Datasets:
Delete src/sabdab_downloader.py
Browse files- src/sabdab_downloader.py +0 -438
src/sabdab_downloader.py
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description='''
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SAbDab Download Script \\\ //
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The OPIG Antibody Database \\\ //
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Authors: James Dunbar and Konrad Krawczyk 2013. ||
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Contributors: Jinwoo Leem ||
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Supervisor: Charlotte Deane
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Contact: opig@stats.ox.ac.uk
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In collaboration with:
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UCB: Jiye Shi, Terry Baker.
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Roche: Angelika Fuchs, Guy Georges.
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o This is a script that allows a user to download data from SAbDab.
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o It requires a csv summary file downloaded from the website (opig.stats.ox.ac.uk/webapps/sabdab)
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o This file should contain AT LEAST:
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1. A header line with tab-separated fields as "pdb Hchain Lchain model"
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2. The pdb identifier, heavy chain, light chain and model id on new lines e.g.
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pdb Hchain Lchain model
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12e8 H L 0
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12e8 P M 0
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1ahw B A 0
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1ahw E D 0
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. . . .
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. . . .
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. . . .
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o Other fields will be ignored but may be included in the file.
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o The user must provide a directory in which the data should be downloaded to.
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o The type of data that should be downloaded should be specified using the command-line options.
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o Example useage:
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To run on a linux command line type:
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python sabdab_downloader.py -s summary_file.csv -o path/to/output/ --original_pdb
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This will create a directory in "path/to/output/" name sabdab_dataset.
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It will contain a directory for each unique pdb code in the summary_file.csv .
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The structure for each of these pdbs will be downloaded there.
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'''
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epilogue="""
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Copyright (C) 2013 James Dunbar
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"""
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import argparse, sys, os, urllib.request
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def getpdb(pdb_entry, out_path):
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"""
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Get the PDB file from sabdab.
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Check that it has successfully downloaded.
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"""
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out_file = os.path.join( out_path, "%s.pdb"%pdb_entry)
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/%s.pdb"%(pdb_entry,pdb_entry), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/%s.pdb failed"%(pdb_entry,pdb_entry))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count("ATOM"):
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print("Failed to retrieve PDB file from SAbDab")
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os.remove(out_file)
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return False
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else:
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return True
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else:
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return False
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def getchothpdb(pdb_entry, out_path):
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"""
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Get the chothia PDB file from sabdab.
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Check that it has successfully downloaded.
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"""
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out_file = os.path.join( out_path, "%s.pdb"%pdb_entry)
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/chothia/%s.pdb"%(pdb_entry,pdb_entry), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/chothia/%s.pdb failed"%(pdb_entry,pdb_entry))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count("ATOM"):
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print("Failed to retrieve PDB file from SAbDab")
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os.remove(out_file)
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return False
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else:
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return True
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else:
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return False
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def getsequence(entry, fab_list, out_path):
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"""
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Get the sequence files
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Check that they successfully download
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Put them into the directory
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"""
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out_file = os.path.join( out_path, "%s_raw.pdb"%entry)
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_raw.fa"%(entry,entry), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_raw.fa failed"%(entry,entry))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count(">%s"%entry):
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print("Failed to retrieve sequence file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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for fab in fab_list:
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Hchain = fab[1].upper()
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if Hchain!="NA":
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out_file = os.path.join( out_path, "%s_%s_VH.fa"%(entry,Hchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VH.fa"%(entry,entry,Hchain), out_file)
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except Exception as e:
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Hchain = Hchain.lower()
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out_file = os.path.join( out_path, "%s_%s_VH.fa"%(entry,Hchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VH.fa"%(entry,entry,Hchain), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VH.fa failed"%(entry,entry,Hchain))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count(">%s"%entry):
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print("Failed to retrieve sequence file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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Lchain = fab[2].upper()
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if Lchain!="NA":
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out_file = os.path.join( out_path, "%s_%s_VL.fa"%(entry,Lchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VL.fa"%(entry,entry,Lchain), out_file)
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except Exception as e:
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Lchain = Lchain.lower()
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out_file = os.path.join( out_path, "%s_%s_VL.fa"%(entry,Lchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VL.fa"%(entry,entry,Lchain), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VL.fa failed"%(entry,entry,Lchain))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count(">%s"%entry):
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print("Failed to retrieve sequence file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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return True
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def getannotation(entry, fab_list, out_path):
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"""
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Get the annotation files for the antibody sequences.
