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Programming language: Go
Tags: Data Structures    

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README

treap

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Package treap implements an immutabe sorted set datastructure using a combination tree/heap or treap.

The algorithms are mostly based on Fast Set Operations Using Treaps

Although the package is oriented towards ordered sets, it is simple to convert it to work as a persistent map. There is a working example showing how to do this.

Benchmark stats

The most interesting benchmark is the performance of insert where a single random key is inserted into a 5k sized map. As the example shows, the treap structure does well here as opposed to a regular immutable map (using full copying). This benchmark does not take into account the fact that the regular maps are not sorted unlike treaps.

The intersection benchmark compares the case where two 10k sets with 5k in common being interesected. The regular map is about 30% faster but this is still respectable showing for treaps.

$ go test --bench=. -benchmem
goos: darwin
goarch: amd64
pkg: github.com/perdata/treap
BenchmarkInsert-4                        1000000          2347 ns/op        1719 B/op         36 allocs/op
BenchmarkInsertRegularMap-4                 2000        890745 ns/op      336311 B/op          8 allocs/op
BenchmarkIntersection-4                      500       3125772 ns/op     1719838 B/op      35836 allocs/op
BenchmarkIntersectionRegularMap-4            500       2436519 ns/op      718142 B/op        123 allocs/op
BenchmarkUnion-4                            1000       1451047 ns/op      939846 B/op      19580 allocs/op
BenchmarkDiff-4                              500       3280823 ns/op     1742080 B/op      36298 allocs/op
PASS