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docs/api/packages/algorithm.md
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636
docs/api/packages/algorithm.md
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# Algorithm
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algorithm 算法包实现一些基本算法,sort,search,lrucache。
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<div STYLE="page-break-after: always;"></div>
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## 源码
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- [https://github.com/duke-git/lancet/blob/main/algorithm/sort.go](https://github.com/duke-git/lancet/blob/main/algorithm/sort.go)
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- [https://github.com/duke-git/lancet/blob/main/algorithm/search.go](https://github.com/duke-git/lancet/blob/main/algorithm/search.go)
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- [https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go](https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go)
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<div STYLE="page-break-after: always;"></div>
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## 用法
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```go
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import (
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"github.com/duke-git/lancet/v2/algorithm"
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)
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```
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<div STYLE="page-break-after: always;"></div>
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## 目录
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- [BubbleSort](#BubbleSort)
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- [InsertionSort](#InsertionSort)
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- [SelectionSort](#SelectionSort)
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- [ShellSort](#ShellSort)
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- [QuickSort](#QuickSort)
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- [HeapSort](#HeapSort)
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- [MergeSort](#MergeSort)
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- [CountSort](#CountSort)
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- [BinarySearch](#BinarySearch)
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- [BinaryIterativeSearch](#BinaryIterativeSearch)
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- [LinearSearch](#LinearSearch)
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- [LRUCache](#LRUCache)
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<div STYLE="page-break-after: always;"></div>
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## 文档
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### <span id="BubbleSort">BubbleSort</span>
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<p>冒泡排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
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<b>函数签名:</b>
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```go
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func BubbleSort[T any](slice []T, comparator lancetconstraints.Comparator)
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```
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<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/GNdv7Jg2Taj)</span></b>
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```go
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package main
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import (
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"fmt"
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"github.com/duke-git/lancet/v2/algorithm"
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)
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type intComparator struct{}
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func (c *intComparator) Compare(v1 any, v2 any) int {
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val1, _ := v1.(int)
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val2, _ := v2.(int)
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|
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//ascending order
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if val1 < val2 {
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return -1
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} else if val1 > val2 {
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return 1
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}
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return 0
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}
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func main() {
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numbers := []int{2, 1, 5, 3, 6, 4}
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comparator := &intComparator{}
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algorithm.BubbleSort(numbers, comparator)
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fmt.Println(numbers)
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// Output:
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// [1 2 3 4 5 6]
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}
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```
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### <span id="InsertionSort">InsertionSort</span>
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<p>插入排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
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<b>函数签名:</b>
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```go
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func InsertionSort[T any](slice []T, comparator lancetconstraints.Comparator)
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```
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<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/G5LJiWgJJW6)</span></b>
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```go
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package main
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import (
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"fmt"
