From: duerst@... Date: 2019-08-23T02:02:24+00:00 Subject: [ruby-core:94492] [Ruby master Feature#16119] Optimize Array#flatten and flatten! for already flattened arrays Issue #16119 has been updated by duerst (Martin D�rst). I was afraid that this would be an optimization for flat arrays, but increase time for nested arrays. But that's not the case, because at the bottom, there will be flat arrays, and flattening these will be faster. However, I expect this to be slower on arrays that are 'almost flat', i.e. ``` almost_flat_ary = 100.times.to_a + [1, 2] ``` Putting the nested array at the end will make sure all elements of the big array are checked, only to discover that actual flattening work is needed. The time needed for checking will not be offset by the allocation savings on the small array at the end. Still I think that in general, this should be faster, and so it should be worth accepting this patch. ---------------------------------------- Feature #16119: Optimize Array#flatten and flatten! for already flattened arrays https://bugs.ruby-lang.org/issues/16119#change-80927 * Author: dylants (Dylan Thacker-Smith) * Status: Open * Priority: Normal * Assignee: * Target version: ---------------------------------------- ## Problem When doing an object profile from stackprof, I noticed object allocations being made from `Array#flatten!` which was unlike other in-place methods like `Array#uniq!` and `Array#compact!`. In this case, I wanted to optimize for the array already being flattened and found that `ary.flatten! if ary.any?(Array)` was significantly faster. The code confirmed my suspicion that `ary.flatten!` was almost equivalent to `ary.replace(ary.flatten)` in implementation. The object allocations I noticed were from a temporary result array, a stack array to handle nesting and a hash table to prevent infinite recursion, all of which can be avoided in the simple case of an already flattened array. ## Solution Iterate over the array to find the first nested array. If no nested array is found, then `flatten!` just returns `nil` without creating additional objects and `flatten` returns a shared copy of the original array. If a nested array is found, then it creates and initializes the temporary objects to resume with the existing algorithm for flattening the array. ## Benchmark ```ruby require 'benchmark' N = 100000 def report(x, name) x.report(name) do N.times do yield end end end arrays = { small_flat_ary: 5.times.to_a, large_flat_ary: 100.times.to_a, small_pairs_ary: [[1, 2]] * 5, large_pairs_ary: [[1, 2]] * 100, } Benchmark.bmbm do |x| arrays.each do |name, ary| report(x, "#{name}.flatten!") do ary.flatten! end report(x, "#{name}.flatten") do ary.flatten end end end ``` results on the latest master (`ruby 2.7.0dev (2019-08-22T14:10:55Z master fd20b32130) [x86_64-darwin18]`) ``` user system total real small_flat_ary.flatten! 0.082001 0.000294 0.082295 ( 0.082685) small_flat_ary.flatten 0.078655 0.000211 0.078866 ( 0.079176) large_flat_ary.flatten! 0.552551 0.001643 0.554194 ( 0.556166) large_flat_ary.flatten 0.551520 0.001327 0.552847 ( 0.554091) small_pairs_ary.flatten! 0.100073 0.000302 0.100375 ( 0.100687) small_pairs_ary.flatten 0.109440 0.000232 0.109672 ( 0.109850) large_pairs_ary.flatten! 1.021200 0.001650 1.022850 ( 1.024227) large_pairs_ary.flatten 1.049046 0.002938 1.051984 ( 1.055228) ``` results with the attached patch ``` user system total real small_flat_ary.flatten! 0.034868 0.000150 0.035018 ( 0.035180) small_flat_ary.flatten 0.040504 0.000148 0.040652 ( 0.040914) large_flat_ary.flatten! 0.458273 0.000786 0.459059 ( 0.460005) large_flat_ary.flatten 0.453846 0.000833 0.454679 ( 0.455324) small_pairs_ary.flatten! 0.055211 0.000205 0.055416 ( 0.055673) small_pairs_ary.flatten 0.060157 0.000226 0.060383 ( 0.060540) large_pairs_ary.flatten! 0.901698 0.001650 0.903348 ( 0.905246) large_pairs_ary.flatten 0.917180 0.001370 0.918550 ( 0.920008) ``` ---Files-------------------------------- 0001-Optimize-Array-flatten-and-flatten-for-already-fl.diff.txt (2.79 KB) -- https://bugs.ruby-lang.org/ Unsubscribe: