doc: update doc for v2.3.1

* fix(netutil): Add proxy ip to send request

* fix(netutil): Add proxy IP to send request

---------

Co-authored-by: 杨崟 <yangyin@addcn.com>

.github/FUNDING.yml

@@ -0,0 +1,3 @@
+# These are supported funding model platforms
+liberapay: Duke_Du
+patreon: DukeDu

.github/workflows/codecov.yml

@@ -3,11 +3,11 @@ on:
   push:
     branches:
       - main
-      # - v2
+      - rc
   pull_request:
     branches:
       - main
-      # - v2
+      - rc
 jobs:
   build:
     runs-on: ubuntu-latest
@@ -17,8 +17,10 @@ jobs:
           fetch-depth: 2
       - uses: actions/setup-go@v2
         with:
-          go-version: "1.18"
+          go-version: "1.20"
       - name: Run coverage
         run: go test -v ./... -coverprofile=coverage.txt -covermode=atomic
+      - name: Run govet
+        run: go vet -v ./...
       - name: Upload coverage to Codecov
         run: bash <(curl -s https://codecov.io/bash)

.gitignore

@@ -6,5 +6,10 @@ fileutil/*.txt
 fileutil/*.zip
 fileutil/*.link
 fileutil/unzip/*
+fileutil/tempdir/*
 slice/testdata/*
-cryptor/*.pem
+cryptor/*.pem
+test
+docs/node_modules
+docs/.vitepress/cache
+docs/.vitepress/dist

CONTRIBUTING.md

@@ -0,0 +1,37 @@
+# Lancet Contributing Guide
+
+Hi! Thank you for choosing Lancet.
+
+Lancet is a powerful, efficient, and reusable util function library of go. It makes Go dev easier by taking the hassle out of working with concurrency, net, math, slice, string, etc.
+
+We are excited that you are interested in contributing to lancet. Before submitting your contribution though, please make sure to take a moment and read through the following guidelines.
+
+## Issue Guidelines
+
+- Issues are exclusively for bug reports, feature requests and design-related topics. Other questions may be closed directly.
+
+- Before submitting an issue, please check if similar problems have already been issued.
+
+- Please specify which version of Lancet and Go you are using, and provide OS information. [Go Playground](https://go.dev/play/) is recommended to build a live demo so that your issue can be reproduced clearly.
+
+## Pull Request Guidelines
+
+- Fork this repository to your own account. Do not create branches here.
+
+- Commit info should be formatted as `type(scope): info about commit`. eg. `fix(package): [scrollbar] fix xxx bug`.
+
+  1. type: type must be one of [chore, docs, feat, fix, refactor, release, test].
+
+  2. scope: scope must be one of [package, file, internal].
+
+  3. header: header must not be longer than 72 characters.
+
+- Rebase before creating a PR to keep commit history clear.
+
+- Before submitting a PR, please execute the unit test command: `go test -v ./...` to ensure that all unit test tasks should pass.
+
+- Make sure PRs are created to `rc` branch instead of other branch.
+
+- If your PR fixes a bug, please provide a description about the related bug.
+
+- If the PR is for a new feature, make sure to complete the relevant documentation (/lancet/docs/en/api/packages).

CONTRIBUTING.zh-CN.md

@@ -0,0 +1,37 @@
+# Lancet 贡献指南
+
+Hi! 首先感谢你使用 Lancet。
+
+lancet（柳叶刀）是一个功能强大、全面、高效、可复用的go语言工具函数库。它消除了处理并发、网络、数学、切片、字符串等的麻烦，使 Go 开发变得更容易。
+
+Lancet 的成长离不开大家的支持，如果你愿意为 Lancet 贡献代码或提供建议，请阅读以下内容。
+
+## Issue 规范
+
+- issue 仅用于提交 Bug 或 Feature 以及设计相关的内容，其它内容可能会被直接关闭。
+
+- 在提交 issue 之前，请搜索相关内容是否已被提出。
+
+- 请说明 Lancet 和 Go 的版本号，并提供操作系统信息。推荐使用 [Go Playground](https://go.dev/play/) 生成在线 demo，这能够更直观地重现问题。
+
+## Pull Request 规范
+
+- 请先 fork 一份到自己的项目下，不要直接在仓库下建分支。
+
+- commit 信息要以 `type(scope): 描述信息` 的形式填写，例如 `fix(package): [scrollbar] fix xxx bug`。
+
+  1. type: 必须是 chore, docs, feat, fix, refactor, release, test 其中的一个。
+
+  2. scope: 必须是 package, file, internal 其中的一个。
+
+  3. header: 描述信息不要超过 72 个字符。
+
+- 提交 PR 前请 rebase，确保 commit 记录的整洁。
+
+- 提交 PR 前请执行单元测试命令：go test -v ./...，确保所有单元测试任务通过。
+
+- 确保 PR 是提交到 `rc` 分支，而不是其他分支。
+
+- 如果是修复 bug，请在 PR 中给出描述信息。
+
+- 如果PR是新功能，确保完成相关文档(/lancet/docs/api/packages)。

algorithm/lrucache_test.go

@@ -7,6 +7,7 @@ import (
 )
 
 func TestLRUCache(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestLRUCache")
 
 	cache := NewLRUCache[int, int](3)

algorithm/search.go

@@ -4,13 +4,13 @@
 // Package algorithm contain some basic algorithm functions. eg. sort, search, list, linklist, stack, queue, tree, graph.
 package algorithm
 
-import "github.com/duke-git/lancet/v2/lancetconstraints"
+import "github.com/duke-git/lancet/v2/constraints"
 
 // Search algorithms see https://github.com/TheAlgorithms/Go/tree/master/search
 
 // LinearSearch return the index of target in slice base on equal function.
 // If not found return -1
-// Play: Todo
+// Play: https://go.dev/play/p/IsS7rgn5s3x
 func LinearSearch[T any](slice []T, target T, equal func(a, b T) bool) int {
 	for i, v := range slice {
 		if equal(v, target) {
@@ -23,7 +23,7 @@ func LinearSearch[T any](slice []T, target T, equal func(a, b T) bool) int {
 // BinarySearch return the index of target within a sorted slice, use binary search (recursive call itself).
 // If not found return -1.
 // Play: https://go.dev/play/p/t6MeGiUSN47
-func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int {
+func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator constraints.Comparator) int {
 	if highIndex < lowIndex || len(sortedSlice) == 0 {
 		return -1
 	}
@@ -44,7 +44,7 @@ func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, com
 // BinaryIterativeSearch return the index of target within a sorted slice, use binary search (no recursive).
 // If not found return -1.
 // Play: https://go.dev/play/p/Anozfr8ZLH3
-func BinaryIterativeSearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int {
+func BinaryIterativeSearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator constraints.Comparator) int {
 	startIndex := lowIndex
 	endIndex := highIndex
 

algorithm/search_test.go

@@ -7,6 +7,7 @@ import (
 )
 
 func TestLinearSearch(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestLinearSearch")
 
 	numbers := []int{3, 4, 5, 3, 2, 1}
@@ -19,6 +20,7 @@ func TestLinearSearch(t *testing.T) {
 }
 
 func TestBinarySearch(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestBinarySearch")
 
 	sortedNumbers := []int{1, 2, 3, 4, 5, 6, 7, 8}

algorithm/sort.go

@@ -3,24 +3,29 @@
 
 package algorithm
 
-import "github.com/duke-git/lancet/v2/lancetconstraints"
+import "github.com/duke-git/lancet/v2/constraints"
 
