Perl - Regexp to manipulate .csv - regex

Question

I've got a function in Perl that reads the last modified .csv in a folder, and parses it's values into variables.
I'm finding some problems with the regular expressions.
My .csv look like:
Title is: "NAME_NAME_NAME"
"Period end","Duration","Sample","Corner","Line","PDP OUT TOTAL","PDP OUT OK","PDP OUT NOK","PDP OUT OK Rate"
"04/12/2014 11:00:00","3600","1","GPRS_OUT","ARG - NAME 1","536","536","0","100%"
"04/12/2014 11:00:00","3600","1","GPRS_OUT","USA - NAME 2","1850","1438","412","77.72%"
"04/12/2014 11:00:00","3600","1","GPRS_OUT","AUS - NAME 3","8","6","2","75%"
.(ignore this dot, you will understand later)
So far, I've had some help to parse the values into some variables, by:
open my $file, "<", $newest_file
or die qq(Cannot open file "$newest_file" for reading.);
while ( my $line = <$file> ) {
my ($date_time, $duration, $sample, $corner, $country_name, $pdp_in_total, $pdp_in_ok, $pdp_in_not_ok, $pdp_in_ok_rate)
= parse_line ',', 0, $line;
my ($date, $time) = split /\s+/, $date_time;
my ($country, $name) = $country_name =~ m/(.+) - (.*)/;
print "$date, $time, $country, $name, $pdp_in_total, $pdp_in_ok_rate";
}
The problems are:
I don't know how to make the first AND second line (that are the column names from the .csv) to be ignored;
The file sometimes come with 2-5 empty lines in the end of the file, as I show in my sample (ignore the dot in the end of it, it doesn't exists in the file).
How can I do this?

Answer 1

When you have a csv file with column headers and want to parse the data into variables, the simplest choice would be to use Text::CSV. This code shows how you get your data into the hash reference $row. (I.e. my %data = %$row)
use strict;
use warnings;
use Text::CSV;
use feature 'say';
my $csv = Text::CSV->new({
binary => 1,
eol => $/,
});
# open the file, I use the DATA internal file handle here
my $title = <DATA>;
# Set the headers using the header line
$csv->column_names( $csv->getline(*DATA) );
while (my $row = $csv->getline_hr(*DATA)) {
# you can now access the variables via their header names, e.g.:
if (defined $row->{Duration}) { # this will skip the blank lines
say $row->{Duration};
}
}
__DATA__
Title is: "NAME_NAME_NAME"
"Period end","Duration","Sample","Corner","Line","PDP IN TOTAL","PDP IN OK","PDP IN NOT OK","PDP IN OK Rate"
"04/12/2014 10:00:00","3600","1","GRPS_INB","CHN - Name 1","1198","1195","3","99.74%"
"04/12/2014 10:00:00","3600","1","GRPS_INB","ARG - Name 2","1198","1069","129","89.23%"
"04/12/2014 10:00:00","3600","1","GRPS_INB","NLD - Name 3","813","798","15","98.15%"
If we print one of the $row variables with Data::Dumper, it shows the structure we are getting back from Text::CSV:
$VAR1 = {
'PDP IN TOTAL' => '1198',
'PDP IN NOT OK' => '3',
'PDP IN OK' => '1195',
'Period end' => '04/12/2014 10:00:00',
'Line' => 'CHN - Name 1',
'Duration' => '3600',
'Sample' => '1',
'PDP IN OK Rate' => '99.74%',
'Corner' => 'GRPS_INB'
};

Answer 2

open ...
my $names_from_first_line = <$file>; # you can use them or just ignore them
while($my line = <$file>) {
unless ($line =~ /\S/) {
# skip empty lines
next;
}
..
}
Also, consider using Text::CSV to handle CSV format

Answer 3

1) I don't know how to make the first line (that are the column names from the .csv) to be ignored;
while ( my $line = <$file> ) {
chomp $line;
next if $. == 1 || $. == 2;
2) The file sometimes come with 2-5 empty lines in the end of the file, as I show in my sample (ignore the dot in the end of it, it doesn't exists in the file).
while ( my $line = <$file> ) {
chomp $line;
next if $. == 1 || $. == 2;
next if $line =~ /^\s*$/;

