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Delete src/sabdab_downloader.py

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  1. src/sabdab_downloader.py +0 -438
src/sabdab_downloader.py DELETED
@@ -1,438 +0,0 @@
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- description='''
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-
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-
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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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-
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- Contact: opig@stats.ox.ac.uk
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-
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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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-
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-
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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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-
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- o This file should contain AT LEAST:
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-
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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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-
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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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-
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- o Other fields will be ignored but may be included in the file.
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-
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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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-
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- o Example useage:
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- To run on a linux command line type:
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-
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- python sabdab_downloader.py -s summary_file.csv -o path/to/output/ --original_pdb
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-
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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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-
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- epilogue="""
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- Copyright (C) 2013 James Dunbar
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- """
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-
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-
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- import argparse, sys, os, urllib.request
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-
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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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-
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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
95
- else:
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- return True
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- else:
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- return False
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-
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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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-
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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)
110
- 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
113
- 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
119
- else:
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- return False
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-
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- for fab in fab_list:
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- Hchain = fab[1].upper()
124
- 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:
129
- 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:
134
- 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
136
- if os.path.isfile(out_file):
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- Retrieved = open(out_file).read()
138
- if not Retrieved.count(">%s"%entry):
139
- print("Failed to retrieve sequence file from SAbDab.")
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- os.remove(out_file)
141
- return False
142
- else:
143
- return False
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-
145
- Lchain = fab[2].upper()
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- if Lchain!="NA":
147
- 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)
150
- except Exception as e:
151
- 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:
154
- 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
158
- 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):
161
- print("Failed to retrieve sequence file from SAbDab.")
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- os.remove(out_file)
163
- return False
164
- else:
165
- return False
166
-
167
- return True
168
-
169
- def getannotation(entry, fab_list, out_path):
170
- """
171
- Get the annotation files for the antibody sequences.
172
- These are for the variable region of the sequences only.
173
- """
174
- for fab in fab_list:
175
- Hchain = fab[1].upper()
176
- if Hchain!="NA":
177
- out_file = os.path.join( out_path, "%s_%s_VH.ann"%(entry,Hchain) )
178
- try:
179
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VH.ann"%(entry,entry,Hchain), out_file)
180
- except Exception as e:
181
- 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.")
192
- os.remove(out_file)
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- return False
194
- else:
195
- return False
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-
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- Lchain = fab[2].upper()
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- if Lchain!="NA":
199
- 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:
203
- 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:
206
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/annotation/%s_%s_VL.ann"%(entry,entry,Lchain), out_file)
207
- except Exception as e:
208
- 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
210
- if os.path.isfile(out_file):
211
- Retrieved = open(out_file).read()
212
- if not Retrieved.count("L3"):
213
- print("Failed to retrieve annotation file from SAbDab.")
214
- os.remove(out_file)
215
- return False
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- else:
217
- return False
218
- return True
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-
220
- def getabangle(entry, fab_list, out_path):
221
- """
222
- 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.
224
- """
225
- for fab in fab_list:
226
- if "NA" in fab:
227
- continue
228
- else:
229
- out_file = os.path.join( out_path, "%s.abangle"%(entry) )
230
- try:
231
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/abangle/%s.abangle"%(entry,entry), out_file)
232
- except Exception as e:
233
- print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/abangle/%s.abangle failed"%(entry,entry))
234
- return False
235
- if os.path.isfile(out_file):
236
- Retrieved = open(out_file).read()
237
- if not Retrieved.count(entry):
238
- print("Failed to retrieve abangle file from SAbDab.")
239
- os.remove(out_file)
240
- return False
241
- else:
242
- return False
243
- return True
244
- return True
245
-
246
- def getimgt(entry, fab_list, out_path):
247
- """
248
- Get the imgt files for the antibody sequences.
249
- """
250
- for fab in fab_list:
251
- Hchain = fab[1].upper()
252
- if Hchain!="NA":
253
- out_file = os.path.join( out_path, "%s_%s_H.ann"%(entry,Hchain) )
254
- try:
255
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt"%(entry,entry,Hchain), out_file)
256
- except Exception as e:
257
- Hchain = Hchain.lower()
258
- out_file = os.path.join( out_path, "%s_%s_H.ann"%(entry,Hchain) )
259
- try:
260
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt"%(entry,entry,Hchain), out_file)
261
- except Exception as e:
262
- print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_H.imgt failed"%(entry,entry,Hchain))
263
- return False
264
-
265
- if os.path.isfile(out_file):
266
- Retrieved = open(out_file).read()
267
- if not Retrieved.count("gene_type"):
268
- print("Failed to retrieve imgt file from SAbDab.")
269
- os.remove(out_file)
270
- return False
271
- else:
272
- return False
273
-
274
- Lchain = fab[2].upper()
275
- if Lchain!="NA":
276
- out_file = os.path.join( out_path, "%s_%s_L.ann"%(entry,Lchain) )
277
- try:
278
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt"%(entry,entry,Lchain), out_file)
279
- except Exception as e:
280
- Lchain = Lchain.lower()
281
- out_file = os.path.join( out_path, "%s_%s_L.ann"%(entry,Lchain) )
282
- try:
283
- urllib.request.urlretrieve("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt"%(entry,entry,Lchain), out_file)
284
- except Exception as e:
285
- print("https://opig.stats.ox.ac.uk/webapps/abdb/entries/%s/imgt/%s_%s_L.imgt failed"%(entry,entry,Lchain))
286
- return False
287
- if os.path.isfile(out_file):
288
- Retrieved = open(out_file).read()
289
- if not Retrieved.count("gene_type"):
290
- print("Failed to retrieve imgt file from SAbDab.")
291
- os.remove(out_file)
292
- return False
293
- else:
294
- return False
295
-
296
- return True
297
-
298
- if __name__ == "__main__":
299
-
300
- parser = argparse.ArgumentParser(prog="sabdab_downloader", description=description, epilog=epilogue,formatter_class=argparse.RawDescriptionHelpFormatter)
301
- 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")
302
- parser.add_argument( '--output_path','-o',type=str, help="The path to the output directory.", dest="output_path")
303
- 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")
305
- parser.add_argument( '--sequences',action="store_true", help="Download the sequence information.", dest="sequence")
306
- parser.add_argument( '--annotation',action="store_true", help="Download the chothia numbered sequence information.", dest="annotation")
307
- parser.add_argument( '--abangle',action="store_true", help="Download the abangle angles.", dest="abangle")
308
- parser.add_argument( '--imgt',action="store_true", help="Download the imgt information for the structure.", dest="imgt")
309
-
310
- args= parser.parse_args()
311
-
312
- if len(sys.argv)<2:
313
- parser.print_help()
314
- sys.exit(0)
315
-
316
- #####################
317
- # Check the inputs #
318
- #####################
319
-
320
- if not args.summary_file:
321
- print("No summary file found.")
322
- sys.exit(1)
323
- if not args.output_path:
324
- print("No output path given.")
325
- sys.exit(1)
326
-
327
- if not (args.original_pdb or args.chothia_pdb or args.sequence or args.annotation or args.abangle or args.imgt):
328
- print("No requested data type given. Please choose at least one.")
329
-
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