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These are for the variable region of the sequences only.
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"""
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for fab in fab_list:
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Hchain = fab[1].upper()
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if Hchain!="NA":
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out_file = os.path.join( out_path, "%s_%s_VH.ann"%(entry,Hchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann"%(entry,entry,Hchain), out_file)
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except Exception as e:
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Hchain = Hchain.lower()
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out_file = os.path.join( out_path, "%s_%s_VH.ann"%(entry,Hchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann"%(entry,entry,Hchain), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann failed"%(entry,entry,Hchain))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count("H3"):
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print("Failed to retrieve annotation file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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Lchain = fab[2].upper()
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if Lchain!="NA":
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out_file = os.path.join( out_path, "%s_%s_VL.ann"%(entry,Lchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann"%(entry,entry,Lchain), out_file)
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except Exception as e:
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Lchain = Lchain.lower()
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out_file = os.path.join( out_path, "%s_%s_VL.ann"%(entry,Lchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann"%(entry,entry,Lchain), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann failed"%(entry,entry,Lchain))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count("L3"):
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print("Failed to retrieve annotation file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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return True
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def getabangle(entry, fab_list, out_path):
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"""
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Get the orientation angles for any of the fabs in the pdb.
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A non-paired antibody chain e.g VHH will have NA as the other chain identifier.
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"""
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for fab in fab_list:
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if "NA" in fab:
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continue
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else:
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out_file = os.path.join( out_path, "%s.abangle"%(entry) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/abangle/%s.abangle"%(entry,entry), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/abangle/%s.abangle failed"%(entry,entry))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count(entry):
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print("Failed to retrieve abangle file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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return True
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return True
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def getimgt(entry, fab_list, out_path):
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"""
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Get the imgt files for the antibody sequences.
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"""
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for fab in fab_list:
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Hchain = fab[1].upper()
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if Hchain!="NA":
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out_file = os.path.join( out_path, "%s_%s_H.ann"%(entry,Hchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt"%(entry,entry,Hchain), out_file)
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except Exception as e:
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Hchain = Hchain.lower()
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out_file = os.path.join( out_path, "%s_%s_H.ann"%(entry,Hchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt"%(entry,entry,Hchain), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt failed"%(entry,entry,Hchain))
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return False
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if os.path.isfile(out_file):
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Retrieved = open(out_file).read()
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if not Retrieved.count("gene_type"):
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print("Failed to retrieve imgt file from SAbDab.")
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os.remove(out_file)
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return False
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else:
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return False
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Lchain = fab[2].upper()
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if Lchain!="NA":
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out_file = os.path.join( out_path, "%s_%s_L.ann"%(entry,Lchain) )
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try:
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt"%(entry,entry,Lchain), out_file)
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except Exception as e:
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Lchain = Lchain.lower()
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| 281 |
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out_file = os.path.join( out_path, "%s_%s_L.ann"%(entry,Lchain) )
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try:
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| 283 |
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urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt"%(entry,entry,Lchain), out_file)
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except Exception as e:
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print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt failed"%(entry,entry,Lchain))
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return False
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| 287 |
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if os.path.isfile(out_file):
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| 288 |
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Retrieved = open(out_file).read()
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| 289 |
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if not Retrieved.count("gene_type"):
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print("Failed to retrieve imgt file from SAbDab.")
