.7627    3.7170   21.4945 N   0  0  0  0  0  0
+  2  8  1  0  0  0
+  2  3  1  0  0  0
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+  4  5  1  0  0  0
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+  9 10  1  0  0  0
+ 10 11  2  0  0  0
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+ 12 13  2  0  0  0
+M  END
+$$$$
+C[C@@H](NS(C)(=O)=O)c1ccccn1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 13 13  0  0  0  0  0  0  0  0999 V2000
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+ 10 11  2  0  0  0
+ 11 12  1  0  0  0
+ 12 13  2  0  0  0
+M  END
+$$$$
+FC(F)(F)c1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 10 10  0  0  0  0  0  0  0  0999 V2000
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+   12.7278   -1.4119   21.6796 C   0  0  0  0  0  0
+   11.6049   -0.5838   21.6354 C   0  0  0  0  0  0
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+  7  8  2  0  0  0
+  8  9  1  0  0  0
+  9 10  2  0  0  0
+M  END
+$$$$
+O=[SH](=O)c1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+  9  9  0  0  0  0  0  0  0  0999 V2000
+   13.5834    1.0389   23.2971 O   0  0  0  0  0  0
+   12.4089    1.7539   22.8402 S   0  0  0  0  0  0
+   11.1134    1.5953   23.4682 O   0  0  0  0  0  0
+   12.7957    3.4745   22.8588 C   0  0  0  0  0  0
+   13.0347    4.1328   21.6517 C   0  0  0  0  0  0
+   13.3512    5.4908   21.6741 C   0  0  0  0  0  0
+   13.4284    6.1723   22.8914 C   0  0  0  0  0  0
+   13.1905    5.5006   24.0928 C   0  0  0  0  0  0
+   12.8736    4.1434   24.0815 C   0  0  0  0  0  0
+  1  2  2  0  0  0
+  2  3  2  0  0  0
+  2  4  1  0  0  0
+  4  5  2  0  0  0
+  4  9  1  0  0  0
+  5  6  1  0  0  0
+  6  7  2  0  0  0
+  7  8  1  0  0  0
+  8  9  2  0  0  0
+M  END
+$$$$
+CSCCNC(=O)c1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 13 13  0  0  0  0  0  0  0  0999 V2000
+    5.5458   -1.4150   18.8612 C   0  0  0  0  0  0
+    5.7667    0.2529   18.1959 S   0  0  0  0  0  0
+    7.4715    0.5847   18.7876 C   0  0  0  0  0  0
+    7.5534    0.7884   20.3036 C   0  0  0  0  0  0
+    8.9454    1.0042   20.7146 N   0  0  0  0  0  0
+    9.6402   -0.1322   20.8514 C   0  0  0  0  0  0
+    9.3233   -1.2490   20.4452 O   0  0  0  0  0  0
+   10.9406   -0.0002   21.5911 C   0  0  0  0  0  0
+   11.2868    1.2512   22.1206 C   0  0  0  0  0  0
+   12.4999    1.4280   22.7900 C   0  0  0  0  0  0
+   13.3773    0.3543   22.9381 C   0  0  0  0  0  0
+   13.0426   -0.8964   22.4196 C   0  0  0  0  0  0
+   11.8294   -1.0724   21.7499 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  1  0  0  0
+  3  4  1  0  0  0
+  4  5  1  0  0  0
+  5  6  1  0  0  0
+  6  7  2  0  0  0
+  6  8  1  0  0  0
+  8  9  2  0  0  0
+  8 13  1  0  0  0
+  9 10  1  0  0  0
+ 10 11  2  0  0  0
+ 11 12  1  0  0  0
+ 12 13  2  0  0  0
+M  END
+$$$$
+CCNS(=O)(=O)Cc1cccnc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 13 13  0  0  0  0  0  0  0  0999 V2000
+   13.3598   -1.5609   21.7877 C   0  0  0  0  0  0
+   13.7113   -0.3498   22.6305 C   0  0  0  0  0  0
+   12.7714    0.7692   22.3361 N   0  0  0  0  0  0
+   11.8062    1.1577   23.6906 S   0  0  0  0  0  0
+   10.8599    0.0665   23.8065 O   0  0  0  0  0  0
+   12.7113    1.5035   24.7620 O   0  0  0  0  0  0
