I have a table with comma delimited columns and I want to separate the comma delimited values in my specified column to new rows. For example, the given table is
Name Start Name2
A 1,2 X,a
B 5 Y,b
C 6,7,8 Z,c
And I need to separate the comma delimited values in column 2 to get the table below
Name Start Name2
A 1 X,a
A 2 X,a
B 5 Y,b
C 6 Z,c
C 7 Z,c
C 8 Z,c
I am wondering if there is any solution with shell script, so that I can create a workflow pipe.
Note: the original table may contain more than 3 columns.
Assuming the format of your input and output does not change:
awk 'BEGIN{FS="[ ,]"} {print $1, $2, $NF; print $1, $3, $NF}' input_file
Input:
input_file:
A 1,2 X
B 5,6 Y
Output:
A 1 X
A 2 X
B 5 Y
B 6 Y
Explanation:
awk: invoke awk, a tool for manipulating lines (records) and fields
'...': content enclosed by single-quotes are supplied to awk as instructions
'BEGIN{FS="[ ,]"}: before reading any lines, tell awk to use both space and comma as delimiters; FS stands for Field Separator.
{print $1, $2, $NF; print $1, $3, $NF}: For each input line read, print the 1st, 2nd and last field on one line, and then print the 1st, 3rd, and last field on the next line. NF stands for Number of Fields, so $NF is the last field.
input_file: supply the name of the input file to awk as an argument.
In response to updated input format:
awk 'BEGIN{FS="[ ,]"} {print $1, $2, $4","$5; print $1, $3, $4","$5}' input_file
After Runner's modification of the original question another approach might look like this:
#!/bin/sh
# Usage $0 <file> <column>
#
FILE="${1}"
COL="${2}"
# tokens separated by linebreaks
IFS="
"
for LINE in `cat ${FILE}`; do
# get number of columns
COLS="`echo ${LINE} | awk '{print NF}'`"
# get actual field by COL, this contains the keys to be splitted into individual lines
# replace comma with newline to "reuse" newline field separator in IFS
KEYS="`echo ${LINE} | cut -d' ' -f${COL}-${COL} | tr ',' '\n'`"
COLB=$(( ${COL} - 1 ))
COLA=$(( ${COL} + 1 ))
# get text from columns before and after actual field
if [ ${COLB} -gt 0 ]; then
BEFORE="`echo ${LINE} | cut -d' ' -f1-${COLB}` "
else
BEFORE=""
fi
AFTER=" `echo ${LINE} | cut -d' ' -f${COLA}-`"
# echo "-A: $COLA ($AFTER) | B: $COLB ($BEFORE)-"
# iterate keys and re-build original line
for KEY in ${KEYS}; do
echo "${BEFORE}${KEY}${AFTER}"
done
done
With this shell file you might do what you want. This will split column 2 into multiple lines.
./script.sh input.txt 2
If you'd like to pass inputs though standard input using pipes (e.g. to split multiple columns in one go) you could change the 6. line to:
if [ "${1}" == "-" ]; then
FILE="/dev/stdin"
else
FILE="${1}"
fi
And run it this way:
./script.sh input.txt 1 | ./script.sh - 2 | ./script.sh - 3
Note that cut is very sensitiv about the field separators. Soif the line starts with a space character, column 1 would be "" (empty). If the fields were separated by amixture of spaces and tabs this script would have other issues too. In this case (as explained above) filtering the input resource (so that fields are only separated by one space character) should do it. If this is not possible or the data in each column contains space characters too, the script might get more complicated.
Related
Linux's sys filesystem represents sets of CPU ids with the syntax:
0,2,8: Set of CPUs containing 0, 2 and 8.
4-6: Set of CPUs containing 4, 5 and 6.
Both syntaxes can be mixed and matched, for example: 0,2,4-6,8
For example, running cat /sys/devices/system/cpu/online prints 0-3 on my machine which means CPUs 0, 1, 2 and 3 are online.
The problem is the above syntax is difficult to iterate over using a for loop in a shell script. How can the above syntax be converted to one more conventional such as 0 2 4 5 6 8?
Try:
$ echo 0,2,4-6,8 | awk '/-/{for (i=$1; i<=$2; i++)printf "%s%s",i,ORS;next} 1' ORS=' ' RS=, FS=-
0 2 4 5 6 8
This can be used in a loop as follows:
for n in $(echo 0,2,4-6,8 | awk '/-/{for (i=$1; i<=$2; i++)printf "%s%s",i,ORS;next} 1' RS=, FS=-)
do
echo cpu="$n"
done
Which produces the output:
cpu=0
cpu=2
cpu=4
cpu=5
cpu=6
cpu=8
Or like:
printf "%s" 0,2,4-6,8 | awk '/-/{for (i=$1; i<=$2; i++)printf "%s%s",i,ORS;next} 1' RS=, FS=- | while read n
do
echo cpu="$n"
done
Which also produces:
cpu=0
cpu=2
cpu=4
cpu=5
cpu=6
cpu=8
How it works
The awk command works as follows:
RS=,
This tells awk to use , as the record separator.