 // BubbleSort applys the bubble sort algorithm to sort the collection, will change the original collection data.
 // Play: https://go.dev/play/p/GNdv7Jg2Taj
-func BubbleSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func BubbleSort[T any](slice []T, comparator constraints.Comparator) {
 	for i := 0; i < len(slice); i++ {
+		breakTag := false
 		for j := 0; j < len(slice)-1-i; j++ {
 			isCurrGreatThanNext := comparator.Compare(slice[j], slice[j+1]) == 1
 			if isCurrGreatThanNext {
 				swap(slice, j, j+1)
+				breakTag = true
 			}
 		}
+		if !breakTag {
+			break
+		}
 	}
 }
 
 // InsertionSort applys the insertion sort algorithm to sort the collection, will change the original collection data.
 // Play: https://go.dev/play/p/G5LJiWgJJW6
-func InsertionSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func InsertionSort[T any](slice []T, comparator constraints.Comparator) {
 	for i := 0; i < len(slice); i++ {
 		for j := i; j > 0; j-- {
 			isPreLessThanCurrent := comparator.Compare(slice[j], slice[j-1]) == -1
@@ -35,7 +40,7 @@ func InsertionSort[T any](slice []T, comparator lancetconstraints.Comparator) {
 
 // SelectionSort applys the selection sort algorithm to sort the collection, will change the original collection data.
 // Play: https://go.dev/play/p/oXovbkekayS
-func SelectionSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func SelectionSort[T any](slice []T, comparator constraints.Comparator) {
 	for i := 0; i < len(slice); i++ {
 		min := i
 		for j := i + 1; j < len(slice); j++ {
@@ -49,7 +54,7 @@ func SelectionSort[T any](slice []T, comparator lancetconstraints.Comparator) {
 
 // ShellSort applys the shell sort algorithm to sort the collection, will change the original collection data.
 // Play: https://go.dev/play/p/3ibkszpJEu3
-func ShellSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func ShellSort[T any](slice []T, comparator constraints.Comparator) {
 	size := len(slice)
 
 	gap := 1
@@ -69,11 +74,11 @@ func ShellSort[T any](slice []T, comparator lancetconstraints.Comparator) {
 
 // QuickSort quick sorting for slice, lowIndex is 0 and highIndex is len(slice)-1.
 // Play: https://go.dev/play/p/7Y7c1Elk3ax
-func QuickSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func QuickSort[T any](slice []T, comparator constraints.Comparator) {
 	quickSort(slice, 0, len(slice)-1, comparator)
 }
 
-func quickSort[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) {
+func quickSort[T any](slice []T, lowIndex, highIndex int, comparator constraints.Comparator) {
 	if lowIndex < highIndex {
 		p := partition(slice, lowIndex, highIndex, comparator)
 		quickSort(slice, lowIndex, p-1, comparator)
@@ -82,7 +87,7 @@ func quickSort[T any](slice []T, lowIndex, highIndex int, comparator lancetconst
 }
 
 // partition split slice into two parts
-func partition[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int {
+func partition[T any](slice []T, lowIndex, highIndex int, comparator constraints.Comparator) int {
 	p := slice[highIndex]
 	i := lowIndex
 	for j := lowIndex; j < highIndex; j++ {
@@ -99,7 +104,7 @@ func partition[T any](slice []T, lowIndex, highIndex int, comparator lancetconst
 
 // HeapSort applys the heap sort algorithm to sort the collection, will change the original collection data.
 // Play: https://go.dev/play/p/u6Iwa1VZS_f
-func HeapSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func HeapSort[T any](slice []T, comparator constraints.Comparator) {
 	size := len(slice)
 
 	for i := size/2 - 1; i >= 0; i-- {
@@ -111,7 +116,7 @@ func HeapSort[T any](slice []T, comparator lancetconstraints.Comparator) {
 	}
 }
 
-func sift[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) {
+func sift[T any](slice []T, lowIndex, highIndex int, comparator constraints.Comparator) {
 	i := lowIndex
 	j := 2*i + 1
 
@@ -133,11 +138,11 @@ func sift[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraint
 
 // MergeSort applys the merge sort algorithm to sort the collection, will change the original collection data.
 // Play: https://go.dev/play/p/ydinn9YzUJn
-func MergeSort[T any](slice []T, comparator lancetconstraints.Comparator) {
+func MergeSort[T any](slice []T, comparator constraints.Comparator) {
 	mergeSort(slice, 0, len(slice)-1, comparator)
 }
 
-func mergeSort[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) {
+func mergeSort[T any](slice []T, lowIndex, highIndex int, comparator constraints.Comparator) {
 	if lowIndex < highIndex {
 		mid := (lowIndex + highIndex) / 2
 		mergeSort(slice, lowIndex, mid, comparator)
@@ -146,7 +151,7 @@ func mergeSort[T any](slice []T, lowIndex, highIndex int, comparator lancetconst
 	}
 }
 
-func merge[T any](slice []T, lowIndex, midIndex, highIndex int, comparator lancetconstraints.Comparator) {
+func merge[T any](slice []T, lowIndex, midIndex, highIndex int, comparator constraints.Comparator) {
 	i := lowIndex
 	j := midIndex + 1
 	temp := []T{}
@@ -175,7 +180,7 @@ func merge[T any](slice []T, lowIndex, midIndex, highIndex int, comparator lance
 
 // CountSort applys the count sort algorithm to sort the collection, don't change the original collection data.
 // Play: https://go.dev/play/p/tB-Umgm0DrP
-func CountSort[T any](slice []T, comparator lancetconstraints.Comparator) []T {
+func CountSort[T any](slice []T, comparator constraints.Comparator) []T {
 	size := len(slice)
 	out := make([]T, size)
 

algorithm/sort_test.go

@@ -16,7 +16,7 @@ type people struct {
 // PeopleAageComparator sort people slice by age field
 type peopleAgeComparator struct{}
 
-// Compare implements github.com/duke-git/lancet/v2/lancetconstraints/constraints.go/Comparator
+// Compare implements github.com/duke-git/lancet/v2/constraints/constraints.go/Comparator
 func (pc *peopleAgeComparator) Compare(v1 any, v2 any) int {
 	p1, _ := v1.(people)
 	p2, _ := v2.(people)
@@ -46,6 +46,7 @@ func (c *intComparator) Compare(v1 any, v2 any) int {
 }
 
 func TestBubbleSortForStructSlice(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestBubbleSortForStructSlice")
 
 	peoples := []people{
@@ -65,6 +66,7 @@ func TestBubbleSortForStructSlice(t *testing.T) {
 }
 
 func TestBubbleSortForIntSlice(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestBubbleSortForIntSlice")
 
 	numbers := []int{2, 1, 5, 3, 6, 4}
@@ -75,6 +77,7 @@ func TestBubbleSortForIntSlice(t *testing.T) {
 }
 
 func TestInsertionSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestInsertionSort")
 
 	peoples := []people{
@@ -94,6 +97,7 @@ func TestInsertionSort(t *testing.T) {
 }
 
 func TestSelectionSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestSelectionSort")
 
 	peoples := []people{
@@ -113,6 +117,7 @@ func TestSelectionSort(t *testing.T) {
 }
 
 func TestShellSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestShellSort")
 
 	peoples := []people{
@@ -132,6 +137,7 @@ func TestShellSort(t *testing.T) {
 }
 
 func TestQuickSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestQuickSort")
 
 	peoples := []people{
@@ -151,6 +157,7 @@ func TestQuickSort(t *testing.T) {
 }
 
 func TestHeapSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestHeapSort")
 
 	peoples := []people{
@@ -170,6 +177,7 @@ func TestHeapSort(t *testing.T) {
 }
 
 func TestMergeSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestMergeSort")
 
 	peoples := []people{
@@ -189,6 +197,7 @@ func TestMergeSort(t *testing.T) {
 }
 
 func TestCountSort(t *testing.T) {
+	t.Parallel()
 	asssert := internal.NewAssert(t, "TestCountSort")
 
 	peoples := []people{
@@ -200,7 +209,6 @@ func TestCountSort(t *testing.T) {
 	}
 	comparator := &peopleAgeComparator{}
 	sortedPeopleByAge := CountSort(peoples, comparator)
-	t.Log(sortedPeopleByAge)
 