+   10.9309    2.6284   23.1295 C   0  0  0  0  0  0
+   11.9375    3.7368   22.9987 C   0  0  0  0  0  0
+   12.7555    3.8614   21.8705 C   0  0  0  0  0  0
+   13.6216    4.9464   21.7613 C   0  0  0  0  0  0
+   13.6489    5.8696   22.7918 C   0  0  0  0  0  0
+   12.8858    5.7762   23.9008 N   0  0  0  0  0  0
+   12.0407    4.7242   23.9742 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  1  0  0  0
+  3  4  1  0  0  0
+  4  5  2  0  0  0
+  4  6  2  0  0  0
+  4  7  1  0  0  0
+  7  8  1  0  0  0
+  8  9  2  0  0  0
+  8 13  1  0  0  0
+  9 10  1  0  0  0
+ 10 11  2  0  0  0
+ 11 12  1  0  0  0
+ 12 13  2  0  0  0
+M  END
+$$$$
+CCc1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+  8  8  0  0  0  0  0  0  0  0999 V2000
+    9.3165   -1.3968   21.4474 C   0  0  0  0  0  0
+   10.1701   -1.9537   22.5759 C   0  0  0  0  0  0
+   11.4727   -1.2108   22.7284 C   0  0  0  0  0  0
+   11.5710   -0.1198   23.6025 C   0  0  0  0  0  0
+   12.7795    0.5633   23.7497 C   0  0  0  0  0  0
+   13.8989    0.1675   23.0199 C   0  0  0  0  0  0
+   13.8083   -0.9074   22.1374 C   0  0  0  0  0  0
+   12.6006   -1.5917   21.9895 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  1  0  0  0
+  3  4  2  0  0  0
+  3  8  1  0  0  0
+  4  5  1  0  0  0
+  5  6  2  0  0  0
+  6  7  1  0  0  0
+  7  8  2  0  0  0
+M  END
+$$$$
+CS(=O)(=O)NCCN1CCCC1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 12 12  0  0  0  0  0  0  0  0999 V2000
+    6.8490    0.5139   18.2625 C   0  0  0  0  0  0
+    7.3129    0.1623   19.9428 S   0  0  0  0  0  0
+    7.4343    1.3973   20.6804 O   0  0  0  0  0  0
+    6.5548   -0.9612   20.4458 O   0  0  0  0  0  0
+    8.9263   -0.3881   19.7641 N   0  0  0  0  0  0
+    9.5060   -0.7657   21.0831 C   0  0  0  0  0  0
+   10.8140   -0.0093   21.3638 C   0  0  0  0  0  0
+   11.5742   -0.6154   22.5359 N   0  0  0  0  0  0
+   11.4738    0.2167   23.7970 C   0  0  0  0  0  0
+   12.6714    1.1335   23.7058 C   0  0  0  0  0  0
+   13.7645    0.2387   23.1560 C   0  0  0  0  0  0
+   13.0648   -0.8014   22.2945 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  2  0  0  0
+  2  4  2  0  0  0
+  2  5  1  0  0  0
+  5  6  1  0  0  0
+  6  7  1  0  0  0
+  7  8  1  0  0  0
+  8  9  1  0  0  0
+  8 12  1  0  0  0
+  9 10  1  0  0  0
+ 10 11  1  0  0  0
+ 11 12  1  0  0  0
+M  END
+$$$$
+C=Cc1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+  8  8  0  0  0  0  0  0  0  0999 V2000
+    3.0012    2.5994   19.2746 C   0  0  0  0  0  0
+    3.4784    1.3846   19.5760 C   0  0  0  0  0  0
+    4.7459    0.8376   19.0724 C   0  0  0  0  0  0
+    5.0977   -0.4790   19.4008 C   0  0  0  0  0  0
+    6.2949   -1.0353   18.9390 C   0  0  0  0  0  0
+    7.1469   -0.2825   18.1324 C   0  0  0  0  0  0
+    6.7985    1.0178   17.7793 C   0  0  0  0  0  0
+    5.6004    1.5702   18.2385 C   0  0  0  0  0  0
+  1  2  2  0  0  0
+  2  3  1  0  0  0
+  3  4  2  0  0  0
+  3  8  1  0  0  0
+  4  5  1  0  0  0
+  5  6  2  0  0  0
+  6  7  1  0  0  0
+  7  8  2  0  0  0
+M  END
+$$$$
+CC(C)(C)c1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 10 10  0  0  0  0  0  0  0  0999 V2000
+   13.4848    4.7599   24.0453 C   0  0  0  0  0  0
+   12.5126    4.3820   22.9047 C   0  0  0  0  0  0
+   11.1564    5.0474   23.2199 C   0  0  0  0  0  0
