How do i figure out the percentage of not null records in my file in UNIX?
My file like this: I wanted to know the amount of records & the percentage of not null rec's. Tried whole lot of grep n cut commands but nothing seems to be working out. Can anyone help me here please...
"name","country","age","place"
"sam","US","30","CA"
"","","",""
"joe","UK","34","BRIS"
,,,,
"jake","US","66","Ohio"
Perl solution:
#!/usr/bin/perl
use warnings;
use strict;
use 5.012; # say, keys #arr
use Text::CSV_XS qw{ csv };
my ($count_all, #count_nonempty);
csv(in => shift,
out => \ 'skip',
headers => 'skip',
on_in => sub {
my (undef, $columns) = #_;
++$count_all;
length $columns->[$_] and $count_nonempty[$_]++
for 0 .. $#$columns;
},
);
for my $column (keys #count_nonempty) {
say "Column ", 1 + $column, ": ",
100 * $count_nonempty[$column] / $count_all, '%';
}
It uses Text::CSV_XS to read the CSV file. It skips the header line, and for each subsequent line, it calls the callback specified in on_in, which increments the count of all lines and also the count of empty fields per column if the length of a field is zero.
Along with choroba, I would normally recommend using a CSV parser on CSV data.
But in this case, all we want to look for is that a record contains any character that is not a comma or quote: if a record contains only commas and/or quotes, it is a "null" record.
awk '
/[^",]/ {nonnull++}
END {printf "%d / %d = %.2f\n", nonnull, NR, nonnull/NR}
' file
To handle leading/trailing whitespace
awk '
{sub(/^[[:blank:]]+/,""); sub(/[[:blank:]]+$/,"")}
/[^",]/ {nonnull++}
END {printf "%d / %d = %.2f\n", nonnull, NR, nonnull/NR}
' file
If allowing fields containing only whitespace, such as
" ","",,," "
is also a null record, we can simple ignore all whitespace
awk '
/[^",[:blank:]]/ {nonnull++}
END {printf "%d / %d = %.2f\n", nonnull, NR, nonnull/NR}
' file
Would like to extract all the lines from first file (GunZip *.gz i.e Input.csv.gz), if the first file 4th field is falls within a range of
Second file (Slab.csv) first field (Start Range) and second field (End Range) then populate Slab wise count of rows and sum of 4th and 5th field of first file.
Input.csv.gz (GunZip)
Desc,Date,Zone,Duration,Calls
AB,01-06-2014,XYZ,450,3
AB,01-06-2014,XYZ,642,3
AB,01-06-2014,XYZ,0,0
AB,01-06-2014,XYZ,205,3
AB,01-06-2014,XYZ,98,1
AB,01-06-2014,XYZ,455,1
AB,01-06-2014,XYZ,120,1
AB,01-06-2014,XYZ,0,0
AB,01-06-2014,XYZ,193,1
AB,01-06-2014,XYZ,0,0
AB,01-06-2014,XYZ,161,2
Slab.csv
StartRange,EndRange
0,0
1,10
11,100
101,200
201,300
301,400
401,500
501,10000
Expected Output:
StartRange,EndRange,Count,Sum-4,Sum-5
0,0,3,0,0
1,10,NotFound,NotFound,NotFound
11,100,1,98,1
101,200,3,474,4
201,300,1,205,3
301,400,NotFound,NotFound,NotFound
401,500,2,905,4
501,10000,1,642,3
I am using below two commands to get the above output , expect "NotFound"cases .
awk -F, 'NR==FNR{s[NR]=$1;e[NR]=$2;c[NR]=$0;n++;next} {for(i=1;i<=n;i++) if($4>=s[i]&&$4<=e[i]) {print $0,","c[i];break}}' Slab.csv <(gzip -dc Input.csv.gz) >Op_step1.csv
cat Op_step1.csv | awk -F, '{key=$6","$7;++a[key];b[key]=b[key]+$4;c[key]=c[key]+$5} END{for(i in a)print i","a[i]","b[i]","c[i]}' >Op_step2.csv
Op_step2.csv
101,200,3,474,4
501,10000,1,642,3
0,0,3,0,0
401,500,2,905,4
11,100,1,98,1
201,300,1,205,3
Any suggestions to make it one liner command to achieve the Expected Output , Don't have perl , python access.
Here is another option using perl which takes benefits of creating multi-dimensional arrays and hashes.
perl -F, -lane'
BEGIN {
$x = pop;
## Create array of arrays from start and end ranges
## $range = ( [0,0] , [1,10] ... )
(undef, #range)= map { chomp; [split /,/] } <>;
#ARGV = $x;
}
## Skip the first line
next if $. ==1;
## Create hash of hash
## $line = '[0,0]' => { "count" => counts , "sum4" => sum_of_col4 , "sum5" => sum_of_col5 }
for (#range) {
if ($F[3] >= $_->[0] && $F[3] <= $_->[1]) {
$line{"#$_"}{"count"}++;
$line{"#$_"}{"sum4"} +=$F[3];
$line{"#$_"}{"sum5"} +=$F[4];
}
}
}{
print "StartRange,EndRange,Count,Sum-4,Sum-5";
print join ",", #$_,
$line{"#$_"}{"count"} //"NotFound",
$line{"#$_"}{"sum4"} //"NotFound",
$line{"#$_"}{"sum5"} //"NotFound"
for #range
' slab input
StartRange,EndRange,Count,Sum-4,Sum-5
0,0,3,0,0
1,10,NotFound,NotFound,NotFound
11,100,1,98,1
101,200,3,474,4
201,300,1,205,3
301,400,NotFound,NotFound,NotFound
401,500,2,905,4
501,10000,1,642,3
Here is one way using awk and sort:
awk '
BEGIN {
FS = OFS = SUBSEP = ",";
print "StartRange,EndRange,Count,Sum-4,Sum-5"
}
FNR == 1 { next }
NR == FNR {
ranges[$1,$2]++;
next
}
{
for (range in ranges) {
split(range, tmp, SUBSEP);
if ($4 >= tmp[1] && $4 <= tmp[2]) {
count[range]++;
sum4[range]+=$4;
sum5[range]+=$5;
next
}
}
}
END {
for(range in ranges)
print range, (count[range]?count[range]:"NotFound"), (sum4[range]?sum4[range]:"NotFound"), (sum5[range]?sum5[range]:"NotFound") | "sort -t, -nk1,2"
}' slab input
StartRange,EndRange,Count,Sum-4,Sum-5
0,0,3,NotFound,NotFound
1,10,NotFound,NotFound,NotFound
11,100,1,98,1
101,200,3,474,4
201,300,1,205,3
301,400,NotFound,NotFound,NotFound
401,500,2,905,4
501,10000,1,642,3
Set the Input, Output Field Separators and SUBSEP to ,. Print the Header line.
If it is the first line skip it.
Load the entire slab.txt in to an array called ranges.
For every range in the ranges array, split the field to get start and end range. If the 4th column is in the range, increment the count array and add the value to sum4 and sum5 array appropriately.
In the END block, iterate through the ranges and print them.
Pipe the output to sort to get the output in order.
I am using AWK script to process some logs.
At one place I need to check if the variable value is null or empty to make some decision.
Any Idea how to achieve the same?
awk '
{
{
split($i, keyVal, "#")
key=keyVal[1];
val=keyVal[2];
if(val ~ /^ *$/)
val="Y";
}
}
' File
I have tried with
1) if(val == "")
2) if(val ~ /^ *$/)
not working in both cases.
The comparison with "" should have worked, so that's a bit odd
As one more alternative, you could use the length() function, if zero, your variable is null/empty. E.g.,
if (length(val) == 0)
Also, perhaps the built-in variable NF (number of fields) could come in handy? Since we don't have access to your input data it's hard to say though, but another possibility.
You can directly use the variable without comparison, an empty/null/zero value is considered false, everything else is true.
