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61 changes: 61 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -141,3 +141,64 @@ which will be store in the Red-Black tree, here are some examples.
fmt.Printf("%+v\n", i)
return true
}

## Type-Safe Generic API (Go 1.18+)

For Go 1.18 and later, a generic implementation is available with better type safety and performance. The original `Rbtree` API will continue to be maintained.

```go
package main

import (
"fmt"
"github.com/HuKeping/rbtree"
)

type MyID int64

func (x MyID) Less(y MyID) bool {
return x < y
}

func main() {
tree := rbtree.NewGeneric[MyID]()

tree.Insert(1)
tree.Insert(2)
tree.Insert(3)

// Get returns (value, found)
if val, ok := tree.Get(2); ok {
fmt.Println(val)
}

// Contains for existence check
fmt.Println(tree.Contains(2)) // true

// ForEach for full traversal
tree.ForEach(func(id MyID) bool {
fmt.Println(id)
return true
})

// Clear all elements
tree.Clear()
}
```

### Key Differences from Legacy API

| Operation | Legacy (`Rbtree`) | Generic (`GenericRbtree[T]`) |
|-----------|-------------------|------------------------------|
| Create | `rbtree.New()` | `rbtree.NewGeneric[T]()` |
| Get | `Get(key) Item` | `Get(key) (T, bool)` |
| Delete | `Delete(key) Item` | `Delete(key) (T, bool)` |
| Min/Max | `Min() Item` | `Min() (T, bool)` |
| Contains | N/A | `Contains(key) bool` |
| Clear | N/A | `Clear()` |

The generic version provides:
- **Compile-time type safety** - no runtime type assertions
- **Better performance** - 14-31% faster in benchmarks
- **Zero allocations** for `Get` operation
- **Explicit success indication** via `(value, bool)` return
2 changes: 1 addition & 1 deletion go.mod
Original file line number Diff line number Diff line change
@@ -1,3 +1,3 @@
module github.com/HuKeping/rbtree

go 1.16
go 1.18
171 changes: 171 additions & 0 deletions rbtree_bench_test.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,171 @@
// Copyright 2015, Hu Keping. All rights reserved.
// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

package rbtree

import (
"testing"
)

// Benchmark for legacy Rbtree with Int type

func BenchmarkLegacyInsert(b *testing.B) {
rbt := New()
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Insert(Int(i))
}
}

func BenchmarkLegacyGet(b *testing.B) {
rbt := New()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(Int(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Get(Int(i % 1000))
}
}

func BenchmarkLegacyDelete(b *testing.B) {
rbt := New()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(Int(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Delete(Int(i % 1000))
// Re-insert to keep tree populated
rbt.Insert(Int(i % 1000))
}
}

func BenchmarkLegacyMin(b *testing.B) {
rbt := New()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(Int(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Min()
}
}

func BenchmarkLegacyAscend(b *testing.B) {
rbt := New()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(Int(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
count := 0
rbt.Ascend(Int(0), func(item Item) bool {
count++
return count < 100 // Only iterate first 100
})
}
}

// Benchmark for GenericRbtree with IntWithLess type

func BenchmarkGenericInsert(b *testing.B) {
rbt := NewGeneric[IntWithLess]()
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Insert(IntWithLess(i))
}
}

func BenchmarkGenericGet(b *testing.B) {
rbt := NewGeneric[IntWithLess]()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(IntWithLess(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Get(IntWithLess(i % 1000))
}
}

func BenchmarkGenericDelete(b *testing.B) {
rbt := NewGeneric[IntWithLess]()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(IntWithLess(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Delete(IntWithLess(i % 1000))
// Re-insert to keep tree populated
rbt.Insert(IntWithLess(i % 1000))
}
}

func BenchmarkGenericMin(b *testing.B) {
rbt := NewGeneric[IntWithLess]()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(IntWithLess(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Min()
}
}

func BenchmarkGenericAscend(b *testing.B) {
rbt := NewGeneric[IntWithLess]()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(IntWithLess(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
count := 0
rbt.Ascend(IntWithLess(0), func(item IntWithLess) bool {
count++
return count < 100 // Only iterate first 100
})
}
}

// Mixed workload benchmark

func BenchmarkLegacyMixed(b *testing.B) {
rbt := New()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(Int(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Get(Int(i % 1000))
rbt.Insert(Int(1000 + i))
if i%10 == 0 {
rbt.Delete(Int(i % 1000))
}
}
}

func BenchmarkGenericMixed(b *testing.B) {
rbt := NewGeneric[IntWithLess]()
// Setup: insert 1000 elements
for i := 0; i < 1000; i++ {
rbt.Insert(IntWithLess(i))
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
rbt.Get(IntWithLess(i % 1000))
rbt.Insert(IntWithLess(1000 + i))
if i%10 == 0 {
rbt.Delete(IntWithLess(i % 1000))
}
}
}
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