+   13.0811    4.9891   21.6031 C   0  0  0  0  0  0
+   12.3310    2.8640   22.7263 C   0  0  0  0  0  0
+   13.0824    1.9208   23.4483 C   0  0  0  0  0  0
+   12.9272    0.5461   23.2348 C   0  0  0  0  0  0
+   12.0121    0.0832   22.2967 C   0  0  0  0  0  0
+   11.2426    0.9922   21.5790 C   0  0  0  0  0  0
+   11.3986    2.3657   21.7948 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  1  0  0  0
+  2  4  1  0  0  0
+  2  5  1  0  0  0
+  5  6  2  0  0  0
+  5 10  1  0  0  0
+  6  7  1  0  0  0
+  7  8  2  0  0  0
+  8  9  1  0  0  0
+  9 10  2  0  0  0
+M  END
+$$$$
+CCN(C)C(=O)c1ccccc1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 12 12  0  0  0  0  0  0  0  0999 V2000
+   10.6306   -0.4318   24.2468 C   0  0  0  0  0  0
+   11.2738   -0.2591   22.8777 C   0  0  0  0  0  0
+   11.5027    1.1477   22.5523 N   0  0  0  0  0  0
+   10.6408    1.7231   21.5282 C   0  0  0  0  0  0
+   12.6021    1.7847   23.1411 C   0  0  0  0  0  0
+   13.4087    1.1762   23.8483 O   0  0  0  0  0  0
+   12.8518    3.2389   22.9240 C   0  0  0  0  0  0
+   12.7404    3.8481   21.6696 C   0  0  0  0  0  0
+   12.9990    5.2139   21.5196 C   0  0  0  0  0  0
+   13.3123    5.9914   22.6330 C   0  0  0  0  0  0
+   13.3606    5.4074   23.8976 C   0  0  0  0  0  0
+   13.1331    4.0370   24.0436 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  1  0  0  0
+  3  4  1  0  0  0
+  3  5  1  0  0  0
+  5  6  2  0  0  0
+  5  7  1  0  0  0
+  7  8  2  0  0  0
+  7 12  1  0  0  0
+  8  9  1  0  0  0
+  9 10  2  0  0  0
+ 10 11  1  0  0  0
+ 11 12  2  0  0  0
+M  END
+$$$$
+CNC(=O)c1cccc(CCNS(C)(=O)=O)c1
+  rDOCK(R)          3D
+libRbt.so/2013.1/901 2013/11/27
+ 17 17  0  0  0  0  0  0  0  0999 V2000
+   10.0019    1.6672   21.8593 C   0  0  0  0  0  0
+    8.7487    1.5971   21.1244 N   0  0  0  0  0  0
+    8.6290    0.5212   20.3389 C   0  0  0  0  0  0
+    9.4567   -0.3639   20.1329 O   0  0  0  0  0  0
+    7.3235    0.4378   19.6088 C   0  0  0  0  0  0
+    7.1514   -0.5242   18.6092 C   0  0  0  0  0  0
+    5.9627   -0.5677   17.8790 C   0  0  0  0  0  0
+    4.9453    0.3559   18.1379 C   0  0  0  0  0  0
+    5.0962    1.3237   19.1419 C   0  0  0  0  0  0
+    3.9963    2.3284   19.4060 C   0  0  0  0  0  0
+    3.7241    2.6438   20.8872 C   0  0  0  0  0  0
+    2.6087    3.6063   21.0810 N   0  0  0  0  0  0
+    1.3263    3.1043   22.0447 S   0  0  0  0  0  0
+    0.5403    1.9194   20.9788 C   0  0  0  0  0  0
+    1.8577    2.3935   23.1858 O   0  0  0  0  0  0
+    0.4357    4.2308   22.2210 O   0  0  0  0  0  0
+    6.2789    1.3264   19.8924 C   0  0  0  0  0  0
+  1  2  1  0  0  0
+  2  3  1  0  0  0
+  3  4  2  0  0  0
+  3  5  1  0  0  0
+  5  6  2  0  0  0
+  5 17  1  0  0  0
+  6  7  1  0  0  0
+  7  8  2  0  0  0
+  8  9  1  0  0  0
+  9 10  1  0  0  0
+  9 17  2  0  0  0
+ 10 11  1  0  0  0
+ 11 12  1  0  0  0
+ 12 13  1  0  0  0
+ 13 14  1  0  0  0
+ 13 15  2  0  0  0
+ 13 16  2  0  0  0
+M  END
+$$$$
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/ligands_with_title.sdf	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,759 @@
+abc_one
+
+
+ 26 30  0  0  0  0            999 V2000
+   -8.6396    0.9568    0.0000 O   0  0
+   -7.6023    1.5602    0.0000 C   0  0