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| 291 |
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os.remove(out_file)
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| 292 |
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return False
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| 293 |
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else:
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return False
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| 295 |
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| 296 |
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return True
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| 297 |
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| 298 |
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if __name__ == "__main__":
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parser = argparse.ArgumentParser(prog="sabdab_downloader", description=description, epilog=epilogue,formatter_class=argparse.RawDescriptionHelpFormatter)
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parser.add_argument( '--summary_file','-s',type=str, help="A tab-separated csv downloaded from SAbDab - https://opig.stats.ox.ac.uk/webapps/sabdab-sabpred/sabdab.", dest="summary_file")
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parser.add_argument( '--output_path','-o',type=str, help="The path to the output directory.", dest="output_path")
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parser.add_argument( '--original_pdb',action="store_true", help="Download the pdb structure(s).", dest="original_pdb")
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parser.add_argument( '--chothia_pdb', action="store_true", help="Download the chothia re-numbered pdb structure(s).", dest="chothia_pdb")
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parser.add_argument( '--sequences',action="store_true", help="Download the sequence information.", dest="sequence")
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parser.add_argument( '--annotation',action="store_true", help="Download the chothia numbered sequence information.", dest="annotation")
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| 307 |
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parser.add_argument( '--abangle',action="store_true", help="Download the abangle angles.", dest="abangle")
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parser.add_argument( '--imgt',action="store_true", help="Download the imgt information for the structure.", dest="imgt")
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| 309 |
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args= parser.parse_args()
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if len(sys.argv)<2:
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parser.print_help()
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sys.exit(0)
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#####################
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# Check the inputs #
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#####################
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if not args.summary_file:
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print("No summary file found.")
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sys.exit(1)
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if not args.output_path:
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print("No output path given.")
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sys.exit(1)
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| 326 |
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if not (args.original_pdb or args.chothia_pdb or args.sequence or args.annotation or args.abangle or args.imgt):
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print("No requested data type given. Please choose at least one.")
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| 330 |
-
if not os.path.exists(args.output_path):
|
| 331 |
-
print("Output path does not exist.")
|
| 332 |
-
sys.exit(1)
|
| 333 |
-
|
| 334 |
-
if not os.path.isdir(args.output_path):
|
| 335 |
-
print("Output path is not a directory.")
|
| 336 |
-
sys.exit(1)
|
| 337 |
-
|
| 338 |
-
if not os.access(args.output_path, os.W_OK):
|
| 339 |
-
print("Output path is not writable.")
|
| 340 |
-
sys.exit(1)
|
| 341 |
-
|
| 342 |
-
# Set up output directory
|
| 343 |
-
output_path = os.path.join(args.output_path,"sabdab_dataset")
|
| 344 |
-
try:
|
| 345 |
-
os.mkdir(output_path)
|
| 346 |
-
except OSError:
|
| 347 |
-
print("A 'sabdab_dataset' already exists in the output directory. Please rename it or provide a new output directory.")
|
| 348 |
-
sys.exit(1)
|
| 349 |
-
|
| 350 |
-
# Get the summary data
|
| 351 |
-
try:
|
| 352 |
-
with open(args.summary_file,'r') as input_file:
|
| 353 |
-
lines = input_file.readlines()
|
| 354 |
-
header = lines[0].strip().split("\t")[:4]
|
| 355 |
-
if header != ["pdb", "Hchain", "Lchain", "model"]:
|
| 356 |
-
raise IndexError
|
| 357 |
-
data={}
|
| 358 |
-
for line in lines[1:]:
|
| 359 |
-
if not line.strip(): continue
|
| 360 |
-
entry = line.strip().split("\t")[:4]
|
| 361 |
-
if len(entry) < 4 and not entry[0].isalnum():
|
| 362 |
-
raise IndexError
|
| 363 |
-
try:
|
| 364 |
-
data[entry[0].lower()].append(entry)
|
| 365 |
-
except KeyError:
|
| 366 |
-
data[entry[0].lower()] = [entry]
|
| 367 |
-
except IOError:
|
| 368 |
-
print("Could not open summary file.")
|
| 369 |
-
sys.exit(1)
|
| 370 |
-
except IndexError:
|
| 371 |
-
print("Summary file in incorrect format.")
