Exemplo n.º 1
0
    def __init__(self):
        QtGui.QMainWindow.__init__(self)
        self.ui = Ui_SNPConvert()
        self.ui.setupUi(self)
        
        ###############################################
        ###### TAB1 - Illumina MATRIX Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab1.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab1='';self.inputSnpMapFile_tab1=''
        self.ui.FinRep_tab1.clicked.connect(self.FinRep_open_tab1)
        self.ui.SnpMap_tab1.clicked.connect(self.SnpMap_open_tab1)
        #Setting linedit read (breed code)
        self.BrdCode_tab1='UNKN_BRD'
        self.ui.BrdCode_tab1.setPlaceholderText(self.BrdCode_tab1)  #default (example) value
        self.ui.BrdCode_tab1.cursorPositionChanged.connect(self.BrdCodeChange_tab1)
        #Setting linedit read (output name)
        self.OutName_tab1='Output_name'
        self.ui.OutName_tab1.setPlaceholderText(self.OutName_tab1)  #default (example) name
        self.ui.OutName_tab1.cursorPositionChanged.connect(self.OutNameChange_tab1)    
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab1.clicked.connect(self.ConvertFile_run_tab1)

        ###############################################
        ###### TAB2 - Illumina ROW Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab2.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab2='';self.inputSnpMap_tab2=''
        self.ui.FinRep_tab2.clicked.connect(self.FinRep_open_tab2)
        self.ui.SnpMap_tab2.clicked.connect(self.SnpMap_open_tab2)
        #Setting the combo box
        self.Chosen_allele='Forward'
        self.items = ('Forward','Top','AB')
        self.ui.AlleleCod_box_tab2.addItems(self.items)
        self.ui.AlleleCod_box_tab2.currentIndexChanged.connect(self.OutAlleleCoding_tab2)
        #Setting linedit read (breed code)
        self.BrdCode_tab2='UNKN_BRD'
        self.ui.BrdCode_tab2.setPlaceholderText(self.BrdCode_tab2)  #default (example) value
        self.ui.BrdCode_tab2.cursorPositionChanged.connect(self.BrdCodeChange_tab2)
        #Setting linedit read (output name)
        self.OutName_tab2='Output_name'
        self.ui.OutName_tab2.setPlaceholderText(self.OutName_tab2)  #default (example) name
        self.ui.OutName_tab2.cursorPositionChanged.connect(self.OutNameChange_tab2)    
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab2.clicked.connect(self.ConvertFile_run_tab2)


        ################################
        ###### TAB3 - iConvert #########
        ################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab3.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputPedFile_tab3='';self.inputMapFile_tab3='';self.inputSnpChimpFile_tab3=''
        self.ui.PedFile_tab3.clicked.connect(self.PedFile_open_tab3)
        self.ui.MapFile_tab3.clicked.connect(self.MapFile_open_tab3)
        self.ui.SnpChimp_tab3.clicked.connect(self.SnpChimp_open_tab3)
        #Setting the combo box
        self.items1=['ILMN_Forward','ILMN_Top','ILMN_AB','AFFY_Forward','AFFY_AB','NO_allele_conv']
        self.INChosen_allele='ILMN_Forward'
        self.ui.AlleleCodIn_box_tab3.addItems(self.items1)
        self.ui.AlleleCodIn_box_tab3.currentIndexChanged.connect(self.InAlleleCoding_tab3)

        self.items2=['ILMN_Top','ILMN_Forward','ILMN_AB','AFFY_Forward','AFFY_AB','NO_allele_conv']
        self.OUTChosen_allele='ILMN_Top'
        self.ui.AlleleCodOut_box_tab3.addItems(self.items2)
        self.ui.AlleleCodOut_box_tab3.currentIndexChanged.connect(self.OutAlleleCoding_tab3)
        
        #Setting radio buttons
        self.UpdateMap = True
        self.ui.YesRadioButton_tab3.clicked.connect(self.YesRadio_clicked)
        self.ui.NoRadioButton_tab3.clicked.connect(self.NoRadio_clicked)
                
        #Setting linedit read (output name)
        self.OutName_tab3='Output_name'
        self.ui.OutName_tab3.setPlaceholderText(self.OutName_tab3)  #default (example) name
        self.ui.OutName_tab3.cursorPositionChanged.connect(self.OutNameChange_tab3)    
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab3.clicked.connect(self.ConvertFile_run_tab3)
Exemplo n.º 2
0
    def __init__(self):
        QtGui.QMainWindow.__init__(self)
        self.ui = Ui_SNPConvert()
        self.ui.setupUi(self)

        ###############################################
        ###### TAB1 - Illumina MATRIX Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab1.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab1 = ''
        self.inputSnpMapFile_tab1 = ''
        self.ui.FinRep_tab1.clicked.connect(self.FinRep_open_tab1)
        self.ui.SnpMap_tab1.clicked.connect(self.SnpMap_open_tab1)
        #Setting linedit read (breed code)
        self.BrdCode_tab1 = 'UNKN_BRD'
        self.ui.BrdCode_tab1.setPlaceholderText(
            self.BrdCode_tab1)  #default (example) value
        self.ui.BrdCode_tab1.cursorPositionChanged.connect(
            self.BrdCodeChange_tab1)
        #Setting linedit read (output name)
        self.OutName_tab1 = 'Output_name'
        self.ui.OutName_tab1.setPlaceholderText(
            self.OutName_tab1)  #default (example) name
        self.ui.OutName_tab1.cursorPositionChanged.connect(
            self.OutNameChange_tab1)
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab1.clicked.connect(self.ConvertFile_run_tab1)

        ###############################################
        ###### TAB2 - Illumina ROW Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab2.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab2 = ''
        self.inputSnpMap_tab2 = ''
        self.ui.FinRep_tab2.clicked.connect(self.FinRep_open_tab2)
        self.ui.SnpMap_tab2.clicked.connect(self.SnpMap_open_tab2)
        #Setting the combo box
        self.Chosen_allele = 'Forward'
        self.items = ('Forward', 'Top', 'AB')
        self.ui.AlleleCod_box_tab2.addItems(self.items)
        self.ui.AlleleCod_box_tab2.currentIndexChanged.connect(
            self.OutAlleleCoding_tab2)
        #Setting linedit read (breed code)
        self.BrdCode_tab2 = 'UNKN_BRD'
        self.ui.BrdCode_tab2.setPlaceholderText(
            self.BrdCode_tab2)  #default (example) value
        self.ui.BrdCode_tab2.cursorPositionChanged.connect(
            self.BrdCodeChange_tab2)
        #Setting linedit read (output name)
        self.OutName_tab2 = 'Output_name'
        self.ui.OutName_tab2.setPlaceholderText(
            self.OutName_tab2)  #default (example) name
        self.ui.OutName_tab2.cursorPositionChanged.connect(
            self.OutNameChange_tab2)
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab2.clicked.connect(self.ConvertFile_run_tab2)

        ################################
        ###### TAB3 - iConvert #########
        ################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab3.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputPedFile_tab3 = ''
        self.inputMapFile_tab3 = ''
        self.inputSnpChimpFile_tab3 = ''
        self.ui.PedFile_tab3.clicked.connect(self.PedFile_open_tab3)
        self.ui.MapFile_tab3.clicked.connect(self.MapFile_open_tab3)
        self.ui.SnpChimp_tab3.clicked.connect(self.SnpChimp_open_tab3)
        #Setting the combo box
        self.items1 = [
            'ILMN_Forward', 'ILMN_Top', 'ILMN_AB', 'AFFY_Forward', 'AFFY_AB',
            'NO_allele_conv'
        ]
        self.INChosen_allele = 'ILMN_Forward'
        self.ui.AlleleCodIn_box_tab3.addItems(self.items1)
        self.ui.AlleleCodIn_box_tab3.currentIndexChanged.connect(
            self.InAlleleCoding_tab3)

        self.items2 = [
            'ILMN_Top', 'ILMN_Forward', 'ILMN_AB', 'AFFY_Forward', 'AFFY_AB',
            'NO_allele_conv'
        ]
        self.OUTChosen_allele = 'ILMN_Top'
        self.ui.AlleleCodOut_box_tab3.addItems(self.items2)
        self.ui.AlleleCodOut_box_tab3.currentIndexChanged.connect(
            self.OutAlleleCoding_tab3)

        #Setting radio buttons
        self.UpdateMap = True
        self.ui.YesRadioButton_tab3.clicked.connect(self.YesRadio_clicked)
        self.ui.NoRadioButton_tab3.clicked.connect(self.NoRadio_clicked)

        #Setting linedit read (output name)
        self.OutName_tab3 = 'Output_name'
        self.ui.OutName_tab3.setPlaceholderText(
            self.OutName_tab3)  #default (example) name
        self.ui.OutName_tab3.cursorPositionChanged.connect(
            self.OutNameChange_tab3)
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab3.clicked.connect(self.ConvertFile_run_tab3)
Exemplo n.º 3
0
class Main(QtGui.QMainWindow):    
    def __init__(self):
        QtGui.QMainWindow.__init__(self)
        self.ui = Ui_SNPConvert()
        self.ui.setupUi(self)
        
        ###############################################
        ###### TAB1 - Illumina MATRIX Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab1.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab1='';self.inputSnpMapFile_tab1=''
        self.ui.FinRep_tab1.clicked.connect(self.FinRep_open_tab1)
        self.ui.SnpMap_tab1.clicked.connect(self.SnpMap_open_tab1)
        #Setting linedit read (breed code)
        self.BrdCode_tab1='UNKN_BRD'
        self.ui.BrdCode_tab1.setPlaceholderText(self.BrdCode_tab1)  #default (example) value
        self.ui.BrdCode_tab1.cursorPositionChanged.connect(self.BrdCodeChange_tab1)
        #Setting linedit read (output name)
        self.OutName_tab1='Output_name'
        self.ui.OutName_tab1.setPlaceholderText(self.OutName_tab1)  #default (example) name
        self.ui.OutName_tab1.cursorPositionChanged.connect(self.OutNameChange_tab1)    
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab1.clicked.connect(self.ConvertFile_run_tab1)

        ###############################################
        ###### TAB2 - Illumina ROW Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab2.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab2='';self.inputSnpMap_tab2=''
        self.ui.FinRep_tab2.clicked.connect(self.FinRep_open_tab2)
        self.ui.SnpMap_tab2.clicked.connect(self.SnpMap_open_tab2)
        #Setting the combo box
        self.Chosen_allele='Forward'
        self.items = ('Forward','Top','AB')
        self.ui.AlleleCod_box_tab2.addItems(self.items)
        self.ui.AlleleCod_box_tab2.currentIndexChanged.connect(self.OutAlleleCoding_tab2)
        #Setting linedit read (breed code)
        self.BrdCode_tab2='UNKN_BRD'
        self.ui.BrdCode_tab2.setPlaceholderText(self.BrdCode_tab2)  #default (example) value
        self.ui.BrdCode_tab2.cursorPositionChanged.connect(self.BrdCodeChange_tab2)
        #Setting linedit read (output name)
        self.OutName_tab2='Output_name'
        self.ui.OutName_tab2.setPlaceholderText(self.OutName_tab2)  #default (example) name
        self.ui.OutName_tab2.cursorPositionChanged.connect(self.OutNameChange_tab2)    
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab2.clicked.connect(self.ConvertFile_run_tab2)


