[erlang-questions] Speed of CSV parsing: how to read 1M of lines in 1 second
Tim Watson
watson.timothy@REDACTED
Fri Mar 23 13:55:51 CET 2012
On 23 Mar 2012, at 12:54, Gordon Guthrie wrote:
> Max
>
> There is a csv parser for RFC 4180 compliant csv files which is now
> being maintained by Eric Merritt:
> https://github.com/afiniate/erfc_parsers/tree/master/src
>
This appears to read the whole file into memory, so probably not very space efficient for dealing with large files.
> Gordon
>
> On 23 March 2012 10:30, Max Lapshin <max.lapshin@REDACTED> wrote:
>> I need to load large CSV file into memory very fast.
>>
>> I've tried to use erlang parser, but my results were very bad (in fact
>> file:read_line is very slow), so I've tried to make a NIF for it.
>> Target speed is 1 microsecond per line.
>>
>>
>> My CSV has very strict format: only numbers, no quoting, \n in the
>> end. Also I moved parsing of integers and date into NIF.
>>
>> My results are here: http://github.com/maxlapshin/csv_reader and I get
>> only 15 microseconds: 4,5 seconds for 300K lines CSV.
>>
>> Currently I use fgets to read line by line from file. Maybe it is a
>> bad idea and I should use mmap or implement 1MB buffer for read?
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>
>
>
> --
> Gordon Guthrie
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>
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