16
APR2007
No Longer the Fastest Game in Town
If your number one concern when working with CSV data in Ruby is raw speed, you might want to know that FasterCSV is no longer the fastest option.
There are a couple of new contenders for Ruby CSV processing including a C extension called SimpleCSV and a pure Ruby library called LightCsv. I haven't been able to test SimpleCSV locally, because I can't get it to build on my box, but users do tell me it's faster. I have run some trivial benchmarks for LightCsv though and it too is pretty quick:
$ rake benchmark
(in /Users/james/Documents/faster_csv)
time ruby -r csv -e '6.times { CSV.foreach("test/test_data.csv") { |row| } }'
real 0m5.481s
user 0m5.468s
sys 0m0.010s
time ruby -r lightcsv -e \
'6.times { LightCsv.foreach("test/test_data.csv") { |row| } }'
real 0m0.358s
user 0m0.349s
sys 0m0.008s
time ruby -r lib/faster_csv -e \
'6.times { FasterCSV.foreach("test/test_data.csv") { |row| } }'
real 0m0.742s
user 0m0.732s
sys 0m0.009s
It's important to note that LightCsv is indeed very "light." FasterCSV has grown up into a feature rich library that provides many different ways to look at your data. In contrast, LightCsv doesn't yet allow you to set column or row separators. Given that, it's only an option for vanilla CSV you just need to iterate over. If that's what you have though, and speed counts, it might just be the right choice.
For the curious, LightCsv achieves its speed advantage in two ways. First, it uses StringScanner to manage the parsing. StringScanner is a C extension, though it is a standard library installed with Ruby.
More importantly, I suspect, LightCsv uses an input buffer for reading while FasterCSV works line by line. I suspect this second difference accounts for the majority of the speed increase since the buffered code will hit the hard drive quite a bit less for the average CSV file. This does require more memory though, of course.
Aside from these differences, FasterCSV and LightCsv have very similar parsers.
Comments (2)
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tommy April 18th, 2007 Reply LinkLightCsvdo not useStringIO.
It useStringScanner.-
Oops. Good catch. I have corrected the article.
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I didn't go to university http://xxxxxx.in.net/ xxx hamster The University of Leicester said it was "digesting" the judgment but added that it "continues to take the view that the claim is without merit" and maintains it is "entirely proper and fitting" the remains should be buried in Leicester Cathedral.
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Do you play any instruments? http://xnxxxnx.in.net/ xxxx Primark, whose low prices have helped it expand to more than 250 stores in Britain and Europe, has already paid six months salary to all 3,621 workers affected by the collapse and their families, committing some $2 million in short-term financial support and food distribution.
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