I need to get results of this formula - a column of numbers
{x = ($1-T1)/Fi; print (x-int(x))}
from inputs file1
4 4
8 4
7 78
45 2
file2
0.2
3
2
1
From this files should be 4 outputs.
$1 is the first column from file1, T1 is the first line in first column of the file1 (number 4) - it is alway this number, Fi, where i = 1, 2, 3, 4 are numbers from the second file. So I need a cycle for i from 1 to 4 and compute the term one times with F1=0.2, the second output with F2=3, then third output with F3=2 and the last output will be for F4=1. How to express T1 and Fi in this way and how to do a cycle?
awk 'FNR == NR { F[++n] = $1; next } FNR == 1 { T1 = $1 } { for (i = 1; i <= n; ++i) { x = ($1 - T1)/F[i]; print x - int(x) >"output" FNR} }' file2 file1
This gives more than 4 outputs. What is wrong please?
FNR == 1 { T1 = $1 } is being run twice, when file2 is started being read T1 is set to 0.2,
>"output" FNR is problematic, you should enclose the output name expression in parentheses.
Here's how I'd do it:
awk '
NR==1 {t1=$1}
NR==FNR {f[NR]=$1; next}
{
fn="output"FNR
for(i in f) {
x=(f[i]-t1)/$1
print x-int(x) >fn
}
close(fn)
}
' file1 file2
Related
I am having a file in the following format. Column one has ~20,000 uniq entry and column 2 has ~120,000 different entry and column 3 has count associated with column 2. For a single entry in column 1 there can be multiple entry in column 2. For each unique entry in column 1, I am trying to get ratio of maximum value to second maximum value of column 3.
F1.txt
S1 S2 C1
A A1 1
A AA 10
A A6 5
A A0 4
B BB 12
B BC 11
B B1 19
B B9 4
Expected Output
S1 S2 C1
B B1 19 1.58333
A AA 10 2
I can do in steps like bellow. But is there a smart way of doing in in one script?
awk 'NR==1; NR > 1 {print $0 | "sort -k3 -n -r "}' F1.txt | awk '!seen[$1]++' >del1.txt
awk 'FNR==NR{a[$2]=1; next}FNR==1{print $0;}!a[$2]' del1.txt F1.txt | awk 'NR==1; NR > 1 {print $0 | "sort -k3 -n -r"}' | awk '!seen[$1]++' >del2.txt
awk 'FNR==NR{a[$1]=$3; next}FNR==1{print $0"\t";"RT"}FNR>1 a[$1]{print $0"\t"$3/a[$1]}' del2.txt del1.txt
#!/usr/bin/awk -f
NR == 1 { print $1, $2, $3; next }
{ data[$1][$3] = $2 }
END {
for (key in data) {
asorti(data[key], s, "#ind_num_desc")
print key, data[key][s[1]], s[1], s[1] / s[2]
}
}
This^^^ assumes an arbitrary permutation of the lines (and requires gawk (which is pretty common) or another implementation with native multi-dimensional “arrays”).
If you can make more assumptions about the input — e.g. that it is always grouped by the first column —, then you can make it more memory-efficient and get rid of multi-dimensional arrays (by not delaying the evaluation until END and instead calculating it in a per-line block each time the first column’s value changes (and then one last time in END).)
To get a different handling of equal numeric values (e.g. to report the “subkey” (column 2) of the first (instead of last) encountered occurrence of a value), you could add if (!($3 in data[$1])) ... or the like.
Whenever you find yourself creating a pipeline containing awk, there is a very good chance that what you are trying to do can be done in a single call to awk much more efficiently.
