haxmap

Fastest and most memory efficient golang concurrent hashmap

MIT License

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haxmap - 140 Latest Release

Published by alphadose 6 months ago

add Clear() function to haxmap https://github.com/alphadose/haxmap/pull/47 @semihbkgr

haxmap - 131

Published by alphadose 10 months ago

handle edge case to prevent panic during map initialization https://github.com/alphadose/haxmap/pull/44 @semihbkgr

haxmap - 130

Published by alphadose about 1 year ago

This release is all thanks to @semihbkgr 🙏

haxmap - 120

Published by alphadose almost 2 years ago

haxmap - 110

Published by alphadose about 2 years ago

haxmap - 102

Published by alphadose about 2 years ago

Fix deadlock when multiple goroutines are trying to delete the same linked-list node https://github.com/alphadose/haxmap/commit/f4885e7522f138036dabe14c8eec0e5b7b66d0a6

haxmap - 101

Published by alphadose about 2 years ago

haxmap - Stable

Published by alphadose about 2 years ago

haxmap - Performance improvement

Published by alphadose about 2 years ago

Notes

  • Improve hashing performance by switching to pure arithmetic and bitmasking for known key sizes

Benchmarks

Benchmarks were performed against golang sync.Map and the latest cornelk-hashmap

All results were computed from benchstat of 20 runs

  1. Concurrent Reads Only
name                         time/op
HaxMapReadsOnly-8            7.13µs ± 5%
GoSyncMapReadsOnly-8         22.4µs ± 2%
CornelkMapReadsOnly-8        8.28µs ± 1%
  1. Concurrent Reads with Writes
name                         time/op
HaxMapReadsWithWrites-8      8.44µs ± 5%
GoSyncMapReadsWithWrites-8   26.1µs ± 2%
CornelkMapReadsWithWrites-8  9.55µs ± 2%

name                         alloc/op
HaxMapReadsWithWrites-8      1.22kB ± 6%
GoSyncMapReadsWithWrites-8   6.06kB ± 6%
CornelkMapReadsWithWrites-8  1.56kB ± 5%

name                         allocs/op
HaxMapReadsWithWrites-8         152 ± 6%
GoSyncMapReadsWithWrites-8      562 ± 6%
CornelkMapReadsWithWrites-8     195 ± 5%
haxmap - Performance improvement and fix 32-bit compatibility

Published by alphadose about 2 years ago

Notes

Benchmarks

Benchmarks were performed against golang sync.Map and cornelk-hashmap-v1.0.6 for sample 20 cases

  1. Concurrent Reads Only
name                         time/op
HaxMapReadsOnly-8            8.75µs ± 9%
GoSyncMapReadsOnly-8         22.0µs ±11%
CornelkMapReadsOnly-8        9.20µs ±10%
  1. Concurrent Reads with Writes
name                         time/op
HaxMapReadsWithWrites-8      10.0µs ± 9%
GoSyncMapReadsWithWrites-8   24.8µs ±11%
CornelkMapReadsWithWrites-8  10.5µs ± 9%

name                         alloc/op
HaxMapReadsWithWrites-8      1.29kB ± 6%
GoSyncMapReadsWithWrites-8   6.20kB ± 5%
CornelkMapReadsWithWrites-8  1.59kB ±10%

name                         allocs/op
HaxMapReadsWithWrites-8         161 ± 4%
GoSyncMapReadsWithWrites-8      574 ± 5%
CornelkMapReadsWithWrites-8     198 ±10%
haxmap - Hashing performance improvement

Published by alphadose about 2 years ago

Notes

Performance gain obtained by inlining hash function assignments

Benchmarks

Benchmarks were performed against golang sync.Map and the latest cornelk-hashmap

All results were computed from benchstat of 20 runs (code available here)

  1. Concurrent Reads Only
name                         time/op
HaxMapReadsOnly-8            9.18µs ±12%
GoSyncMapReadsOnly-8         22.5µs ± 5%
CornelkMapReadsOnly-8        10.4µs ± 4%

name                         alloc/op
HaxMapReadsOnly-8             0.00B
GoSyncMapReadsOnly-8          0.00B
CornelkMapReadsOnly-8         0.00B

name                         allocs/op
HaxMapReadsOnly-8              0.00
GoSyncMapReadsOnly-8           0.00
CornelkMapReadsOnly-8          0.00
  1. Concurrent Reads with Writes
name                         time/op
HaxMapReadsWithWrites-8      10.5µs ± 7%
GoSyncMapReadsWithWrites-8   25.6µs ± 7%
CornelkMapReadsWithWrites-8  12.3µs ± 6%

name                         alloc/op
HaxMapReadsWithWrites-8      1.28kB ± 5%
GoSyncMapReadsWithWrites-8   6.23kB ± 6%
CornelkMapReadsWithWrites-8  5.89kB ± 7%

name                         allocs/op
HaxMapReadsWithWrites-8         159 ± 5%
GoSyncMapReadsWithWrites-8      577 ± 6%
CornelkMapReadsWithWrites-8     210 ± 8%

