Awk is an excellent tool for reading in and processing structured data, such as the system's /etc/passwd file. /etc/passwd is the UNIX user database, and is a colon-delimited text file, containing a lot of important information, including all existing user accounts and user IDs, among other things. In my previous article, I showed you how awk could easily parse this file. All we had to do was to set the FS (field separator) variable to ":".
By setting the FS variable correctly, awk can be configured to parse almost any kind of structured data, as long as there is one record per line. However, just setting FS won't do us any good if we want to parse a record that exists over multiple lines. In these situations, we also need to modify the RS record separator variable. The RS variable tells awk when the current record ends and a new record begins.
As an example, let's look at how we'd handle the task of processing an address list of Federal Witness Protection Program participants:
Jimmy the Weasel
100 Pleasant Drive
Edmonton, AB T6X0R5
Big Tony
200 Incognito Ave.
Toronto, ON M3R1X6
Ideally, we'd like awk to recognize each 3-line address as an individual record, rather than as three separate records. It would make our code a lot simpler if awk would recognize the first line of the address as the first field ($1), the street address as the second field ($2), and the city, state, and zip code as field $3. The following code will do just what we want:
BEGIN {
FS="\n"
RS=""
}
Above, setting FS to "\n" tells awk that each field appears on its own line. By setting RS to "", we also tell awk that each address record is separated by a blank line. Once awk knows how the input is formatted, it can do all the parsing work for us, and the rest of the script is simple. Let's look at a complete script that will parse this address list and print out each address record on a single line, separating each field with a comma.
BEGIN {
FS="\n"
RS=""
}
{
print $1 ", " $2 ", " $3
}
If this script is saved as address.awk, and the address data is stored in a file called address.txt, you can execute this script by typing "awk -f address.awk address.txt". This code produces the following output:
Jimmy the Weasel, 100 Pleasant Drive, Edmonton, AB T6X0R5
Big Tony, 200 Incognito Ave., Toronto, ON M3R1X6
OFS and ORS
In address.awk's print statement, you can see that awk concatenates (joins) strings that are placed next to each other on a line. We used this feature to insert a comma and a space (", ") between the three address fields that appeared on the line. While this method works, it's a bit ugly looking. Rather than inserting literal ", " strings between our fields, we can have awk do it for us by setting a special awk variable called OFS. Take a look at this code snippet.
print "Hello", "there", "Jim!"
The commas on this line are not part of the actual literal strings. Instead, they tell awk that "Hello", "there", and "Jim!" are separate fields, and that the OFS variable should be printed between each string. By default, awk produces the following output:
Hello there Jim!
This shows us that by default, OFS is set to " ", a single space. However, we can easily redefine OFS so that awk will insert our favorite field separator. Here's a revised version of our original address.awk program that uses OFS to output those intermediate ", " strings:
BEGIN {
FS="\n"
RS=""
OFS=", "
}
{
print $1, $2, $3
}
Awk also has a special variable called ORS, called the "output record separator". By setting ORS, which defaults to a newline ("\n"), we can control the character that's automatically printed at the end of a print statement. The default ORS value causes awk to output each new print statement on a new line. If we wanted to make the output double-spaced, we would set ORS to "\n\n". Or, if we wanted records to be separated by a single space (and no newline), we would set ORS to " ".
Multi-line to tabbed
Let's say that we wrote a script that converted our address list to a single-line per record, tab-delimited format for import into a spreadsheet. After using a slightly modified version of address.awk, it would become clear that our program only works for three-line addresses. If awk encountered the following address, the fourth line would be thrown away and not printed:
Cousin Vinnie
Vinnie's Auto Shop
300 City Alley
Vancouver, BC D7E1K6
To handle situations like this, it would be good if our code took the number of records per field into account, printing each one in order. Right now, the code only prints the first three fields of the address. Here's some code that does what we want:
BEGIN {
FS="\n"
RS=""
ORS=""
}
{
x=1
while ( x
print $x "\t"
x++
}
print $NF "\n"
}
First, we set the field separator FS to "\n" and the record separator RS to "" so that awk parses the multi-line addresses correctly, as before. Then, we set the output record separator ORS to "", which will cause the print statement to not output a newline at the end of each call. This means that if we want any text to start on a new line, we need to explicitly write print "\n".