 	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
 	actual := fmt.Sprintf("%v", sortedPeopleByAge)

compare/compare.go

@@ -0,0 +1,72 @@
+// Copyright 2023 dudaodong@gmail.com. All rights resulterved.
+// Use of this source code is governed by MIT license
+
+// Package compare provides a lightweight comparison function on any type.
+// reference: https://github.com/stretchr/testify
+package compare
+
+import (
+	"reflect"
+	"time"
+
+	"github.com/duke-git/lancet/v2/convertor"
+	"github.com/duke-git/lancet/v2/mathutil"
+	"golang.org/x/exp/constraints"
+)
+
+// operator type
+const (
+	equal          = "eq"
+	lessThan       = "lt"
+	greaterThan    = "gt"
+	lessOrEqual    = "le"
+	greaterOrEqual = "ge"
+)
+
+var (
+	timeType  = reflect.TypeOf(time.Time{})
+	bytesType = reflect.TypeOf([]byte{})
+)
+
+// Equal checks if two values are equal or not. (check both type and value)
+// Play: https://go.dev/play/p/wmVxR-to4lz
+func Equal(left, right any) bool {
+	return compareValue(equal, left, right)
+}
+
+// EqualValue checks if two values are equal or not. (check value only)
+// Play: https://go.dev/play/p/fxnna_LLD9u
+func EqualValue(left, right any) bool {
+	ls, rs := convertor.ToString(left), convertor.ToString(right)
+	return ls == rs
+}
+
+// LessThan checks if value `left` less than value `right`.
+// Play: https://go.dev/play/p/cYh7FQQj0ne
+func LessThan(left, right any) bool {
+	return compareValue(lessThan, left, right)
+}
+
+// GreaterThan checks if value `left` greater than value `right`.
+// Play: https://go.dev/play/p/9-NYDFZmIMp
+func GreaterThan(left, right any) bool {
+	return compareValue(greaterThan, left, right)
+}
+
+// LessOrEqual checks if value `left` less than or equal to value `right`.
+// Play: https://go.dev/play/p/e4T_scwoQzp
+func LessOrEqual(left, right any) bool {
+	return compareValue(lessOrEqual, left, right)
+}
+
+// GreaterOrEqual checks if value `left` greater than or equal to value `right`.
+// Play: https://go.dev/play/p/vx8mP0U8DFk
+func GreaterOrEqual(left, right any) bool {
+	return compareValue(greaterOrEqual, left, right)
+}
+
+// InDelta checks if two values are equal or not within a delta.
+// Play: https://go.dev/play/p/TuDdcNtMkjo
+func InDelta[T constraints.Integer | constraints.Float](left, right T, delta float64) bool {
+	return float64(mathutil.Abs(left-right)) <= delta
+}

compare/compare_example_test.go

@@ -0,0 +1,196 @@
+package compare
+
+import (
+	"fmt"
+	"time"
+)
+
+func ExampleEqual() {
+	result1 := Equal(1, 1)
+	result2 := Equal("1", "1")
+	result3 := Equal([]int{1, 2, 3}, []int{1, 2, 3})
+	result4 := Equal(map[int]string{1: "a", 2: "b"}, map[int]string{1: "a", 2: "b"})
+
+	result5 := Equal(1, "1")
+	result6 := Equal(1, int64(1))
+	result7 := Equal([]int{1, 2}, []int{1, 2, 3})
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+	fmt.Println(result7)
+
+	// Output:
+	// true
+	// true
+	// true
+	// true
+	// false
+	// false
+	// false
+}
+
+func ExampleEqualValue() {
+	result1 := EqualValue(1, 1)
+	result2 := EqualValue(int(1), int64(1))
+	result3 := EqualValue(1, "1")
+	result4 := EqualValue(1, "2")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// true
+	// true
+	// true
+	// false
+}
+
+func ExampleLessThan() {
+	result1 := LessThan(1, 2)
+	result2 := LessThan(1.1, 2.2)
+	result3 := LessThan("a", "b")
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	result4 := LessThan(time1, time2)
+
+	result5 := LessThan(2, 1)
+	result6 := LessThan(1, int64(2))
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// Output:
+	// true
+	// true
+	// true
+	// true
+	// false
+	// false
+}
+
+func ExampleGreaterThan() {
+	result1 := GreaterThan(2, 1)
+	result2 := GreaterThan(2.2, 1.1)
+	result3 := GreaterThan("b", "a")
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	result4 := GreaterThan(time2, time1)
+
+	result5 := GreaterThan(1, 2)
+	result6 := GreaterThan(int64(2), 1)
+	result7 := GreaterThan("b", "c")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+	fmt.Println(result7)
+
+	// Output:
+	// true
+	// true
+	// true
+	// true
+	// false
+	// false
+	// false
+}
+
+func ExampleLessOrEqual() {
+	result1 := LessOrEqual(1, 1)
+	result2 := LessOrEqual(1.1, 2.2)
+	result3 := LessOrEqual("a", "b")
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	result4 := LessOrEqual(time1, time2)
+
+	result5 := LessOrEqual(2, 1)
+	result6 := LessOrEqual(1, int64(2))
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// Output:
+	// true
+	// true
+	// true
+	// true
+	// false
+	// false
+}
+
+func ExampleGreaterOrEqual() {
+	result1 := GreaterOrEqual(1, 1)
+	result2 := GreaterOrEqual(2.2, 1.1)
+	result3 := GreaterOrEqual("b", "b")
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	result4 := GreaterOrEqual(time2, time1)
+
+	result5 := GreaterOrEqual(1, 2)
+	result6 := GreaterOrEqual(int64(2), 1)
+	result7 := GreaterOrEqual("b", "c")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+	fmt.Println(result7)
+
+	// Output:
+	// true
+	// true
+	// true
+	// true
+	// false
+	// false
+	// false
+}
+
+func ExampleInDelta() {
+	result1 := InDelta(1, 1, 0)
+	result2 := InDelta(1, 2, 0)
+
+	result3 := InDelta(2.0/3.0, 0.66667, 0.001)
+	result4 := InDelta(2.0/3.0, 0.0, 0.001)
+
+	result5 := InDelta(float64(74.96)-float64(20.48), 54.48, 0)
+	result6 := InDelta(float64(74.96)-float64(20.48), 54.48, 1e-14)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// Output:
+	// true
+	// false
+	// true
+	// false
+	// false
+	// true
+}