See here :
# setting default tag if not provided
if (! tag) {
tag="default-tag"
}
So this script will have the variable tag with the value default-tag except if the user call it like this :
$ awk -v tag=custom-tag -f script.awk targetFile
This is true as of :
GNU Awk 4.1.3, API: 1.1 (GNU MPFR 3.1.4, GNU MP 6.1.0)
It works just fine for me
$ awk 'BEGIN{if(val==""){print "null or empty"}}'
null or empty
You can't differentiate between variable being empty and null, when you access "unset" variable, awk just initializes it with default value(here it is "" - empty string). You can use some sort of workaround, for example, setting val_accessed variable to 0 and then to 1 when you access it. Or more simple approach(somewhat "hackish") setting val to "unitialized"(or to some other value which can't appear when running your program).
PS: your script looks strange for me, what are the nested brackets for?
I accidentally discovered this less-used function specific in gawk that could help differentiate :
****** gawk-only ******
BEGIN {
$0 = "abc"
print NF, $0
test_function()
test_function($(NF + 1))
test_function("")
test_function($0)
}
function test_function(_) { print typeof(_) }
1 abc
untyped
unassigned
string
string
So it seems, for non-numeric-like data :
absolutely no input to function at all : untyped
non-existent or empty field, including $0 : unassigned
any non-numeric-appearing string, including "" : string
Here's the chaotic part - numeric data :
strangely enough, for absolutely identical input, only differing between using $0 vs. $1 in function call, you frequently get a different value for typeof()
even a combination of both leading and trailing spaces doesn't prevent gawk from identifying it as strnum
[123]:NF:1
$0 = number:123 $1 = strnum:123 +$1 = number:123
[ 456.33]:NF:1
$0 = string: 456.33 $1 = strnum:456.33 +$1 = number:456.33000
[ 19683 ]:NF:1
$0 = string: 19683 $1 = strnum:19683 +$1 = number:19683
[-20.08554]:NF:1
$0 = number:-20.08554 $1 = strnum:-20.08554 +$1 = number:-20.08554
+/- inf/nan (same for all 4):
[-nan]:NF:1
$0 = string:-nan $1 = strnum:-nan +$1 = number:-nan
this one is a string because it was made from sprintf() :
[0x10FFFF]:NF:1
$0 = string:0x10FFFF $1 = string:0x10FFFF +$1 = number:0
using -n / --non-decimal-data flag, all stays same except
[0x10FFFF]:NF:1
$0 = string:0x10FFFF $1 = strnum:0x10FFFF +$1 = number:1114111
Long story short, if you want your gawk function to be able to differentiate between
empty-string input (""), versus
actually no input at all
e.g. when original intention is to directly apply changes to $0
then typeof(x) == "untyped" seems to be the most reliable indicator.
It gets worse when null-string padding versus a non-empty string of all zeros ::
function __(_) { return (!_) ":" (!+_) }
function ___(_) { return (_ == "") }
function ____(_) { return (!_) ":" (!""_) }
$0--->[ "000" ] | __(""$0)-->{ !(""$0) : !+(""$0) }-->[ 0:1 ]
___($0)-->{ $0=="" }-->[ 0 ] | ____($0)-->{ ! $0 : (!""$0) }-->[ 1:1000 ]
$0--->[ "" ] | __(""$0)-->{ !(""$0) : !+(""$0) }-->[ 1:1 ]
___($0)-->{ $0=="" }-->[ 1 ] | ____($0)-->{ ! $0 : (!""$0) }-->[ 1:1 ]
$0--->[ " -0.0 -0" ] | __(""$0)-->{ !(""$0) : !+(""$0) }-->[ 0:1 ]
___($0)-->{ $0=="" }-->[ 0 ] | ____($0)-->{ ! $0 : (!""$0) }-->[ 0:1 -0.0 -0 ]
$0--->[ " 0x5" ] | __(""$0)-->{ !(""$0) : !+(""$0) }-->[ 0:1 ]
___($0)-->{ $0=="" }-->[ 0 ] | ____($0)-->{ ! $0 : (!""$0) }-->[ 0:1 0x5 ]
I have got a text file created using OCR software - about one megabyte in size.