A non-GNU awk approach that presumes all field1 'A' records are together and all 'B' records are together (as you show in your sample data) could be:
awk '
FNR==1 { print; next } ## 1st line, output heading
$1 != n { ## 1st field changed
if (n) { ## if n set, output result of last block
printf "%s\t%s\n", rec, max / nextmax
}
rec = $0 ## initialize vars for next block
n = $1
max = $3
nextmax = 1
next ## skip to next record
}
{
if ($3 > max) { ## check if 3rd field > max
rec = $0 ## save record
nextmax = max ## update nextmax
max = $3 ## update max
}
else if ($3 > nextmax) { ## if 3rd field > nextmax
nextmax = $3 ## update nextmax
}
} ## output final block results
END { printf "%s\t%s\n", rec, max / nextmax }
' file
Example Use/Output
With your data in the file file, you would have:
$ awk '
> FNR==1 { print; next } ## 1st line, output heading
> $1 != n { ## 1st field changed
> if (n) { ## if n set, output result of last block
> printf "%s\t%s\n", rec, max / nextmax
> }
> rec = $0 ## initialize vars for next block
> n = $1
> max = $3
> nextmax = 1
> next ## skip to next record
> }
> {
> if ($3 > max) { ## check if 3rd field > max
> rec = $0 ## save record
> nextmax = max ## update nextmax
> max = $3 ## update max
> }
> else if ($3 > nextmax) { ## if 3rd field > nextmax
> nextmax = $3 ## update nextmax
> }
> } ## output final block results
> END { printf "%s\t%s\n", rec, max / nextmax }
> ' file
S1 S2 C1
A AA 10 2
B B1 19 1.58333
Using any awk in any shell on every Unix box and using almost no memory (important since your input file would be huge given your description of it):
$ cat tst.awk
BEGIN { FS=OFS="\t" }
NR == 1 { print; next }
$1 != prev {
if ( prev != "" ) {
print prev, val, max, (preMax ? max/preMax : 0)
}
prev = $1
max = ""
}
(max == "") || ($3 > max) {
val = $2
preMax = max
max = $3
}
END { print prev, val, max, (preMax ? max/preMax : 0) }
$ awk -f tst.awk F1.txt
S1 S2 C1
A AA 10 10
B B1 19 1.58333
I have the following format of data:
1 3
1.723608 0.8490000
1.743011 0.8390000
1.835833 0.7830000
2 5
1.751377 0.8350000
1.907603 0.7330000
1.780053 0.8190000
1.601427 0.9020000
1.950540 0.6970000
3 2
1.993951 0.6610000
1.796519 0.8090000
4 4
1.734961 0.8430000
1.840741 0.7800000
1.818444 0.7950000
1.810717 0.7980000
5 1
2.037940 0.6150000
6 7
1.738221 0.8330000
1.767678 0.8260000
1.788517 0.8140000
2.223586 0.4070000
1.667492 0.8760000
2.039232 0.6130000
1.758823 0.8300000
...
Data consists of data blocks. Each data block has the same format as follows:
The very first line is the header line. The header line contains the ID number and the total number of lines of each data block. For example, the first data block's ID is 1, and the total number of lines is 3. For the third data block, ID is 3, and the total number of lines is 2. All data blocks have this header line.
Then, the "real data" follows. As I explained, the number of lines of "real data" is designated in the second integer of the header line.
Accordingly, the total number of lines for each data block will be number_of_lines+1. In this example, the total number of lines for data block 1 is 4, and data block 2 costs 6 lines...
This format repeats all the way up to 10000 number of data blocks in my current data, but I can provide this 10000 as a variable in the bash or awk script as an input value. I know the total number of data blocks.
Now, what I wish to do is, I want to get the average of data of each two columns and print it out with data block ID number and a total number of lines. The output text will have:
ID_number number_of_lines average_of_column_1 average_of_column_2
using 5 spaces between columns with 6 decimal places format. The result will have 10000 lines, and each line will have ID, number of lines, avg of column 1 of data, and avg of column 2 of data for each data block. The result of this example will look like
1 3 1.767484 0.823666
2 5 1.798200 0.797200
3 2 1.895235 0.735000
...
I know how to get the average of a simple data column in awk and bash. These are already answered in StackOverflow a lot of times. For example, I really favor using
awk '{ total += $2; count++ } END { print total/count }' data.txt
So, I wish to this using awk or bash. But I really have no clue how can I approach and even start to get this kind of average of multiple repeating data blocks, but with a different number of lines for each data block.
I was trying based on awk, following
Awk average of n data in each column
and
https://www.unix.com/shell-programming-and-scripting/135829-partial-average-column-awk.html
But I'm not sure how can I use NR or FNR for the average of data with a varying number of total lines of data, for each data block.