        ################################
        ###### TAB3 - iConvert #########
        ################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab3.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputPedFile_tab3='';self.inputMapFile_tab3='';self.inputSnpChimpFile_tab3=''
        self.ui.PedFile_tab3.clicked.connect(self.PedFile_open_tab3)
        self.ui.MapFile_tab3.clicked.connect(self.MapFile_open_tab3)
        self.ui.SnpChimp_tab3.clicked.connect(self.SnpChimp_open_tab3)
        #Setting the combo box
        self.items1=['ILMN_Forward','ILMN_Top','ILMN_AB','AFFY_Forward','AFFY_AB','NO_allele_conv']
        self.INChosen_allele='ILMN_Forward'
        self.ui.AlleleCodIn_box_tab3.addItems(self.items1)
        self.ui.AlleleCodIn_box_tab3.currentIndexChanged.connect(self.InAlleleCoding_tab3)

        self.items2=['ILMN_Top','ILMN_Forward','ILMN_AB','AFFY_Forward','AFFY_AB','NO_allele_conv']
        self.OUTChosen_allele='ILMN_Top'
        self.ui.AlleleCodOut_box_tab3.addItems(self.items2)
        self.ui.AlleleCodOut_box_tab3.currentIndexChanged.connect(self.OutAlleleCoding_tab3)
        
        #Setting radio buttons
        self.UpdateMap = True
        self.ui.YesRadioButton_tab3.clicked.connect(self.YesRadio_clicked)
        self.ui.NoRadioButton_tab3.clicked.connect(self.NoRadio_clicked)
                
        #Setting linedit read (output name)
        self.OutName_tab3='Output_name'
        self.ui.OutName_tab3.setPlaceholderText(self.OutName_tab3)  #default (example) name
        self.ui.OutName_tab3.cursorPositionChanged.connect(self.OutNameChange_tab3)    
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab3.clicked.connect(self.ConvertFile_run_tab3)



#####################################################################################################################
###### DEFS FOR TAB1 - Illumina MATRIX Format 
#####################################################################################################################
    def FinRep_open_tab1(self):
        self.inputFinRepFile_tab1 = QtGui.QFileDialog.getOpenFileName(self,"Open FinalReport file", "Open FinalReport file", self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputFinRepFile_tab1.isEmpty():self.ui.Log_wdg_tab1.append("<font color=red><b>WARNING:</b>FinalReport file not selected!</font>")
        else:self.ui.Log_wdg_tab1.append("FinalReport file selected <font color=green><b>OK</b></font>")
    
    def SnpMap_open_tab1(self):
        self.inputSnpMapFile_tab1 = QtGui.QFileDialog.getOpenFileName(self,"Open SNP map file", "Open SNP map file", self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputSnpMapFile_tab1.isEmpty():self.ui.Log_wdg_tab1.append("<font color=red><b>WARNING:</b>SNP map file not selected!</font>")
        else:self.ui.Log_wdg_tab1.append("SNP map file selected <font color=green><b>OK</b></font>")
        
    def BrdCodeChange_tab1(self):
        self.BrdCode_tab1 = self.ui.BrdCode_tab1.text()

    def OutNameChange_tab1(self):
        self.OutName_tab1 = self.ui.OutName_tab1.text()

    def ConvertFile_run_tab1(self):
        ### Check that parameters are not void and replace values when possible (if not return an error message!)
        self.ui.Log_wdg_tab1.clear()
        if not self.inputFinRepFile_tab1 or self.inputFinRepFile_tab1.isEmpty():return self.ui.Log_wdg_tab1.append("<font color=red><b>ERROR: Please select a FinalReport file!</b></font>")
        if not self.inputSnpMapFile_tab1 or self.inputSnpMapFile_tab1.isEmpty():return self.ui.Log_wdg_tab1.append("<font color=red><b>ERROR: Please select a SNP map file!</b></font>")
        if not self.BrdCode_tab1:self.BrdCode_tab1 = 'UNKN_BRD'
        if not self.OutName_tab1:self.OutName_tab1 = 'Output_name'
        
        ### Print the options used
        self.ui.Log_wdg_tab1.append("<b><i>PEDDA MATRIX software - ILMN Matrix --> PLINK</i></b>")
        self.ui.Log_wdg_tab1.append("<i>Conversion and GUI coded by E.L.Nicolazzi (PTP)</i><br>")
        self.ui.Log_wdg_tab1.append("<b>PARAMETERS USED</i></b>")
        self.ui.Log_wdg_tab1.append(time.strftime("- Analysis run on %d/%m/%y at %H:%M:%S", time.localtime()))
        self.ui.Log_wdg_tab1.append(" - FinalReport: <b>%s</b>" % self.inputFinRepFile_tab1)
        self.ui.Log_wdg_tab1.append(" - SNP map: <b>%s</b>" % self.inputSnpMapFile_tab1)
        self.ui.Log_wdg_tab1.append(" - Pop code: <b>%s</b>" % self.BrdCode_tab1)
        self.ui.Log_wdg_tab1.append(" - Output name: <b>%s</b><br>" % self.OutName_tab1)
        
        ### Start processing the Map file first
        self.ui.Log_wdg_tab1.append("<b>A) Processing SnpMap file</b>")
        conv={};chroms={}
        for a in open(self.inputSnpMapFile_tab1):
            if 'chromosome' in a.lower():continue  #.lower is used to avoid problems with capital letters
            # Automatic identifier of the separator (at least 4 fields should be enough)
            try: 
                if len(a.strip().split(','))>5:   
                    line=a.strip().split(',')[:5]
                    nn,snpid,cro,pos,rest=line
                elif len(a.strip().split('\t'))>5:
                    line=a.strip().split('\t')[:5]
                    nn,snpid,cro,pos,rest=line
                else:
                    line=a.strip().split()[:5]
                    nn,snpid,cro,pos,rest=line
            except:return self.ui.Log_wdg_tab1.append("<font color=red><b>ERROR: Bad/Corrupt SNP map file! Please check the file and make sure it is an (original) Illumina SnpMap file!</b></font>")
            conv[snpid]=(cro,pos)   #This dictionary keeps map info related to the SNP name
            chroms[cro]=0           #This dictionary is useful only to inform the user
        self.ui.Log_wdg_tab1.append("====> Total number of SNPs processed: <b>%s</b>" % len(conv))    
        self.ui.Log_wdg_tab1.append("====> Total number of chromosomes found: <b>%s</b>" % len(chroms))
        self.ui.Log_wdg_tab1.append("====> List of chromosomes found: <b>%s</b><br>" % ','.join(sorted(chroms.keys())))
        
        #Adapt slashes to unix/mac or Windows
        direct_name=os.path.abspath(os.path.dirname(str(self.inputFinRepFile_tab1)))
        if '/' in direct_name:slsh='/'
        else:slsh='\\'
        #Rebuild the (full) path of the original inputFinRepFile_tab1 - for compatibility with Windows
        #Open the output files
        outnam = direct_name+slsh+self.OutName_tab1
        outgen = open(outnam+'.ped','w')
        outmap = open(outnam+'.map','w')
        
        ### Start processing the genotypes
        self.ui.Log_wdg_tab1.append("<b>B) Processing FinalReport file</b>")
        readfrom=False
        genos=[];anims=[];n=0
        for en,a in enumerate(open(self.inputFinRepFile_tab1)):
            if '[data]' in a.lower():  #.lower is used to avoid problems with capital letters
                readfrom=True
                continue
            if not readfrom:continue   # Skip the header of the illumina file
            n+=1 # Start counting SNPs
            # Automatic identifier of the file separator
            if len(a.strip().split(','))>=2:
                line=a.strip().split(',');sep=','
            elif len(a.strip().split('\t'))>=2:
                line=a.strip().split('\t');sep='\t'
            else:
                line=a.strip().split();sep=' '
            # This is the first line containing the IDs of individuals
            if n==1: 
                for x in range(len(line)):
                    if x==0:continue
                    anims.append(line[x]) # keep trace of individual IDs
                    genos.append([])
                    genos.append([])      # create a list n.individuals long x2
                continue              # Jump to the genotypes
            #If it is a , or \t separator, do it easy, otherise 
            snp,geno=a.strip().split(sep,1)
            geno.strip()
            #Write the Map file as soon as it is read (to maintain the order)
            try:outmap.write('%s %s 0 %s\n' % (conv[snp][0],snp,conv[snp][1]))
            except:return self.ui.Log_wdg_tab1.append("<font color=red><b>ERROR: Map file writing failed at row"+str(en+1)+". Missing snp in Map?? </b></font>")
            #read the genotype line as long string separated by...
            if sep==',' or sep=='\t':geno=geno.replace('-','0').strip().split(sep)
            else:geno=geno.replace('-','0').strip().split()
            # Keep genos in memory (in order)
            for x in range(len(geno)):genos[x].append(geno[x])
        #check if reading of the file went ok.    
        if not n:return self.ui.Log_wdg_tab1.append("<font color=red><b>ERROR: Bad/Corrupt FinalReport file! Please check the file!</b></font>")    
        self.ui.Log_wdg_tab1.append("====> Total number of INDIVIDUALS processed: <b>%s</b><br>" % len(geno))    
        self.ui.Log_wdg_tab1.append("<b>C) Writing output files</b>")
        
        for x in range(len(anims)):
            gty=[genos[x][i][0]+' '+genos[x][i][1] for i in range(len(genos[x]))]
            outgen.write('%s %s 0 0 0 0 %s\n' % (self.BrdCode_tab1,anims[x],' '.join(gty)))
        self.ui.Log_wdg_tab1.append("<br><br>====> Bazinga! <font color=green><b><i>Conversion run OK!</i></b></font>")
        self.ui.Log_wdg_tab1.append("<font color=blue>PED file available: <b>"+outnam+'.ped</b></font>')
        self.ui.Log_wdg_tab1.append("<font color=blue>MAP file available: <b>"+outnam+'.map</b></font>')



#####################################################################################################################
###### DEFS FOR TAB2 - Illumina ROW Format 
#####################################################################################################################

    def FinRep_open_tab2(self):
        self.inputFinRepFile_tab2 = QtGui.QFileDialog.getOpenFileName(self,"Open FinalReport file", "Open FinalReport file", self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputFinRepFile_tab2.isEmpty():self.ui.Log_wdg_tab2.append("<font color=red><b>WARNING:</b>FinalReport file not selected!</font>")
        else:self.ui.Log_wdg_tab2.append("FinalReport file selected <font color=green><b>OK</b></font>")
    
    def SnpMap_open_tab2(self):
        self.inputSnpMapFile_tab2 = QtGui.QFileDialog.getOpenFileName(self,"Open SNP map file", "Open SNP map file", self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputSnpMapFile_tab2.isEmpty():self.ui.Log_wdg_tab2.append("<font color=red><b>WARNING:</b>SNP map file not selected!</font>")
        else:self.ui.Log_wdg_tab2.append("SNP map file selected <font color=green><b>OK</b></font>")
    
    def OutAlleleCoding_tab2(self,indice):
        self.Chosen_allele = self.items[indice]
        
    def BrdCodeChange_tab2(self):
        self.BrdCode_tab2 = self.ui.BrdCode_tab2.text()

    def OutNameChange_tab2(self):
        self.OutName_tab2 = self.ui.OutName_tab2.text()

    def ConvertFile_run_tab2(self):
        ### Check that parameters are not void and replace values when possible (if not return an error message!)
        self.ui.Log_wdg_tab2.clear()
        if not self.inputFinRepFile_tab2 or self.inputFinRepFile_tab2.isEmpty():return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR: Please select a FinalReport file!</b></font>")
        if not self.inputSnpMapFile_tab2 or self.inputSnpMapFile_tab2.isEmpty():return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR: Please select a SNP map file!</b></font>")
        if not self.BrdCode_tab2:self.BrdCode_tab2 = 'UNKN_BRD'
        if not self.OutName_tab2:self.OutName_tab2 = 'Output_name'
                
