An Awk Conundrum
It started with an elementary task. Given a csv file like this one:
first_name,last_name,phone_number William,Robert,2547123456 Mary,Jane,2547123456 John,Michael,2547123456
Quote the phone numbers in double quotes. This should do it:
BEGIN {FS=","; OFS=","} NR > 1 {printf("%s,%s,\"%s\"\n", $1, $2, $3)}
This is what I got instead:
"illiam,Robert,"2547123456 "ary,Jane,"2547123456 "ohn,Michael,"2547123456
Strange. I thought I had missed something about how Awk's printf works, so I scoured the docs again. Maybe something about double quotes. No luck. I thought something might be wrong with Gnu Awk, so I tried Busybox awk and Nawk. They were all consistent, so it couldn't be a bug.
I tried "%s,%s,*%s*\n"
instead, thinking that it could be the double
quotes. Same thing, only with asterisks.
Next, I tried "%s,%s,*%s\n"
. This one worked as expected:
William,Robert,*2547123456 Mary,Jane,*2547123456 John,Michael,*2547123456
I thought it must be the character after the format specifier, so I tried
"%s,%s,%s*\n"
:
*illiam,Robert,2547123456 *ary,Jane,2547123456 *ohn,Michael,2547123456
It can't be. To test the hypothesis, I tried "%s,%s*\n"
, and it worked as
expected:
William,Robert Mary,Jane John,Michael
Alright, so it's something to do with the phone number? I was getting impatient, and this was supposed to be easy and someone needed those phone numbers quoted. So I spun off some ad-hoc python to do it, planning to figure out what was going on with Awk later. It was also kinda embarrassing. Anyway, the python that saved the day:
import csv import os with open( "query_result.csv", mode="r", newline="" ) as inputfile, open("out.csv", mode="w+", newline="") as outputfile: reader = csv.reader( inputfile, quoting=csv.QUOTE_MINIMAL, doublequote=True, lineterminator="\n", strict=True, ) for row in reader: row[2] = '"%s"' % (row[2]) outputfile.write("%s,%s,%s\n" % (row[0], row[1], row[2]))
Later, I came back to this problem, and I still couldn't figure it out so I emailed a friend. He tried it on his own sample input and couldn't reproduce what I was seeing. I sent him my sample input and he quickly and colorfully validated my sanity.
We started hypothesizing. He discovered that formatting the phone number as an
integer ("%s,%s,*%d*\n"
) produced the expected result:
William,Robert,*2547123456* Mary,Jane,*2547123456* John,Michael,*2547123456*
That only deepened the mystery. Why couldn't he reproduce this with his own sample input, which actually had two integer columns?
In my early attempts to sanitize the output, I had tried copying the buffer into another file in emacs and noticed I couldn't reproduce the behavior with the new file. I suspected emacs was changing something. Meanwhile, my friend had figured it out: it was carriage returns. Curious about what could be different between his sample file and mine, he had opened my file in a hex editor.
Sure enough, cat -v
showed the carriage returns in the original file:
first_name,last_name,phone_number^M William,Robert,2547123456^M Mary,Jane,2547123456^M John,Michael,2547123456^M
Piping the output of awk through cat -v
also showed what awk was printing:
William,Robert,*2547123456^M* Mary,Jane,*2547123456^M* John,Michael,*2547123456^M*
So this had nothing to do with Awk at all! This explains why formatting the
phone numbers as integers doesn't produce garbled output: the \r
isn't
printed. It also explains why the file I created in emacs didn't produce garbled
output: the default buffer-file-coding-system
is undecided-unix
. But why
didn't the python script above produce garbled output as well?
With newline=""
and lineterminator="\n"
, it ought to be parsing the file
just like awk is. I'm also printing the phone number as a string, so what gives?
>>> import os >>> import csv >>> inputfile = open("sample.csv", mode="r", newline="") >>> reader = csv.reader( >>> inputfile, >>> quoting=csv.QUOTE_MINIMAL, >>> doublequote=True, >>> lineterminator="\n", >>> strict=True, >>> ) >>> rows = [] >>> for row in reader: >>> rows.append("%s,%s,*%s*\n" % (row[0], row[1], row[2])) >>> rows >>> [ >>> "first_name,last_name,*phone_number*\n", >>> "William,Robert,*2547123456*\n", >>> "Mary,Jane,*2547123456*\n", >>> "John,Michael,*2547123456*\n", >>> ] >>>
What happened to the carriage return? The answer is at the bottom of the docs for the csv module:
…It should always be safe to specify newline='', since the csv module does its own (universal) newline handling.
The glossary describes universal newline handling as:
A manner of interpreting text streams in which all of the following are recognized as ending a line: the Unix end-of-line convention '\n', the Windows convention '\r\n', and the old Macintosh convention '\r'. See PEP 278 and PEP 3116, as well as bytes.splitlines() for an additional use.
That's…neat. Can we make Awk do universal newline handling? We can, in Gawk at least:
The ability for RS to be a regular expression is a gawk extension. In most other awk implementations, or if gawk is in compatibility mode (see section Command-Line Options), just the first character of RS’s value is used.
Hence:
BEGIN {FS=","; OFS=","; RS="\r\n|\r|\n"} NR > 1 {printf("%s,%s,*%s*\n", $1, $2, $3)}
William,Robert,*2547123456* Mary,Jane,*2547123456* John,Michael,*2547123456*
Could it be that simple? I was curious if the order mattered, so I switched the
regex to \r|\n|\r\n
. Same result as above. I thought the carriage return would
be matched first. That's what man perlre
says, at least:
Alternatives are tried from left to right, so the first alternative found for which the entire expression matches, is the one that is chosen. This means that alternatives are not necessarily greedy. For example: when matching "foo|foot" against "barefoot", only the "foo" part will match, as that is the first alternative tried, and it successfully matches the target string.
I switched the regex to "\r|\n"
:
,** William,Robert,*2547123456* ,** Mary,Jane,*2547123456* ,** John,Michael,*2547123456* ,**
Interesting. Switched to "\n|\r"
. Same thing. Awk's regex is not
perl-compatible.
$ awk '{match($0, /foo|foot/); printf("%s\n", substr($0, RSTART, RLENGTH))}' <<<football foot $ awk '{match($0, /foot|foo/); printf("%s\n", substr($0, RSTART, RLENGTH))}' <<<football foot $ grep -Po 'foo|foot' <<<football foo $ grep -Eo 'foo|foot' <<<football foot
The documentation explains it:
The alternation applies to the largest possible regexps on either side.
It also matches the leftmost longest string. So with \r|\n|\r\n
, it would
match \r\n
first, so we'd parse files encoded in the Windows convention
properly. Therefore this is a working universal newline handling
implementation.
In retrospect, it should have been obvious it was carriage returns, and there were clues all over the place. But I've used Gnu/Linux exclusively for so long I forgot there were alternative end-of-line conventions.
Thanks to kmwenja for validating my sanity and solving the riddle!