compare/compare_internal.go

@@ -0,0 +1,323 @@
+package compare
+
+import (
+	"bytes"
+	"encoding/json"
+	"reflect"
+	"time"
+
+	"github.com/duke-git/lancet/v2/convertor"
+)
+
+func compareValue(operator string, left, right any) bool {
+	leftType, rightType := reflect.TypeOf(left), reflect.TypeOf(right)
+
+	if leftType.Kind() != rightType.Kind() {
+		return false
+	}
+
+	switch leftType.Kind() {
+	case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64,
+		reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64,
+		reflect.Float32, reflect.Float64, reflect.Bool, reflect.String:
+		return compareBasicValue(operator, left, right)
+
+	case reflect.Struct, reflect.Slice, reflect.Map:
+		return compareRefValue(operator, left, right, leftType.Kind())
+	}
+
+	return false
+}
+
+func compareRefValue(operator string, leftObj, rightObj any, kind reflect.Kind) bool {
+	leftVal, rightVal := reflect.ValueOf(leftObj), reflect.ValueOf(rightObj)
+
+	switch kind {
+	case reflect.Struct:
+
+		// compare time
+		if leftVal.CanConvert(timeType) {
+			timeObj1, ok := leftObj.(time.Time)
+			if !ok {
+				timeObj1 = leftVal.Convert(timeType).Interface().(time.Time)
+			}
+
+			timeObj2, ok := rightObj.(time.Time)
+			if !ok {
+				timeObj2 = rightVal.Convert(timeType).Interface().(time.Time)
+			}
+
+			return compareBasicValue(operator, timeObj1.UnixNano(), timeObj2.UnixNano())
+		}
+
+		// for other struct type, only process equal operator
+		switch operator {
+		case equal:
+			return objectsAreEqualValues(leftObj, rightObj)
+		}
+
+	case reflect.Slice:
+		// compare []byte
+		if leftVal.CanConvert(bytesType) {
+			bytesObj1, ok := leftObj.([]byte)
+			if !ok {
+				bytesObj1 = leftVal.Convert(bytesType).Interface().([]byte)
+			}
+			bytesObj2, ok := rightObj.([]byte)
+			if !ok {
+				bytesObj2 = rightVal.Convert(bytesType).Interface().([]byte)
+			}
+
+			switch operator {
+			case equal:
+				if bytes.Equal(bytesObj1, bytesObj2) {
+					return true
+				}
+			case lessThan:
+				if bytes.Compare(bytesObj1, bytesObj2) == -1 {
+					return true
+				}
+			case greaterThan:
+				if bytes.Compare(bytesObj1, bytesObj2) == 1 {
+					return true
+				}
+			case lessOrEqual:
+				if bytes.Compare(bytesObj1, bytesObj2) <= 0 {
+					return true
+				}
+			case greaterOrEqual:
+				if bytes.Compare(bytesObj1, bytesObj2) >= 0 {
+					return true
+				}
+			}
+
+		}
+
+		// for other type slice, only process equal operator
+		switch operator {
+		case equal:
+			return reflect.DeepEqual(leftObj, rightObj)
+		}
+
+	case reflect.Map:
+		// only process equal operator
+		switch operator {
+		case equal:
+			return reflect.DeepEqual(leftObj, rightObj)
+		}
+	}
+
+	return false
+}
+
+func objectsAreEqualValues(expected, actual interface{}) bool {
+	if objectsAreEqual(expected, actual) {
+		return true
+	}
+
+	actualType := reflect.TypeOf(actual)
+	if actualType == nil {
+		return false
+	}
+	expectedValue := reflect.ValueOf(expected)
+	if expectedValue.IsValid() && expectedValue.Type().ConvertibleTo(actualType) {
+		// Attempt comparison after type conversion
+		return reflect.DeepEqual(expectedValue.Convert(actualType).Interface(), actual)
+	}
+
+	return false
+}
+
+func objectsAreEqual(expected, actual interface{}) bool {
+	if expected == nil || actual == nil {
+		return expected == actual
+	}
+
+	exp, ok := expected.([]byte)
+	if !ok {
+		return reflect.DeepEqual(expected, actual)
+	}
+
+	act, ok := actual.([]byte)
+	if !ok {
+		return false
+	}
+	if exp == nil || act == nil {
+		return exp == nil && act == nil
+	}
+	return bytes.Equal(exp, act)
+}
+
+// compareBasic compare basic value: integer, float, string, bool
+func compareBasicValue(operator string, leftValue, rightValue any) bool {
+	if leftValue == nil && rightValue == nil && operator == equal {
+		return true
+	}
+
+	switch leftVal := leftValue.(type) {
+	case json.Number:
+		if left, err := leftVal.Float64(); err == nil {
+			switch rightVal := rightValue.(type) {
+			case json.Number:
+				if right, err := rightVal.Float64(); err == nil {
+					switch operator {
+					case equal:
+						if left == right {
+							return true
+						}
+					case lessThan:
+						if left < right {
+							return true
+						}
+					case greaterThan:
+						if left > right {
+							return true
+						}
+					case lessOrEqual:
+						if left <= right {
+							return true
+						}
+					case greaterOrEqual:
+						if left >= right {
+							return true
+						}
+					}
+
+				}
+
+			case float32, float64, int, uint, int8, uint8, int16, uint16, int32, uint32, int64, uint64:
+				right, err := convertor.ToFloat(rightValue)
+				if err != nil {
+					return false
+				}
+				switch operator {
+				case equal:
+					if left == right {
+						return true
+					}
+				case lessThan:
+					if left < right {
+						return true
+					}
+				case greaterThan:
+					if left > right {
+						return true
+					}
+				case lessOrEqual:
+					if left <= right {
+						return true
+					}
+				case greaterOrEqual:
+					if left >= right {
+						return true
+					}
+				}
+			}
+
+		}
+
+	case float32, float64, int, uint, int8, uint8, int16, uint16, int32, uint32, int64, uint64:
+		left, err := convertor.ToFloat(leftValue)
+		if err != nil {
+			return false
+		}
+		switch rightVal := rightValue.(type) {
+		case json.Number:
+			if right, err := rightVal.Float64(); err == nil {
+				switch operator {
+				case equal:
+					if left == right {
+						return true
+					}
+				case lessThan:
+					if left < right {
+						return true
+					}
+				case greaterThan:
+					if left > right {
+						return true
+					}
+				case lessOrEqual:
+					if left <= right {
+						return true
+					}
+				case greaterOrEqual:
+					if left >= right {
+						return true
+					}
+				}
+			}
+		case float32, float64, int, uint, int8, uint8, int16, uint16, int32, uint32, int64, uint64:
+			right, err := convertor.ToFloat(rightValue)
+			if err != nil {
+				return false
+			}
+
+			switch operator {
+			case equal:
+				if left == right {
+					return true
+				}
+			case lessThan:
+				if left < right {
+					return true
+				}
+			case greaterThan:
+				if left > right {
+					return true
+				}
+			case lessOrEqual:
+				if left <= right {
+					return true
+				}
+			case greaterOrEqual:
+				if left >= right {
+					return true
+				}
+			}
+		}
+
+	case string:
+		left := leftVal
+		switch right := rightValue.(type) {
+		case string:
+			switch operator {
+			case equal:
+				if left == right {
+					return true
+				}
+			case lessThan:
+				if left < right {
+					return true
+				}
+			case greaterThan:
+				if left > right {
+					return true
+				}
+			case lessOrEqual:
+				if left <= right {
+					return true
+				}
+			case greaterOrEqual:
+				if left >= right {
+					return true
+				}
+			}
+		}
+
+	case bool:
+		left := leftVal
+		switch right := rightValue.(type) {
+		case bool:
+			switch operator {
+			case equal:
+				if left == right {
+					return true
+				}
+			}
+		}
+
+	}
+
+	return false
+}