|
| 372 |
-
sys.exit(1)
|
| 373 |
-
|
| 374 |
-
for pdb_entry in data:
|
| 375 |
-
print("Getting data for %s"%pdb_entry)
|
| 376 |
-
got_data=False
|
| 377 |
-
pdb_entry_dir = os.path.join(output_path, pdb_entry)
|
| 378 |
-
os.mkdir(pdb_entry_dir)
|
| 379 |
-
if args.original_pdb or args.chothia_pdb:
|
| 380 |
-
struc_out_path = os.path.join(pdb_entry_dir,"structure")
|
| 381 |
-
os.mkdir(struc_out_path)
|
| 382 |
-
if args.original_pdb:
|
| 383 |
-
if getpdb(pdb_entry, struc_out_path):
|
| 384 |
-
got_data=True
|
| 385 |
-
else:
|
| 386 |
-
print(f"removed {struc_out_path}")
|
| 387 |
-
# os.rmdir(struc_out_path)
|
| 388 |
-
|
| 389 |
-
if args.chothia_pdb:
|
| 390 |
-
choth_struc_out_path = os.path.join(struc_out_path,"chothia")
|
| 391 |
-
os.mkdir(choth_struc_out_path)
|
| 392 |
-
if getchothpdb(pdb_entry, choth_struc_out_path):
|
| 393 |
-
got_data=True
|
| 394 |
-
else:
|
| 395 |
-
print(f"removed {choth_struc_out_path}")
|
| 396 |
-
# os.rmdir(choth_struc_out_path)
|
| 397 |
-
|
| 398 |
-
if args.sequence:
|
| 399 |
-
seq_out_path = os.path.join(pdb_entry_dir,"sequence")
|
| 400 |
-
os.mkdir(seq_out_path)
|
| 401 |
-
if getsequence(pdb_entry, data[pdb_entry] , seq_out_path):
|
| 402 |
-
got_data=True
|
| 403 |
-
else:
|
| 404 |
-
print(f"removed {seq_out_path}")
|
| 405 |
-
# os.rmdir(seq_out_path)
|
| 406 |
-
|
| 407 |
-
if args.annotation:
|
| 408 |
-
annotation_out_path = os.path.join(pdb_entry_dir,"annotation")
|
| 409 |
-
os.mkdir(annotation_out_path)
|
| 410 |
-
if getannotation(pdb_entry, data[pdb_entry] , annotation_out_path):
|
| 411 |
-
got_data=True
|
| 412 |
-
else:
|
| 413 |
-
print(f"removed {annotation_out_path}")
|
| 414 |
-
# os.rmdir(annotation_out_path)
|
| 415 |
-
|
| 416 |
-
if args.abangle:
|
| 417 |
-
abangle_out_path = os.path.join(pdb_entry_dir,"abangle")
|
| 418 |
-
os.mkdir(abangle_out_path)
|
| 419 |
-
if getabangle(pdb_entry, data[pdb_entry] , abangle_out_path):
|
| 420 |
-
got_data=True
|
| 421 |
-
else:
|
| 422 |
-
print(f"removed {abangle_out_path}")
|
| 423 |
-
# os.rmdir(abangle_out_path)
|
| 424 |
-
|
| 425 |
-
if args.imgt:
|
| 426 |
-
imgt_out_path = os.path.join(pdb_entry_dir,"imgt")
|
| 427 |
-
os.mkdir(imgt_out_path)
|
| 428 |
-
if getimgt(pdb_entry, data[pdb_entry] , imgt_out_path):
|
| 429 |
-
got_data=True
|
| 430 |
-
else:
|
| 431 |
-
print(f"removed {imgt_out_path}")
|
| 432 |
-
# os.rmdir(imgt_out_path)
|
| 433 |
-
|
| 434 |
-
if not got_data:
|
| 435 |
-
print(f"deleted {pdb_entry}")
|
| 436 |
-
# os.rmdir(pdb_entry_dir)
|
| 437 |
-
|
| 438 |
-
# Failed or failed or deleted or removed
|
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