If, for example, the input is 0,2,4-6,8, then awk will see four records: 0 and 2 and 4-6 and 8.
FS=-
This tells awk to use - as the field separator.
With FS set this way and if, for example, the input record consists of 2-4, then awk will see 2 as the first field and 4 as the second field.
/-/{for (i=$1; i<=$2; i++)printf "%s%s",i,ORS;next}
For any record that contains -, we print out each number starting with the value of the first field, $1, and ending with the value of the second field, $2. Each such number is followed by the Output Record Separator, ORS. By default, ORS is a newline character. For some of the examples above, we set ORS to a blank.
After we have printed these numbers, we skip the rest of the commands and jump to the next record.
1
If we get here, then the record did not contain - and we print it out as is. 1 is awk's shorthand for print-the-line.
A Perl one:
echo "0,2,4-6,8" | perl -lpe 's/(\d+)-(\d+)/{$1..$2}/g; $_="echo {$_}"' | bash
Just convert the original string into echo {0,2,{4..6},8} and let bash 'brace expansion' to interpolate it.
eval echo $(cat /sys/devices/system/cpu/online | sed 's/\([[:digit:]]\+\)-\([[:digit:]]\+\)/$(seq \1 \2)/g' | tr , ' ')
Explanation:
cat /sys/devices/system/cpu/online reads the file from sysfs. This can be changed to any other file such as offline.
The output is piped through the substitution s/\([[:digit:]]\+\)-\([[:digit:]]\+\)/$(seq \1 \2)/g. This matches something like 4-6 and replaces it with $(seq 4 6).
tr , ' ' replaces all commas with spaces.
At this point, the input 0,2,4-6,8 is transformed to 0 2 $(seq 4 6) 8. The final step is to eval this sequence to get 0 2 4 5 6 8.
The example echo's the output. Alternatively, it can be written to a variable or used in a for loop.
I have two large files (~10GB) as follows:
file1.csv
name,id,dob,year,age,score
Mike,1,2014-01-01,2016,2,20
Ellen,2, 2012-01-01,2016,4,35
.
.
file2.csv
id,course_name,course_id
1,math,101
1,physics,102
1,chemistry,103
2,math,101
2,physics,102
2,chemistry,103
.
.
I want to subtract 1 from the "id" columns of these files:
file1_updated.csv
name,id,dob,year,age,score
Mike,0,2014-01-01,2016,2,20
Ellen,0, 2012-01-01,2016,4,35
file2_updated.csv
id,course_name,course_id
0,math,101
0,physics,102
0,chemistry,103
1,math,101
1,physics,102
1,chemistry,103
I have tried awk '{print ($1 - 1) "," $0}' file2.csv, but did not get the correct result:
-1,id,course_name,course_id
0,1,math,101
0,1,physics,102
0,1,chemistry,103
1,2,math,101
1,2,physics,102
1,2,chemistry,103
You've added an extra column in your attempt. Instead set your first field $1 to $1-1:
awk -F"," 'BEGIN{OFS=","} {$1=$1-1;print $0}' file2.csv
That semicolon separates the commands. We set the delimiter to comma (-F",") and the Output Field Seperator to comma BEGIN{OFS=","}. The first command to subtract 1 from the first field executes first, then the print command executes second, so the entire record, $0, will now contain the new $1 value when it's printed.
It might be helpful to only subtract 1 from records that are not your header. So you can add a condition to the first command:
awk -F"," 'BEGIN{OFS=","} NR>1{$1=$1-1} {print $0}' file2.csv
Now we only subtract when the record number (NR) is greater than 1. Then we just print the entire record.
I want to split and comparison in awk command.
Input file (tab-delimited)
1 aaa 1|3
2 bbb 3|3
3 ccc 0|2
Filtration
First column value > 1
First value of third column value splitted by "|" > 2
Process
Compare first column value if bigger than 1
Split third column value by "|"
Compare first value of the third column if bigger than 2
Print if the first value bigger than 2 only
Command line (example)
awk -F "\t" '{if($1>1 && ....?) print}' file
Output
2 bbb 3|3
Please let me know command line for above processing.
You can set the field separator to either tab or pipe and check the 1st and 3rd values:
awk -F'\t|\\|' '$1>1 && $3>2' file
or
awk -F"\t|\\\\|" '$1>1 && $3>2' file
You can read about all this character escaping in this comprehensive answer by Ed Morton in awk: fatal: Invalid regular expression when setting multiple field separators.
