Created
July 2, 2020 17:24
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Multi-thread processing
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class ThreadPool | |
attr_reader :pool_size, :queue_size, :block | |
def initialize(pool_size:, queue_size:, &block) | |
@pool_size = pool_size | |
@queue_size = queue_size | |
@block = block | |
pool | |
end | |
def execute(*args) | |
if queue.size >= queue_size | |
sleep 0.1 | |
else | |
queue.push(args) | |
end | |
end | |
def wait | |
sleep 0.1 while !queue.empty? | |
end | |
def wait_and_exit | |
wait | |
pool.each(&:exit) | |
end | |
private | |
def queue | |
@queue ||= Thread::Queue.new | |
end | |
def pool | |
@pool ||= pool_size.times.map do | |
Thread.new(block) do |block| | |
Thread.current.abort_on_exception = true | |
loop do | |
params = queue.pop | |
sleep 0.1 && next if params.nil? | |
block.call(params) | |
end | |
end | |
end | |
end | |
end |
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# Create 10 threads and message queue with limit 100 | |
pool = ThreadPool.new(pool_size: 10, queue_size: 100) do |column1, column2| | |
# Something useful work inside thread | |
# Will be executed with args from pool.execute | |
sleep 1 | |
puts "column1=#{column1} column2=#{column2}" | |
end | |
CSV.foreach("big_data.csv", headers: true, header_converters: :symbol) do |row| | |
# Process each row in thread, wait if queue size >= 100 | |
pool.execute(row[:column1], row[:column2]) | |
end | |
# Wait until queue is empty and exit from threads | |
pool.wait_and_exit |
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