        ### Print the options used
        self.ui.Log_wdg_tab2.append("<b><i>Pedda ROW software - ILMN ROW --> PLINK</i></b>")
        self.ui.Log_wdg_tab2.append("<i>Conversion and GUI coded by E.L.Nicolazzi (PTP)</i><br>")
        self.ui.Log_wdg_tab2.append("<b>PARAMETERS USED</i></b>")
        self.ui.Log_wdg_tab2.append(time.strftime("- Analysis run on %d/%m/%y at %H:%M:%S", time.localtime()))
        self.ui.Log_wdg_tab2.append(" - FinalReport: <b>%s</b>" % self.inputFinRepFile_tab2)
        self.ui.Log_wdg_tab2.append(" - SNP map: <b>%s</b>" % self.inputSnpMapFile_tab2)
        self.ui.Log_wdg_tab2.append(" - Output allele coding: <b>%s</b>" % self.Chosen_allele)        
        self.ui.Log_wdg_tab2.append(" - Pop code: <b>%s</b>" % self.BrdCode_tab2)
        self.ui.Log_wdg_tab2.append(" - Output name: <b>%s</b><br>" % self.OutName_tab2)
        
        self.ui.Log_wdg_tab2.append("<b>A) Processing SNP map file file</b>")
        conv={};chroms={}
        for a in open(self.inputSnpMapFile_tab2):
            if 'chromosome' in a.lower():continue  #.lower is used to avoid problems with capital letters
            # Automatic identifier of the separator (at least 4 fields should be enough)
            try: 
                if len(a.strip().split(','))>5:   
                    line=a.strip().split(',')[:5]
                    nn,snpid,cro,pos,rest=line
                elif len(a.strip().split('\t'))>5:
                    line=a.strip().split('\t')[:5]
                    nn,snpid,cro,pos,rest=line
                else:
                    line=a.strip().split()[:5]
                    nn,snpid,cro,pos,rest=line
            except:return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR: Bad/Corrupt SNP map file! Please check the file and make sure it is an (original) Illumina SnpMap file!</b></font>")
            conv[snpid]=(cro,pos)   #This dictionary keeps map info related to the SNP name
            chroms[cro]=0           #This dictionary is useful only to inform the user
        self.ui.Log_wdg_tab2.append("====> Total number of SNPs processed: <b>%s</b>" % len(conv))    
        self.ui.Log_wdg_tab2.append("====> Total number of chromosomes found: <b>%s</b>" % len(chroms))
        self.ui.Log_wdg_tab2.append("====> List of chromosomes found: <b>%s</b><br>" % ','.join(sorted(chroms.keys())))
        
        ### Start processing the Map file first
        self.ui.Log_wdg_tab2.append("<b>B) Processing FinRep file</b>")           
        direct_name=os.path.abspath(os.path.dirname(str(self.inputFinRepFile_tab2)))
        if '/' in direct_name:slsh='/'
        else:slsh='\\'
        #Rebuild the (full) path of the original inputFinRepFile_tab1 - for compatibility with Windows
        #Open the output files
        outnam = direct_name+slsh+self.OutName_tab2
        outgen = open(outnam+'.ped','w')
        outmap = open(outnam+'.map','w')
        readfrom=False
        SNPname=[]
        c=0;anim=-1;snp=0

        for en,a in enumerate(open(self.inputFinRepFile_tab2)):
            if 'allele1' in a.lower():
                readfrom=True
                if len(a.strip().split(','))>=3:
                    sep=',';
                    line=a.lower().strip().split(sep)
                elif len(a.strip().split('\t'))>=3:
                    sep='\t'
                    line=a.lower().strip().split(sep)
                else:   
                    sep=''
                    line=a.lower().strip().split()
                ### Seraching for 'SNP name' header
                if not 'snp name' in line and not 'snpname' in line:
                    return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR:</b> The header does not contain the required information: 'SNP name' or 'SNPname' (not case sensitive)<\font><br>")
                else:
                    try:
                        SNPid_pos = line.index('snp name')
                    except:
                        SNPid_pos = line.index('snpname')
                ### Searching for 'Sample ID' header
                if not 'sample id' in line and not 'sampleid' in line:
                    return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR:</b> The header does not contain the required information: 'Sample ID' or 'SampleId' (not case sensitive)<\font><br>")
                else:
                    try:
                        INDid_pos = line.index('sample id')
                    except:
                        INDid_pos = line.index('sampleid')
                ### Searching for the required allele coding format.
                if not 'allele1 - '+self.Chosen_allele.lower() in line:
                    self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR:</b> The header does not contain the chosen allele coding: Allele1 - "+self.Chosen_allele+'<\font><br>')
                    self.ui.Log_wdg_tab2.append("<font color=red> Header read:'<b><i>"+a+"'</i></b></font><br>")
                    self.ui.Log_wdg_tab2.append("<font color=red> Possible causes: </font>")
                    self.ui.Log_wdg_tab2.append("<font color=red> - The requested allele format is not present in your header <i>[SOLUTION: choose an allele format that is available]</i></font>")
                    self.ui.Log_wdg_tab2.append("<font color=red> - The header in the Illumina header has changed (no 'Allele1 - "+self.Chosen_allele+"' field is present - not case sensitive) <i>[SOLUTION: Contact [email protected], or if you know how to code in python, change the if string related to this]</i></font>")
                    self.ui.Log_wdg_tab2.append("<font color=red> - The FinalReport file separator is not right <i>[SOLUTION: Contact [email protected], or if you know how to code in python, change the if string related to this]</i></font>")
                    self.ui.Log_wdg_tab2.append("<font color=red> - The FinalReport file is in Matrix format <i>[SOLUTION: Use the 'Illumina MATRIX format' tag instead]</i></font>")
                    self.ui.Log_wdg_tab2.append("<font color=red> - Other <i>[SOLUTION: Contact [email protected] ... send me the header (e.g. first 10 rows) of the FinalReport file you're using]</i></font>")
                    return
                else:
                    alle_pos1=line.index('allele1 - '+self.Chosen_allele.lower())
                    alle_pos2=alle_pos1+1
                    continue
                           
            if not readfrom:continue
            if sep:line=a.strip().split(sep)
            else: line=a.strip().split()
            if alle_pos2 > len(line):
                return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR:</b> Probable error in the separator.. Position of Allele2 found in "+str(alle_pos2)+", but length of line in row "+str(en)+" is "+str(len(line))+" !!</font><br>"+\
                                                   "<font color=red>Please check your choice of separator is correct and that you don't have strange fields in you FinalReport file!</font>")
            snp_name=line[SNPid_pos]
            if not conv.has_key(snp_name):
                return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR:</b> SNP name: "+snp_name+" in FinalReport file not found in SNP map file!</font><br>")
            id_sample=line[INDid_pos]
            alle1=line[alle_pos1]
            alle2=line[alle_pos2]
            if alle1=='-':alle1='0'
            if alle2=='-':alle2='0'
            c+=1
            if c==1:
                snp=-1
                geno=[]
                name=[]
                name.append(id_sample)
            if id_sample in name:
                geno.append(alle1+' '+alle2)
                snp+=1
                if len(name)==1:
                    outmap.write('%s %s 0 %s\n' % (conv[snp_name][0],snp_name,conv[snp_name][1]))
                    SNPname.append(snp_name)
                else:
                    if snp_name!=SNPname[snp]:
                        return self.ui.Log_wdg_tab2.append("The order of the SNPs in the different individuals is consistent. Check "+snp_name+" and "+SNPname[snp])
            else:
                snp=0
                anim+=1
                outgen.write('%s %s 0 0 0 -9 %s\n' % (self.BrdCode_tab2,name[anim],' '.join(geno)))
                self.ui.Log_wdg_tab2.append('Finshed processing individual: '+name[anim]+' - Total SNPs: '+str(len(geno)))
                geno=[]
                geno.append(alle1+' '+alle2)
                name.append(id_sample)

        outgen.write('%s %s 0 0 0 -9 %s\n' % (self.BrdCode_tab2,id_sample,' '.join(geno)))
        anim+=2
        self.ui.Log_wdg_tab2.append('Finshed processing individual: '+id_sample+' - Total SNPs: '+str(len(geno)))
        self.ui.Log_wdg_tab2.append('<br><b>====> Total number of INDIVIDUALS processed: '+str(anim)+'</b><br><br>')    
        self.ui.Log_wdg_tab2.append("====> Bazinga! <font color=green><b><i>Conversion run OK!</i></b></font>")
        self.ui.Log_wdg_tab2.append("<font color=blue>PED file available: <b>"+outnam+'.ped</b></font>')
        self.ui.Log_wdg_tab2.append("<font color=blue>MAP file available: <b>"+outnam+'.map</b></font>')  

    def PedFile_open_tab3(self):
        self.inputPedFile_tab3 = QtGui.QFileDialog.getOpenFileName(self,"Open PED file", "Open PED file", self.tr("PED files (*.ped);;All files (*)"))
        if self.inputPedFile_tab3.isEmpty():self.ui.Log_wdg_tab3.append("<font color=red><b>WARNING:</b>PED file not selected!</font>")
        else:self.ui.Log_wdg_tab3.append("PED file selected <font color=green><b>OK</b></font>")
    
    def MapFile_open_tab3(self):
        self.inputMapFile_tab3 = QtGui.QFileDialog.getOpenFileName(self,"Open MAP file", "Open MAP file", self.tr("MAP files (*.map);;All files (*)"))
        if self.inputMapFile_tab3.isEmpty():self.ui.Log_wdg_tab3.append("<font color=red><b>WARNING:</b>MAP file not selected!</font>")
        else:self.ui.Log_wdg_tab3.append("MAP file selected <font color=green><b>OK</b></font>")
        
    def SnpChimp_open_tab3(self):
        self.inputSnpChimpFile_tab3 = QtGui.QFileDialog.getOpenFileName(self,"Open SNPchimp_v3 file", "Open SNPchimp_v3 file", self.tr("CSV files (*.csv);; TSV files (*.tsv);; All Files (*)"))
        if self.inputSnpChimpFile_tab3.isEmpty():self.ui.Log_wdg_tab3.append("<font color=red><b>WARNING:</b>SNPchimp_v3 file not selected!</font>")
        else:self.ui.Log_wdg_tab3.append("SNPchimp_v3 file selected <font color=green><b>OK</b></font>")
    
