description=''' SAbDab Download Script \\\ // The OPIG Antibody Database \\\ // Authors: James Dunbar and Konrad Krawczyk 2013. || Contributors: Jinwoo Leem || Supervisor: Charlotte Deane Contact: opig@stats.ox.ac.uk In collaboration with: UCB: Jiye Shi, Terry Baker. Roche: Angelika Fuchs, Guy Georges. o This is a script that allows a user to download data from SAbDab. o It requires a csv summary file downloaded from the website (opig.stats.ox.ac.uk/webapps/sabdab) o This file should contain AT LEAST: 1. A header line with tab-separated fields as "pdb Hchain Lchain model" 2. The pdb identifier, heavy chain, light chain and model id on new lines e.g. pdb Hchain Lchain model 12e8 H L 0 12e8 P M 0 1ahw B A 0 1ahw E D 0 . . . . . . . . . . . . o Other fields will be ignored but may be included in the file. o The user must provide a directory in which the data should be downloaded to. o The type of data that should be downloaded should be specified using the command-line options. o Example useage: To run on a linux command line type: python sabdab_downloader.py -s summary_file.csv -o path/to/output/ --original_pdb This will create a directory in "path/to/output/" name sabdab_dataset. It will contain a directory for each unique pdb code in the summary_file.csv . The structure for each of these pdbs will be downloaded there. ''' epilogue=""" Copyright (C) 2013 James Dunbar """ import argparse, sys, os, urllib.request def getpdb(pdb_entry, out_path): """ Get the PDB file from sabdab. Check that it has successfully downloaded. """ out_file = os.path.join( out_path, "%s.pdb"%pdb_entry) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/%s.pdb"%(pdb_entry,pdb_entry), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/%s.pdb failed"%(pdb_entry,pdb_entry)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count("ATOM"): print("Failed to retrieve PDB file from SAbDab") os.remove(out_file) return False else: return True else: return False def getchothpdb(pdb_entry, out_path): """ Get the chothia PDB file from sabdab. Check that it has successfully downloaded. """ out_file = os.path.join( out_path, "%s.pdb"%pdb_entry) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/chothia/%s.pdb"%(pdb_entry,pdb_entry), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/structure/chothia/%s.pdb failed"%(pdb_entry,pdb_entry)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count("ATOM"): print("Failed to retrieve PDB file from SAbDab") os.remove(out_file) return False else: return True else: return False def getsequence(entry, fab_list, out_path): """ Get the sequence files Check that they successfully download Put them into the directory """ out_file = os.path.join( out_path, "%s_raw.pdb"%entry) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_raw.fa"%(entry,entry), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_raw.fa failed"%(entry,entry)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count(">%s"%entry): print("Failed to retrieve sequence file from SAbDab.") os.remove(out_file) return False else: return False for fab in fab_list: Hchain = fab[1].upper() if Hchain!="NA": out_file = os.path.join( out_path, "%s_%s_VH.fa"%(entry,Hchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VH.fa"%(entry,entry,Hchain), out_file) except Exception as e: Hchain = Hchain.lower() out_file = os.path.join( out_path, "%s_%s_VH.fa"%(entry,Hchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VH.fa"%(entry,entry,Hchain), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VH.fa failed"%(entry,entry,Hchain)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count(">%s"%entry): print("Failed to retrieve sequence file from SAbDab.") os.remove(out_file) return False else: return False Lchain = fab[2].upper() if Lchain!