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16

APR
2007

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)
  1. tommy
    tommy April 18th, 2007 Reply Link

    LightCsv do not use StringIO.
    It use StringScanner.

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    2. James Edward Gray II
      James Edward Gray II April 18th, 2007 Reply Link

      Oops. Good catch. I have corrected the article.

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      I'd like , please should cellphones be allowed in school essay In 2011, after three years of marriage, a couple of graduates in the city of Wuhan made the news for believing that lying side-by-side in bed would result in pregnancy. However, with travel abroad increasing – and with it the exposure to different cultures – Chinese people are becoming more educated about sex, and attitudes are slowly changing.

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      Renaldo
      Renaldo April 15th, 2016 Reply Link

      Could I have a statement, please? mit research papers "This was a difficult decision, and different prosecutors may have come to a different conclusion, but it is not for me to say whether it is the right or wrong decision. It is for the DPP to make his decisions independently and based on the individual facts of the matter. However, following our discussions, I am satisfied that the director has taken this decision properly and conscientiously."

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      Taylor
      Taylor April 15th, 2016 Reply Link

      Jonny was here recommendation research paper The programme was cut by $380-million for the 2013 fiscal year and the Global Fund to Fight Aids, TB and Malaria, the largest multilateral donor, is short of $1.3-billion for the 2011-2013 period. 

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      Elvis
      Elvis April 15th, 2016 Reply Link

      I'm on work experience essays for sale The WAO later added: "Other than Carmarthenshire and Pembrokeshire county councils, the appointed auditor is not aware of any other unitary authorities in Wales who have entered into a similar arrangement."

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      Fermin
      Fermin April 15th, 2016 Reply Link

      this is be cool 8) chspe essay Comedian Bill Cosby and filmmaker Spike Lee will speak at a Saturday panel discussion, and Saturday night, Jamie Foxx will host a concert featuring singer-songwriters Jill Scott and Charlie Wilson. Lee's new documentary "Four Little Girls" will be screened on Sunday.

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      Ashley
      Ashley April 15th, 2016 Reply Link

      A First Class stamp anyone heard of on time paper assistance Greenpeace has welcomed many of the advances being made in biotechnology. Sophisticated plant breeding techniques utilising genome sequencing and marker-assisted breeding have brought us blight-resistant potatoes and crops enriched with nutrients; flood-tolerant rice and drought-tolerant maize. All are being used successfully today by thousands of farmers in Africa. None though, are GM.

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