    def InAlleleCoding_tab3(self,indice):
        self.INChosen_allele = self.items1[indice]

    def YesRadio_clicked(self):
            self.UpdateMap = True
            
    def NoRadio_clicked(self):
            self.UpdateMap = False
                            
    def OutAlleleCoding_tab3(self,indice):
        self.OUTChosen_allele = self.items2[indice]
            
    def OutNameChange_tab3(self):
        self.OutName_tab3 = self.ui.OutName_tab3.text()

    def ConvertFile_run_tab3(self):
        #Clear screen
        self.ui.Log_wdg_tab3.clear()
        #Only update map info (do not ask for ped file                  
        if self.INChosen_allele == 'NO_allele_conv' and self.OUTChosen_allele == 'NO_allele_conv': onlymap=True 
        else:onlymap=False
        if not onlymap:
            if not self.inputPedFile_tab3 or self.inputPedFile_tab3.isEmpty():return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Please select a PED file!</b></font>")
        if not self.inputMapFile_tab3 or self.inputMapFile_tab3.isEmpty():return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Please select a MAP file!</b></font>")
        if not self.inputSnpChimpFile_tab3 or self.inputSnpChimpFile_tab3.isEmpty():return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Please select a SNPchimp_v3 file! (visit http://bioinformatics.tecnoparco.org/SNPchimp/)</b></font>")
        if not str(self.inputSnpChimpFile_tab3[-3:]).lower() in ['csv','tsv']:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Original SNPchimp v.3 files are csv (comma separated) or tsv (tab separated).</b></font>")
        if not self.OutName_tab3:self.OutName_tab3 = 'Output_name'
        if not onlymap:
            if self.INChosen_allele==self.OUTChosen_allele:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Input and Output allele coding MUST be different!</b></font>")
        if self.INChosen_allele[:4]=='ILMN' and self.OUTChosen_allele[:4]!='ILMN':return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Input and Output allele coding MUST be compatible (ILMN-ILMN, AFFY-AFFY or NO-NO)!</b></font>")
        if self.INChosen_allele[:4]=='AFFY' and self.OUTChosen_allele[:4]!='AFFY':return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Input and Output allele coding MUST be compatible (ILMN-ILMN, AFFY-AFFY or NO-NO)!</b></font>")
        if self.INChosen_allele[:2]=='NO' and self.OUTChosen_allele[:2]!='NO':return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Input and Output allele coding MUST be compatible (ILMN-ILMN, AFFY-AFFY or NO-NO)!</b></font>")

        if os.path.basename(str(self.inputPedFile_tab3)) == self.OutName_tab3+'.ped': 
            return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Bad output name - Must be different from PED filename!</b></font>")
        if os.path.basename(str(self.inputMapFile_tab3)) == self.OutName_tab3+'.map': 
            return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Bad output name - Must be different from MAP filename!</b></font>")


        ### Print the options used
        answer={True:'Yes',False:'No'}
        self.ui.Log_wdg_tab3.append("<b><i>iConvert software - Allele conversion and map update <i></b>")
        self.ui.Log_wdg_tab3.append("<i>Software and GUI coded by E.L.Nicolazzi (PTP)</i><br>")
        self.ui.Log_wdg_tab3.append("<b>PARAMETERS USED</i></b>")
        self.ui.Log_wdg_tab3.append(time.strftime("- Analysis run on %d/%m/%y at %H:%M:%S", time.localtime()))
        self.ui.Log_wdg_tab3.append(" - PLINK fmt - Ped file: <b>%s</b>" % self.inputPedFile_tab3)
        self.ui.Log_wdg_tab3.append(" - PLINK fmt - Map file: <b>%s</b>" % self.inputMapFile_tab3)
        self.ui.Log_wdg_tab3.append(" - SNPchimp v.3 file   : <b>%s</b>" % self.inputSnpChimpFile_tab3)
        self.ui.Log_wdg_tab3.append(" - Input allele coding : <b>%s</b><br>" % self.INChosen_allele)
        self.ui.Log_wdg_tab3.append(" - Map update requested: <b>%s</b><br>" % answer[self.UpdateMap])
        self.ui.Log_wdg_tab3.append(" - Output allele coding: <b>%s</b>" % self.OUTChosen_allele)        
        self.ui.Log_wdg_tab3.append(" - Output name         : <b>%s</b><br>" % self.OutName_tab3)
   
        self.ui.Log_wdg_tab3.append("<br><b>A) Processing SNPchimp v.3 file file</b><br>")
        othinfo = []
        chips = {};SNPdata = {}
        formats = [0,0]
        SEP = ','
        if self.UpdateMap: mapupd = {}

        readfrom=False
        for en,line in enumerate(open(self.inputSnpChimpFile_tab3)):
            if str(self.inputSnpChimpFile_tab3[-3:]).lower()=='csv':SEP=','
            elif str(self.inputSnpChimpFile_tab3[-3:]).lower()=='tsv':SEP='\t'
            if 'chip_name' in line.lower():
                readfrom=True
                hlin=line.lower().strip().split(SEP)
                ####### FILE header and stuff checks
                #Check SEPARATOR is right
                if len(hlin)<3:
                    return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: SNPchimp v.3 separator is not comma or tab, as assumed by the extension name - Download original SNPchimp v.3 files and try again</b></font>")
                # Check if user choices are coherent with the infor in SNPchimp v.3
                if self.INChosen_allele=='ILMN_Top' or self.OUTChosen_allele=='ILMN_Top':
                    try: 
                        head_finder=hlin.index('alleles_a_b_top')
                        if self.INChosen_allele=='ILMN_Top':formats[0]=head_finder
                        else:formats[1]=head_finder
                    except ValueError:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: SNPchimp v.3 file does not contain the required Illumina TOP allele coding</b></font>")                  
                if self.INChosen_allele=='ILMN_Forward' or self.OUTChosen_allele=='ILMN_Forward':
                    try: 
                        head_finder=hlin.index('alleles_a_b_forward')
                        if self.INChosen_allele=='ILMN_Forward':formats[0]=head_finder
                        else:formats[1]=head_finder
                    except ValueError:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: SNPchimp v.3 file does not contain the required Illumina FORWARD allele coding</b></font>")                  
                if self.INChosen_allele=='AFFY_Forward' or self.OUTChosen_allele=='AFFY_Forward':
                    try: 
                        head_finder=hlin.index('alleles_a_b_affymetrix')
                        if self.INChosen_allele=='AFFY_Forward':formats[0]=head_finder
                        else:formats[1]=head_finder
                    except ValueError:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: SNPchimp v.3 file does not contain the required Affymetrix FORWARD allele coding</b></font>")
                # Check accessory information is there, otherwise stop
                try:
                    othinfo.append(hlin.index('chip_name'))
                    othinfo.append(hlin.index('chromosome'))
                    othinfo.append(hlin.index('position'))
                    othinfo.append(hlin.index('snp_name'))
                    continue
                except ValueError:
                    return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR:'chip name', 'chromosome', 'position' and 'SNP_name' header variables not found. These are always present in SNPchiMp downloaded files!</b></font>")
            if not readfrom:continue
            lista = line.strip().split(SEP)
            # Keep only useful info (skip other not wanted chips)
            if not chips.has_key(lista[othinfo[0]]): chips[lista[othinfo[0]]] = 0
            if 'AFFY' in self.INChosen_allele:
                if not 'Bov_AffyHD' in lista[0]:continue
            if 'ILMN' in self.INChosen_allele:
                if 'Bov_AffyHD' in lista[0]:continue
            # Keep SNPchimp map information only if required by the user.
            if self.UpdateMap: mapupd[lista[othinfo[3]]] = [lista[othinfo[1]],lista[othinfo[2]]]
            # If INPUT allele format is AB, use AB as IN and custom allele format as OUT
            if self.INChosen_allele == 'ILMN_AB' or self.INChosen_allele == 'AFFY_AB':
                SNPdata[lista[othinfo[3]]] = {'A':lista[formats[1]][0], 'B':lista[formats[1]][2]}
            # If OUTPUT allele format is AB, use AB as OUT and custom allele in format as IN 
            elif self.OUTChosen_allele == 'ILMN_AB' or self.OUTChosen_allele == 'AFFY_AB':
                SNPdata[lista[othinfo[3]]] = {lista[formats[0]][0]:'A', lista[formats[0]][2]:'B'}
            else:
                SNPdata[lista[othinfo[3]]] = {lista[formats[0]][0]:lista[formats[1]][0],
                                          lista[formats[0]][2]:lista[formats[1]][2]}

        if en == 0:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: SNPchimp file is empty!</b></font>")
        if len(SNPdata) == 0:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Problem reading SNPchimp file! Probable causes: file is empty, conversion info is not available or header is incorrect</b></font>")
        if len(chips)>1:self.ui.Log_wdg_tab3.append("<font color=orange><b>WARNING: More than 1 chip in SNPchimp file. This might result in incorrect allele conversion!</b></font>")
        self.ui.Log_wdg_tab3.append("- Rows read in SNP chimp file :<b>%s</b>" % str(en+1))
        self.ui.Log_wdg_tab3.append("- SNPs with allele conversion information available :<b>%s</b>" % str(len(SNPdata)))

        ###### Process Map file
        self.ui.Log_wdg_tab3.append("<br><b>B) Processing PLINK MAP file and converting map information (if required)</b><br>")
        maporder = [];convert = []
        tab = False
        # Create new file if new remapping is needed
        if self.UpdateMap: 
            #Adapt slashes to unix/mac or Windows
            direct_name=os.path.abspath(os.path.dirname(str(self.inputMapFile_tab3)))
            if '/' in direct_name:slsh='/'
            else:slsh='\\'
            #Rebuild the (full) path of the original inputMapFile_tab3 - for compatibility with Windows
            outnammap = direct_name+slsh+self.OutName_tab3+'.map'
            remap=open(outnammap,'w')
        enmap=0
        for enm,line in enumerate(open(self.inputMapFile_tab3)):
            #Check for tab or blank space spearator (only these 2 are accepted here)       
            if enm == 0: test = line.strip().split('\t')
            if len(test) == 4:   # Warning: this only accepts "normal" MAP files (no --map3 or other options are allowed) 
                linea = line.strip().split('\t')
                tab = True
            else: 
                linea = line.strip().split()
            if len(linea) == 0: continue # Skips void lines
            enmap+=1
            snp = linea[1]
            maporder.append(snp)
            if not SNPdata.has_key(linea[1]):return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: SNP: "+ snp +" not found in SNPchimp file. Probable causes: you downloaded the wrong SNPchip or modified SNP names </b></font>") 
            else:convert.append(SNPdata[linea[1]])
            if self.UpdateMap:remap.write('%s %s %s %s\n' % (mapupd[snp][0],snp,linea[2],mapupd[snp][1]))
        if enmap==0:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: MAP file is empty!</b></font>")
        self.ui.Log_wdg_tab3.append("- Rows read in PLINK MAP file (number of SNPs) : <b>%s</b>" % str(enmap))
        if self.UpdateMap: self.ui.Log_wdg_tab3.append("<font color=blue>- MAP file updated: <b>%s</b></font>" % outnammap)

