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how_to:studio:calculator [2015/06/29 16:19] 132.168.72.206 |
how_to:studio:calculator [2015/06/30 10:00] (current) 132.168.72.237 |
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====== Calculator ====== | ====== Calculator ====== | ||
- | Calculator let you write python scripts to manipulate freely viewed data. | + | 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) | 1) To open the calculator, click on the calculator icon (not available on all views for the moment) | ||
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=== Script to calculate a log column === | === Script to calculate a log column === | ||
+ | <code> | ||
+ | #### Algorithm to calculate the logarithm of a column #### | ||
- | #### 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 Table 3 which corresponds to table newSC Quanti Protein Set | + | # get the constant column 10 of the table t ( Specific SC column) |
- | t = Table.get(3) | + | # mutable() is called to be able to modify data |
+ | specificSCCol = t[10].mutable() | ||
- | # get the constant column 10 of the table t ( Specific SC column) | + | # number of rows of the column |
- | # mutable() is called to be able to modify data | + | |
- | specificSCCol = t[10].mutable() | + | |
- | + | ||
- | # number of rows of the column | + | |
nb = len(specificSCCol) | nb = len(specificSCCol) | ||
- | # loop on the data of the column | + | # loop on the data of the column |
- | for i in range (0,nb): | + | for i in range (0,nb): |
# calculate the log (NaN values for errors) | # calculate the log (NaN values for errors) | ||
v = specificSCCol[i] | v = specificSCCol[i] | ||
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specificSCCol[i] = math.log(v) | specificSCCol[i] = math.log(v) | ||
- | # set the column name which will be used to the user | + | # set the column name which will be used to the user |
- | specificSCCol.setColumnName("log(specificSC)") | + | 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]) ) | ||
- | # add the created column to the table t | + | pvalueCol.setColumnName("pvalue") |
- | t.addColumn(specificSCCol) | + | ttdCol.setColumnName("ttd") |
+ | t.addColumn(pvalueCol) | ||
+ | t.addColumn(ttdCol) | ||
+ | </code> | ||