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Experimenting with parallel map in ruby using pipes and processes.
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require 'yaml' | |
require 'enumerator' | |
module Reducer | |
def cores_count | |
case RbConfig::CONFIG['host_os'] | |
when /darwin9/ | |
`hwprefs cpu_count`.to_i | |
when /darwin/ | |
((`which hwprefs` != '') ? `hwprefs thread_count` : `sysctl -n hw.ncpu`).to_i | |
when /linux/ | |
`cat /proc/cpuinfo | grep processor | wc -l`.to_i | |
when /freebsd/ | |
`sysctl -n hw.ncpu`.to_i | |
end | |
end | |
def send_to_parallel(&block) | |
self.map do |item| | |
reader, writer = IO.pipe | |
pid = fork do | |
$PROGRAM_NAME = 'ruby worker' | |
data = YAML.dump(block.call(item)) | |
writer.write(data) | |
reader.close | |
writer.close | |
exit | |
end | |
writer.close | |
[reader, pid] | |
end | |
end | |
def read_from_parallel | |
self.map do |reader, pid| | |
Process.detach(pid) | |
readed = reader.read | |
reader.close | |
YAML.load(readed) | |
end | |
end | |
def pmap_each(&block) | |
self.send_to_parallel(&block).read_from_parallel | |
end | |
def partition_size | |
(self.size / self.cores_count.to_f).round | |
end | |
def pmap(&block) | |
self.each_slice(self.partition_size).pmap_each do |slice| | |
slice.map(&block) | |
end.flatten | |
end | |
end | |
class Array | |
include Reducer | |
end | |
class Enumerator | |
include Reducer | |
end | |
a = Array.new(9) { rand(100) } | |
block = lambda { |x| Math.sqrt(x) } | |
r = a.pmap(&block) | |
p a.size | |
p r.size | |
p a | |
p r |
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