+   -7.6071    3.0602    0.0000 C   0  0
+   -6.3104    3.8143    0.0000 C   0  0
+   -5.0090    3.0685    0.0000 C   0  0
+   -5.0040    1.5682    0.0000 C   0  0
+   -6.3008    0.8143    0.0000 C   0  0
+   -3.7006    0.8244    0.0000 C   0  0
+   -3.7006   -0.6045    0.0000 N   0  0
+   -2.4915   -1.3190    0.0000 C   0  0
+   -2.5059   -2.8197    0.0000 N   0  0
+   -1.2156   -3.5847    0.0000 C   0  0
+   -1.2329   -5.0846    0.0000 C   0  0
+   -2.5404   -5.8196    0.0000 O   0  0
+   -3.8308   -5.0547    0.0000 C   0  0
+   -3.8135   -3.5548    0.0000 C   0  0
+   -1.2274   -0.6045    0.0000 C   0  0
+    0.0000   -1.3190    0.0000 O   0  0
+    1.2274   -0.6045    0.0000 C   0  0
+    2.4732   -1.3190    0.0000 N   0  0
+    3.7372   -0.6045    0.0000 C   0  0
+    3.7372    0.8244    0.0000 C   0  0
+    2.4732    1.5389    0.0000 C   0  0
+    1.2274    0.8244    0.0000 C   0  0
+   -1.2274    0.8244    0.0000 C   0  0
+   -2.4915    1.5389    0.0000 N   0  0
+  1  2  1  0
+  2  3  1  0
+  3  4  2  0
+  4  5  1  0
+  5  6  2  0
+  6  7  1  0
+  2  7  2  0
+  6  8  1  0
+  8  9  1  0
+  9 10  2  0
+ 10 11  1  0
+ 11 12  1  0
+ 12 13  1  0
+ 13 14  1  0
+ 14 15  1  0
+ 15 16  1  0
+ 11 16  1  0
+ 10 17  1  0
+ 17 18  1  0
+ 18 19  1  0
+ 19 20  2  0
+ 20 21  1  0
+ 21 22  2  0
+ 22 23  1  0
+ 23 24  2  0
+ 19 24  1  0
+ 24 25  1  0
+ 17 25  2  0
+ 25 26  1  0
+  8 26  2  0
+M  END
+> <mr_id>
+4358263
+
+> <SMI>
+Oc1cccc(c1)c2nc(N3CCOCC3)c4oc5ncccc5c4n2
+
+$$$$
+abc_two
+
+
+ 43 51  0  0  1  0            999 V2000
+   -4.7204    3.3431    0.0000 C   0  0
+   -4.1471    2.2890    0.0000 O   0  0
+   -2.6500    2.2500    0.0000 C   0  0  2  0  0  0
+   -1.8100    3.5000    0.0000 C   0  0  1  0  0  0
+   -0.2400    3.5200    0.0000 C   0  0
+    0.5000    2.1800    0.0000 C   0  0  1  0  0  0
+   -1.0600    2.1800    0.0000 O   0  0
+   -1.8300    0.9300    0.0000 C   0  0  1  0  0  0
+   -3.0300    0.9300    0.0000 C   0  0
+   -0.9800   -0.7800    0.0000 N   0  0
+   -2.1300   -1.4600    0.0000 C   0  0
+   -3.3200   -0.7600    0.0000 C   0  0
+   -4.5500   -1.4800    0.0000 C   0  0
+   -4.5800   -2.7700    0.0000 C   0  0
+   -3.3400   -3.4700    0.0000 C   0  0
+   -2.1300   -2.7900    0.0000 C   0  0
+    0.2400   -2.7700    0.0000 C   0  0
+    1.4300   -3.4700    0.0000 C   0  0
+    1.7600   -4.9700    0.0000 C   0  0
+    3.2600   -5.0800    0.0000 N   0  0
+    3.8500   -3.6300    0.0000 C   0  0
+    4.9971   -3.2777    0.0000 O   0  0
+    2.6600   -2.7500    0.0000 C   0  0
+    2.6800   -1.4600    0.0000 C   0  0
+    3.7900    0.5600    0.0000 C   0  0
+    4.9600    1.2800    0.0000 C   0  0
+    4.9600    2.6300    0.0000 C   0  0
+    3.8100    3.2900    0.0000 C   0  0
+    2.6400    2.5900    0.0000 C   0  0
+    2.6400    1.2400    0.0000 C   0  0
+    1.4900    0.5400    0.0000 N   0  0
+    1.4500   -0.7600    0.0000 C   0  0
+    0.2400   -1.4400    0.0000 C   0  0
+   -2.5511    4.8030    0.0000 N   0  0
+   -1.9442    5.8382    0.0000 C   0  0
+   -4.0519    4.8135    0.0000 C   0  0
+   -4.6588    3.7783    0.0000 O   0  0
+   -4.7941    6.1180    0.0000 C   0  0
+   -6.2940    6.1306    0.0000 C   0  0
+   -7.0331    7.4359    0.0000 C   0  0
+   -6.2722    8.7286    0.0000 C   0  0
