I'm trying to extract a particular column (4th column) from multiple (over thousands) CSV files and write it new file, in the same manner, the file is sequenced in a folder and first CSV file would provide all four column from the file. Now I'm wondering how I can make the output file's column names match the names of the input CSV files.
CSV files names are like
> EE85723.R.csv
> EE85727.R.csv
> EE87894.R.csv
> .......
> .......
>
> head EE85723.R.csv
chr,start,end,copy
chr1,1,10000,0
chr1,10001,20000,3.09651371393489
chr1,20001,30000,1.91248096145222
chr1,30001,40000,1.96470746277162
>
> head EE85727.R.csv
chr,start,end,copy
chr1,1,10000,0
chr1,10001,20000,3.02441583128188
chr1,20001,30000,1.87088110683025
chr1,30001,40000,1.94510909384639
>
> head EE87894.R.csv
chr,start,end,copy
chr1,1,10000,0
chr1,10001,20000,3.06941544044942
chr1,20001,30000,1.83912070977027
chr1,30001,40000,1.90006068018602
#!/bin/bash
rm -f out.csv
set -- *R.csv
cut -d , -f 1,2,3 -- "$1" >out.csv
for file do
cut -d , -f 4 -- "$file" | paste -d , out.csv - >out.tmp &&
mv out.tmp out.csv
done
The output file I obtained had every column named "copy," making it difficult to determine which column is from which file.
> chr,start,end,copy,copy,copy
> chr1,1,10000,0,0,0
> chr1,10001,20000,3.02441583128188,3.06941544044942,3.09651371393489
> chr1,20001,30000,1.87088110683025,1.83912070977027,1.91248096145222
> chr1,30001,40000,1.94510909384639,1.90006068018602,1.96470746277162
> chr1,40001,50000,0.576139127131562,0.588528490660998,0.635347605084456
> chr1,50001,60000,1.51250200836185,1.50849932321034,1.52994133230921
> chr1,60001,70000,0.681365714967938,0.676156428892953,0.699545565388925
> chr1,70001,80000,0.436354857763045,0.449640001550081,0.497235183366175
> chr1,80001,90000,1.05269567207548,1.04655014589231,1.06732707247313
>
The Expected outcome would be like this where every column header name should represent the file name without the extension.
> chr,start,end,EE85723.R,EE85727.R,EE87894.R
It will be an immense help if someone kindly suggests a potential way to proceed to overcome this issue in Bash.
Here is a potential solution using awk.
Example files:
tail EE*.R.csv
==> EE85723.R.csv <==
chr,start,end,value
chr1,1,10000,0
chr1,10001,20000,3.02441583128188
chr1,20001,30000,1.87088110683025
chr1,30001,40000,1.94510909384639
chr1,40001,50000,0.576139127131562
chr1,50001,60000,1.51250200836185
chr1,60001,70000,0.681365714967938
chr1,70001,80000,0.436354857763045
chr1,80001,90000,1.05269567207548
==> EE85727.R.csv <==
chr,start,end,value
chr1,1,10000,0
chr1,10001,20000,3.06941544044942
chr1,20001,30000,1.83912070977027
chr1,30001,40000,1.90006068018602
chr1,40001,50000,0.588528490660998
chr1,50001,60000,1.50849932321034
chr1,60001,70000,0.676156428892953
chr1,70001,80000,0.449640001550081
chr1,80001,90000,1.04655014589231
==> EE87894.R.csv <==
chr,start,end,value
chr1,1,10000,0
chr1,10001,20000,3.09651371393489
chr1,20001,30000,1.91248096145222
chr1,30001,40000,1.96470746277162
chr1,40001,50000,0.635347605084456
chr1,50001,60000,1.52994133230921
chr1,60001,70000,0.699545565388925
chr1,70001,80000,0.497235183366175
chr1,80001,90000,1.06732707247313
The script:
cat test.sh
BEGIN {
FS = OFS = ","
}
NR == FNR && FNR == 1 {
sub(".csv", "", FILENAME)
a[FNR] = $1 OFS $2 OFS $3 OFS FILENAME
}
NR == FNR && FNR > 1 {
a[FNR] = $0
}
NR > FNR && FNR == 1 {
sub(".csv", "", FILENAME)
a[FNR] = a[FNR] OFS FILENAME
}
NR > FNR && FNR > 1 {
a[FNR] = a[FNR] OFS $4
}
END {
for (i = 1; i <= FNR; i++) {
print a[i]
}
}
Running the script:
awk -f test.sh EE*.R.csv > output.csv
cat output.csv
chr,start,end,EE85723.R,EE85727.R,EE87894.R
chr1,1,10000,0,0,0
chr1,10001,20000,3.02441583128188,3.06941544044942,3.09651371393489
chr1,20001,30000,1.87088110683025,1.83912070977027,1.91248096145222
chr1,30001,40000,1.94510909384639,1.90006068018602,1.96470746277162
chr1,40001,50000,0.576139127131562,0.588528490660998,0.635347605084456
chr1,50001,60000,1.51250200836185,1.50849932321034,1.52994133230921
chr1,60001,70000,0.681365714967938,0.676156428892953,0.699545565388925
chr1,70001,80000,0.436354857763045,0.449640001550081,0.497235183366175
chr1,80001,90000,1.05269567207548,1.04655014589231,1.06732707247313