compare/compare_test.go

@@ -0,0 +1,224 @@
+package compare
+
+import (
+	"encoding/json"
+	"testing"
+	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestEqual(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestEqual")
+
+	// basic type
+	assert.Equal(true, Equal(1, 1))
+	assert.Equal(true, Equal(int64(1), int64(1)))
+	assert.Equal(true, Equal("a", "a"))
+	assert.Equal(true, Equal(true, true))
+	assert.Equal(true, Equal([]int{1, 2, 3}, []int{1, 2, 3}))
+	assert.Equal(true, Equal(map[int]string{1: "a", 2: "b"}, map[int]string{1: "a", 2: "b"}))
+
+	assert.Equal(false, Equal(1, 2))
+	assert.Equal(false, Equal(1, int64(1)))
+	assert.Equal(false, Equal("a", "b"))
+	assert.Equal(false, Equal(true, false))
+	assert.Equal(false, Equal([]int{1, 2}, []int{1, 2, 3}))
+	assert.Equal(false, Equal(map[int]string{1: "a", 2: "b"}, map[int]string{1: "a"}))
+
+	// time
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	time3 := time1.Add(time.Second)
+
+	assert.Equal(false, Equal(time1, time2))
+	assert.Equal(true, Equal(time2, time3))
+
+	// struct
+	st1 := struct {
+		A string
+		B string
+	}{
+		A: "a",
+		B: "b",
+	}
+
+	st2 := struct {
+		A string
+		B string
+	}{
+		A: "a",
+		B: "b",
+	}
+
+	st3 := struct {
+		A string
+		B string
+	}{
+		A: "a1",
+		B: "b",
+	}
+
+	assert.Equal(true, Equal(st1, st2))
+	assert.Equal(false, Equal(st1, st3))
+
+	//byte slice
+	bs1 := []byte("hello")
+	bs2 := []byte("hello")
+	assert.Equal(true, Equal(bs1, bs2))
+
+	// json.Number
+	var jsonNumber1, jsonNumber2 json.Number
+	json.Unmarshal([]byte(`123`), &jsonNumber1)
+	json.Unmarshal([]byte(`123`), &jsonNumber2)
+
+	assert.Equal(true, Equal(jsonNumber1, jsonNumber2))
+
+}
+
+func TestEqualValue(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestEqualValue")
+
+	assert.Equal(true, EqualValue(1, 1))
+	assert.Equal(true, EqualValue(int(1), int64(1)))
+	assert.Equal(true, EqualValue(1, "1"))
+
+	assert.Equal(false, EqualValue(1, "2"))
+
+	// json.Number
+	var jsonNumber1, jsonNumber2 json.Number
+	json.Unmarshal([]byte(`123`), &jsonNumber1)
+	json.Unmarshal([]byte(`123`), &jsonNumber2)
+
+	assert.Equal(true, EqualValue(jsonNumber1, 123))
+}
+
+func TestLessThan(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestLessThan")
+
+	assert.Equal(true, LessThan(1, 2))
+	assert.Equal(true, LessThan(1.1, 2.2))
+	assert.Equal(true, LessThan("a", "b"))
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	assert.Equal(true, LessThan(time1, time2))
+
+	assert.Equal(false, LessThan(1, 1))
+	assert.Equal(false, LessThan(1, int64(1)))
+
+	bs1 := []byte("hello1")
+	bs2 := []byte("hello2")
+	assert.Equal(true, LessThan(bs1, bs2))
+
+	// json.Number
+	var jsonNumber1, jsonNumber2 json.Number
+	json.Unmarshal([]byte(`123`), &jsonNumber1)
+	json.Unmarshal([]byte(`124`), &jsonNumber2)
+
+	assert.Equal(true, LessThan(jsonNumber1, jsonNumber2))
+}
+
+func TestGreaterThan(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestGreaterThan")
+
+	assert.Equal(true, GreaterThan(2, 1))
+	assert.Equal(true, GreaterThan(2.2, 1.1))
+	assert.Equal(true, GreaterThan("b", "a"))
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	assert.Equal(true, GreaterThan(time2, time1))
+
+	assert.Equal(false, GreaterThan(1, 2))
+	assert.Equal(false, GreaterThan(int64(2), 1))
+	assert.Equal(false, GreaterThan("b", "c"))
+
+	bs1 := []byte("hello1")
+	bs2 := []byte("hello2")
+	assert.Equal(true, GreaterThan(bs2, bs1))
+
+	// json.Number
+	var jsonNumber1, jsonNumber2 json.Number
+	json.Unmarshal([]byte(`123`), &jsonNumber1)
+	json.Unmarshal([]byte(`124`), &jsonNumber2)
+
+	assert.Equal(true, GreaterThan(jsonNumber2, jsonNumber1))
+}
+
+func TestLessOrEqual(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestLessOrEqual")
+
+	assert.Equal(true, LessOrEqual(1, 2))
+	assert.Equal(true, LessOrEqual(1, 1))
+	assert.Equal(true, LessOrEqual(1.1, 2.2))
+	assert.Equal(true, LessOrEqual("a", "b"))
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	assert.Equal(true, LessOrEqual(time1, time2))
+
+	assert.Equal(false, LessOrEqual(2, 1))
+	assert.Equal(false, LessOrEqual(1, int64(2)))
+
+	bs1 := []byte("hello1")
+	bs2 := []byte("hello2")
+	assert.Equal(true, LessOrEqual(bs1, bs2))
+
+	// json.Number
+	var jsonNumber1, jsonNumber2 json.Number
+	json.Unmarshal([]byte(`123`), &jsonNumber1)
+	json.Unmarshal([]byte(`124`), &jsonNumber2)
+
+	assert.Equal(true, LessOrEqual(jsonNumber1, jsonNumber2))
+}
+
+func TestGreaterOrEqual(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestGreaterThan")
+
+	assert.Equal(true, GreaterOrEqual(2, 1))
+	assert.Equal(true, GreaterOrEqual(1, 1))
+	assert.Equal(true, GreaterOrEqual(2.2, 1.1))
+	assert.Equal(true, GreaterOrEqual("b", "b"))
+
+	time1 := time.Now()
+	time2 := time1.Add(time.Second)
+	assert.Equal(true, GreaterOrEqual(time2, time1))
+
+	assert.Equal(false, GreaterOrEqual(1, 2))
+	assert.Equal(false, GreaterOrEqual(int64(2), 1))
+	assert.Equal(false, GreaterOrEqual("b", "c"))
+
+	bs1 := []byte("hello1")
+	bs2 := []byte("hello2")
+	assert.Equal(true, GreaterOrEqual(bs2, bs1))
+
+	// json.Number
+	var jsonNumber1, jsonNumber2 json.Number
+	json.Unmarshal([]byte(`123`), &jsonNumber1)
+	json.Unmarshal([]byte(`124`), &jsonNumber2)
+
+	assert.Equal(true, GreaterOrEqual(jsonNumber2, jsonNumber1))
+}
+
+func TestInDelta(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestInDelta")
+
+	assert.Equal(true, InDelta(1, 1, 0))
+	assert.Equal(false, InDelta(1, 2, 0))
+
+	assert.Equal(true, InDelta(2.0/3.0, 0.66667, 0.001))
+	assert.Equal(false, InDelta(2.0/3.0, 0.0, 0.001))
+
+	assert.Equal(false, InDelta(float64(74.96)-float64(20.48), 54.48, 0))
+	assert.Equal(true, InDelta(float64(74.96)-float64(20.48), 54.48, 1e-14))
+	assert.Equal(false, InDelta(float64(float32(80.45)), float64(80.45), 0))
+	assert.Equal(true, InDelta(float64(float32(80.45)), float64(80.45), 1e-5))
+}

concurrency/channel.go

@@ -1,7 +1,7 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license
 
-// Package concurrency contain some functions to support concurrent programming. eg, goroutine, channel, async.
+// Package concurrency contain some functions to support concurrent programming. eg, goroutine, channel.
 package concurrency
 
 import (
@@ -20,7 +20,7 @@ func NewChannel[T any]() *Channel[T] {
 }
 
 // Generate creates channel, then put values into the channel.
-// Play: Todo
+// Play: https://go.dev/play/p/7aB4KyMMp9A
 func (c *Channel[T]) Generate(ctx context.Context, values ...T) <-chan T {
 	dataStream := make(chan T)
 
@@ -40,7 +40,7 @@ func (c *Channel[T]) Generate(ctx context.Context, values ...T) <-chan T {
 }
 