+   -4.7723    8.7160    0.0000 C   0  0
+   -4.0332    7.4108    0.0000 C   0  0
+  1  2  1  0
+  3  2  1  6
+  3  4  1  0
+  4  5  1  0
+  6  5  1  6
+  6  7  1  0
+  7  8  1  0
+  3  8  1  0
+  8  9  1  1
+  8 10  1  0
+ 10 11  1  0
+ 11 12  1  0
+ 12 13  2  0
+ 13 14  1  0
+ 14 15  2  0
+ 15 16  1  0
+ 11 16  2  0
+ 16 17  1  0
+ 17 18  1  0
+ 18 19  1  0
+ 19 20  1  0
+ 20 21  1  0
+ 21 22  2  0
+ 21 23  1  0
+ 18 23  2  0
+ 23 24  1  0
+ 24 25  1  0
+ 25 26  1  0
+ 26 27  2  0
+ 27 28  1  0
+ 28 29  2  0
+ 29 30  1  0
+ 25 30  2  0
+ 30 31  1  0
+  6 31  1  0
+ 31 32  1  0
+ 24 32  2  0
+ 32 33  1  0
+ 10 33  1  0
+ 17 33  2  0
+  4 34  1  6
+ 34 35  1  0
+ 34 36  1  0
+ 36 37  2  0
+ 36 38  1  0
+ 38 39  1  0
+ 39 40  2  0
+ 40 41  1  0
+ 41 42  2  0
+ 42 43  1  0
+ 38 43  2  0
+M  END
+> <mr_id>
+8573
+
+> <SMI>
+CO[C@@H]1[C@@H](C[C@H]2O[C@]1(C)n3c4ccccc4c5c6CNC(=O)c6c7c8ccccc8n2c7c35)N(C)C(=O)c9ccccc9
+
+$$$$
+abc_three
+
+
+ 25 28  0  0  0  0            999 V2000
+   -6.2193    5.8633    0.0000 Cl  0  0
+   -5.1815    5.2608    0.0000 C   0  0
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+    0.0000    0.7486    0.0000 C   0  0
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+  1  2  1  0
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+  5 24  2  0
+ 24 25  1  0
+  2 25  2  0
+M  END
+> <mr_id>
+4027
+
+> <SMI>
+Clc1ccc(Nc2nnc(Cc3ccncc3)c4ccccc24)cc1
+
+$$$$
+abc_four
+
+
+ 26 28  0  0  1  0            999 V2000
+   -1.2878    3.1508    0.0000 C   0  0
+   -2.3292    3.7470    0.0000 C   0  0
+   -3.6267    2.9927    0.0000 C   0  0  2  0  0  0
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+   -2.2878   -5.2708    0.0000 C   0  0
+   -3.5824   -6.0284    0.0000 C   0  0
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+    0.2917   -0.7475    0.0000 C   0  0
+    1.7138   -1.2033    0.0000 N   0  0
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+    1.7138    1.2033    0.0000 N   0  0
+    2.1812    2.6271    0.0000 C   0  0
+    3.3556    2.8737    0.0000 C   0  0
+    1.3808    3.5211    0.0000 C   0  0
+    0.2917    0.7475    0.0000 C   0  0
+   -1.0028    1.5132    0.0000 N   0  0
+  1  2  1  0
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+  3  4  1  0
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+ 21 25  1  0
+ 18 25  2  0
+ 25 26  1  0
+  7 26  2  0
+M  END
+> <mr_id>
+600
+
+> <SMI>
+CC[C@H](CO)Nc1nc(NCc2ccccc2)c3ncn(C(C)C)c3n1
+
+$$$$
+abc_five
+
+
+ 25 28  0  0  0  0            999 V2000
+    2.3383   -1.3500    0.0000 O   0  0
+    1.2990   -0.7500    0.0000 C   0  0
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+ 19 25  2  0
+M  END
+> <mr_id>
+8393
+
+> <SMI>
+Oc1ccc(cc1)c2nc(c([nH]2)c3ccncc3)c4ccc(F)cc4
+
+$$$$
+abc_six
+
+
+ 27 30  0  0  0  0            999 V2000
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+    0.0000   -1.5000    0.0000 C   0  0
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+   -7.4153    2.9701    0.0000 C   0  0
+   -8.8906    2.6991    0.0000 C   0  0
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+ 21 27  2  0
+M  END
+> <mr_id>
+3250
+
+> <SMI>
+CS(=O)c1ccc(cc1)c2nc(c([nH]2)c3ccncc3)c4ccc(F)cc4
+
+$$$$
+abc_seven
+
+
+ 29 33  0  0  0  0            999 V2000
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+ 21 29  2  0
