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May 27, 2022 18:08
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Demo async queue consumer with concurrent N workers in Ruby
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require 'concurrent' | |
require 'benchmark' | |
require 'logger' | |
module Logging # Credits: https://stackoverflow.com/a/6768164/10118318 | |
# This is the magical bit that gets mixed into your classes | |
def logger | |
Logging.logger | |
end | |
# Global, memoized, lazy initialized instance of a logger | |
def self.logger | |
@logger ||= Logger.new(STDOUT) | |
end | |
end | |
class AsyncConsumer | |
include Logging | |
NUM_WORKERS = 5 | |
NUM_JOBS = 100 | |
attr_accessor :stats | |
def initialize(executor, options: { n_workers: NUM_WORKERS, n_jobs: NUM_JOBS }) | |
@jobs = SizedQueue.new(options[:n_jobs]) | |
push_sample_jobs(10) | |
@executor = executor | |
@stats = Concurrent::Hash.new | |
end | |
def run | |
logger.info 'Starting workers' | |
t = Benchmark.realtime do | |
promises = Array.new(NUM_WORKERS) do |worker| | |
Concurrent::Promises.future do | |
logger.info "Starting worker #{worker}" | |
while !@jobs.empty? && (x = pop_job) | |
logger.info "Worker #{worker} picked job: #{x.inspect}" | |
incr_counter(worker) | |
job_name, sleep_time = x | |
begin | |
@executor.call(job_name, sleep_time) | |
rescue => e | |
logger.error "Bad luck! Job #{job_name} has failed due to error: #{e.message}\n#{e.backtrace[0]}" | |
end | |
logger.info "Worker #{worker} finished job: #{x.inspect}" | |
end | |
logger.info "Stopping worker #{worker}" | |
end | |
end | |
promises.each(&:value!) # resolve promises | |
end | |
logger.info "Elapsed %.3f s" % t | |
rescue => e | |
logger.error "Terminated due to error: #{e.message}\n#{e.backtrace[0]}" | |
ensure | |
logger.info 'Finished workers' | |
end | |
def print_performance | |
puts "Performance: #{stats.inspect}" | |
end | |
private | |
def push_sample_jobs(n) | |
@jobs.push(["L1", 3.0]) # a bit longer job | |
@jobs.push(["L2", 2.0]) # a bit longer job | |
n.times do | |
@jobs.push([["A", "B", "C"].sample, rand*0.1]) # shorter job | |
end | |
@jobs.push(nil) | |
@jobs.close | |
end | |
def pop_job | |
@jobs.pop | |
end | |
def incr_counter(worker) | |
@stats[worker] ||= 0 | |
@stats[worker] += 1 | |
end | |
end | |
executor = lambda do |job_name, sleep_time| | |
Logging.logger.info "job_name: #{job_name}, sleep_time: #{sleep_time}" | |
raise "Boom!" if !job_name.start_with?("L") && sleep_time > 0.8 | |
sleep(1e-3 + sleep_time) | |
end | |
consumer = AsyncConsumer.new(executor) | |
consumer.run | |
consumer.print_performance |
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