Mercurial > repos > bgruening > ctb_rdkit_descriptors
annotate rdkit_descriptors.py @ 9:0993ac4f4a23 draft default tip
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
author | bgruening |
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date | Sat, 04 Dec 2021 16:40:00 +0000 |
parents | a1c53f0533b0 |
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rev | line source |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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1 #!/usr/bin/env python |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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2 |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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3 import argparse |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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4 import inspect |
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a1c53f0533b0
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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5 import sys |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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6 |
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a1c53f0533b0
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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7 from rdkit import Chem |
a1c53f0533b0
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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8 from rdkit.Chem import Descriptors |
a1c53f0533b0
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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9 |
a1c53f0533b0
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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10 |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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11 def get_supplier(infile, format="smiles"): |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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12 """ |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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13 Returns a generator over a SMILES or InChI file. Every element is of RDKit |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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14 molecule and has its original string as _Name property. |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
bgruening
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15 """ |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
bgruening
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16 with open(infile) as handle: |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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17 for line in handle: |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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18 line = line.strip() |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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19 if format == "smiles": |
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a1c53f0533b0
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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20 mol = Chem.MolFromSmiles(line, sanitize=True) |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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21 elif format == "inchi": |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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22 mol = Chem.inchi.MolFromInchi( |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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23 line, |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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24 sanitize=True, |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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25 removeHs=True, |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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26 logLevel=None, |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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27 treatWarningAsError=False, |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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28 ) |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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29 if mol is None: |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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30 yield False |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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31 else: |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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32 mol.SetProp("_Name", line.split("\t")[0]) |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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33 yield mol |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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34 |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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35 |
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749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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36 def get_rdkit_descriptor_functions(): |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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37 """ |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
bgruening
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38 Returns all descriptor functions under the Chem.Descriptors Module as tuple of (name, function) |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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39 """ |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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40 ret = [ |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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41 (name, f) |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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42 for name, f in inspect.getmembers(Descriptors) |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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43 if inspect.isfunction(f) and not name.startswith("_") |
0993ac4f4a23
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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44 ] |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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45 # some which are not in the official Descriptors module we need to add manually |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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46 ret.extend([("FormalCharge", Chem.GetFormalCharge), ("SSSR", Chem.GetSSSR)]) |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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47 ret.sort() |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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48 return ret |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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49 |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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50 |
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51 def descriptors(mol, functions): |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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52 """ |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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53 Calculates the descriptors of a given molecule. |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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54 """ |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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55 for name, function in functions: |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit 4d0bfcf37bfbedafc7ff0672dfe452766ca8a606"
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56 yield (name, function(mol)) |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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57 |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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58 |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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59 if __name__ == "__main__": |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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60 parser = argparse.ArgumentParser() |
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61 parser.add_argument("-i", "--infile", required=True, help="Path to the input file.") |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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62 parser.add_argument("--iformat", help="Specify the input file format.") |
749cc765636b
planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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63 |
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64 parser.add_argument( |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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65 "-o", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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66 "--outfile", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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67 type=argparse.FileType("w+"), |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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68 default=sys.stdout, |
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69 help="path to the result file, default is stdout", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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70 ) |
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71 |
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72 parser.add_argument( |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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73 "-s", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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74 "--select", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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75 default=None, |
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76 help="select a subset of comma-separated descriptors to use", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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77 ) |
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78 |
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79 parser.add_argument( |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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80 "--header", |
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81 dest="header", |
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82 action="store_true", |
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83 default=False, |
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84 help="Write header line.", |
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"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit c1d813d3f0fec60ea6efe8a11e59d98bfdc1636f"
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85 ) |
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86 |
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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/chemicaltoolbox/rdkit commit ed9b6859de648aa5f7cde483732f5df20aaff90e
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87 args = parser.parse_args() |
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88 |
9
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89 if args.iformat == "sdf": |
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90 supplier = Chem.SDMolSupplier(args.infile) |
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91 elif args.iformat == "smi": |
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92 supplier = get_supplier(args.infile, format="smiles") |
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93 elif args.iformat == "inchi": |
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94 supplier = get_supplier(args.infile, format="inchi") |
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95 elif args.iformat == "pdb": |
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96 supplier = [Chem.MolFromPDBFile(args.infile)] |
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97 elif args.iformat == "mol2": |
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98 supplier = [Chem.MolFromMol2File(args.infile)] |
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99 |
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100 functions = get_rdkit_descriptor_functions() |
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101 if args.select and args.select != "None": |
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102 selected = args.select.split(",") |
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103 functions = [(name, f) for name, f in functions if name in selected] |
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104 |
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105 if args.header: |
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106 args.outfile.write( |
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107 "%s\n" % "\t".join(["MoleculeID"] + [name for name, f in functions]) |
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108 ) |
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109 |
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110 for mol in supplier: |
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111 if not mol: |
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112 continue |
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113 descs = descriptors(mol, functions) |
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114 try: |
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115 molecule_id = mol.GetProp("_Name") |
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116 except KeyError: |
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117 molecule_id = Chem.MolToSmiles(mol) |
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118 args.outfile.write( |
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119 "%s\n" |
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120 % "\t".join([molecule_id] + [str(round(res, 6)) for name, res in descs]) |
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121 ) |