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how_to:studio:calculator [2015/06/29 16:00]
132.168.72.206 créée
how_to:studio:calculator [2015/06/30 10:00] (current)
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-{{:​how_to:​studio:​calculator.png}}+====== Calculator ====== 
 + 
 +Calculator lets you write python scripts to manipulate freely viewed data. 
 + 
 +1) To open the calculator, click on the calculator icon (not available on all views for the moment) 
 + 
 +On the left part of the calculator, you can access to all viewed data, double click to add a table or a column to the script. 
 + 
 +2) Write your python script on the text area 
 + 
 +3) Execute it by clicking on the green Arrow. 
 + 
 +4) When the script has been executed, the results of the calculations (variables, new columns) are available in the "​Results"​ tab. Double click on a new column to add it to the table. Or like in the example, directly add the column to the table programmatically. 
 + 
 + 
 +{{:​how_to:​studio:​calculatorV2.png}} 
 + 
 +==== Examples ==== 
 + 
 +=== Script to calculate a log column === 
 + 
 +<​code>​ 
 +#### Algorithm to calculate the logarithm of a column #### 
 + 
 +# get the Table 3 which corresponds to table newSC Quanti Protein Set 
 +t = Table.get(3) 
 + 
 +# get the constant column 10 of the table t ( Specific SC column) 
 +# mutable() is called to be able to modify data 
 +specificSCCol = t[10].mutable() 
 + 
 +# number of rows of the column 
 + nb = len(specificSCCol) 
 + 
 +# loop on the data of the column 
 +for i in range (0,nb):  
 +    # calculate the log (NaN values for errors) 
 +    v = specificSCCol[i] 
 +    if v <= 0: 
 +         ​specificSCCol[i] = float('​NaN'​) ​  
 +    else: 
 +         ​specificSCCol[i] = math.log(v) 
 + 
 +# set the column name which will be used to the user 
 +specificSCCol.setColumnName("​log(specificSC)"​) 
 + 
 +# add the created column to the table t 
 +t.addColumn(specificSCCol) 
 +</​code>​ 
 + 
 +=== Script to perform a difference and a mean between two columns === 
 + 
 +<​code>​ 
 +#### Algorithm to perform a difference and a mean between two columns #### 
 + 
 +t = Table.get(9) 
 +colAbundance1 = t[3] 
 +colAbundance2 = t[5] 
 + 
 +# difference between two columns 
 +colDiff = colAbundance1-colAbundance2 
 + 
 +# set the name of the column 
 +colDiff.setColumnName("​diff"​) 
 + 
 + 
 +# mean between two columns 
 +colMean = (colAbundance1+colAbundance2)/​2 
 + 
 +# set the name of the column 
 +colMean.setColumnName("​mean"​) 
 + 
 +# add columns to the table 
 +t.addColumn(colDiff) 
 +t.addColumn(colMean) 
 +</​code>​ 
 + 
 +=== Script to perform a perform a pvalue and a ttd on a XIC quantitation table === 
 + 
 +<​code>​ 
 +#### Algorithm to perform a pvalue and a ttd on abundances column of a XIC quantitation #### 
 +t = Table.get(1) 
 + 
 +pvalueCol = Stats.pvalue( (t[2], t[3]), (t[4],t[5]) ) 
 +ttdCol = Stats.ttd( (t[2], t[3]), (t[4],t[5]) ) 
 + 
 +pvalueCol.setColumnName("​pvalue"​) 
 +ttdCol.setColumnName("​ttd"​) 
 + 
 +t.addColumn(pvalueCol) 
 +t.addColumn(ttdCol) 
 +</​code>​ 
 + 
how_to/studio/calculator.1435586444.txt.gz · Last modified: 2015/06/29 16:00 by 132.168.72.206