 // Repeat create channel, put values into the channel repeatly until cancel the context.
-// Play: Todo
+// Play: https://go.dev/play/p/k5N_ALVmYjE
 func (c *Channel[T]) Repeat(ctx context.Context, values ...T) <-chan T {
 	dataStream := make(chan T)
 
@@ -61,7 +61,7 @@ func (c *Channel[T]) Repeat(ctx context.Context, values ...T) <-chan T {
 
 // RepeatFn create a channel, excutes fn repeatly, and put the result into the channel
 // until close context.
-// Play: Todo
+// Play: https://go.dev/play/p/4J1zAWttP85
 func (c *Channel[T]) RepeatFn(ctx context.Context, fn func() T) <-chan T {
 	dataStream := make(chan T)
 
@@ -79,7 +79,7 @@ func (c *Channel[T]) RepeatFn(ctx context.Context, fn func() T) <-chan T {
 }
 
 // Take create a channel whose values are taken from another channel with limit number.
-// Play: Todo
+// Play: https://go.dev/play/p/9Utt-1pDr2J
 func (c *Channel[T]) Take(ctx context.Context, valueStream <-chan T, number int) <-chan T {
 	takeStream := make(chan T)
 
@@ -99,7 +99,7 @@ func (c *Channel[T]) Take(ctx context.Context, valueStream <-chan T, number int)
 }
 
 // FanIn merge multiple channels into one channel.
-// Play: Todo
+// Play: https://go.dev/play/p/2VYFMexEvTm
 func (c *Channel[T]) FanIn(ctx context.Context, channels ...<-chan T) <-chan T {
 	out := make(chan T)
 
@@ -127,7 +127,7 @@ func (c *Channel[T]) FanIn(ctx context.Context, channels ...<-chan T) <-chan T {
 }
 
 // Tee split one chanel into two channels, until cancel the context.
-// Play: Todo
+// Play: https://go.dev/play/p/3TQPKnCirrP
 func (c *Channel[T]) Tee(ctx context.Context, in <-chan T) (<-chan T, <-chan T) {
 	out1 := make(chan T)
 	out2 := make(chan T)
@@ -154,7 +154,7 @@ func (c *Channel[T]) Tee(ctx context.Context, in <-chan T) (<-chan T, <-chan T)
 }
 
 // Bridge link multiply channels into one channel.
-// Play: Todo
+// Play: https://go.dev/play/p/qmWSy1NVF-Y
 func (c *Channel[T]) Bridge(ctx context.Context, chanStream <-chan <-chan T) <-chan T {
 	valStream := make(chan T)
 
@@ -186,7 +186,7 @@ func (c *Channel[T]) Bridge(ctx context.Context, chanStream <-chan <-chan T) <-c
 }
 
 // Or read one or more channels into one channel, will close when any readin channel is closed.
-// Play: Todo
+// Play: https://go.dev/play/p/Wqz9rwioPww
 func (c *Channel[T]) Or(channels ...<-chan T) <-chan T {
 	switch len(channels) {
 	case 0:
@@ -220,7 +220,7 @@ func (c *Channel[T]) Or(channels ...<-chan T) <-chan T {
 }
 
 // OrDone read a channel into another channel, will close until cancel context.
-// Play: Todo
+// Play: https://go.dev/play/p/lm_GoS6aDjo
 func (c *Channel[T]) OrDone(ctx context.Context, channel <-chan T) <-chan T {
 	valStream := make(chan T)
 

concurrency/channel_test.go

@@ -9,6 +9,7 @@ import (
 )
 
 func TestGenerate(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestGenerate")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -23,6 +24,7 @@ func TestGenerate(t *testing.T) {
 }
 
 func TestRepeat(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestRepeat")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -39,6 +41,7 @@ func TestRepeat(t *testing.T) {
 }
 
 func TestRepeatFn(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestRepeatFn")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -57,6 +60,7 @@ func TestRepeatFn(t *testing.T) {
 }
 
 func TestTake(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestTake")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -79,6 +83,7 @@ func TestTake(t *testing.T) {
 }
 
 func TestFanIn(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestFanIn")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -101,6 +106,7 @@ func TestFanIn(t *testing.T) {
 }
 
 func TestOr(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestOr")
 
 	sig := func(after time.Duration) <-chan any {
@@ -127,6 +133,7 @@ func TestOr(t *testing.T) {
 }
 
 func TestOrDone(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestOrDone")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -141,6 +148,7 @@ func TestOrDone(t *testing.T) {
 }
 
 func TestTee(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestTee")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -159,6 +167,7 @@ func TestTee(t *testing.T) {
 }
 
 func TestBridge(t *testing.T) {
+	t.Parallel()
 	assert := internal.NewAssert(t, "TestBridge")
 
 	ctx, cancel := context.WithCancel(context.Background())
@@ -181,7 +190,6 @@ func TestBridge(t *testing.T) {
 
 	index := 0
 	for val := range c.Bridge(ctx, genVals()) {
-		// t.Logf("%v ", val) //0 1 2 3 4 5 6 7 8 9
 		assert.Equal(index, val)
 		index++
 	}

condition/condition_test.go

@@ -11,6 +11,8 @@ import (
 type TestStruct struct{}
 
 func TestBool(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBool")
 
 	// bool
@@ -63,6 +65,8 @@ func TestBool(t *testing.T) {
 }
 
 func TestAnd(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestAnd")
 	assert.Equal(false, And(0, 1))
 	assert.Equal(false, And(0, ""))
@@ -71,6 +75,8 @@ func TestAnd(t *testing.T) {
 }
 
 func TestOr(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestOr")
 	assert.Equal(false, Or(0, ""))
 	assert.Equal(true, Or(0, 1))
@@ -79,6 +85,8 @@ func TestOr(t *testing.T) {
 }
 
 func TestXor(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestOr")
 	assert.Equal(false, Xor(0, 0))
 	assert.Equal(true, Xor(0, 1))
@@ -87,6 +95,8 @@ func TestXor(t *testing.T) {
 }
 
 func TestNor(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestNor")
 	assert.Equal(true, Nor(0, 0))
 	assert.Equal(false, Nor(0, 1))
@@ -95,6 +105,8 @@ func TestNor(t *testing.T) {
 }
 
 func TestXnor(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestXnor")
 	assert.Equal(true, Xnor(0, 0))
 	assert.Equal(false, Xnor(0, 1))
@@ -103,6 +115,8 @@ func TestXnor(t *testing.T) {
 }
 
 func TestNand(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestNand")
 	assert.Equal(true, Nand(0, 0))
 	assert.Equal(true, Nand(0, 1))
@@ -111,7 +125,10 @@ func TestNand(t *testing.T) {
 }
 
 func TestTernaryOperator(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TernaryOperator")
+
 	trueValue := "1"
 	falseValue := "0"
 

constraints/constraints.go

@@ -1,8 +1,8 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license
 
-// Package lancetconstraints contain some comstomer constraints.
-package lancetconstraints
+// Package constraints contain some custom interface.
+package constraints
 
 // Comparator is for comparing two values
 type Comparator interface {

convertor/convertor.go

@@ -6,15 +6,21 @@ package convertor
 
 import (
 	"bytes"
+	"encoding/base64"
 	"encoding/binary"
 	"encoding/gob"
 	"encoding/json"
+	"errors"
 	"fmt"
+	"io"
 	"math"
 	"reflect"
-	"regexp"
 	"strconv"
 	"strings"
+
+	"github.com/duke-git/lancet/v2/structs"
+	"golang.org/x/text/encoding/simplifiedchinese"
+	"golang.org/x/text/transform"
 )
 