You may try this awk:
awk -v OFS='\t' '$2 ~ /\./ {s1 += $1; s2 += $2; next} {if (id) {print id, num, s1/num, s2/num; s1=s2=0} id=$1; num=$2} END {print id, num, s1/num, s2/num}' file
1 3 1.76748 0.823667
2 5 1.7982 0.7972
3 2 1.89524 0.735
4 4 1.80122 0.804
5 1 2.03794 0.615
6 7 1.85479 0.742714
If you have gnu awk then use OFMT for getting fixed size decimal numbers like this:
awk -v OFMT="%.6f" -v OFS='\t' '$2 ~ /\./ {s1 += $1; s2 += $2; next} {if (id) {print id, num, s1/num, s2/num; s1=s2=0} id=$1; num=$2} END {print id, num, s1/num, s2/num}' file
1 3 1.767484 0.823667
2 5 1.798200 0.797200
3 2 1.895235 0.735000
4 4 1.801216 0.804000
5 1 2.037940 0.615000
6 7 1.854793 0.742714
An expanded form:
awk OFMT='%.6f' -v OFS='\t' '
$2 ~ /\./ {
s1 += $1
s2 += $2
next
}
{
if (id) {
print id, num, s1/num, s2/num
s1 = s2 = 0
}
id = $1
num = $2
}
END {
print id, num, s1/num, s2/num
}' file
And yet another one:
awk -v num_blocks=10000 '
BEGIN {
OFS = "\t"
OFMT = "%.6f"
}
num_lines == 0 {
id = $1
num_lines = $2
sum1 = sum2 = 0
next
}
lines_read < num_lines {
sum1 += $1
sum2 += $2
lines_read++
}
lines_read >= num_lines {
print id, num_lines,
sum1 / num_lines,
sum2 / num_lines
num_lines = lines_read = 0
num_blocks--;
}
num_blocks <= 0 {
exit
}' file
You could try
awk -v qnt=none 'qnt == "none" {id = $1; qnt = $2; s1 = s2 = line = 0;next}{s1 += $1; s2 += $2; ++line} line == qnt{printf "%d %d %.6f %.6f\n", id, qnt, s1/qnt, s2/qnt; qnt="none"}'
The above is expanded as follows:
qnt == "none"
{
id = $1;
qnt = $2;
s1 = s2 = line = 0;
next
}
{
s1 += $1;
s2 += $2;
++line
}
line == qnt
{
printf "%d %d %.6f %.6f\n", id, qnt, s1/qnt, s2/qnt;
qnt="none"
}
After a data block is processed (or at the beginning), record header info.
Otherwise, add to sum and print the result when we've done with all lines in this block.
I am working on a variant calling format (vcf) file, and I tried to show you guys what I am trying to do:
Input:
1 877803 838425 GC G
1 878077 966631 C CCACGG
Output:
1 877803 838425 C -
1 878077 966631 - CACGG
In summary, I am trying to delete the first letters of longer strings.
And here is my code:
awk 'BEGIN { OFS="\t" } /#/ {next}
{
m = split($4, a, //)
n = split($5, b, //)
x = "-"
delete y
if (m>n){
for (i = n+1; i <= m; i++) {
y = sprintf("%s", a[i])
}
print $1, $2, $3, y, x
}
else if (n>m){
for (j = m+1; i <= n; i++) {
y = sprintf("%s", b[j]) ## Problem here
}
print $1, $2, $3, x, y
}
}' input.vcf > output.vcf
But,
I am getting the following error in line 15, not even in line 9
awk: cmd. line:15: (FILENAME=input.vcf FNR=1) fatal: attempt to use array y in a scalar context
I don't know how to concatenate array elements into a one string using awk.
I will be very happy if you guys help me.
Merry X-Mas!