        # Process PED file (if required)
        if not onlymap: 
            self.ui.Log_wdg_tab3.append("<br><b>C) Processing PLINK PED file and converting allele format</b><br>") 
            tab = False
            #Get full path of PED file
            #Adapt slashes to unix/mac or Windows
            direct_name=os.path.abspath(os.path.dirname(str(self.inputMapFile_tab3)))
            if '/' in direct_name:slsh='/'
            else:slsh='\\'
            #Rebuild the (full) path of the original inputMapFile_tab3 - for compatibility with Windows
            outnamped = direct_name+slsh+self.OutName_tab3+'.ped'

            reped=open(outnamped,'w')
            #Read ped file
            enped=0
            for enped,line in enumerate(open(self.inputPedFile_tab3)):
                if enped == 0:
                    test = line.strip().split('\t')
                    if len(test) == (6 + enmap * 2): tab = True
                if tab: pedline = line.strip().split('\t')
                else: pedline = line.strip().split()
                if (enmap*2+6) != len(pedline):
                    return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Number of SNPs in PLINK MAP (" +str(enmap)+") should result in "+str(enmap*2+6)+" columns PLINK PED but found "+str(len(pedline))+"<br>Check your .ped and .map files. Usually the problem is in the first line(s)...</font><br>")
                genotypes = [pedline[6 + x] + pedline[7 + x] for x in range(0, (enmap*2)-1, 2)]
                seq = -1
                genout = []
                nfailed = 0
                name_snps=[]
                for alle in genotypes:
                    seq += 1
                    alle1 = alle[0];alle2 = alle[1]
                    if alle1 == '0' or alle1 =='?':
                        genout.append('0');genout.append('0')
                        continue
                    try:
                        genout.append(convert[seq][alle1])
                        genout.append(convert[seq][alle2])
                    except KeyError:
                        nfailed += 1
                        name_snps.append(maporder[seq])
                if nfailed:
                    return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Individual " + pedline[1] + " failed conversion for " + str(nfailed) + \
                                                       " SNPs [ "+', '.join(name_snps)+"]. Probably their INPUT allele coding format is not as specified</font>")
                reped.write('%s %s\n' % (' '.join(pedline[:6]),' '.join(genout)))
            if enped==0:return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: PED file is empty!</b></font>")
            self.ui.Log_wdg_tab3.append("- Rows read in PLINK PED file (number of animals) : <b>%s</b>" % str(enped + 1))
            self.ui.Log_wdg_tab3.append("<font color=blue>- PED file updated: <b>%s</b></font><br><br>" % outnamped)
        self.ui.Log_wdg_tab3.append('<br><font color=green><b> PROGRAM ENDS OK! </b></font>')
Exemplo n.º 4
0
class Main(QtGui.QMainWindow):
    def __init__(self):
        QtGui.QMainWindow.__init__(self)
        self.ui = Ui_SNPConvert()
        self.ui.setupUi(self)

        ###############################################
        ###### TAB1 - Illumina MATRIX Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab1.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab1 = ''
        self.inputSnpMapFile_tab1 = ''
        self.ui.FinRep_tab1.clicked.connect(self.FinRep_open_tab1)
        self.ui.SnpMap_tab1.clicked.connect(self.SnpMap_open_tab1)
        #Setting linedit read (breed code)
        self.BrdCode_tab1 = 'UNKN_BRD'
        self.ui.BrdCode_tab1.setPlaceholderText(
            self.BrdCode_tab1)  #default (example) value
        self.ui.BrdCode_tab1.cursorPositionChanged.connect(
            self.BrdCodeChange_tab1)
        #Setting linedit read (output name)
        self.OutName_tab1 = 'Output_name'
        self.ui.OutName_tab1.setPlaceholderText(
            self.OutName_tab1)  #default (example) name
        self.ui.OutName_tab1.cursorPositionChanged.connect(
            self.OutNameChange_tab1)
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab1.clicked.connect(self.ConvertFile_run_tab1)

        ###############################################
        ###### TAB2 - Illumina ROW Format ##########
        ###############################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab2.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputFinRepFile_tab2 = ''
        self.inputSnpMap_tab2 = ''
        self.ui.FinRep_tab2.clicked.connect(self.FinRep_open_tab2)
        self.ui.SnpMap_tab2.clicked.connect(self.SnpMap_open_tab2)
        #Setting the combo box
        self.Chosen_allele = 'Forward'
        self.items = ('Forward', 'Top', 'AB')
        self.ui.AlleleCod_box_tab2.addItems(self.items)
        self.ui.AlleleCod_box_tab2.currentIndexChanged.connect(
            self.OutAlleleCoding_tab2)
        #Setting linedit read (breed code)
        self.BrdCode_tab2 = 'UNKN_BRD'
        self.ui.BrdCode_tab2.setPlaceholderText(
            self.BrdCode_tab2)  #default (example) value
        self.ui.BrdCode_tab2.cursorPositionChanged.connect(
            self.BrdCodeChange_tab2)
        #Setting linedit read (output name)
        self.OutName_tab2 = 'Output_name'
        self.ui.OutName_tab2.setPlaceholderText(
            self.OutName_tab2)  #default (example) name
        self.ui.OutName_tab2.cursorPositionChanged.connect(
            self.OutNameChange_tab2)
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab2.clicked.connect(self.ConvertFile_run_tab2)

        ################################
        ###### TAB3 - iConvert #########
        ################################
        #Setting log screen as readonly
        self.ui.Log_wdg_tab3.setReadOnly(True)
        #Setting action of buttons opening to Open file
        self.inputPedFile_tab3 = ''
        self.inputMapFile_tab3 = ''
        self.inputSnpChimpFile_tab3 = ''
        self.ui.PedFile_tab3.clicked.connect(self.PedFile_open_tab3)
        self.ui.MapFile_tab3.clicked.connect(self.MapFile_open_tab3)
        self.ui.SnpChimp_tab3.clicked.connect(self.SnpChimp_open_tab3)
        #Setting the combo box
        self.items1 = [
            'ILMN_Forward', 'ILMN_Top', 'ILMN_AB', 'AFFY_Forward', 'AFFY_AB',
            'NO_allele_conv'
        ]
        self.INChosen_allele = 'ILMN_Forward'
        self.ui.AlleleCodIn_box_tab3.addItems(self.items1)
        self.ui.AlleleCodIn_box_tab3.currentIndexChanged.connect(
            self.InAlleleCoding_tab3)

        self.items2 = [
            'ILMN_Top', 'ILMN_Forward', 'ILMN_AB', 'AFFY_Forward', 'AFFY_AB',
            'NO_allele_conv'
        ]
        self.OUTChosen_allele = 'ILMN_Top'
        self.ui.AlleleCodOut_box_tab3.addItems(self.items2)
        self.ui.AlleleCodOut_box_tab3.currentIndexChanged.connect(
            self.OutAlleleCoding_tab3)

        #Setting radio buttons
        self.UpdateMap = True
        self.ui.YesRadioButton_tab3.clicked.connect(self.YesRadio_clicked)
        self.ui.NoRadioButton_tab3.clicked.connect(self.NoRadio_clicked)

        #Setting linedit read (output name)
        self.OutName_tab3 = 'Output_name'
        self.ui.OutName_tab3.setPlaceholderText(
            self.OutName_tab3)  #default (example) name
        self.ui.OutName_tab3.cursorPositionChanged.connect(
            self.OutNameChange_tab3)
        #Setting action of buttons RUN
        self.ui.ConvertFile_tab3.clicked.connect(self.ConvertFile_run_tab3)

#####################################################################################################################
###### DEFS FOR TAB1 - Illumina MATRIX Format
#####################################################################################################################

    def FinRep_open_tab1(self):
        self.inputFinRepFile_tab1 = QtGui.QFileDialog.getOpenFileName(
            self, "Open FinalReport file", "Open FinalReport file",
            self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputFinRepFile_tab1.isEmpty():
            self.ui.Log_wdg_tab1.append(
                "<font color=red><b>WARNING:</b>FinalReport file not selected!</font>"
            )
        else:
            self.ui.Log_wdg_tab1.append(
                "FinalReport file selected <font color=green><b>OK</b></font>")

    def SnpMap_open_tab1(self):
        self.inputSnpMapFile_tab1 = QtGui.QFileDialog.getOpenFileName(
            self, "Open SNP map file", "Open SNP map file",
            self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputSnpMapFile_tab1.isEmpty():
            self.ui.Log_wdg_tab1.append(
                "<font color=red><b>WARNING:</b>SNP map file not selected!</font>"
            )
        else:
            self.ui.Log_wdg_tab1.append(
                "SNP map file selected <font color=green><b>OK</b></font>")

    def BrdCodeChange_tab1(self):
        self.BrdCode_tab1 = self.ui.BrdCode_tab1.text()

    def OutNameChange_tab1(self):
        self.OutName_tab1 = self.ui.OutName_tab1.text()

    def ConvertFile_run_tab1(self):
        ### Check that parameters are not void and replace values when possible (if not return an error message!)
        self.ui.Log_wdg_tab1.clear()
        if not self.inputFinRepFile_tab1 or self.inputFinRepFile_tab1.isEmpty(
        ):
            return self.ui.Log_wdg_tab1.append(
                "<font color=red><b>ERROR: Please select a FinalReport file!</b></font>"
            )
        if not self.inputSnpMapFile_tab1 or self.inputSnpMapFile_tab1.isEmpty(
        ):
            return self.ui.Log_wdg_tab1.append(
                "<font color=red><b>ERROR: Please select a SNP map file!</b></font>"
            )
        if not self.BrdCode_tab1: self.BrdCode_tab1 = 'UNKN_BRD'
        if not self.OutName_tab1: self.OutName_tab1 = 'Output_name'

        ### Print the options used
        self.ui.Log_wdg_tab1.append(
            "<b><i>PEDDA MATRIX software - ILMN Matrix --> PLINK</i></b>")
        self.ui.Log_wdg_tab1.append(
            "<i>Conversion and GUI coded by E.L.Nicolazzi (PTP)</i><br>")
        self.ui.Log_wdg_tab1.append("<b>PARAMETERS USED</i></b>")
        self.ui.Log_wdg_tab1.append(
            time.strftime("- Analysis run on %d/%m/%y at %H:%M:%S",
                          time.localtime()))
        self.ui.Log_wdg_tab1.append(" - FinalReport: <b>%s</b>" %
                                    self.inputFinRepFile_tab1)
        self.ui.Log_wdg_tab1.append(" - SNP map: <b>%s</b>" %
                                    self.inputSnpMapFile_tab1)
        self.ui.Log_wdg_tab1.append(" - Pop code: <b>%s</b>" %
                                    self.BrdCode_tab1)
        self.ui.Log_wdg_tab1.append(" - Output name: <b>%s</b><br>" %
                                    self.OutName_tab1)