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"github.com/duke-git/lancet/v2/algorithm"
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)
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type people struct {
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Name string
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Age int
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}
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// PeopleAageComparator sort people slice by age field
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type peopleAgeComparator struct{}
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// Compare implements github.com/duke-git/lancet/lancetconstraints/constraints.go/Comparator
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func (pc *peopleAgeComparator) Compare(v1 any, v2 any) int {
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p1, _ := v1.(people)
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p2, _ := v2.(people)
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//ascending order
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if p1.Age < p2.Age {
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return -1
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} else if p1.Age > p2.Age {
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return 1
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}
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return 0
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}
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func main() {
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peoples := []people{
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{Name: "a", Age: 20},
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{Name: "b", Age: 10},
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{Name: "c", Age: 17},
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{Name: "d", Age: 8},
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{Name: "e", Age: 28},
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}
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comparator := &peopleAgeComparator{}
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algorithm.InsertionSort(peoples, comparator)
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fmt.Println(peoples)
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// Output:
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// [{d 8} {b 10} {c 17} {a 20} {e 28}]
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}
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```
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### <span id="SelectionSort">SelectionSort</span>
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<p>选择排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
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<b>函数签名:</b>
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```go
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func SelectionSort[T any](slice []T, comparator lancetconstraints.Comparator)
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```
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<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/oXovbkekayS)</span></b>
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```go
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package main
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import (
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"fmt"
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"github.com/duke-git/lancet/v2/algorithm"
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)
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type intComparator struct{}
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func (c *intComparator) Compare(v1 any, v2 any) int {
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val1, _ := v1.(int)
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val2, _ := v2.(int)
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//ascending order
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if val1 < val2 {
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return -1
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} else if val1 > val2 {
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return 1
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}
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return 0
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}
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func main() {
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numbers := []int{2, 1, 5, 3, 6, 4}
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comparator := &intComparator{}
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algorithm.SelectionSort(numbers, comparator)
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fmt.Println(numbers)
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// Output:
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// [1 2 3 4 5 6]
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}
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```
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### <span id="ShellSort">ShellSort</span>
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|
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<p>希尔排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
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|
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<b>函数签名:</b>
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|
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```go
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func ShellSort[T any](slice []T, comparator lancetconstraints.Comparator)
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```
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<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/3ibkszpJEu3)</span></b>
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|
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```go
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package main
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import (
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"fmt"
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"github.com/duke-git/lancet/v2/algorithm"
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)