Some uncommon characters appears all over document and most of them are OCR errors.
I would like find all characters used in document to easily spot errors (like UNIQ command but for characters, not for lines).
I am on Ubuntu.
What Unix command I should use to display all characters used in text file?
This should do what you're looking for:
cat inputfile | sed 's/\(.\)/\1\n/g' | sort | uniq -c
The premise is that the sed puts each character in the file onto a line by itself, then the usual sort | uniq -c sequence strips out all but one of each unique character that occurs, and provides counts of how many times each occurred.
Also, you could append | sort -n to the end of the whole sequence to sort the output by how many times each character occurred. Example:
$ echo hello | sed 's/\(.\)/\1\n/g' | sort | uniq -c | sort -n
1
1 e
1 h
1 o
2 l
This will do it:
#!/usr/bin/perl -n
#
# charcounts - show how many times each code point is used
# Tom Christiansen <tchrist#perl.com>
use open ":utf8";
++$seen{ ord() } for split //;
END {
for my $cp (sort {$seen{$b} <=> $seen{$a}} keys %seen) {
printf "%04X %d\n", $cp, $seen{$cp};
}
}
Run on itself, that program produces:
$ charcounts /tmp/charcounts | head
0020 46
0065 20
0073 18
006E 15
000A 14
006F 12
0072 11
0074 10
0063 9
0070 9
If you want the literal character and/or name of the character, too, that’s easy to add.
If you want something more sophisticated, this program figures out characters by Unicode property. It may be enough for your purposes, and if not, you should be able to adapt it.
#!/usr/bin/perl
#
# unicats - show character distribution by Unicode character property
# Tom Christiansen <tchrist#perl.com>
use strict;
use warnings qw<FATAL all>;
use open ":utf8";
my %cats;
our %Prop_Table;
build_prop_table();
if (#ARGV == 0 && -t STDIN) {
warn <<"END_WARNING";
$0: reading UTF-8 character data directly from your tty
\tSo please type stuff...
\t and then hit your tty's EOF sequence when done.
END_WARNING
}
while (<>) {
for (split(//)) {
$cats{Total}++;
if (/\p{ASCII}/) { $cats{ASCII}++ }
else { $cats{Unicode}++ }
my $gcat = get_general_category($_);
$cats{$gcat}++;
my $subcat = get_general_subcategory($_);
$cats{$subcat}++;
}
}
my $width = length $cats{Total};
my $mask = "%*d %s\n";
for my $cat(qw< Total ASCII Unicode >) {
printf $mask, $width => $cats{$cat} || 0, $cat;
}
print "\n";
my #catnames = qw[
L Lu Ll Lt Lm Lo
N Nd Nl No
S Sm Sc Sk So
P Pc Pd Ps Pe Pi Pf Po
M Mn Mc Me
Z Zs Zl Zp
C Cc Cf Cs Co Cn
];
#for my $cat (sort keys %cats) {
for my $cat (#catnames) {
next if length($cat) > 2;
next unless $cats{$cat};
my $prop = length($cat) == 1
? ( " " . q<\p> . $cat )
: ( q<\p> . "{$cat}" . "\t" )
;
my $desc = sprintf("%-6s %s", $prop, $Prop_Table{$cat});
printf $mask, $width => $cats{$cat}, $desc;
}
exit;
sub get_general_category {
my $_ = shift();
return "L" if /\pL/;
return "S" if /\pS/;
return "P" if /\pP/;
return "N" if /\pN/;
return "C" if /\pC/;