Otherwise, you can split the 3rd field and check the value of the first slice:
awk -F"\t" '{split($3,a,"|")} $1>1 && a[1]>=2' file
original file :
a|||a 2 0.111111
a|||book 1 0.0555556
a|||is 2 0.111111
now i need to control third columns with 6 decimal space
after i tried awk {'print $1,$2; printf "%.6f\t",$3'}
but the output is not what I want
result :
a|||a 2
0.111111 a|||book 1
0.055556 a|||is 2
that's weird , how can I do that will just modify third columns
Your print() is adding a newline character. Include your third field inside it, but formatted. Try with sprintf() function, like:
awk '{print $1,$2, sprintf("%.6f", $3)}' infile
That yields:
a|||a 2 0.111111
a|||book 1 0.055556
a|||is 2 0.111111
Print adds a newline on the end of printed strings, whereas printf by default doesn't. This means a newline is added after every second field and none is added after the third.
You can use printf for the whole string and manually add a newline.
Also I'm not sure why you are adding a tab to the end of the lines, so i removed that
awk '{printf "%s %d %.6f\n",$1,$2,$3}' file
a|||a 2 0.111111
a|||book 1 0.055556
a|||is 2 0.111111
How can I cut off the first n and the last n columns from a tab delimited file?
I tried this to cut first n column. But I have no idea to combine first and last n column
cut -f 1-10 -d "<CTR>v <TAB>" filename
Cut can take several ranges in -f:
Columns up to 4 and from 7 onwards:
cut -f -4,7-
or for fields 1,2,5,6 and from 10 onwards:
cut -f 1,2,5,6,10-
etc
The first part of your question is easy. As already pointed out, cut accepts omission of either the starting or the ending index of a column range, interpreting this as meaning either “from the start to column n (inclusive)” or “from column n (inclusive) to the end,” respectively:
$ printf 'this:is:a:test' | cut -d: -f-2
this:is
$ printf 'this:is:a:test' | cut -d: -f3-
a:test
It also supports combining ranges. If you want, e.g., the first 3 and the last 2 columns in a row of 7 columns:
$ printf 'foo:bar:baz:qux:quz:quux:quuz' | cut -d: -f-3,6-
foo:bar:baz:quux:quuz
However, the second part of your question can be a bit trickier depending on what kind of input you’re expecting. If by “last n columns” you mean “last n columns (regardless of their indices in the overall row)” (i.e. because you don’t necessarily know how many columns you’re going to find in advance) then sadly this is not possible to accomplish using cut alone. In order to effectively use cut to pull out “the last n columns” in each line, the total number of columns present in each line must be known beforehand, and each line must be consistent in the number of columns it contains.
If you do not know how many “columns” may be present in each line (e.g. because you’re working with input that is not strictly tabular), then you’ll have to use something like awk instead. E.g., to use awk to pull out the last 2 “columns” (awk calls them fields, the number of which can vary per line) from each line of input:
$ printf '/a\n/a/b\n/a/b/c\n/a/b/c/d\n' | awk -F/ '{print $(NF-1) FS $(NF)}'
/a
a/b
b/c
c/d
You can cut using following ,
-d: delimiter ,-f for fields
\t used for tab separated fields
cut -d$'\t' -f 1-3,7-
To use AWK to cut off the first and last fields:
awk '{$1 = ""; $NF = ""; print}' inputfile
Unfortunately, that leaves the field separators, so
aaa bbb ccc
becomes
[space]bbb[space]
To do this using kurumi's answer which won't leave extra spaces, but in a way that's specific to your requirements:
awk '{delim = ""; for (i=2;i<=NF-1;i++) {printf delim "%s", $i; delim = OFS}; printf "\n"}' inputfile
This also fixes a couple of problems in that answer.
To generalize that:
awk -v skipstart=1 -v skipend=1 '{delim = ""; for (i=skipstart+1;i<=NF-skipend;i++) {printf delim "%s", $i; delim = OFS}; printf "\n"}' inputfile
Then you can change the number of fields to skip at the beginning or end by changing the variable assignments at the beginning of the command.
You can use Bash for that:
while read -a cols; do echo ${cols[#]:0:1} ${cols[#]:1,-1}; done < file.txt
you can use awk, for example, cut off 1st,2nd and last 3 columns
awk '{for(i=3;i<=NF-3;i++} print $i}' file
if you have a programing language such as Ruby (1.9+)
$ ruby -F"\t" -ane 'print $F[2..-3].join("\t")' file
Try the following:
echo a#b#c | awk -F"#" '{$1 = ""; $NF = ""; print}' OFS=""
Use
cut -b COLUMN_N_BEGINS-COLUMN_N_UNTIL INPUT.TXT > OUTPUT.TXT
-f doesn't work if you have "tabs" in the text file.