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type intComparator struct{}
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|
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func (c *intComparator) Compare(v1 any, v2 any) int {
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val1, _ := v1.(int)
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val2, _ := v2.(int)
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|
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//ascending order
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if val1 < val2 {
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return -1
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} else if val1 > val2 {
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return 1
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}
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return 0
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}
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func main() {
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numbers := []int{2, 1, 5, 3, 6, 4}
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comparator := &intComparator{}
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algorithm.ShellSort(numbers, comparator)
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fmt.Println(numbers)
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// Output:
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// [1 2 3 4 5 6]
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}
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```
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### <span id="QuickSort">QuickSort</span>
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|
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<p>快速排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
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<b>函数签名:</b>
|
||||
|
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```go
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func QuickSort[T any](slice []T comparator lancetconstraints.Comparator)
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```
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|
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<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/7Y7c1Elk3ax)</span></b>
|
||||
|
||||
```go
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package main
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||||
|
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import (
|
||||
"fmt"
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||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
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type intComparator struct{}
|
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|
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func (c *intComparator) Compare(v1 any, v2 any) int {
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val1, _ := v1.(int)
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val2, _ := v2.(int)
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|
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//ascending order
|
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if val1 < val2 {
|
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return -1
|
||||
} else if val1 > val2 {
|
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return 1
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}
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||||
return 0
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}
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|
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func main() {
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numbers := []int{2, 1, 5, 3, 6, 4}
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comparator := &intComparator{}
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algorithm.QuickSort(numbers, comparator)
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fmt.Println(numbers)
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// Output:
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// [1 2 3 4 5 6]
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}
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```
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### <span id="HeapSort">HeapSort</span>
|
||||
|
||||
<p>堆排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
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func HeapSort[T any](slice []T, comparator lancetconstraints.Comparator)
|
||||
```
|
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|
||||
<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/u6Iwa1VZS_f)</span></b>
|
||||
|
||||
```go
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package main
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||||
|
||||
import (
|
||||
"fmt"
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"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
type intComparator struct{}
|
||||
|
||||
func (c *intComparator) Compare(v1 any, v2 any) int {
|
||||
val1, _ := v1.(int)
|
||||
val2, _ := v2.(int)
|
||||
|
||||
//ascending order
|
||||
if val1 < val2 {
|
||||
return -1
|
||||
} else if val1 > val2 {
|
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return 1
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||||
}
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||||
return 0
|
||||
}
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func main() {
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numbers := []int{2, 1, 5, 3, 6, 4}
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comparator := &intComparator{}
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||||
|
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algorithm.HeapSort(numbers, comparator)
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|
||||
fmt.Println(numbers)
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|
||||
// Output:
|
||||
// [1 2 3 4 5 6]
|
||||
}
|
||||
```
|
||||
|
||||
### <span id="MergeSort">MergeSort</span>
|
||||
|
||||
<p>归并排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
|
||||
func MergeSort[T any](slice []T, comparator lancetconstraints.Comparator)
|
||||
```
|
||||
|
||||
<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/ydinn9YzUJn)</span></b>