Answer 4

You know that the valid lines will start with dates. I suggest you simply skip lines that don't start with dates in the format you expect:
while ( my $line = <$file> ) {
warn qq(next if not $line =~ /^"\d{2}-\d{2}-d{4}/;); # Temp debugging line
next if not $line =~ /^"\d{2}-\d{2}-d{4}/;
warn qq($line matched regular expression); # Temp debugging line
...
}
The /^"\d{2}-\d{2}-d{4}",/ is a regular expression pattern. The pattern is between the /.../:
^ - Beginning of the line.
" - Quotation Mark.
\d{2} - Followed by two digits.
- - Followed by a dash.
\d{2] - Followed by two more digits.
- - Followed by a dash.
\d{4} - Followed by four more digits
This should be describing the first part of your line which is the date in MM-DD-YYYY format surrounded by quotes and followed by a comma. The =~ tells Perl that you want the thing on the left to match the regular expression on the right.
Regular expressions can be difficult to understand, and is one of the reasons why Perl has such a reputation of being a write-only language. Regular expressions have been likened to sailor cussing. However, regular expressions is an extremely powerful tool, and worth the effort to learn. And with some experience, you'll be able to easily decode them.
The next if... syntax is similar to:
if (...) {
next;
}
Normally, you shouldn't use post-fix if and never use unless (which is if's opposite). They can make your program more difficult to understand. However, when placed right after the opening line of a loop like this, they make a clear statement that you're filtering out lines you don't want. I could have written this (and many people would argue this is preferable):
next unless $line =~ /^"\d{2}-\d{2}-d{4}",/;
This is saying you want to skip lines unless they match your regular expression. It's all a matter of personal preference and what do you think is easier for the poor schlub who comes along next year and has to figure out what your program is doing.
I actually thought about this and decided that if not ... was saying that I expect almost all lines in the file to match my format, and I want to toss away the few exceptions. To me, next unless ... is saying that there are some lines that match my regular expression, and many lines that don't, and I want to only work on lines that match.
Which gets us to the next part of programming: Watching for things that will break your program. My previous answer didn't do a lot of error checking, but it should. What happens if a line doesn't match your format? What if the split didn't work? What if the fields are not what I expect? You should really check each statement to make sure it actually worked. Almost all functions in Perl will return a zero, a null string, or an undef if they don't work. For example, the open statement.
open my $file, "<", $newest_file
or die qq(Cannot open file "$newest_file" for reading.);
If open doesn't work, it returns a file handle value of zero. The or states that if open doesn't return a non-zero file handle, execute the line that follows which kills your program.
So, look through your program, and see any place where you make an assumption that something works as expected and think what happens if it didn't. Then, add checks in your program to something if you get that exception. It could be that you want to report the error or log the error and skip to the next line. It could be that you want your program to come to a screeching halt. It could be that you can recover from the error and continue. What ever you do, check for possible errors (especially from user input) and handle possible errors.
Debugging
I told you regular expressions are tricky. Yes, I made a mistake assuming that your date was a separate field. Instead, it's followed by a space then the time which means that the final ", in the regular expression should not be there. I've fixed the above code. However, you may still need to test and tweak. Which brings us into debugging in Perl.
You can use warn statements to help debug your program. If you copy a statement, then surround it with warn qq(...);, Perl will print out the line (filling out variables) and the line number. I even create macros in my various editors to do this for me.
The qq(...) is a quote like operator. It's another way to do double quotes around a string. The nice thing is that the string can contain actual quotation marks, and the qq(...); will still work.
Once you've finished debugging, you can search for your warn statements and delete them. Perl comes with a powerful built in debugger, and many IDEs integrate with it. However, sometimes it's just easier to toss in a few warn statements to see what's going on in your code -- especially if you're having issues with regular expressions acting up.