Mercurial > repos > bornea > saint_preproc
view SAINT_preprocessing_v6_mq_pep.py @ 21:9e0a894d2676 draft
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author | bornea |
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date | Thu, 19 Nov 2015 13:38:20 -0500 |
parents | 9c3d2b1d0c1c |
children | 729aac64ce43 |
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####################################################################################### # Python-code: SAINT pre-processing from maxquant "Samples Report" output # Author: Brent Kuenzi ####################################################################################### # This program reads in a raw maxquant "Samples Report" output and a user generated # bait file and autoformats it into prey and interaction files for SAINTexpress # analysis ####################################################################################### import sys import urllib2 import os ####################################################################################### ## REQUIRED INPUT ## # 1) infile: maxquant "Samples Report" output # 2) baitfile: SAINT formatted bait file generated in Galaxy # 3) prey: Y or N for generating a prey file (requires internet connection) ####################################################################################### mq_file = sys.argv[1] cmd = r"Rscript /home/bornea/galaxy_moffitt_dev/tools/Moffitt_Tools/bubblebeam/pre_process_protein_name_set.R " + str(mq_file) os.system(cmd) infile = "./tukeys_output.txt" #maxquant "Samples Report" output prey = sys.argv[2] # Y or N fasta_db = sys.argv[3] if fasta_db == "None": fasta_db = "/home/bornea/galaxy_moffitt_dev/tools/Moffitt_Tools/bubblebeam/SwissProt_HUMAN_2014_08.fasta" make_bait= sys.argv[6] def bait_create(baits, infile): #Takes the Bait specified by the user and makes them into a Bait file and includes a check to make sure they are using valid baits. baits = make_bait.split() i = 0 bait_file_tmp = open("bait.txt", "wr") order = [] bait_cache = [] while i < len(baits): if baits[i+2] == "true": T_C = "C" else: T_C = "T" line1 = baits[i] + "\t" + baits[i+1] + "\t" + T_C + "\n" q = open(infile,"r") for line2 in q: line2 = line2.replace("\"", "") line2 = line2.replace(r"Intensity.", "") #R coerces "-" into "." this changes them back and remove Intensity from the Bait names. line2 = line2.replace(r".", r"-") temp = line2.split() if "mapped_protein" in str(temp): #If the bait is in the original file then write to cache it if not exit. if baits[i] in temp: number_bait = temp.index(str(baits[i])) number_bait = number_bait - 9 bait_cache.append((number_bait, str(line1))) else: print "Error: bad bait " + str(baits[i]) sys.exit() else: pass i = i + 3 #Writes cache to file. bait_cache.sort() for line in bait_cache: bait_file_tmp.write(line[1]) bait_file_tmp.close() baitfile = "bait.txt" class ReturnValue1(object): def __init__(self, sequence, gene): self.seqlength = sequence self.genename = gene class ReturnValue2(object): def __init__(self, getdata, getproteins, getheader): self.data = getdata self.proteins = getproteins self.header = getheader def main(maxquant_input, make_bait): bait_create(make_bait, infile) baitfile = "bait.txt" #bait_check(baitfile, maxquant_input) make_inter(maxquant_input) if prey == 'true': make_prey(maxquant_input) no_error_inter(maxquant_input) os.rename('prey.txt', sys.argv[5]) elif prey == 'false': if os.path.isfile('error proteins.txt') == True: no_error_inter(maxquant_input) pass elif prey != 'true' or 'false': sys.exit("Invalid Prey Argument: Y or N") os.rename('inter.txt', sys.argv[4]) os.rename("bait.txt", sys.argv[7]) def get_info(uniprot_accession_in): # get aa lengths and gene name error = open('error proteins.txt', 'a+') # while True: # i = 0 # try: # data = urllib2.urlopen("http://www.uniprot.org/uniprot/" + uniprot_accession_in + ".fasta") # break # except urllib2.HTTPError, err: # i = i + 1 # if i == 50: # sys.exit("More than 50 errors. Check your file or try again later.") # if err.code == 404: # error.write(uniprot_accession_in + '\t' + "Invalid URL. Check protein" + '\n') # seqlength = 'NA' # genename = 'NA' # return ReturnValue1(seqlength, genename) # elif