        ### Start processing the Map file first
        self.ui.Log_wdg_tab1.append("<b>A) Processing SnpMap file</b>")
        conv = {}
        chroms = {}
        for a in open(self.inputSnpMapFile_tab1):
            if 'chromosome' in a.lower():
                continue  #.lower is used to avoid problems with capital letters
            # Automatic identifier of the separator (at least 4 fields should be enough)
            try:
                if len(a.strip().split(',')) > 5:
                    line = a.strip().split(',')[:5]
                    nn, snpid, cro, pos, rest = line
                elif len(a.strip().split('\t')) > 5:
                    line = a.strip().split('\t')[:5]
                    nn, snpid, cro, pos, rest = line
                else:
                    line = a.strip().split()[:5]
                    nn, snpid, cro, pos, rest = line
            except:
                return self.ui.Log_wdg_tab1.append(
                    "<font color=red><b>ERROR: Bad/Corrupt SNP map file! Please check the file and make sure it is an (original) Illumina SnpMap file!</b></font>"
                )
            conv[snpid] = (
                cro, pos
            )  #This dictionary keeps map info related to the SNP name
            chroms[cro] = 0  #This dictionary is useful only to inform the user
        self.ui.Log_wdg_tab1.append(
            "====> Total number of SNPs processed: <b>%s</b>" % len(conv))
        self.ui.Log_wdg_tab1.append(
            "====> Total number of chromosomes found: <b>%s</b>" % len(chroms))
        self.ui.Log_wdg_tab1.append(
            "====> List of chromosomes found: <b>%s</b><br>" %
            ','.join(sorted(chroms.keys())))

        #Adapt slashes to unix/mac or Windows
        direct_name = os.path.abspath(
            os.path.dirname(str(self.inputFinRepFile_tab1)))
        if '/' in direct_name: slsh = '/'
        else: slsh = '\\'
        #Rebuild the (full) path of the original inputFinRepFile_tab1 - for compatibility with Windows
        #Open the output files
        outnam = direct_name + slsh + self.OutName_tab1
        outgen = open(outnam + '.ped', 'w')
        outmap = open(outnam + '.map', 'w')

        ### Start processing the genotypes
        self.ui.Log_wdg_tab1.append("<b>B) Processing FinalReport file</b>")
        readfrom = False
        genos = []
        anims = []
        n = 0
        for en, a in enumerate(open(self.inputFinRepFile_tab1)):
            if '[data]' in a.lower(
            ):  #.lower is used to avoid problems with capital letters
                readfrom = True
                continue
            if not readfrom: continue  # Skip the header of the illumina file
            n += 1  # Start counting SNPs
            # Automatic identifier of the file separator
            if len(a.strip().split(',')) >= 2:
                line = a.strip().split(',')
                sep = ','
            elif len(a.strip().split('\t')) >= 2:
                line = a.strip().split('\t')
                sep = '\t'
            else:
                line = a.strip().split()
                sep = ' '
            # This is the first line containing the IDs of individuals
            if n == 1:
                for x in range(len(line)):
                    if x == 0: continue
                    anims.append(line[x])  # keep trace of individual IDs
                    genos.append([])
                    genos.append([])  # create a list n.individuals long x2
                continue  # Jump to the genotypes
            #If it is a , or \t separator, do it easy, otherise
            snp, geno = a.strip().split(sep, 1)
            geno.strip()
            #Write the Map file as soon as it is read (to maintain the order)
            try:
                outmap.write('%s %s 0 %s\n' %
                             (conv[snp][0], snp, conv[snp][1]))
            except:
                return self.ui.Log_wdg_tab1.append(
                    "<font color=red><b>ERROR: Map file writing failed at row"
                    + str(en + 1) + ". Missing snp in Map?? </b></font>")
            #read the genotype line as long string separated by...
            if sep == ',' or sep == '\t':
                geno = geno.replace('-', '0').strip().split(sep)
            else:
                geno = geno.replace('-', '0').strip().split()
            # Keep genos in memory (in order)
            for x in range(len(geno)):
                genos[x].append(geno[x])
        #check if reading of the file went ok.
        if not n:
            return self.ui.Log_wdg_tab1.append(
                "<font color=red><b>ERROR: Bad/Corrupt FinalReport file! Please check the file!</b></font>"
            )
        self.ui.Log_wdg_tab1.append(
            "====> Total number of INDIVIDUALS processed: <b>%s</b><br>" %
            len(geno))
        self.ui.Log_wdg_tab1.append("<b>C) Writing output files</b>")

        for x in range(len(anims)):
            gty = [
                genos[x][i][0] + ' ' + genos[x][i][1]
                for i in range(len(genos[x]))
            ]
            outgen.write('%s %s 0 0 0 0 %s\n' %
                         (self.BrdCode_tab1, anims[x], ' '.join(gty)))
        self.ui.Log_wdg_tab1.append(
            "<br><br>====> Bazinga! <font color=green><b><i>Conversion run OK!</i></b></font>"
        )
        self.ui.Log_wdg_tab1.append(
            "<font color=blue>PED file available: <b>" + outnam +
            '.ped</b></font>')
        self.ui.Log_wdg_tab1.append(
            "<font color=blue>MAP file available: <b>" + outnam +
            '.map</b></font>')


#####################################################################################################################
###### DEFS FOR TAB2 - Illumina ROW Format
#####################################################################################################################

    def FinRep_open_tab2(self):
        self.inputFinRepFile_tab2 = QtGui.QFileDialog.getOpenFileName(
            self, "Open FinalReport file", "Open FinalReport file",
            self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputFinRepFile_tab2.isEmpty():
            self.ui.Log_wdg_tab2.append(
                "<font color=red><b>WARNING:</b>FinalReport file not selected!</font>"
            )
        else:
            self.ui.Log_wdg_tab2.append(
                "FinalReport file selected <font color=green><b>OK</b></font>")

    def SnpMap_open_tab2(self):
        self.inputSnpMapFile_tab2 = QtGui.QFileDialog.getOpenFileName(
            self, "Open SNP map file", "Open SNP map file",
            self.tr("TXT Files (*.txt);;CSV Files (*.csv);;All Files (*)"))
        if self.inputSnpMapFile_tab2.isEmpty():
            self.ui.Log_wdg_tab2.append(
                "<font color=red><b>WARNING:</b>SNP map file not selected!</font>"
            )
        else:
            self.ui.Log_wdg_tab2.append(
                "SNP map file selected <font color=green><b>OK</b></font>")

    def OutAlleleCoding_tab2(self, indice):
        self.Chosen_allele = self.items[indice]

    def BrdCodeChange_tab2(self):
        self.BrdCode_tab2 = self.ui.BrdCode_tab2.text()

    def OutNameChange_tab2(self):
        self.OutName_tab2 = self.ui.OutName_tab2.text()

    def ConvertFile_run_tab2(self):
        ### Check that parameters are not void and replace values when possible (if not return an error message!)
        self.ui.Log_wdg_tab2.clear()
        if not self.inputFinRepFile_tab2 or self.inputFinRepFile_tab2.isEmpty(
        ):
            return self.ui.Log_wdg_tab2.append(
                "<font color=red><b>ERROR: Please select a FinalReport file!</b></font>"
            )
        if not self.inputSnpMapFile_tab2 or self.inputSnpMapFile_tab2.isEmpty(
        ):
            return self.ui.Log_wdg_tab2.append(
                "<font color=red><b>ERROR: Please select a SNP map file!</b></font>"
            )
        if not self.BrdCode_tab2: self.BrdCode_tab2 = 'UNKN_BRD'
        if not self.OutName_tab2: self.OutName_tab2 = 'Output_name'

        ### Print the options used
        self.ui.Log_wdg_tab2.append(
            "<b><i>Pedda ROW software - ILMN ROW --> PLINK</i></b>")
        self.ui.Log_wdg_tab2.append(
            "<i>Conversion and GUI coded by E.L.Nicolazzi (PTP)</i><br>")
        self.ui.Log_wdg_tab2.append("<b>PARAMETERS USED</i></b>")
        self.ui.Log_wdg_tab2.append(
            time.strftime("- Analysis run on %d/%m/%y at %H:%M:%S",
                          time.localtime()))
        self.ui.Log_wdg_tab2.append(" - FinalReport: <b>%s</b>" %
                                    self.inputFinRepFile_tab2)
        self.ui.Log_wdg_tab2.append(" - SNP map: <b>%s</b>" %
                                    self.inputSnpMapFile_tab2)
        self.ui.Log_wdg_tab2.append(" - Output allele coding: <b>%s</b>" %
                                    self.Chosen_allele)
        self.ui.Log_wdg_tab2.append(" - Pop code: <b>%s</b>" %
                                    self.BrdCode_tab2)
        self.ui.Log_wdg_tab2.append(" - Output name: <b>%s</b><br>" %
                                    self.OutName_tab2)

        self.ui.Log_wdg_tab2.append("<b>A) Processing SNP map file file</b>")
        conv = {}
        chroms = {}
        for a in open(self.inputSnpMapFile_tab2):
            if 'chromosome' in a.lower():
                continue  #.lower is used to avoid problems with capital letters
            # Automatic identifier of the separator (at least 4 fields should be enough)
            try:
                if len(a.strip().split(',')) > 5:
                    line = a.strip().split(',')[:5]
                    nn, snpid, cro, pos, rest = line
                elif len(a.strip().split('\t')) > 5:
                    line = a.strip().split('\t')[:5]
                    nn, snpid, cro, pos, rest = line
                else:
                    line = a.strip().split()[:5]
                    nn, snpid, cro, pos, rest = line
            except:
                return self.ui.Log_wdg_tab2.append(
                    "<font color=red><b>ERROR: Bad/Corrupt SNP map file! Please check the file and make sure it is an (original) Illumina SnpMap file!</b></font>"
                )
            conv[snpid] = (
                cro, pos
            )  #This dictionary keeps map info related to the SNP name
            chroms[cro] = 0  #This dictionary is useful only to inform the user
        self.ui.Log_wdg_tab2.append(
            "====> Total number of SNPs processed: <b>%s</b>" % len(conv))
        self.ui.Log_wdg_tab2.append(
            "====> Total number of chromosomes found: <b>%s</b>" % len(chroms))
        self.ui.Log_wdg_tab2.append(
            "====> List of chromosomes found: <b>%s</b><br>" %
            ','.join(sorted(chroms.keys())))

