I have a computation that can be divided into independent units and the way I'm dealing with it now is by creating a fixed number of threads and then handing off chunks of work to be done in each thread. So in pseudo code here's what it looks like
# main thread
work_units.take(10).each {|work_unit| spawn_thread_for work_unit}
def spawn_thread_for(work)
Thread.new do
do_some work
more_work = work_units.pop
spawn_thread_for more_work unless more_work.nil?
end
end
Basically once the initial number of threads is created each one does some work and then keeps taking stuff to be done from the work stack until nothing is left. Everything works fine when I run things in irb but when I execute the script using the interpreter things don't work out so well. I'm not sure how to make the main thread wait until all the work is finished. Is there a nice way of doing this or am I stuck with executing sleep 10 until work_units.empty?
in the main thread
The Ruby interpreter handles the management of the threads and only one or two native thread are created.
Ruby makes it easy to write multi-threaded programs with the Thread class. Ruby threads are a lightweight and efficient way to achieve concurrency in your code.
Multi-threading is the most useful property of Ruby which allows concurrent programming of two or more parts of the program for maximizing the utilization of CPU. Each part of a program is called Thread. So, in other words, threads are lightweight processes within a process.
In ruby 1.9 (and 2.0), you can use ThreadsWait
from the stdlib for this purpose:
require 'thread'
require 'thwait'
threads = []
threads << Thread.new { }
threads << Thread.new { }
ThreadsWait.all_waits(*threads)
If you modify spawn_thread_for
to save a reference to your created Thread
, then you can call Thread#join
on the thread to wait for completion:
x = Thread.new { sleep 0.1; print "x"; print "y"; print "z" }
a = Thread.new { print "a"; print "b"; sleep 0.2; print "c" }
x.join # Let the threads finish before
a.join # main thread exits...
produces:
abxyzc
(Stolen from the ri Thread.new
documentation. See the ri Thread.join
documentation for some more details.)
So, if you amend spawn_thread_for
to save the Thread references, you can join on them all:
(Untested, but ought to give the flavor)
# main thread
work_units = Queue.new # and fill the queue...
threads = []
10.downto(1) do
threads << Thread.new do
loop do
w = work_units.pop
Thread::exit() if w.nil?
do_some_work(w)
end
end
end
# main thread continues while work threads devour work
threads.each(&:join)
Thread.list.each{ |t| t.join unless t == Thread.current }
It seems like you are replicating what the Parallel Each (Peach) library provides.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With