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add a sliding window where entries slide off after a period of time
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require 'thread' | ||
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module Semian | ||
module Simple | ||
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class TimeSlidingWindow #:nodoc: | ||
extend Forwardable | ||
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def_delegators :@window, :size, :empty?, :length | ||
attr_reader :time_window_millis | ||
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Pair = Struct.new(:head, :tail) | ||
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# A sliding window is a structure that stores the most recent entries that were pushed within the last slice of time | ||
def initialize(time_window) | ||
@time_window_millis = time_window * 1000 | ||
@window = [] | ||
end | ||
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def count(arg) | ||
vals = @window.map { |pair| pair.tail} | ||
vals.count(arg) | ||
end | ||
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def push(value) | ||
remove_old # make room | ||
@window << Pair.new(current_time, value) | ||
self | ||
end | ||
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alias_method :<<, :push | ||
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def clear | ||
@window.clear | ||
self | ||
end | ||
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def last | ||
@window.last&.tail | ||
end | ||
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def remove_old | ||
midtime = current_time - time_window_millis | ||
# special case, everything is too old | ||
@window.clear if !@window.empty? and @window.last.head < midtime | ||
# otherwise we find the index position where the cutoff is | ||
idx = (0...@window.size).bsearch { |n| @window[n].head >= midtime } | ||
@window.slice!(0, idx) if idx | ||
end | ||
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alias_method :destroy, :clear | ||
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private | ||
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def current_time | ||
Process.clock_gettime(Process::CLOCK_MONOTONIC, :float_millisecond) | ||
end | ||
end | ||
end | ||
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module ThreadSafe | ||
class TimeSlidingWindow < Simple::TimeSlidingWindow | ||
def initialize(*) | ||
super | ||
@lock = Mutex.new | ||
end | ||
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# #size, #last, and #clear are not wrapped in a mutex. For the first two, | ||
# the worst-case is a thread-switch at a timing where they'd receive an | ||
# out-of-date value--which could happen with a mutex as well. | ||
# | ||
# As for clear, it's an all or nothing operation. Doesn't matter if we | ||
# have the lock or not. | ||
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def count(*) | ||
@lock.synchronize { super } | ||
end | ||
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def remove_old | ||
@lock.synchronize { super } | ||
end | ||
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def push(*) | ||
@lock.synchronize { super } | ||
end | ||
end | ||
end | ||
end |
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require 'test_helper' | ||
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class TestTimeSlidingWindow < Minitest::Test | ||
def setup | ||
@sliding_window = ::Semian::ThreadSafe::TimeSlidingWindow.new(0.5) # Timecop doesn't work with a monotonic clock | ||
@sliding_window.clear | ||
end | ||
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def teardown | ||
@sliding_window.destroy | ||
end | ||
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def test_sliding_window_push | ||
assert_equal(0, @sliding_window.size) | ||
@sliding_window << 1 | ||
assert_sliding_window(@sliding_window, [1], 500) | ||
@sliding_window << 5 | ||
assert_sliding_window(@sliding_window, [1, 5], 500) | ||
end | ||
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def test_special_everything_too_old | ||
@sliding_window << 0 << 1 | ||
sleep(0.501) | ||
assert_sliding_window(@sliding_window, [], 500) | ||
end | ||
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def test_sliding_window_edge_falloff | ||
assert_equal(0, @sliding_window.size) | ||
@sliding_window << 0 << 1 << 2 << 3 << 4 << 5 << 6 << 7 | ||
assert_sliding_window(@sliding_window, [0, 1, 2, 3, 4, 5, 6, 7], 500) | ||
sleep(0.251) | ||
@sliding_window << 8 << 9 << 10 | ||
sleep(0.251) | ||
assert_sliding_window(@sliding_window, [8, 9, 10], 500) | ||
@sliding_window << 11 | ||
sleep(0.251) | ||
assert_sliding_window(@sliding_window, [11], 500) | ||
end | ||
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def test_sliding_window_count | ||
@sliding_window << true << false << true << false << true << true << true | ||
assert_equal(5, @sliding_window.count(true)) | ||
assert_equal(2, @sliding_window.count(false)) | ||
end | ||
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def test_issue | ||
@window = @sliding_window.instance_variable_get("@window") | ||
@window << ::Semian::ThreadSafe::TimeSlidingWindow::Pair.new(338019700.707, true) | ||
@window << ::Semian::ThreadSafe::TimeSlidingWindow::Pair.new(338019701.707, true) | ||
@sliding_window << false | ||
puts('break') | ||
end | ||
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private | ||
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def assert_sliding_window(sliding_window, array, time_window_millis) | ||
# Get private member, the sliding_window doesn't expose the entire array | ||
sliding_window.remove_old | ||
data = sliding_window.instance_variable_get("@window").map { |pair| pair.tail } | ||
assert_equal(array, data) | ||
assert_equal(time_window_millis, sliding_window.time_window_millis) | ||
end | ||
end |