[erlang-questions] Speed of CSV parsing: how to read 1M of lines in 1 second
Ulf Wiger
ulf@REDACTED
Fri Mar 23 12:29:15 CET 2012
open_port({spawn, "/bin/cat " ++ File}, [{line, MaxLen}, binary])
will pour the file, one line at a time, into your message queue. :)
Wicked fast, but no flow control.
Fredrik Svahn made a flow-control hack for stdin back in 2008, but I don't know (a) if that's applicable to you or (b) if it ever made it into the OTP source somehow.
http://erlang.org/pipermail/erlang-bugs/2008-December/001136.html
Otherwise, opening the file in [raw, binary] mode and using re:split() ought to work reasonably well.
file:read_line() is indeed dreadfully slow, but is OTOH extremely nice in distributed embedded systems, as it supports IO redirection across nodes.
BR,
Ulf W
On 23 Mar 2012, at 11:30, Max Lapshin 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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