return "M" if /\pM/;
return "Z" if /\pZ/;
die "not reached one: $_";
}
sub get_general_subcategory {
my $_ = shift();
return "Lu" if /\p{Lu}/;
return "Ll" if /\p{Ll}/;
return "Lt" if /\p{Lt}/;
return "Lm" if /\p{Lm}/;
return "Lo" if /\p{Lo}/;
return "Mn" if /\p{Mn}/;
return "Mc" if /\p{Mc}/;
return "Me" if /\p{Me}/;
return "Nd" if /\p{Nd}/;
return "Nl" if /\p{Nl}/;
return "No" if /\p{No}/;
return "Pc" if /\p{Pc}/;
return "Pd" if /\p{Pd}/;
return "Ps" if /\p{Ps}/;
return "Pe" if /\p{Pe}/;
return "Pi" if /\p{Pi}/;
return "Pf" if /\p{Pf}/;
return "Po" if /\p{Po}/;
return "Sm" if /\p{Sm}/;
return "Sc" if /\p{Sc}/;
return "Sk" if /\p{Sk}/;
return "So" if /\p{So}/;
return "Zs" if /\p{Zs}/;
return "Zl" if /\p{Zl}/;
return "Zp" if /\p{Zp}/;
return "Cc" if /\p{Cc}/;
return "Cf" if /\p{Cf}/;
return "Cs" if /\p{Cs}/;
return "Co" if /\p{Co}/;
return "Cn" if /\p{Cn}/;
die "not reached two: <$_> " . sprintf("U+%vX", $_);
}
sub build_prop_table {
for my $line (<<"End_of_Property_List" =~ m{ \S .* \S }gx) {
L Letter
Lu Uppercase_Letter
Ll Lowercase_Letter
Lt Titlecase_Letter
Lm Modifier_Letter
Lo Other_Letter
M Mark (combining characters, including diacritics)
Mn Nonspacing_Mark
Mc Spacing_Mark
Me Enclosing_Mark
N Number
Nd Decimal_Number (also Digit)
Nl Letter_Number
No Other_Number
P Punctuation
Pc Connector_Punctuation
Pd Dash_Punctuation
Ps Open_Punctuation
Pe Close_Punctuation
Pi Initial_Punctuation (may behave like Ps or Pe depending on usage)
Pf Final_Punctuation (may behave like Ps or Pe depending on usage)
Po Other_Punctuation
S Symbol
Sm Math_Symbol
Sc Currency_Symbol
Sk Modifier_Symbol
So Other_Symbol
Z Separator
Zs Space_Separator
Zl Line_Separator
Zp Paragraph_Separator
C Other (means not L/N/P/S/Z)
Cc Control (also Cntrl)
Cf Format
Cs Surrogate (not usable)
Co Private_Use
Cn Unassigned
End_of_Property_List
my($short_prop, $long_prop) = $line =~ m{
\b
( \p{Lu} \p{Ll} ? )
\s +
( \p{Lu} [\p{L&}_] + )
\b
}x;
$Prop_Table{$short_prop} = $long_prop;
}
}
For example:
$ unicats book.txt
2357232 Total
2357199 ASCII
33 Unicode
1604949 \pL Letter
74455 \p{Lu} Uppercase_Letter
1530485 \p{Ll} Lowercase_Letter
9 \p{Lo} Other_Letter
10676 \pN Number
10676 \p{Nd} Decimal_Number
19679 \pS Symbol
10705 \p{Sm} Math_Symbol
8365 \p{Sc} Currency_Symbol
603 \p{Sk} Modifier_Symbol
6 \p{So} Other_Symbol
111899 \pP Punctuation
2996 \p{Pc} Connector_Punctuation
6145 \p{Pd} Dash_Punctuation
11392 \p{Ps} Open_Punctuation
11371 \p{Pe} Close_Punctuation
79995 \p{Po} Other_Punctuation
548529 \pZ Separator
548529 \p{Zs} Space_Separator
61500 \pC Other
61500 \p{Cc} Control
As far as using *nix commands, the answer above is good, but it doesn't get usage stats.
However, if you actually want stats (like the rarest used, median, most used, etc) on the file, this Python should do it.
def get_char_counts(fname):
f = open(fname)
usage = {}
for c in f.read():
if c not in usage:
usage.update({c:1})
else:
usage[c] += 1
return usage