+M  END
+> <mr_id>
+4347423
+
+> <SMI>
+NC(=O)c1ccc(cc1)c2nc(c([nH]2)c3ccccn3)c4ccc5OCOc5c4
+
+$$$$
+abc_nine
+
+
+ 32 34  0  0  0  0            999 V2000
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+   -1.2990   -0.7500    0.0000 C   0  0
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+  5 32  2  0
+M  END
+> <mr_id>
+4255941
+
+> <SMI>
+CNC(=O)c1cc(Oc2ccc(NC(=O)Nc3ccc(Cl)c(c3)C(F)(F)F)cc2)ccn1
+
+$$$$
+abc_ten
+
+
+ 35 42  0  0  1  0            999 V2000
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+  1  2  1  0
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+ 12 35  1  0
+ 19 35  2  0
+M  END
+> <mr_id>
+66
+
+> <SMI>
+CN[C@@H]1C[C@H]2O[C@@](C)([C@@H]1OC)n3c4ccccc4c5c6CNC(=O)c6c7c8ccccc8n2c7c35
+
+$$$$
+abc_eleven
+
+
+ 32 35  0  0  1  0            999 V2000
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+   14.1993   -7.5656    0.0000 C   0  0
+   15.6630   -7.2376    0.0000 C   0  0
+   16.1108   -5.8060    0.0000 O   0  0
+   15.0949   -4.7024    0.0000 C   0  0
+   13.6312   -5.0304    0.0000 C   0  0
+  1  2  1  0
+  2  3  1  0
+  3  4  1  0
+  4  5  1  0
+  5  6  2  0
+  6  7  1  0
+  7  8  2  0
+  7  9  1  0
+  9 10  1  0
+ 10 11  1  0
+ 11 12  2  0
+ 12 13  1  0
+ 13 14  1  0
+ 13 15  2  0
+ 15 16  1  0
+  6 16  1  0
+ 10 16  2  0
+  4 17  2  0
+ 17 18  1  0
+ 17 19  1  0
+  2 19  2  0
+ 19 20  1  0
+ 20 21  2  0
+ 20 22  1  0
+ 22 23  1  0
+ 23 24  1  0
+ 24 25  1  6
+ 24 26  1  0
+ 26 27  1  0
+ 27 28  1  0
+ 28 29  1  0
+ 29 30  1  0
+ 30 31  1  0
+ 31 32  1  0
+ 27 32  1  0
+M  END
+> <mr_id>
+4362206
+
+> <SMI>
+Cc1[nH]c(/C=C/2\C(=O)Nc3ccc(F)cc23)c(C)c1C(=O)NC[C@H](O)CN4CCOCC4
+
+$$$$
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/name_file.txt	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,2 @@
+abc_one
+abc_eleven
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/transfs.sdf	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,186 @@
+NC(=NO)NCCc1ccc(S(N)(=O)=O)cc1
+     RDKit          3D
+
+ 17 17  0  0  0  0  0  0  0  0999 V2000
+   13.9302   -2.3261   22.5538 N   0  0  0  0  0  0  0  0  0  0  0  0
+   13.7238   -1.7706   23.7651 C   0  0  0  0  0  0  0  0  0  0  0  0
+   12.9709   -0.6511   23.8871 N   0  0  0  0  0  0  0  0  0  0  0  0
+   12.3387    0.0187   22.7430 C   0  0  0  0  0  0  0  0  0  0  0  0
+   10.9859    0.6425   23.1019 C   0  0  0  0  0  0  0  0  0  0  0  0
+    9.9117    0.4770   22.0521 C   0  0  0  0  0  0  0  0  0  0  0  0
+    9.6451   -0.7505   21.4256 C   0  0  0  0  0  0  0  0  0  0  0  0
+    8.6682   -0.8525   20.4388 C   0  0  0  0  0  0  0  0  0  0  0  0
+    7.9346    0.2745   20.0745 C   0  0  0  0  0  0  0  0  0  0  0  0
+    6.7444    0.1313   18.7757 S   0  0  0  0  0  0  0  0  0  0  0  0
+    5.4465    0.9786   19.4142 N   0  0  0  0  0  0  0  0  0  0  0  0
+    7.2019    0.8863   17.6332 O   0  0  0  0  0  0  0  0  0  0  0  0
+    6.3224   -1.2458   18.6840 O   0  0  0  0  0  0  0  0  0  0  0  0
+    8.1747    1.5057   20.6849 C   0  0  0  0  0  0  0  0  0  0  0  0
+    9.1574    1.6019   21.6751 C   0  0  0  0  0  0  0  0  0  0  0  0
+   14.2946   -2.3692   24.8521 N   0  0  0  0  0  0  0  0  0  0  0  0
+   14.1962   -1.9686   26.1940 O   0  0  0  0  0  0  0  0  0  0  0  0
+  1  2  1  0