In the main code block, we create a variable called x that holds the number of current field that we're processing. Initially, it's set to 1. Then, we use a while loop (an awk looping construct identical to that found in the C language) to iterate through all but the last record, printing the record and a tab character. Finally, we print the last record and a literal newline; again, since ORS is set to "", print won't output newlines for us. Program output looks like this, which is exactly what we wanted:
Our intended output. Not pretty, but tab delimited for easy import into a spreadsheet
Jimmy the Weasel 100 Pleasant Drive Edmonton, AB T6X0R5
Big Tony 200 Incognito Ave. Toronto, ON M3R1X6
Cousin Vinnie Vinnie's Auto Shop 300 City Alley Vancouver, BC D7E1K6
Looping constructs
We've already seen awk's while loop construct, which is identical to its C counterpart. Awk also has a "do...while" loop that evaluates the condition at the end of the code block, rather than at the beginning like a standard while loop. It's similar to "repeat...until" loops that can be found in other languages. Here's an example:
do...while example
{
count=1
do {
print "I get printed at least once no matter what"
} while ( count != 1 )
}
Because the condition is evaluated after the code block, a "do...while" loop, unlike a normal while loop, will always execute at least once. On the other hand, a normal while loop will never execute if its condition is false when the loop is first encountered.
for loops
Awk allows you to create for loops, which like while loops are identical to their C counterpart:
for ( initial assignment; comparison; increment ) {
code block
}
Here's a quick example:
for ( x = 1; x <= 4; x++ ) {
print "iteration",x
}
This snippet will print:
iteration 1
iteration 2
iteration 3
iteration 4
Arrays
You'll be pleased to know that awk has arrays. However, under awk, it's customary to start array indices at 1, rather than 0:
myarray[1]="jim"
myarray[2]=456
When awk encounters the first assignment, myarray is created and the element myarray[1] is set to "jim". After the second assignment is evaluated, the array has two elements.
Iterating over arrays
Once defined, awk has a handy mechanism to iterate over the elements of an array, as follows:
for ( x in myarray ) {
print myarray[x]
}
This code will print out every element in the array myarray. When you use this special "in" form of a for loop, awk will assign every existing index of myarray to x (the loop control variable) in turn, executing the loop's code block once after each assignment. While this is a very handy awk feature, it does have one drawback -- when awk cycles through the array indices, it doesn't follow any particular order. That means that there's no way for us to know whether the output of above code will be:
jim
456
or
456
jim
To loosely paraphrase Forrest Gump, iterating over the contents of an array is like a box of chocolates -- you never know what you're going to get. This has something to do with the "stringiness" of awk arrays, which we'll now take a look at.
Array index stringiness
In the previous article, I showed you that awk actually stores numeric values in a string format. While awk performs the necessary conversions to make this work, it does open the door for some odd-looking code:
a="1"
b="2"
c=a+b+3
After this code executes, c is equal to 6. Since awk is "stringy", adding strings "1" and "2" is functionally no different than adding the numbers 1 and 2. In both cases, awk will successfully perform the math. Awk's "stringy" nature is pretty intriguing -- you may wonder what happens if we use string indexes for arrays. For instance, take the following code:
myarr["1"]="Mr. Whipple"
print myarr["1"]
As you might expect, this code will print "Mr. Whipple". But how about if we drop the quotes around the second "1" index?
myarr["1"]="Mr. Whipple"
print myarr[1]
Guessing the result of this code snippet is a bit more difficult. Does awk consider myarr["1"] and myarr[1] to be two separate elements of the array, or do they refer to the same element? The answer is that they refer to the same element, and awk will print "Mr. Whipple", just as in the first code snippet. Although it may seem strange, behind the scenes awk has been using string indexes for its arrays all this time!
After learning this strange fact, some of us may be tempted to execute some wacky code that looks like this:
myarr["name"]="Mr. Whipple"
print myarr["name"]
Not only does this code not raise an error, but it's functionally identical to our previous examples, and will print "Mr. Whipple" just as before! As you can see, awk doesn't limit us to using pure integer indexes; we can use string indexes if we want to, without creating any problems. Whenever we use non-integer array indices like myarr["name"], we're using associative arrays. Technically, awk isn't doing anything different behind the scenes than when we use a string index (since even if you use an "integer" index, awk still treats it as a string). However, you should still call 'em associative arrays -- it sounds cool and will impress your boss. The stringy index thing will be our little secret. ;)
Array tools
When it comes to arrays, awk gives us a lot of flexibility. We can use string indexes, and we aren't required to have a continuous numeric sequence of indices (for example, we can define myarr[1] and myarr[1000], but leave all other elements undefined). While all this can be very helpful, in some circumstances it can create confusion. Fortunately, awk offers a couple of handy features to help make arrays more manageable.
First, we can delete array elements. If you want to delete element 1 of your array fooarray, type:
delete fooarray[1]
And, if you want to see if a particular array element exists, you can use the special "in" boolean operator as follows:
if ( 1 in fooarray ) {
print "Ayep! It's there."
} else {
print "Nope! Can't find it."
}
Next time
We've covered a lot of ground in this article. Next time, I'll round out your awk knowledge by showing you how to use awk's math and string functions and how to create your own functions. I'll also walk you through the creation of a checkbook balancing program. Until then, I encourage you to write some of your own awk programs, and to check out the following resources.
Resources
* Read Awk by example, Part 1 on this blog.
* If you'd like a good old-fashioned book, O'Reilly's sed & awk, 2nd Edition is a wonderful choice.
* Be sure to check out the comp.lang.awk FAQ. It also contains lots of additional awk links.
* Patrick Hartigan's awk tutorial is packed with handy awk scripts.
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