xiaonanln / go-skiplist

Skip List implementation in Golang

go-skiplist

Skip List implementation in Golang.

Installation

go get github.com/xiaonanln/go-skiplist

Overview

SkipList has almost same interface as red-black tree in github.com/petar/GoLLRB/llrb.

Thanks to petar, I used LLRB test files directly, and most test cases just work without modification

Performance

Current implementation of SkipList has comparable performance with LLRB, except for DeleteMin which SkipList outperforms LLRB dramatically.

LLRB:

goos: linux
goarch: amd64
pkg: github.com/petar/GoLLRB/llrb
BenchmarkInsert-32       	 1000000	      1269 ns/op
BenchmarkDelete-32       	 1000000	      1261 ns/op
BenchmarkDeleteMin-32    	 2000000	       800 ns/op

SkipList:

goos: linux
goarch: amd64
pkg: github.com/xiaonanln/go-skiplist
BenchmarkInsert-32         	 2000000	       773 ns/op
BenchmarkDelete-32         	 3000000	       547 ns/op
BenchmarkDeleteMin-32      	50000000	        27.4 ns/op

Fuzzy Tests

=== RUN   TestFuzzyLLRB
--- PASS: TestFuzzyLLRB (19.90s)
=== RUN   TestFuzzySkipList
--- PASS: TestFuzzySkipList (12.03s)
=== RUN   TestFuzzyHangduSkipList from github.com/huandu/skiplist
--- PASS: TestFuzzyHangduSkipList (12.68s)

RAM consumption

With significant optimization effort, the current RAM consumption of SkipList (p=0.25) is more or less same with LLRB.

LLRB:

Showing nodes accounting for 24.62MB, 99.63% of 24.71MB total
Dropped 62 nodes (cum <= 0.12MB)
      flat  flat%   sum%        cum   cum%
   21.10MB 85.39% 85.39%    21.10MB 85.39%  github.com/petar/GoLLRB/llrb.newNode (inline)
    3.52MB 14.23% 99.63%    24.62MB 99.63%  github.com/xiaonanln/go-skiplist.TestMemoryLLRB
         0     0% 99.63%    21.10MB 85.39%  github.com/petar/GoLLRB/llrb.(*LLRB).ReplaceOrInsert
         0     0% 99.63%    21.10MB 85.39%  github.com/petar/GoLLRB/llrb.(*LLRB).replaceOrInsert

SkipList with probability p = 0.25:

Showing nodes accounting for 23.07MB, 98.96% of 23.31MB total
Dropped 71 nodes (cum <= 0.12MB)
      flat  flat%   sum%        cum   cum%
   13.56MB 58.15% 58.15%    13.56MB 58.15%  github.com/xiaonanln/go-skiplist.glob..func1
    4.52MB 19.38% 77.53%    23.21MB 99.56%  github.com/xiaonanln/go-skiplist.TestMemorySkipList
    3.39MB 14.55% 92.08%     3.39MB 14.55%  github.com/xiaonanln/go-skiplist.glob..func2
    1.27MB  5.45% 97.53%     1.27MB  5.45%  github.com/xiaonanln/go-skiplist.glob..func3
    0.32MB  1.35% 98.88%     0.32MB  1.35%  github.com/xiaonanln/go-skiplist.glob..func4
    0.02MB 0.075% 98.96%    18.69MB 80.17%  github.com/xiaonanln/go-skiplist.(*SkipList).ReplaceOrInsert
         0     0% 98.96%    18.67MB 80.10%  github.com/xiaonanln/go-skiplist.allocNode