+  2  3  1  0
+  2 16  2  0
+  3  4  1  0
+  4  5  1  0
+  5  6  1  0
+  6  7  2  0
+  6 15  1  0
+  7  8  1  0
+  8  9  2  0
+  9 10  1  0
+  9 14  1  0
+ 10 11  1  0
+ 10 12  2  0
+ 10 13  2  0
+ 14 15  2  0
+ 16 17  1  0
+M  CHG  1  16   1
+M  END
+>  <CHROM.0>  (1) 
+65.93051459,169.99861208,-59.68475000
+
+>  <CHROM.1>  (1) 
+145.66221290,-139.37796603,47.03157881,136.25602749,64.42425104,102.07311975
+9.88696665,-0.33137891,21.45559055,-0.16902134,0.67278808,-2.52516849
+
+>  <Name>  (1) 
+NC(=NO)NCCc1ccc(S(N)(=O)=O)cc1
+
+>  <RI>  (1) 
+1.41352e+07
+
+>  <Rbt.Current_Directory>  (1) 
+/data/dnb02/galaxy_db/job_working_directory/007/399/7399639/working
+
+>  <Rbt.Executable>  (1) 
+rbdock ($Id: //depot/dev/client3/rdock/2013.1/src/exe/rbdock.cxx#4 $)
+
+>  <Rbt.Library>  (1) 
+libRbt.so (2013.1, Build901 2013/11/27)
+
+>  <Rbt.Parameter_File>  (1) 
+/usr/local/tools/_conda/envs/__rdock@2013.1-0/share/rdock-2013.1-1/data/scripts/dock.prm
+
+>  <Rbt.Receptor>  (1) 
+receptor.prm
+
+>  <SCORE>  (1) 
+-30.3434
+
+>  <SCORE.INTER>  (1) 
+-15.8664
+
+>  <SCORE.INTER.CONST>  (1) 
+1
+
+>  <SCORE.INTER.POLAR>  (1) 
+-1.12178
+
+>  <SCORE.INTER.REPUL>  (1) 
+0
+
+>  <SCORE.INTER.ROT>  (1) 
+5
+
+>  <SCORE.INTER.VDW>  (1) 
+-22.4523
+
+>  <SCORE.INTER.norm>  (1) 
+-0.933318
+
+>  <SCORE.INTRA>  (1) 
+-2.33416
+
+>  <SCORE.INTRA.DIHEDRAL>  (1) 
+-1.88099
+
+>  <SCORE.INTRA.DIHEDRAL.0>  (1) 
+10.7462
+
+>  <SCORE.INTRA.POLAR>  (1) 
+0
+
+>  <SCORE.INTRA.POLAR.0>  (1) 
+0
+
+>  <SCORE.INTRA.REPUL>  (1) 
+0
+
+>  <SCORE.INTRA.REPUL.0>  (1) 
+0
+
+>  <SCORE.INTRA.VDW>  (1) 
+-1.39366
+
+>  <SCORE.INTRA.VDW.0>  (1) 
+0.160377
+
+>  <SCORE.INTRA.norm>  (1) 
+-0.137303
+
+>  <SCORE.RESTR>  (1) 
+
+
+>  <SCORE.RESTR.norm>  (1) 
+0
+
+>  <SCORE.SYSTEM>  (1) 
+-12.1428
+
+>  <SCORE.SYSTEM.CONST>  (1) 
+0
+
+>  <SCORE.SYSTEM.DIHEDRAL>  (1) 
+0.706521
+
+>  <SCORE.SYSTEM.POLAR>  (1) 
+-3.2443
+
+>  <SCORE.SYSTEM.REPUL>  (1) 
+0.676691
+
+>  <SCORE.SYSTEM.VDW>  (1) 
+-4.8489
+
+>  <SCORE.SYSTEM.norm>  (1) 
+-0.714283
+
+>  <SCORE.heavy>  (1) 
+17
+
+>  <SCORE.norm>  (1) 
+-1.7849
+
+>  <TransFSReceptor>  (1) 
+receptor
+
+>  <TransFSScore>  (1) 
+0.999997
+
+>  <Max_SuCOS_Score>  (1) 
+0.44454780182058773
+
+>  <Max_SuCOS_FeatureMap_Score>  (1) 
+0.19084575451625094
+
+>  <Max_SuCOS_Protrude_Score>  (1) 
+0.69824984912492449
+
+>  <Max_SuCOS_Cluster>  (1) 
+dataset_14281034.dat
+
+>  <Max_SuCOS_Index>  (1) 
+11
+
+>  <Cum_SuCOS_Score>  (1) 
+3.7946511319966216
+
+>  <Cum_SuCOS_FeatureMap_Score>  (1) 
+0.9189792141377946
+
+>  <Cum_SuCOS_Protrude_Score>  (1) 
+6.6703230498554467
+
+$$$$
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/transfs_changed_name.sdf	Wed Mar 25 16:46:28 2020 -0400
@@ -0,0 +1,186 @@
+NC(=NO)NCCc1ccc(S(N)(=O)=O)cc1__xbrsjqssafh2t
+ OpenBabel03212010583D
+
+ 17 17  0  0  0  0  0  0  0  0999 V2000
+   13.9302   -2.3261   22.5538 N   0  0  0  0  0  0  0  0  0  0  0  0
+   13.7238   -1.7706   23.7651 C   0  0  0  0  0  0  0  0  0  0  0  0
+   12.9709   -0.6511   23.8871 N   0  0  0  0  0  0  0  0  0  0  0  0
+   12.3387    0.0187   22.7430 C   0  0  0  0  0  0  0  0  0  0  0  0
+   10.9859    0.6425   23.1019 C   0  0  0  0  0  0  0  0  0  0  0  0
+    9.9117    0.4770   22.0521 C   0  0  0  0  0  0  0  0  0  0  0  0
+    9.6451   -0.7505   21.4256 C   0  0  0  0  0  0  0  0  0  0  0  0
+    8.6682   -0.8525   20.4388 C   0  0  0  0  0  0  0  0  0  0  0  0
+    7.9346    0.2745   20.0745 C   0  0  0  0  0  0  0  0  0  0  0  0
+    6.7444    0.1313   18.7757 S   0  0  0  0  0  0  0  0  0  0  0  0
+    5.4465    0.9786   19.4142 N   0  0  0  0  0  0  0  0  0  0  0  0
+    7.2019    0.8863   17.6332 O   0  0  0  0  0  0  0  0  0  0  0  0
+    6.3224   -1.2458   18.6840 O   0  0  0  0  0  0  0  0  0  0  0  0
+    8.1747    1.5057   20.6849 C   0  0  0  0  0  0  0  0  0  0  0  0
+    9.1574    1.6019   21.6751 C   0  0  0  0  0  0  0  0  0  0  0  0
+   14.2946   -2.3692   24.8521 N   0  3  0  0  0  0  0  0  0  0  0  0
+   14.1962   -1.9686   26.1940 O   0  0  0  0  0  0  0  0  0  0  0  0
+  1  2  1  0  0  0  0
+  2  3  1  0  0  0  0
+  2 16  2  0  0  0  0
+  3  4  1  0  0  0  0
+  4  5  1  0  0  0  0
+  5  6  1  0  0  0  0
+  6  7  2  0  0  0  0
+  6 15  1  0  0  0  0
+  7  8  1  0  0  0  0
+  8  9  2  0  0  0  0
+  9 10  1  0  0  0  0
+  9 14  1  0  0  0  0
+ 10 11  1  0  0  0  0
+ 10 12  2  0  0  0  0
+ 10 13  2  0  0  0  0
+ 14 15  2  0  0  0  0
+ 16 17  1  0  0  0  0
+M  CHG  1  16   1
+M  END
+>  <CHROM.0>
+65.93051459,169.99861208,-59.68475000
+
+>  <CHROM.1>
+145.66221290,-139.37796603,47.03157881,136.25602749,64.42425104,102.07311975
+9.88696665,-0.33137891,21.45559055,-0.16902134,0.67278808,-2.52516849
+
+>  <Name>
+NC(=NO)NCCc1ccc(S(N)(=O)=O)cc1
+
+>  <RI>
+1.41352e+07
+
+>  <Rbt.Current_Directory>
+/data/dnb02/galaxy_db/job_working_directory/007/399/7399639/working
+
+>  <Rbt.Executable>
+rbdock ($Id: //depot/dev/client3/rdock/2013.1/src/exe/rbdock.cxx#4 $)
+
+>  <Rbt.Library>
+libRbt.so (2013.1, Build901 2013/11/27)
+
+>  <Rbt.Parameter_File>
+/usr/local/tools/_conda/envs/__rdock@2013.1-0/share/rdock-2013.1-1/data/scripts/dock.prm
+
+>  <Rbt.Receptor>
+receptor.prm
+
+>  <SCORE>
+-30.3434
+
+>  <SCORE.INTER>
+-15.8664
+
+>  <SCORE.INTER.CONST>
+1
+
+>  <SCORE.INTER.POLAR>
+-1.12178
+
+>  <SCORE.INTER.REPUL>
+0
+
+>  <SCORE.INTER.ROT>
+5
+
+>  <SCORE.INTER.VDW>
+-22.4523
+
+>  <SCORE.INTER.norm>
+-0.933318
+
+>  <SCORE.INTRA>
+-2.33416
+
+>  <SCORE.INTRA.DIHEDRAL>
+-1.88099
+
+>  <SCORE.INTRA.DIHEDRAL.0>
+10.7462
+
+>  <SCORE.INTRA.POLAR>
+0
+
+>  <SCORE.INTRA.POLAR.0>
+0
+
+>  <SCORE.INTRA.REPUL>
+0
+
+>  <SCORE.INTRA.REPUL.0>
+0
+
+>  <SCORE.INTRA.VDW>
+-1.39366
+
+>  <SCORE.INTRA.VDW.0>
+0.160377
+
+>  <SCORE.INTRA.norm>
+-0.137303
+
+>  <SCORE.RESTR>
+
+
+>  <SCORE.RESTR.norm>
+0
+
+>  <SCORE.SYSTEM>
+-12.1428
+
+>  <SCORE.SYSTEM.CONST>
+0
+
+>  <SCORE.SYSTEM.DIHEDRAL>
+0.706521
+
+>  <SCORE.SYSTEM.POLAR>
+-3.2443
+
+>  <SCORE.SYSTEM.REPUL>
+0.676691
+
+>  <SCORE.SYSTEM.VDW>
+-4.8489
+
+>  <SCORE.SYSTEM.norm>
+-0.714283
+
+>  <SCORE.heavy>
+17
+
+>  <SCORE.norm>
+-1.7849
+
+>  <TransFSReceptor>
+receptor
+
+>  <TransFSScore>
+0.999997
+
+>  <Max_SuCOS_Score>
+0.44454780182058773
+
+>  <Max_SuCOS_FeatureMap_Score>
+0.19084575451625094
+
+>  <Max_SuCOS_Protrude_Score>
+0.69824984912492449
+
+>  <Max_SuCOS_Cluster>
+dataset_14281034.dat
+
+>  <Max_SuCOS_Index>
+11
+
+>  <Cum_SuCOS_Score>
+3.7946511319966216
+
+>  <Cum_SuCOS_FeatureMap_Score>
+0.9189792141377946
+
+>  <Cum_SuCOS_Protrude_Score>
+6.6703230498554467
+
+$$$$