From the above results it is evident that haxmap takes the least time, memory and allocations in all cases

haxmap - Improve hashing performance

Published by alphadose about 2 years ago

Notes

  • Improved hashing performance leading to greater efficiency overall
  • Fixed cases when hash key is 0 valued, now tests like the case below will no longer fail
func TestHash0Collision(t *testing.T) {
	m := haxmap.New[string, int]()
	staticHasher := func(key string) uintptr {
		return 0
	}
	m.SetHasher(staticHasher)
	m.Set("1", 1)
	m.Set("2", 2)
	_, ok := m.Get("1")
	if !ok {
		t.Error("1 not found")
	}
	_, ok = m.Get("2")
	if !ok {
		t.Error("2 not found")
	}
}

Benchmarks

Benchmarks were performed against golang sync.Map and the latest cornelk-hashmap

All results were computed from benchstat of 20 runs (code available here)

  1. Concurrent Reads Only
name                         time/op
HaxMapReadsOnly-8            9.90µs ±13%
GoSyncMapReadsOnly-8         22.2µs ±14%
CornelkMapReadsOnly-8        10.4µs ±16%

name                         alloc/op
HaxMapReadsOnly-8             0.00B
GoSyncMapReadsOnly-8          0.00B
CornelkMapReadsOnly-8         0.00B

name                         allocs/op
HaxMapReadsOnly-8              0.00
GoSyncMapReadsOnly-8           0.00
CornelkMapReadsOnly-8          0.00
  1. Concurrent Reads with Writes
name                         time/op
HaxMapReadsWithWrites-8      11.2µs ±16%
GoSyncMapReadsWithWrites-8   25.6µs ±14%
CornelkMapReadsWithWrites-8  12.1µs ±12%

name                         alloc/op
HaxMapReadsWithWrites-8      1.35kB ± 8%
GoSyncMapReadsWithWrites-8   6.07kB ± 8%
CornelkMapReadsWithWrites-8  5.80kB ±10%

name                         allocs/op
HaxMapReadsWithWrites-8         168 ± 8%
GoSyncMapReadsWithWrites-8      562 ± 8%
CornelkMapReadsWithWrites-8     207 ±10%

From the above results it is evident that haxmap takes the least time, memory and allocations in all cases

haxmap - Performance++

Published by alphadose about 2 years ago

  • Huge performance gain obtained by switching bucket implementation to Harris lock-free list followed by additional optimizations from this paper
  • Fixed issue #54 from cornelk-hashmap which caused data loss on concurrent writes during map resize operations
  • Added support for 32-bit systems and more map key types

Benchmarks

Benchmarks were performed against golang sync.Map and the latest generics-enabled cornelk-hashmap

All results were computed from benchstat of 20 runs (code available here)

  1. Concurrent Reads Only
name                         time/op
HaxMapReadsOnly-8            10.9µs ±11%
GoSyncMapReadsOnly-8         23.0µs ± 7%
CornelkMapReadsOnly-8        12.3µs ±11%

name                         alloc/op
HaxMapReadsOnly-8             0.00B
GoSyncMapReadsOnly-8          0.00B
CornelkMapReadsOnly-8         0.00B

name                         allocs/op
HaxMapReadsOnly-8              0.00
GoSyncMapReadsOnly-8           0.00
CornelkMapReadsOnly-8          0.00
  1. Concurrent Reads with Writes
name                         time/op
HaxMapReadsWithWrites-8      12.6µs ±11%
GoSyncMapReadsWithWrites-8   25.6µs ±10%
CornelkMapReadsWithWrites-8  14.3µs ±13%

name                         alloc/op
HaxMapReadsWithWrites-8      1.46kB ± 3%
GoSyncMapReadsWithWrites-8   6.19kB ± 6%
CornelkMapReadsWithWrites-8  6.70kB ± 9%

name                         allocs/op
HaxMapReadsOnly-8              0.00
HaxMapReadsWithWrites-8         183 ± 3%
GoSyncMapReadsOnly-8           0.00
GoSyncMapReadsWithWrites-8      573 ± 7%
CornelkMapReadsOnly-8          0.00
CornelkMapReadsWithWrites-8     239 ± 9%

From the above results it is evident that haxmap takes the least time, memory and allocations in all cases

haxmap - init

Published by alphadose about 2 years ago