|
||||
|
||||
```go
|
||||
package main
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
type intComparator struct{}
|
||||
|
||||
func (c *intComparator) Compare(v1 any, v2 any) int {
|
||||
val1, _ := v1.(int)
|
||||
val2, _ := v2.(int)
|
||||
|
||||
//ascending order
|
||||
if val1 < val2 {
|
||||
return -1
|
||||
} else if val1 > val2 {
|
||||
return 1
|
||||
}
|
||||
return 0
|
||||
}
|
||||
|
||||
func main() {
|
||||
numbers := []int{2, 1, 5, 3, 6, 4}
|
||||
comparator := &intComparator{}
|
||||
|
||||
algorithm.MergeSort(numbers, comparator)
|
||||
|
||||
fmt.Println(numbers)
|
||||
|
||||
// Output:
|
||||
// [1 2 3 4 5 6]
|
||||
}
|
||||
```
|
||||
|
||||
### <span id="CountSort">CountSort</span>
|
||||
|
||||
<p>计数排序,参数comparator需要实现包lancetconstraints.Comparator。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
|
||||
func CountSort[T any](slice []T, comparator lancetconstraints.Comparator) []T
|
||||
```
|
||||
|
||||
<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/tB-Umgm0DrP)</span></b>
|
||||
|
||||
```go
|
||||
package main
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
|
||||
type intComparator struct{}
|
||||
|
||||
func (c *intComparator) Compare(v1 any, v2 any) int {
|
||||
val1, _ := v1.(int)
|
||||
val2, _ := v2.(int)
|
||||
|
||||
//ascending order
|
||||
if val1 < val2 {
|
||||
return -1
|
||||
} else if val1 > val2 {
|
||||
return 1
|
||||
}
|
||||
return 0
|
||||
}
|
||||
|
||||
func main() {
|
||||
numbers := []int{2, 1, 5, 3, 6, 4}
|
||||
comparator := &intComparator{}
|
||||
|
||||
sortedNums := algorithm.CountSort(numbers, comparator)
|
||||
|
||||
fmt.Println(sortedNums)
|
||||
|
||||
// Output:
|
||||
// [1 2 3 4 5 6]
|
||||
}
|
||||
```
|
||||
|
||||
### <span id="BinarySearch">BinarySearch</span>
|
||||
|
||||
<p>二分递归查找,返回元素索引,未找到元素返回-1,参数comparator需要实现包lancetconstraints.Comparator。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
|
||||
func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int
|
||||
```
|
||||
|
||||
<b>示例: <span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/t6MeGiUSN47)</span></b>
|
||||
|
||||
```go
|
||||
package main
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
type intComparator struct{}
|
||||
|
||||
func (c *intComparator) Compare(v1 any, v2 any) int {
|
||||
val1, _ := v1.(int)
|
||||
val2, _ := v2.(int)
|
||||
|
||||
//ascending order
|
||||
if val1 < val2 {
|
||||
return -1
|
||||
} else if val1 > val2 {
|
||||
return 1
|
||||
}
|
||||
return 0
|
||||
}
|
||||
|
||||
func main() {
|
||||
numbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
|
||||
comparator := &intComparator{}
|
||||
|
||||
result1 := algorithm.BinarySearch(numbers, 5, 0, len(numbers)-1, comparator)
|
||||
result2 := algorithm.BinarySearch(numbers, 9, 0, len(numbers)-1, comparator)
|
||||
|
||||
fmt.Println(result1)
|
||||
fmt.Println(result2)
|
||||
|
||||
// Output:
|
||||
// 4
|
||||
// -1
|
||||
}
|
||||
```
|
||||
|
||||
### <span id="BinaryIterativeSearch">BinaryIterativeSearch</span>
|
||||
|
||||
<p>二分迭代查找,返回元素索引,未找到元素返回-1,参数comparator需要实现包lancetconstraints.Comparator。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
|
||||
func BinaryIterativeSearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int
|
||||
```
|
||||
|
||||
<b>示例: <span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/Anozfr8ZLH3)</span></b>
|
||||
|
||||
```go
|
||||
package main
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
type intComparator struct{}
|
||||
|
||||
func (c *intComparator) Compare(v1 any, v2 any) int {
|
||||
val1, _ := v1.(int)
|
||||
val2, _ := v2.(int)
|
||||
|
||||
//ascending order
|
||||
if val1 < val2 {
|
||||
return -1
|
||||
} else if val1 > val2 {
|
||||
return 1
|
||||
}
|
||||
return 0
|
||||
}
|
||||
|
||||
func main() {
|
||||
numbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
|
||||
comparator := &intComparator{}
|
||||
|
||||
result1 := algorithm.BinaryIterativeSearch(numbers, 5, 0, len(numbers)-1, comparator)
|
||||
result2 := algorithm.BinaryIterativeSearch(numbers, 9, 0, len(numbers)-1, comparator)
|
||||
|
||||
fmt.Println(result1)
|
||||
fmt.Println(result2)
|
||||
|
||||
// Output:
|
||||
// 4
|
||||
// -1
|
||||
}
|
||||
```
|
||||
|
||||
### <span id="LinearSearch">LinearSearch</span>
|
||||
|
||||
<p>基于传入的相等函数线性查找元素,返回元素索引,未找到元素返回-1。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
|
||||
func LinearSearch[T any](slice []T, target T, equal func(a, b T) bool) int
|
||||
```
|
||||
|
||||
<b>示例: <span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/IsS7rgn5s3x)</span></b>
|
||||
|
||||
```go
|
||||
package main
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
func main() {
|
||||
numbers := []int{3, 4, 5, 3, 2, 1}
|
||||
|
||||
equalFunc := func(a, b int) bool {
|
||||
return a == b
|
||||
}
|
||||
|
||||
result1 := algorithm.LinearSearch(numbers, 3, equalFunc)
|
||||
result2 := algorithm.LinearSearch(numbers, 6, equalFunc)
|
||||
|
||||
fmt.Println(result1)
|
||||
fmt.Println(result2)
|
||||
|
||||
// Output:
|
||||
// 0
|
||||
// -1
|
||||
}
|
||||
```
|
||||
|
||||
### <span id="LRUCache">LRUCache</span>
|
||||
|
||||
<p>lru算法实现缓存。</p>
|
||||
|
||||
<b>函数签名:</b>
|
||||
|
||||
```go
|
||||
func NewLRUCache[K comparable, V any](capacity int) *LRUCache[K, V]
|
||||
func (l *LRUCache[K, V]) Get(key K) (V, bool)
|
||||
func (l *LRUCache[K, V]) Put(key K, value V)
|
||||
func (l *LRUCache[K, V]) Delete(key K) bool
|
||||
func (l *LRUCache[K, V]) Len() int
|
||||
```
|
||||
|
||||
<b>示例:<span style="display:inline-block;float:right;">[运行](https://go.dev/play/p/-EZjgOURufP)</span></b>
|
||||
|
||||
```go
|
||||
package main
|
||||
|
||||
import (
|
||||
"fmt"
|
||||
"github.com/duke-git/lancet/v2/algorithm"
|
||||
)
|
||||
|
||||
func main() {
|
||||
cache := algorithm.NewLRUCache[int, int](2)
|
||||
|
||||
cache.Put(1, 1)
|
||||
cache.Put(2, 2)
|
||||
|
||||
result1, ok1 := cache.Get(1)
|
||||
result2, ok2 := cache.Get(2)
|
||||
result3, ok3 := cache.Get(3)
|
||||
|
||||
fmt.Println(result1, ok1)
|
||||
fmt.Println(result2, ok2)
|
||||
fmt.Println(result3, ok3)
|
||||
|
||||
fmt.Println(cache.Len())
|
||||
|
||||
ok := cache.Delete(2)
|
||||
fmt.Println(ok)
|
||||
|
||||
|
||||
// Output:
|
||||
// 1 true
|
||||
// 2 true
|
||||
// 0 false
|
||||
// 2
|
||||
// true
|
||||
}
|
||||
```
|
||||
Reference in New Issue
Block a user