="NA": out_file = os.path.join( out_path, "%s_%s_VL.fa"%(entry,Lchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VL.fa"%(entry,entry,Lchain), out_file) except Exception as e: Lchain = Lchain.lower() out_file = os.path.join( out_path, "%s_%s_VL.fa"%(entry,Lchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VL.fa"%(entry,entry,Lchain), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/sequences/%s_%s_VL.fa failed"%(entry,entry,Lchain)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count(">%s"%entry): print("Failed to retrieve sequence file from SAbDab.") os.remove(out_file) return False else: return False return True def getannotation(entry, fab_list, out_path): """ Get the annotation files for the antibody sequences. These are for the variable region of the sequences only. """ for fab in fab_list: Hchain = fab[1].upper() if Hchain!="NA": out_file = os.path.join( out_path, "%s_%s_VH.ann"%(entry,Hchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann"%(entry,entry,Hchain), out_file) except Exception as e: Hchain = Hchain.lower() out_file = os.path.join( out_path, "%s_%s_VH.ann"%(entry,Hchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann"%(entry,entry,Hchain), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann failed"%(entry,entry,Hchain)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count("H3"): print("Failed to retrieve annotation file from SAbDab.") os.remove(out_file) return False else: return False Lchain = fab[2].upper() if Lchain!="NA": out_file = os.path.join( out_path, "%s_%s_VL.ann"%(entry,Lchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann"%(entry,entry,Lchain), out_file) except Exception as e: Lchain = Lchain.lower() out_file = os.path.join( out_path, "%s_%s_VL.ann"%(entry,Lchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann"%(entry,entry,Lchain), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann failed"%(entry,entry,Lchain)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count("L3"): print("Failed to retrieve annotation file from SAbDab.") os.remove(out_file) return False else: return False return True def getabangle(entry, fab_list, out_path): """ Get the orientation angles for any of the fabs in the pdb. A non-paired antibody chain e.g VHH will have NA as the other chain identifier. """ for fab in fab_list: if "NA" in fab: continue else: out_file = os.path.join( out_path, "%s.abangle"%(entry) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/abangle/%s.abangle"%(entry,entry), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/abangle/%s.abangle failed"%(entry,entry)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count(entry): print("Failed to retrieve abangle file from SAbDab.") os.remove(out_file) return False else: return False return True return True def getimgt(entry, fab_list, out_path): """ Get the imgt files for the antibody sequences. """ for fab in fab_list: Hchain = fab[1].upper() if Hchain!="NA": out_file = os.path.join( out_path, "%s_%s_H.ann"%(entry,Hchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt"%(entry,entry,Hchain), out_file) except Exception as e: Hchain = Hchain.lower() out_file = os.path.join( out_path, "%s_%s_H.ann"%(entry,Hchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt"%(entry,entry,Hchain), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt failed"%(entry,entry,Hchain)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count("gene_type"): print("Failed to retrieve imgt file from SAbDab.") os.remove(out_file) return False else: return False Lchain = fab[2].upper() if Lchain!="NA": out_file = os.path.join( out_path, "%s_%s_L.ann"%(entry,Lchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt"%(entry,entry,Lchain), out_file) except Exception as e: Lchain = Lchain.lower() out_file = os.path.join( out_path, "%s_%s_L.ann"%(entry,Lchain) ) try: urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt"%(entry,entry,Lchain), out_file) except Exception as e: print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt failed"%(entry,entry,Lchain)) return False if os.path.isfile(out_file): Retrieved = open(out_file).read() if not Retrieved.count("gene_type"): print("Failed to retrieve imgt file from SAbDab.") os.remove(out_file) return False else: return False return True if __name__ == "__main__": parser = argparse.ArgumentParser(prog="sabdab_downloader", description=description, epilog=epilogue,formatter_class=argparse.RawDescriptionHelpFormatter) 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") parser.add_argument( '--output_path','-o',type=str, help="The