SAbDab / src /sabdab_downloader_fixed.py
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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