You may try this awk:
awk -v OFS="\t" 'function trim(s) { return (length(s) == 1 ? "-" : substr(s, 2)); } {$4 = trim($4); $5 = trim($5)} 1' file
1 877803 838425 C -
1 878077 966631 - CACGG
More readable form:
awk -v OFS="\t" 'function trim(s) {
return (length(s) == 1 ? "-" : substr(s, 2))
}
{
$4 = trim($4)
$5 = trim($5)
} 1' file
You can use awk's substr function to process the 4th and 5th space delimited fields:
awk '{ substr($4,2)==""?$4="-":$4=substr($4,2);substr($5,2)==""?$5="-":$5=substr($5,2)}1' file
If the string from position 2 onwards in field 4 is equal to "", set field 4 to "-" otherwise, set field 4 to the extract of the field from position 2 to the end of the field. Do the same with field 5. Print lines modified or not with short hand 1.
I would like to print the lines of file based on a condition with respect the previous line. I would like to implement the following condition:
If the key (field 1 and field2) between the current line and the previous line is identical and the difference between field 8 and field 8 of the previous line is bigger than 1, print the current line and append the difference.
Input file:
47329,39785,2,12,10,351912.50,2533105.56,170.93,1
47329,39785,3,6,7,351912.82,2533105.07,170.89,1
47329,39785,2,12,28,351912.53,2533118.81,172.91,1
47329,39785,3,6,20,351913.03,2533117.41,170.93,1
47329,39797,2,12,10,352063.14,2533117.84,170.66,1
47329,39797,3,6,7,352064.11,2533119.32,170.64,1
47329,39797,2,12,28,352062.77,2533104.67,173.63,1
47329,39797,3,6,20,352063.50,2533107.10,170.69,1
Expected output file:
47329,39785,2,12,28,351912.53,2533118.81,172.91,1,1.98
47329,39797,2,12,28,352062.77,2533104.67,173.63,1,2.94
Lines 3 and 4 have an identical key (47329,39785) and the difference of the values in fields 8 is 172.91-170.93=1.98, so we print line 4. An identical reasoning goes for lines 6 and 7
attempt:
awk -F, 'NR%2{ab = $1 FS $2} ab == ob && $8 - O8 > 1; {ob = ab; O8 = $8}'
I've come up with this script, tested on gawk v5.0.0
BEGIN{
FS=","
}
{
if (NR == 1)
{
key1 = $1
key2 = $2
field = $8
# when on first record, there's nothing to compare with
next
}
if ($1 == key1)
{
if ($2 == key2)
{
if ($8 - field > 1)
{
print $0, $8-field
# uncomment following line to print line match number
# print "("NR")",$0, $8-field
}
}
}
# assign for next iteration
key1 = $1
key2 = $2
field = $8
}
tested on your input, found:
$ awk -f script.awk test.txt
47329,39785,2,12,28,351912.53,2533118.81,172.91,1 2.02
47329,39797,2,12,28,352062.77,2533104.67,173.63,1 2.99
Matches line 3 and 7.
I have file with three columns , I want to get max of $3 and min of $2 but in specific range of $1 with awk:
Col1 Col2 Col3
==============
X 1 2
X 3 4
Y 5 6
Y 7 8
E.g. I want to get the minimum value of Col2 , and the maximum value of Col3 while Col1=X.
I could handle max and min value but I dont find out how to find it in specific range
this is my code :
awk ' min=="" || $2 < min {min=$2; minline=$0} $3 > max {max=$3; maxline=$0};END {print $1,min,max}'
I tried to add {If ($1==X)} but It doesnt work well.
kent$ echo "X 1 2
X 3 4
Y 5 6
Y 7 8
"|awk '$1=="X"{min=$2<min||min==""?$2:min;max=$3>max||max==""?$3:max}END{print min,max}'
1 4
is this what you want?
What about:
awk 'BEGIN { c=1 }
$1 == "X" { if (c==1) { mmin=$2; mmax=$3 ;c++ }
if ($2<mmin) { mmin=$2 }
if ($3>mmax) { mmax=$3 }
}
END { print "X min: " mmin ", max: " mmax }' INPUTFILE
See it in action # Ideone.
If you want to collect all the minima and maxima:
awk '
$2 < min[$1] {min[$1] = $2}
$3 > max[$1] {max[$1] = $3}
{col1[$1] = 1}
END {for (c in col1) {print c, min[c], max[c]}}
' file