path to the output directory.", dest="output_path") parser.add_argument( '--original_pdb',action="store_true", help="Download the pdb structure(s).", dest="original_pdb") parser.add_argument( '--chothia_pdb', action="store_true", help="Download the chothia re-numbered pdb structure(s).", dest="chothia_pdb") parser.add_argument( '--sequences',action="store_true", help="Download the sequence information.", dest="sequence") parser.add_argument( '--annotation',action="store_true", help="Download the chothia numbered sequence information.", dest="annotation") parser.add_argument( '--abangle',action="store_true", help="Download the abangle angles.", dest="abangle") parser.add_argument( '--imgt',action="store_true", help="Download the imgt information for the structure.", dest="imgt") args= parser.parse_args() if len(sys.argv)<2: parser.print_help() sys.exit(0) ##################### # Check the inputs # ##################### if not args.summary_file: print("No summary file found.") sys.exit(1) if not args.output_path: print("No output path given.") sys.exit(1) if not (args.original_pdb or args.chothia_pdb or args.sequence or args.annotation or args.abangle or args.imgt): print("No requested data type given. Please choose at least one.") if not os.path.exists(args.output_path): print("Output path does not exist.") sys.exit(1) if not os.path.isdir(args.output_path): print("Output path is not a directory.") sys.exit(1) if not os.access(args.output_path, os.W_OK): print("Output path is not writable.") sys.exit(1) # Set up output directory output_path = os.path.join(args.output_path,"sabdab_dataset") try: os.mkdir(output_path) except OSError: print("A 'sabdab_dataset' already exists in the output directory. Please rename it or provide a new output directory.") sys.exit(1) # Get the summary data try: with open(args.summary_file,'r') as input_file: lines = input_file.readlines() header = lines[0].strip().split("\t")[:4] if header != ["pdb", "Hchain", "Lchain", "model"]: raise IndexError data={} for line in lines[1:]: if not line.strip(): continue entry = line.strip().split("\t")[:4] if len(entry) < 4 and not entry[0].isalnum(): raise IndexError try: data[entry[0].lower()].append(entry) except KeyError: data[entry[0].lower()] = [entry] except IOError: print("Could not open summary file.") sys.exit(1) except IndexError: print("Summary file in incorrect format.") sys.exit(1) for pdb_entry in data: print("Getting data for %s"%pdb_entry) got_data=False pdb_entry_dir = os.path.join(output_path, pdb_entry) os.mkdir(pdb_entry_dir) if args.original_pdb or args.chothia_pdb: struc_out_path = os.path.join(pdb_entry_dir,"structure") os.mkdir(struc_out_path) if args.original_pdb: if getpdb(pdb_entry, struc_out_path): got_data=True else: print(f"removed {struc_out_path}") # os.rmdir(struc_out_path) if args.chothia_pdb: choth_struc_out_path = os.path.join(struc_out_path,"chothia") os.mkdir(choth_struc_out_path) if getchothpdb(pdb_entry, choth_struc_out_path): got_data=True else: print(f"removed {choth_struc_out_path}") # os.rmdir(choth_struc_out_path) if args.sequence: seq_out_path = os.path.join(pdb_entry_dir,"sequence") os.mkdir(seq_out_path) if getsequence(pdb_entry, data[pdb_entry] , seq_out_path): got_data=True else: print(f"removed {seq_out_path}") # os.rmdir(seq_out_path) if args.annotation: annotation_out_path = os.path.join(pdb_entry_dir,"annotation") os.mkdir(annotation_out_path) if getannotation(pdb_entry, data[pdb_entry] , annotation_out_path): got_data=True else: print(f"removed {annotation_out_path}") # os.rmdir(annotation_out_path) if args.abangle: abangle_out_path = os.path.join(pdb_entry_dir,"abangle") os.mkdir(abangle_out_path) if getabangle(pdb_entry, data[pdb_entry] , abangle_out_path): got_data=True else: print(f"removed {abangle_out_path}") # os.rmdir(abangle_out_path) if args.imgt: imgt_out_path = os.path.join(pdb_entry_dir,"imgt") os.mkdir(imgt_out_path) if getimgt(pdb_entry, data[pdb_entry] , imgt_out_path): got_data=True else: print(f"removed {imgt_out_path}") # os.rmdir(imgt_out_path) if not got_data: print(f"deleted {pdb_entry}") # os.rmdir(pdb_entry_dir) # Failed or failed or deleted or removed