err.code == 302: # sys.exit("Request timed out. Check connection and try again.") # else: # sys.exit("Uniprot had some other error") # # # if lines == []: # error.write(uniprot_accession_in + '\t' + "Blank Fasta" + '\n') # error.close # if lines == []: # error.write(uniprot_accession_in + '\t' + "Blank Fasta" + '\n') # error.close # seqlength = 'NA' # genename = 'NA' # return ReturnValue1(seqlength, genename) # if lines != []: # seqlength = 0 # header = lines[0] # for line in lines[1:]: # line = line.replace("\n","") # strip \n or else it gets counted in the length # seqlength += len(line) # if 'GN=' in header: # lst = header.split('GN=') # lst2 = lst[1].split(' ') # genename = lst2[0] # error.close # return ReturnValue1(seqlength, genename) # if 'GN=' not in header: # genename = 'NA' # error.close # return ReturnValue1(seqlength, genename) data = open(fasta_db,'r') lines = data.readlines() db_len = len(lines) seqlength = 0 count = 0 for i in lines: if ">sp" in i: if uniprot_accession_in == i.split("|")[1]: match = count+1 if 'GN=' in i: lst = i.split('GN=') lst2 = lst[1].split(' ') genename = lst2[0] if 'GN=' not in i: genename = 'NA' while ">sp" not in lines[match]: if match <= db_len: seqlength = seqlength + len(lines[match].strip()) match = match + 1 else: break return ReturnValue1(seqlength, genename) count = count + 1 if seqlength == 0: error.write(uniprot_accession_in + '\t' + "Uniprot not in Fasta" + '\n') error.close seqlength = 'NA' genename = 'NA' return ReturnValue1(seqlength, genename) def readtab(infile): with open(infile,'r') as x: # read in tab-delim text output = [] for line in x: line = line.strip() temp = line.split('\t') output.append(temp) return output def read_maxquant(maxquant_input): # Get data, proteins and header from maxquant output dupes = readtab(maxquant_input) header_start = 0 header = dupes[header_start] for i in header: i = i.replace(r"\"", "") i = i.replace(r"Intensity.", r"") i = i.replace(r".", r"-") data = dupes[header_start+1:len(dupes)] #cut off blank line and END OF FILE proteins = [] for protein in data: proteins.append(protein[0]) return ReturnValue2(data, proteins, header) def make_inter(maxquant_input): bait = readtab(baitfile) data = read_maxquant(maxquant_input).data header = read_maxquant(maxquant_input).header proteins = read_maxquant(maxquant_input).proteins bait_index = [] for i in bait: bait_index.append(header.index("mapped_protein") + 1) # Find just the baits defined in bait file with open('inter.txt', 'w') as y: a = 0; l=0 for bb in bait: for lst in data: y.write(header[bait_index[l]] + '\t' + bb[1] + '\t' + proteins[a] + '\t' + lst[bait_index[l]] + '\n') a+=1 if a == len(proteins): a = 0; l+=1 def make_prey(maxquant_input): proteins = read_maxquant(maxquant_input).proteins output_file = open("prey.txt",'w') for a in proteins: a = a.replace("\n","") # remove \n for input into function a = a.replace("\r","") # ditto for \r seq = get_info(a).seqlength GN = get_info(a).genename if seq != 'NA': output_file.write(a+"\t"+str(seq)+ "\t" + str(GN) + "\n") output_file.close() def no_error_inter(maxquant_input): # remake inter file without protein errors from Uniprot err = readtab("error proteins.txt") bait = readtab(baitfile) data = read_maxquant(maxquant_input).data header = read_maxquant(maxquant_input).header header = [i.replace(r"\"", "") for i in header] header = [i.replace(r"Intensity.", r"") for i in header] header = [i.replace(r".", r"-") for i in header] print header bait_index = [] for i in bait: bait_index.append(header.index(i[0])) proteins = read_maxquant(maxquant_input).proteins errors = [] for e in err: errors.append(e[0]) with open('inter.txt', 'w') as y: l = 0; a = 0 for bb in bait: for lst in data: if proteins[a] not in errors: y.write(header[bait_index[l]] + '\t' + bb[1] + '\t' + proteins[a] + '\t' + lst[bait_index[l]] + '\n') a+=1 if a == len(proteins): l += 1; a = 0 def bait_check(bait, maxquant_input): # check that bait names share header titles bait_in = readtab(bait) header = read_maxquant(maxquant_input).header for i in bait_in: if i[0] not in header: sys.exit("Bait must share header titles with maxquant output") if __name__ == '__main__': main(infile, make_bait)