        ### Start processing the Map file first
        self.ui.Log_wdg_tab2.append("<b>B) Processing FinRep file</b>")
        direct_name = os.path.abspath(
            os.path.dirname(str(self.inputFinRepFile_tab2)))
        if '/' in direct_name: slsh = '/'
        else: slsh = '\\'
        #Rebuild the (full) path of the original inputFinRepFile_tab1 - for compatibility with Windows
        #Open the output files
        outnam = direct_name + slsh + self.OutName_tab2
        outgen = open(outnam + '.ped', 'w')
        outmap = open(outnam + '.map', 'w')
        readfrom = False
        SNPname = []
        c = 0
        anim = -1
        snp = 0

        for en, a in enumerate(open(self.inputFinRepFile_tab2)):
            if 'allele1' in a.lower():
                readfrom = True
                if len(a.strip().split(',')) >= 3:
                    sep = ','
                    line = a.lower().strip().split(sep)
                elif len(a.strip().split('\t')) >= 3:
                    sep = '\t'
                    line = a.lower().strip().split(sep)
                else:
                    sep = ''
                    line = a.lower().strip().split()
                ### Seraching for 'SNP name' header
                if not 'snp name' in line and not 'snpname' in line:
                    return self.ui.Log_wdg_tab2.append(
                        "<font color=red><b>ERROR:</b> The header does not contain the required information: 'SNP name' or 'SNPname' (not case sensitive)<\font><br>"
                    )
                else:
                    try:
                        SNPid_pos = line.index('snp name')
                    except:
                        SNPid_pos = line.index('snpname')
                ### Searching for 'Sample ID' header
                if not 'sample id' in line and not 'sampleid' in line:
                    return self.ui.Log_wdg_tab2.append(
                        "<font color=red><b>ERROR:</b> The header does not contain the required information: 'Sample ID' or 'SampleId' (not case sensitive)<\font><br>"
                    )
                else:
                    try:
                        INDid_pos = line.index('sample id')
                    except:
                        INDid_pos = line.index('sampleid')
                ### Searching for the required allele coding format.
                if not 'allele1 - ' + self.Chosen_allele.lower() in line:
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red><b>ERROR:</b> The header does not contain the chosen allele coding: Allele1 - "
                        + self.Chosen_allele + '<\font><br>')
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> Header read:'<b><i>" + a +
                        "'</i></b></font><br>")
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> Possible causes: </font>")
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> - The requested allele format is not present in your header <i>[SOLUTION: choose an allele format that is available]</i></font>"
                    )
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> - The header in the Illumina header has changed (no 'Allele1 - "
                        + self.Chosen_allele +
                        "' field is present - not case sensitive) <i>[SOLUTION: Contact [email protected], or if you know how to code in python, change the if string related to this]</i></font>"
                    )
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> - The FinalReport file separator is not right <i>[SOLUTION: Contact [email protected], or if you know how to code in python, change the if string related to this]</i></font>"
                    )
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> - The FinalReport file is in Matrix format <i>[SOLUTION: Use the 'Illumina MATRIX format' tag instead]</i></font>"
                    )
                    self.ui.Log_wdg_tab2.append(
                        "<font color=red> - Other <i>[SOLUTION: Contact [email protected] ... send me the header (e.g. first 10 rows) of the FinalReport file you're using]</i></font>"
                    )
                    return
                else:
                    alle_pos1 = line.index('allele1 - ' +
                                           self.Chosen_allele.lower())
                    alle_pos2 = alle_pos1 + 1
                    continue

            if not readfrom: continue
            if sep: line = a.strip().split(sep)
            else: line = a.strip().split()
            if alle_pos2 > len(line):
                return self.ui.Log_wdg_tab2.append("<font color=red><b>ERROR:</b> Probable error in the separator.. Position of Allele2 found in "+str(alle_pos2)+", but length of line in row "+str(en)+" is "+str(len(line))+" !!</font><br>"+\
                                                   "<font color=red>Please check your choice of separator is correct and that you don't have strange fields in you FinalReport file!</font>")
            snp_name = line[SNPid_pos]
            if not conv.has_key(snp_name):
                return self.ui.Log_wdg_tab2.append(
                    "<font color=red><b>ERROR:</b> SNP name: " + snp_name +
                    " in FinalReport file not found in SNP map file!</font><br>"
                )
            id_sample = line[INDid_pos]
            alle1 = line[alle_pos1]
            alle2 = line[alle_pos2]
            if alle1 == '-': alle1 = '0'
            if alle2 == '-': alle2 = '0'
            c += 1
            if c == 1:
                snp = -1
                geno = []
                name = []
                name.append(id_sample)
            if id_sample in name:
                geno.append(alle1 + ' ' + alle2)
                snp += 1
                if len(name) == 1:
                    outmap.write(
                        '%s %s 0 %s\n' %
                        (conv[snp_name][0], snp_name, conv[snp_name][1]))
                    SNPname.append(snp_name)
                else:
                    if snp_name != SNPname[snp]:
                        return self.ui.Log_wdg_tab2.append(
                            "The order of the SNPs in the different individuals is consistent. Check "
                            + snp_name + " and " + SNPname[snp])
            else:
                snp = 0
                anim += 1
                outgen.write('%s %s 0 0 0 -9 %s\n' %
                             (self.BrdCode_tab2, name[anim], ' '.join(geno)))
                self.ui.Log_wdg_tab2.append('Finshed processing individual: ' +
                                            name[anim] + ' - Total SNPs: ' +
                                            str(len(geno)))
                geno = []
                geno.append(alle1 + ' ' + alle2)
                name.append(id_sample)

        outgen.write('%s %s 0 0 0 -9 %s\n' %
                     (self.BrdCode_tab2, id_sample, ' '.join(geno)))
        anim += 2
        self.ui.Log_wdg_tab2.append('Finshed processing individual: ' +
                                    id_sample + ' - Total SNPs: ' +
                                    str(len(geno)))
        self.ui.Log_wdg_tab2.append(
            '<br><b>====> Total number of INDIVIDUALS processed: ' +
            str(anim) + '</b><br><br>')
        self.ui.Log_wdg_tab2.append(
            "====> Bazinga! <font color=green><b><i>Conversion run OK!</i></b></font>"
        )
        self.ui.Log_wdg_tab2.append(
            "<font color=blue>PED file available: <b>" + outnam +
            '.ped</b></font>')
        self.ui.Log_wdg_tab2.append(
            "<font color=blue>MAP file available: <b>" + outnam +
            '.map</b></font>')

    def PedFile_open_tab3(self):
        self.inputPedFile_tab3 = QtGui.QFileDialog.getOpenFileName(
            self, "Open PED file", "Open PED file",
            self.tr("PED files (*.ped);;All files (*)"))
        if self.inputPedFile_tab3.isEmpty():
            self.ui.Log_wdg_tab3.append(
                "<font color=red><b>WARNING:</b>PED file not selected!</font>")
        else:
            self.ui.Log_wdg_tab3.append(
                "PED file selected <font color=green><b>OK</b></font>")

    def MapFile_open_tab3(self):
        self.inputMapFile_tab3 = QtGui.QFileDialog.getOpenFileName(
            self, "Open MAP file", "Open MAP file",
            self.tr("MAP files (*.map);;All files (*)"))
        if self.inputMapFile_tab3.isEmpty():
            self.ui.Log_wdg_tab3.append(
                "<font color=red><b>WARNING:</b>MAP file not selected!</font>")
        else:
            self.ui.Log_wdg_tab3.append(
                "MAP file selected <font color=green><b>OK</b></font>")

    def SnpChimp_open_tab3(self):
        self.inputSnpChimpFile_tab3 = QtGui.QFileDialog.getOpenFileName(
            self, "Open SNPchimp_v3 file", "Open SNPchimp_v3 file",
            self.tr("CSV files (*.csv);; TSV files (*.tsv);; All Files (*)"))
        if self.inputSnpChimpFile_tab3.isEmpty():
            self.ui.Log_wdg_tab3.append(
                "<font color=red><b>WARNING:</b>SNPchimp_v3 file not selected!</font>"
            )
        else:
            self.ui.Log_wdg_tab3.append(
                "SNPchimp_v3 file selected <font color=green><b>OK</b></font>")

    def InAlleleCoding_tab3(self, indice):
        self.INChosen_allele = self.items1[indice]

    def YesRadio_clicked(self):
        self.UpdateMap = True

    def NoRadio_clicked(self):
        self.UpdateMap = False

    def OutAlleleCoding_tab3(self, indice):
        self.OUTChosen_allele = self.items2[indice]

    def OutNameChange_tab3(self):
        self.OutName_tab3 = self.ui.OutName_tab3.text()

    def ConvertFile_run_tab3(self):
        #Clear screen
        self.ui.Log_wdg_tab3.clear()
        #Only update map info (do not ask for ped file
        if self.INChosen_allele == 'NO_allele_conv' and self.OUTChosen_allele == 'NO_allele_conv':
            onlymap = True
        else:
            onlymap = False
        if not onlymap:
            if not self.inputPedFile_tab3 or self.inputPedFile_tab3.isEmpty():
                return self.ui.Log_wdg_tab3.append(
                    "<font color=red><b>ERROR: Please select a PED file!</b></font>"
                )
        if not self.inputMapFile_tab3 or self.inputMapFile_tab3.isEmpty():
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Please select a MAP file!</b></font>"
            )
        if not self.inputSnpChimpFile_tab3 or self.inputSnpChimpFile_tab3.isEmpty(
        ):
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Please select a SNPchimp_v3 file! (visit http://bioinformatics.tecnoparco.org/SNPchimp/)</b></font>"
            )
        if not str(self.inputSnpChimpFile_tab3[-3:]).lower() in ['csv', 'tsv']:
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Original SNPchimp v.3 files are csv (comma separated) or tsv (tab separated).</b></font>"
            )
        if not self.OutName_tab3: self.OutName_tab3 = 'Output_name'
        if not onlymap:
            if self.INChosen_allele == self.OUTChosen_allele:
                return self.ui.Log_wdg_tab3.append(
                    "<font color=red><b>ERROR: Input and Output allele coding MUST be different!</b></font>"
                )
        if self.INChosen_allele[:
                                4] == 'ILMN' and self.OUTChosen_allele[:
                                                                       4] != 'ILMN':
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Input and Output allele coding MUST be compatible (ILMN-ILMN, AFFY-AFFY or NO-NO)!</b></font>"
            )
        if self.INChosen_allele[:
                                4] == 'AFFY' and self.OUTChosen_allele[:
                                                                       4] != 'AFFY':
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Input and Output allele coding MUST be compatible (ILMN-ILMN, AFFY-AFFY or NO-NO)!</b></font>"
            )
        if self.INChosen_allele[:
                                2] == 'NO' and self.OUTChosen_allele[:
                                                                     2] != 'NO':
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Input and Output allele coding MUST be compatible (ILMN-ILMN, AFFY-AFFY or NO-NO)!</b></font>"
            )

        if os.path.basename(str(
                self.inputPedFile_tab3)) == self.OutName_tab3 + '.ped':
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Bad output name - Must be different from PED filename!</b></font>"
            )
        if os.path.basename(str(
                self.inputMapFile_tab3)) == self.OutName_tab3 + '.map':
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Bad output name - Must be different from MAP filename!</b></font>"
            )