 // ToBool convert string to boolean.
@@ -234,31 +240,7 @@ func ToMap[T any, K comparable, V any](array []T, iteratee func(T) (K, V)) map[K
 // map key is specified same as struct field tag `json` value.
 // Play: https://go.dev/play/p/KYGYJqNUBOI
 func StructToMap(value any) (map[string]any, error) {
-	v := reflect.ValueOf(value)
-	t := reflect.TypeOf(value)
-
-	if t.Kind() == reflect.Ptr {
-		t = t.Elem()
-	}
-	if t.Kind() != reflect.Struct {
-		return nil, fmt.Errorf("data type %T not support, shuld be struct or pointer to struct", value)
-	}
-
-	result := make(map[string]any)
-
-	fieldNum := t.NumField()
-	pattern := `^[A-Z]`
-	regex := regexp.MustCompile(pattern)
-	for i := 0; i < fieldNum; i++ {
-		name := t.Field(i).Name
-		tag := t.Field(i).Tag.Get("json")
-		if regex.MatchString(name) && tag != "" {
-			//result[name] = v.Field(i).Interface()
-			result[tag] = v.Field(i).Interface()
-		}
-	}
-
-	return result, nil
+	return structs.ToMap(value)
 }
 
 // MapToSlice convert map to slice based on iteratee function.
@@ -324,3 +306,180 @@ func DecodeByte(data []byte, target any) error {
 	decoder := gob.NewDecoder(buffer)
 	return decoder.Decode(target)
 }
+
+// DeepClone creates a deep copy of passed item.
+// can't clone unexported field of struct
+// Play: https://go.dev/play/p/j4DP5dquxnk
+func DeepClone[T any](src T) T {
+	c := cloner{
+		ptrs: map[reflect.Type]map[uintptr]reflect.Value{},
+	}
+	result := c.clone(reflect.ValueOf(src))
+	if result.Kind() == reflect.Invalid {
+		var zeroValue T
+		return zeroValue
+	}
+
+	return result.Interface().(T)
+}
+
+// CopyProperties copies each field from the source into the destination. It recursively copies struct pointers and interfaces that contain struct pointers.
+// use json.Marshal/Unmarshal, so json tag should be set for fields of dst and src struct.
+// Play: https://go.dev/play/p/oZujoB5Sgg5
+func CopyProperties[T, U any](dst T, src U) error {
+	dstType, srcType := reflect.TypeOf(dst), reflect.TypeOf(src)
+
+	if dstType.Kind() != reflect.Ptr || dstType.Elem().Kind() != reflect.Struct {
+		return errors.New("CopyProperties: parameter dst should be struct pointer")
+	}
+
+	if srcType.Kind() == reflect.Ptr {
+		srcType = srcType.Elem()
+	}
+	if srcType.Kind() != reflect.Struct {
+		return errors.New("CopyProperties: parameter src should be a struct or struct pointer")
+	}
+
+	bytes, err := json.Marshal(src)
+	if err != nil {
+		return fmt.Errorf("CopyProperties: unable to marshal src: %s", err)
+	}
+	err = json.Unmarshal(bytes, dst)
+	if err != nil {
+		return fmt.Errorf("CopyProperties: unable to unmarshal into dst: %s", err)
+	}
+
+	return nil
+}
+
+// ToInterface converts reflect value to its interface type.
+// Play: https://go.dev/play/p/syqw0-WG7Xd
+func ToInterface(v reflect.Value) (value interface{}, ok bool) {
+	if v.IsValid() && v.CanInterface() {
+		return v.Interface(), true
+	}
+	switch v.Kind() {
+	case reflect.Bool:
+		return v.Bool(), true
+	case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64:
+		return v.Int(), true
+	case reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64, reflect.Uintptr:
+		return v.Uint(), true
+	case reflect.Float32, reflect.Float64:
+		return v.Float(), true
+	case reflect.Complex64, reflect.Complex128:
+		return v.Complex(), true
+	case reflect.String:
+		return v.String(), true
+	case reflect.Ptr:
+		return ToInterface(v.Elem())
+	case reflect.Interface:
+		return ToInterface(v.Elem())
+	default:
+		return nil, false
+	}
+}
+
+// Utf8ToGbk convert utf8 encoding data to GBK encoding data.
+// Play: https://go.dev/play/p/9FlIaFLArIL
+func Utf8ToGbk(bs []byte) ([]byte, error) {
+	r := transform.NewReader(bytes.NewReader(bs), simplifiedchinese.GBK.NewEncoder())
+	b, err := io.ReadAll(r)
+	return b, err
+}
+
+// GbkToUtf8 convert GBK encoding data to utf8 encoding data.
+// Play: https://go.dev/play/p/OphmHCN_9u8
+func GbkToUtf8(bs []byte) ([]byte, error) {
+	r := transform.NewReader(bytes.NewReader(bs), simplifiedchinese.GBK.NewDecoder())
+	b, err := io.ReadAll(r)
+	return b, err
+}
+
+// ToStdBase64 convert data to standard base64 encoding.
+// Play: https://go.dev/play/p/_fLJqJD3NMo
+func ToStdBase64(value any) string {
+	if value == nil || (reflect.ValueOf(value).Kind() == reflect.Ptr && reflect.ValueOf(value).IsNil()) {
+		return ""
+	}
+	switch value.(type) {
+	case []byte:
+		return base64.StdEncoding.EncodeToString(value.([]byte))
+	case string:
+		return base64.StdEncoding.EncodeToString([]byte(value.(string)))
+	case error:
+		return base64.StdEncoding.EncodeToString([]byte(value.(error).Error()))
+	default:
+		marshal, err := json.Marshal(value)
+		if err != nil {
+			return ""
+		}
+		return base64.StdEncoding.EncodeToString(marshal)
+	}
+}
+
+// ToUrlBase64 convert data to URL base64 encoding.
+// Play: https://go.dev/play/p/C_d0GlvEeUR
+func ToUrlBase64(value any) string {
+	if value == nil || (reflect.ValueOf(value).Kind() == reflect.Ptr && reflect.ValueOf(value).IsNil()) {
+		return ""
+	}
+	switch value.(type) {
+	case []byte:
+		return base64.URLEncoding.EncodeToString(value.([]byte))
+	case string:
+		return base64.URLEncoding.EncodeToString([]byte(value.(string)))
+	case error:
+		return base64.URLEncoding.EncodeToString([]byte(value.(error).Error()))
+	default:
+		marshal, err := json.Marshal(value)
+		if err != nil {
+			return ""
+		}
+		return base64.URLEncoding.EncodeToString(marshal)
+	}
+}
+
+// ToRawStdBase64 convert data to raw standard base64 encoding.
+// Play: https://go.dev/play/p/wSAr3sfkDcv
+func ToRawStdBase64(value any) string {
+	if value == nil || (reflect.ValueOf(value).Kind() == reflect.Ptr && reflect.ValueOf(value).IsNil()) {
+		return ""
+	}
+	switch value.(type) {
+	case []byte:
+		return base64.RawStdEncoding.EncodeToString(value.([]byte))
+	case string:
+		return base64.RawStdEncoding.EncodeToString([]byte(value.(string)))
+	case error:
+		return base64.RawStdEncoding.EncodeToString([]byte(value.(error).Error()))
+	default:
+		marshal, err := json.Marshal(value)
+		if err != nil {
+			return ""
+		}
+		return base64.RawStdEncoding.EncodeToString(marshal)
+	}
+}
+
+// ToRawUrlBase64 convert data to raw URL base64 encoding.
+// Play: https://go.dev/play/p/HwdDPFcza1O
+func ToRawUrlBase64(value any) string {
+	if value == nil || (reflect.ValueOf(value).Kind() == reflect.Ptr && reflect.ValueOf(value).IsNil()) {
+		return ""
+	}
+	switch value.(type) {
+	case []byte:
+		return base64.RawURLEncoding.EncodeToString(value.([]byte))
+	case string:
+		return base64.RawURLEncoding.EncodeToString([]byte(value.(string)))
+	case error:
+		return base64.RawURLEncoding.EncodeToString([]byte(value.(error).Error()))
+	default:
+		marshal, err := json.Marshal(value)
+		if err != nil {
+			return ""
+		}
+		return base64.RawURLEncoding.EncodeToString(marshal)
+	}
+}

