#!/usr/bin/python2 """This script use the nearest marker to the transcript as control, increasing permutation rounds according to the p-value""" ######################################################################## # Last Updated Sep 27, 2011 by Xiaodong # This version fix the bug that incorrectly exclude the first 2 probesetIDs ######################################################################## import string import sys import MySQLdb import getpass import time def translateAlias(str): if str == "B6": return "C57BL/6J" elif str == "D2": return "DBA/2J" else: return str ######################################################################## # # Indicate Data Start Position, ProbeFreezeId, GeneChipId, DataFile # ######################################################################## dataStart = 1 GeneChipId = int( raw_input("Enter GeneChipId:") ) ProbeSetFreezeId = int( raw_input("Enter ProbeSetFreezeId:") ) input_file_name = raw_input("Enter file name with suffix:") fp = open("%s" % input_file_name, 'rb') try: passwd = getpass.getpass('Please enter mysql password here : ') con = MySQLdb.Connect(db='db_webqtl',host='localhost', user='username',passwd=passwd) db = con.cursor() print "You have successfully connected to mysql.\n" except: print "You entered incorrect password.\n" sys.exit(0) time0 = time.time() ######################################################################## # # Indicate Data Start Position, ProbeFreezeId, GeneChipId, DataFile # ######################################################################## #GeneChipId = 4 #dataStart = 1 #ProbeSetFreezeId = 359 #JAX Liver 6C Affy M430 2.0 (Jul11) MDP #fp = open("GSE10493_AllSamples_6C_Z_AvgSE.txt", 'rb') ######################################################################### # # Check if each line have same number of members # generate the gene list of expression data here # ######################################################################### print 'Checking if each line have same number of members' GeneList = [] isCont = 1 header = fp.readline() header = string.split(string.strip(header),'\t') header = map(string.strip, header) nfield = len(header) line = fp.readline() kj=0 while line: line2 = string.split(string.strip(line),'\t') line2 = map(string.strip, line2) if len(line2) != nfield: print "Error : " + line isCont = 0 GeneList.append(line2[0]) line = fp.readline() kj+=1 if kj%100000 == 0: print 'checked ',kj,' lines' GeneList = map(string.lower, GeneList) GeneList.sort() if isCont==0: sys.exit(0) print 'used ',time.time()-time0,' seconds' ######################################################################### # # Check if each strain exist in database # generate the string id list of expression data here # ######################################################################### print 'Checking if each strain exist in database' isCont = 1 fp.seek(0) header = fp.readline() header = string.split(string.strip(header),'\t') header = map(string.strip, header) header = map(translateAlias, header) header = header[dataStart:] Ids = [] for item in header: try: db.execute('select Id from Strain where Name = "%s"' % item) Ids.append(db.fetchall()[0][0]) except: print item,'does not exist, check the if the strain name is correct' isCont=0 if isCont==0: sys.exit(0) print 'used ',time.time()-time0,' seconds' ######################################################################## # # Check if each ProbeSet exist in database # ######################################################################## print 'Check if each ProbeSet exist in database' ##---- find PID is name or target ----## line = fp.readline() line = fp.readline() line2 = string.split(string.strip(line),'\t') line2 = map(string.strip, line2) PId = line2[0] db.execute('select Id from ProbeSet where Name="%s" and ChipId=%d' % (PId, GeneChipId)) results = db.fetchall() IdStr = 'TargetId' if len(results)>0: IdStr = 'Name' ##---- get Name/TargetId list from database ----## db.execute('select distinct(%s) from ProbeSet where ChipId=%d order by %s' % (IdStr, GeneChipId, IdStr)) results = db.fetchall() Names = [] for item in results: Names.append(item[0]) Names = map(string.lower, Names) Names.sort() # -- Fixed the lower case problem of ProbeSets affx-mur_b2_at doesn't exist --# ##---- compare genelist with names ----## x=y=0 x1=-1 GeneList2=[] while x<len(GeneList) and y<len(Names): if GeneList[x]==Names[y]: x += 1 y += 1 elif GeneList[x]<Names[y]: if x!=x1: GeneList2.append(GeneList[x]) x1 = x x += 1 elif GeneList[x]>Names[y]: y += 1 if x%100000==0: print 'check Name, checked %d lines'%x while x<len(GeneList): GeneList2.append(GeneList[x]) x += 1 isCont=1 ferror = open("ProbeSetError.txt", "wb") for item in GeneList2: ferror.write(item + " doesn't exist \n") print item, " doesn't exist" isCont = 0 if isCont==0: sys.exit(0) print 'used ',time.time()-time0,' seconds' ############################# #Insert new Data into SE ############################ db.execute(""" select ProbeSet.%s, ProbeSetXRef.DataId from ProbeSet, ProbeSetXRef where ProbeSet.Id=ProbeSetXRef.ProbeSetId and ProbeSetXRef.ProbeSetFreezeId=%d""" % (IdStr, ProbeSetFreezeId)) results = db.fetchall() ProbeNameId = {} for Name, Id in results: ProbeNameId[Name] = Id ferror = open("ProbeError.txt", "wb") DataValues = [] fp.seek(0) #XZ add this line line = fp.readline() #XZ add this line line = fp.readline() kj = 0 while line: line2 = string.split(string.strip(line),'\t') line2 = map(string.strip, line2) CellId = line2[0] if not ProbeNameId.has_key(CellId): ferror.write(CellId + " doesn't exist\n") print CellId, " doesn't exist" else: DataId = ProbeNameId[CellId] datasorig = line2[dataStart:] i = 0 for item in datasorig: if item != '': value = '('+str(DataId)+','+str(Ids[i])+','+str(item)+')' DataValues.append(value) i += 1 kj += 1 if kj % 100 == 0: Dataitems = ','.join(DataValues) cmd = 'insert ProbeSetSE values %s' % Dataitems db.execute(cmd) DataValues = [] print 'inserted ',kj,' lines' print 'used ',time.time()-time0,' seconds' line = fp.readline() if len(DataValues)>0: DataValues = ','.join(DataValues) cmd = 'insert ProbeSetSE values %s' % DataValues db.execute(cmd) con.close()