        ### Print the options used
        answer = {True: 'Yes', False: 'No'}
        self.ui.Log_wdg_tab3.append(
            "<b><i>iConvert software - Allele conversion and map update <i></b>"
        )
        self.ui.Log_wdg_tab3.append(
            "<i>Software and GUI coded by E.L.Nicolazzi (PTP)</i><br>")
        self.ui.Log_wdg_tab3.append("<b>PARAMETERS USED</i></b>")
        self.ui.Log_wdg_tab3.append(
            time.strftime("- Analysis run on %d/%m/%y at %H:%M:%S",
                          time.localtime()))
        self.ui.Log_wdg_tab3.append(" - PLINK fmt - Ped file: <b>%s</b>" %
                                    self.inputPedFile_tab3)
        self.ui.Log_wdg_tab3.append(" - PLINK fmt - Map file: <b>%s</b>" %
                                    self.inputMapFile_tab3)
        self.ui.Log_wdg_tab3.append(" - SNPchimp v.3 file   : <b>%s</b>" %
                                    self.inputSnpChimpFile_tab3)
        self.ui.Log_wdg_tab3.append(" - Input allele coding : <b>%s</b><br>" %
                                    self.INChosen_allele)
        self.ui.Log_wdg_tab3.append(" - Map update requested: <b>%s</b><br>" %
                                    answer[self.UpdateMap])
        self.ui.Log_wdg_tab3.append(" - Output allele coding: <b>%s</b>" %
                                    self.OUTChosen_allele)
        self.ui.Log_wdg_tab3.append(" - Output name         : <b>%s</b><br>" %
                                    self.OutName_tab3)

        self.ui.Log_wdg_tab3.append(
            "<br><b>A) Processing SNPchimp v.3 file file</b><br>")
        othinfo = []
        chips = {}
        SNPdata = {}
        formats = [0, 0]
        SEP = ','
        if self.UpdateMap: mapupd = {}

        readfrom = False
        for en, line in enumerate(open(self.inputSnpChimpFile_tab3)):
            if str(self.inputSnpChimpFile_tab3[-3:]).lower() == 'csv':
                SEP = ','
            elif str(self.inputSnpChimpFile_tab3[-3:]).lower() == 'tsv':
                SEP = '\t'
            if 'chip_name' in line.lower():
                readfrom = True
                hlin = line.lower().strip().split(SEP)
                ####### FILE header and stuff checks
                #Check SEPARATOR is right
                if len(hlin) < 3:
                    return self.ui.Log_wdg_tab3.append(
                        "<font color=red><b>ERROR: SNPchimp v.3 separator is not comma or tab, as assumed by the extension name - Download original SNPchimp v.3 files and try again</b></font>"
                    )
                # Check if user choices are coherent with the infor in SNPchimp v.3
                if self.INChosen_allele == 'ILMN_Top' or self.OUTChosen_allele == 'ILMN_Top':
                    try:
                        head_finder = hlin.index('alleles_a_b_top')
                        if self.INChosen_allele == 'ILMN_Top':
                            formats[0] = head_finder
                        else:
                            formats[1] = head_finder
                    except ValueError:
                        return self.ui.Log_wdg_tab3.append(
                            "<font color=red><b>ERROR: SNPchimp v.3 file does not contain the required Illumina TOP allele coding</b></font>"
                        )
                if self.INChosen_allele == 'ILMN_Forward' or self.OUTChosen_allele == 'ILMN_Forward':
                    try:
                        head_finder = hlin.index('alleles_a_b_forward')
                        if self.INChosen_allele == 'ILMN_Forward':
                            formats[0] = head_finder
                        else:
                            formats[1] = head_finder
                    except ValueError:
                        return self.ui.Log_wdg_tab3.append(
                            "<font color=red><b>ERROR: SNPchimp v.3 file does not contain the required Illumina FORWARD allele coding</b></font>"
                        )
                if self.INChosen_allele == 'AFFY_Forward' or self.OUTChosen_allele == 'AFFY_Forward':
                    try:
                        head_finder = hlin.index('alleles_a_b_affymetrix')
                        if self.INChosen_allele == 'AFFY_Forward':
                            formats[0] = head_finder
                        else:
                            formats[1] = head_finder
                    except ValueError:
                        return self.ui.Log_wdg_tab3.append(
                            "<font color=red><b>ERROR: SNPchimp v.3 file does not contain the required Affymetrix FORWARD allele coding</b></font>"
                        )
                # Check accessory information is there, otherwise stop
                try:
                    othinfo.append(hlin.index('chip_name'))
                    othinfo.append(hlin.index('chromosome'))
                    othinfo.append(hlin.index('position'))
                    othinfo.append(hlin.index('snp_name'))
                    continue
                except ValueError:
                    return self.ui.Log_wdg_tab3.append(
                        "<font color=red><b>ERROR:'chip name', 'chromosome', 'position' and 'SNP_name' header variables not found. These are always present in SNPchiMp downloaded files!</b></font>"
                    )
            if not readfrom: continue
            lista = line.strip().split(SEP)
            # Keep only useful info (skip other not wanted chips)
            if not chips.has_key(lista[othinfo[0]]):
                chips[lista[othinfo[0]]] = 0
            if 'AFFY' in self.INChosen_allele:
                if not 'Bov_AffyHD' in lista[0]: continue
            if 'ILMN' in self.INChosen_allele:
                if 'Bov_AffyHD' in lista[0]: continue
            # Keep SNPchimp map information only if required by the user.
            if self.UpdateMap:
                mapupd[lista[othinfo[3]]] = [
                    lista[othinfo[1]], lista[othinfo[2]]
                ]
            # If INPUT allele format is AB, use AB as IN and custom allele format as OUT
            if self.INChosen_allele == 'ILMN_AB' or self.INChosen_allele == 'AFFY_AB':
                SNPdata[lista[othinfo[3]]] = {
                    'A': lista[formats[1]][0],
                    'B': lista[formats[1]][2]
                }
            # If OUTPUT allele format is AB, use AB as OUT and custom allele in format as IN
            elif self.OUTChosen_allele == 'ILMN_AB' or self.OUTChosen_allele == 'AFFY_AB':
                SNPdata[lista[othinfo[3]]] = {
                    lista[formats[0]][0]: 'A',
                    lista[formats[0]][2]: 'B'
                }
            else:
                SNPdata[lista[othinfo[3]]] = {
                    lista[formats[0]][0]: lista[formats[1]][0],
                    lista[formats[0]][2]: lista[formats[1]][2]
                }

        if en == 0:
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: SNPchimp file is empty!</b></font>")
        if len(SNPdata) == 0:
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: Problem reading SNPchimp file! Probable causes: file is empty, conversion info is not available or header is incorrect</b></font>"
            )
        if len(chips) > 1:
            self.ui.Log_wdg_tab3.append(
                "<font color=orange><b>WARNING: More than 1 chip in SNPchimp file. This might result in incorrect allele conversion!</b></font>"
            )
        self.ui.Log_wdg_tab3.append(
            "- Rows read in SNP chimp file :<b>%s</b>" % str(en + 1))
        self.ui.Log_wdg_tab3.append(
            "- SNPs with allele conversion information available :<b>%s</b>" %
            str(len(SNPdata)))

        ###### Process Map file
        self.ui.Log_wdg_tab3.append(
            "<br><b>B) Processing PLINK MAP file and converting map information (if required)</b><br>"
        )
        maporder = []
        convert = []
        tab = False
        # Create new file if new remapping is needed
        if self.UpdateMap:
            #Adapt slashes to unix/mac or Windows
            direct_name = os.path.abspath(
                os.path.dirname(str(self.inputMapFile_tab3)))
            if '/' in direct_name: slsh = '/'
            else: slsh = '\\'
            #Rebuild the (full) path of the original inputMapFile_tab3 - for compatibility with Windows
            outnammap = direct_name + slsh + self.OutName_tab3 + '.map'
            remap = open(outnammap, 'w')
        enmap = 0
        for enm, line in enumerate(open(self.inputMapFile_tab3)):
            #Check for tab or blank space spearator (only these 2 are accepted here)
            if enm == 0: test = line.strip().split('\t')
            if len(
                    test
            ) == 4:  # Warning: this only accepts "normal" MAP files (no --map3 or other options are allowed)
                linea = line.strip().split('\t')
                tab = True
            else:
                linea = line.strip().split()
            if len(linea) == 0: continue  # Skips void lines
            enmap += 1
            snp = linea[1]
            maporder.append(snp)
            if not SNPdata.has_key(linea[1]):
                return self.ui.Log_wdg_tab3.append(
                    "<font color=red><b>ERROR: SNP: " + snp +
                    " not found in SNPchimp file. Probable causes: you downloaded the wrong SNPchip or modified SNP names </b></font>"
                )
            else:
                convert.append(SNPdata[linea[1]])
            if self.UpdateMap:
                remap.write('%s %s %s %s\n' %
                            (mapupd[snp][0], snp, linea[2], mapupd[snp][1]))
        if enmap == 0:
            return self.ui.Log_wdg_tab3.append(
                "<font color=red><b>ERROR: MAP file is empty!</b></font>")
        self.ui.Log_wdg_tab3.append(
            "- Rows read in PLINK MAP file (number of SNPs) : <b>%s</b>" %
            str(enmap))
        if self.UpdateMap:
            self.ui.Log_wdg_tab3.append(
                "<font color=blue>- MAP file updated: <b>%s</b></font>" %
                outnammap)

        # Process PED file (if required)
        if not onlymap:
            self.ui.Log_wdg_tab3.append(
                "<br><b>C) Processing PLINK PED file and converting allele format</b><br>"
            )
            tab = False
            #Get full path of PED file
            #Adapt slashes to unix/mac or Windows
            direct_name = os.path.abspath(
                os.path.dirname(str(self.inputMapFile_tab3)))
            if '/' in direct_name: slsh = '/'
            else: slsh = '\\'
            #Rebuild the (full) path of the original inputMapFile_tab3 - for compatibility with Windows
            outnamped = direct_name + slsh + self.OutName_tab3 + '.ped'

            reped = open(outnamped, 'w')
            #Read ped file
            enped = 0
            for enped, line in enumerate(open(self.inputPedFile_tab3)):
                if enped == 0:
                    test = line.strip().split('\t')
                    if len(test) == (6 + enmap * 2): tab = True
                if tab: pedline = line.strip().split('\t')
                else: pedline = line.strip().split()
                if (enmap * 2 + 6) != len(pedline):
                    return self.ui.Log_wdg_tab3.append(
                        "<font color=red><b>ERROR: Number of SNPs in PLINK MAP ("
                        + str(enmap) + ") should result in " +
                        str(enmap * 2 + 6) + " columns PLINK PED but found " +
                        str(len(pedline)) +
                        "<br>Check your .ped and .map files. Usually the problem is in the first line(s)...</font><br>"
                    )
                genotypes = [
                    pedline[6 + x] + pedline[7 + x]
                    for x in range(0, (enmap * 2) - 1, 2)
                ]
                seq = -1
                genout = []
                nfailed = 0
                name_snps = []
                for alle in genotypes:
                    seq += 1
                    alle1 = alle[0]
                    alle2 = alle[1]
                    if alle1 == '0' or alle1 == '?':
                        genout.append('0')
                        genout.append('0')
                        continue
                    try:
                        genout.append(convert[seq][alle1])
                        genout.append(convert[seq][alle2])
                    except KeyError:
                        nfailed += 1
                        name_snps.append(maporder[seq])
                if nfailed:
                    return self.ui.Log_wdg_tab3.append("<font color=red><b>ERROR: Individual " + pedline[1] + " failed conversion for " + str(nfailed) + \
                                                       " SNPs [ "+', '.join(name_snps)+"]. Probably their INPUT allele coding format is not as specified</font>")
                reped.write('%s %s\n' %
                            (' '.join(pedline[:6]), ' '.join(genout)))
            if enped == 0:
                return self.ui.Log_wdg_tab3.append(
                    "<font color=red><b>ERROR: PED file is empty!</b></font>")
            self.ui.Log_wdg_tab3.append(
                "- Rows read in PLINK PED file (number of animals) : <b>%s</b>"
                % str(enped + 1))
            self.ui.Log_wdg_tab3.append(
                "<font color=blue>- PED file updated: <b>%s</b></font><br><br>"
                % outnamped)
        self.ui.Log_wdg_tab3.append(
            '<br><font color=green><b> PROGRAM ENDS OK! </b></font>')