good chemistry is complicated,
and a little bit messy -LW
Re^3: to thread or fork or ?by BrowserUk (Pope)
|on Oct 19, 2012 at 04:59 UTC||Need Help??|
Split your bigfile size across N machines.
Have a process on each machine that processes a filesize/N chunk of the bigfile. (Say, 32 machines each reading a different 32GB chunk of your 1TB file.)
Each reader accumulates word counts in a hash until the hash size approaches it's memory limit.
(Assume ~1.5GB/10 million words/keys on a 64-bit Perl; somewhat less on a 32-bit.)
When that limit is reached; it posts (probably udp) out the word/count pairs to the appropriate accumulator machines; frees the hash and continues reading the file from where it left off.
No threading, shared memory or locking required. Simple to set up and efficient to process.
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