convertor/convertor_example_test.go

@@ -1,8 +1,13 @@
 package convertor
 
 import (
+	"errors"
 	"fmt"
+	"reflect"
 	"strconv"
+	"unicode/utf8"
+
+	"github.com/duke-git/lancet/v2/validator"
 )
 
 func ExampleToBool() {
@@ -252,3 +257,317 @@ func ExampleDecodeByte() {
 	// Output:
 	// abc
 }
+
+func ExampleDeepClone() {
+	type Struct struct {
+		Str   string
+		Int   int
+		Float float64
+		Bool  bool
+		Nil   interface{}
+		// unexported string
+	}
+
+	cases := []interface{}{
+		true,
+		1,
+		0.1,
+		map[string]int{
+			"a": 1,
+			"b": 2,
+		},
+		&Struct{
+			Str:   "test",
+			Int:   1,
+			Float: 0.1,
+			Bool:  true,
+			Nil:   nil,
+			// unexported: "can't be cloned",
+		},
+	}
+
+	for _, item := range cases {
+		cloned := DeepClone(item)
+
+		isPointerEqual := &cloned == &item
+		fmt.Println(cloned, isPointerEqual)
+	}
+
+	// Output:
+	// true false
+	// 1 false
+	// 0.1 false
+	// map[a:1 b:2] false
+	// &{test 1 0.1 true <nil>} false
+}
+
+func ExampleCopyProperties() {
+	type Disk struct {
+		Name    string  `json:"name"`
+		Total   string  `json:"total"`
+		Used    string  `json:"used"`
+		Percent float64 `json:"percent"`
+	}
+
+	type DiskVO struct {
+		Name    string  `json:"name"`
+		Total   string  `json:"total"`
+		Used    string  `json:"used"`
+		Percent float64 `json:"percent"`
+	}
+
+	type Indicator struct {
+		Id      string    `json:"id"`
+		Ip      string    `json:"ip"`
+		UpTime  string    `json:"upTime"`
+		LoadAvg string    `json:"loadAvg"`
+		Cpu     int       `json:"cpu"`
+		Disk    []Disk    `json:"disk"`
+		Stop    chan bool `json:"-"`
+	}
+
+	type IndicatorVO struct {
+		Id      string   `json:"id"`
+		Ip      string   `json:"ip"`
+		UpTime  string   `json:"upTime"`
+		LoadAvg string   `json:"loadAvg"`
+		Cpu     int64    `json:"cpu"`
+		Disk    []DiskVO `json:"disk"`
+	}
+
+	indicator := &Indicator{Id: "001", Ip: "127.0.0.1", Cpu: 1, Disk: []Disk{
+		{Name: "disk-001", Total: "100", Used: "1", Percent: 10},
+		{Name: "disk-002", Total: "200", Used: "1", Percent: 20},
+		{Name: "disk-003", Total: "300", Used: "1", Percent: 30},
+	}}
+
+	indicatorVO := IndicatorVO{}
+
+	CopyProperties(&indicatorVO, indicator)
+
+	fmt.Println(indicatorVO.Id)
+	fmt.Println(indicatorVO.Ip)
+	fmt.Println(len(indicatorVO.Disk))
+
+	// Output:
+	// 001
+	// 127.0.0.1
+	// 3
+}
+
+func ExampleToInterface() {
+	val := reflect.ValueOf("abc")
+	iVal, ok := ToInterface(val)
+
+	fmt.Printf("%T\n", iVal)
+	fmt.Printf("%v\n", iVal)
+	fmt.Println(ok)
+
+	// Output:
+	// string
+	// abc
+	// true
+}
+
+func ExampleUtf8ToGbk() {
+	utf8Data := []byte("hello")
+	gbkData, _ := Utf8ToGbk(utf8Data)
+
+	fmt.Println(utf8.Valid(utf8Data))
+	fmt.Println(validator.IsGBK(gbkData))
+
+	// Output:
+	// true
+	// true
+}
+
+func ExampleGbkToUtf8() {
+	gbkData, _ := Utf8ToGbk([]byte("hello"))
+	utf8Data, _ := GbkToUtf8(gbkData)
+
+	fmt.Println(utf8.Valid(utf8Data))
+	fmt.Println(string(utf8Data))
+
+	// Output:
+	// true
+	// hello
+}
+
+func ExampleToStdBase64() {
+	// if you want to see the result, please use 'base64.StdEncoding.DecodeString()' to decode the result
+
+	afterEncode := ToStdBase64(nil)
+	fmt.Println(afterEncode)
+
+	stringVal := "hello"
+	afterEncode = ToStdBase64(stringVal)
+	fmt.Println(afterEncode)
+
+	byteSliceVal := []byte("hello")
+	afterEncode = ToStdBase64(byteSliceVal)
+	fmt.Println(afterEncode)
+
+	intVal := 123
+	afterEncode = ToStdBase64(intVal)
+	fmt.Println(afterEncode)
+
+	mapVal := map[string]any{"a": "hi", "b": 2, "c": struct {
+		A string
+		B int
+	}{"hello", 3}}
+	afterEncode = ToStdBase64(mapVal)
+	fmt.Println(afterEncode)
+
+	floatVal := 123.456
+	afterEncode = ToStdBase64(floatVal)
+	fmt.Println(afterEncode)
+
+	boolVal := true
+	afterEncode = ToStdBase64(boolVal)
+	fmt.Println(afterEncode)
+
+	errVal := errors.New("err")
+	afterEncode = ToStdBase64(errVal)
+	fmt.Println(afterEncode)
+
+	// Output:
+	//
+	// aGVsbG8=
+	// aGVsbG8=
+	// MTIz
+	// eyJhIjoiaGkiLCJiIjoyLCJjIjp7IkEiOiJoZWxsbyIsIkIiOjN9fQ==
+	// MTIzLjQ1Ng==
+	// dHJ1ZQ==
+	// ZXJy
+}
+
+func ExampleToUrlBase64() {
+	// if you want to see the result, please use 'base64.URLEncoding.DecodeString()' to decode the result
+
+	stringVal := "hello"
+	afterEncode := ToUrlBase64(stringVal)
+	fmt.Println(afterEncode)
+
+	byteSliceVal := []byte("hello")
+	afterEncode = ToUrlBase64(byteSliceVal)
+	fmt.Println(afterEncode)
+
+	intVal := 123
+	afterEncode = ToUrlBase64(intVal)
+	fmt.Println(afterEncode)
+
+	mapVal := map[string]any{"a": "hi", "b": 2, "c": struct {
+		A string
+		B int
+	}{"hello", 3}}
+	afterEncode = ToUrlBase64(mapVal)
+	fmt.Println(afterEncode)
+
+	floatVal := 123.456
+	afterEncode = ToUrlBase64(floatVal)
+	fmt.Println(afterEncode)
+
+	boolVal := true
+	afterEncode = ToUrlBase64(boolVal)
+	fmt.Println(afterEncode)
+
+	errVal := errors.New("err")
+	afterEncode = ToUrlBase64(errVal)
+	fmt.Println(afterEncode)
+
+	// Output:
+	// aGVsbG8=
+	// aGVsbG8=
+	// MTIz
+	// eyJhIjoiaGkiLCJiIjoyLCJjIjp7IkEiOiJoZWxsbyIsIkIiOjN9fQ==
+	// MTIzLjQ1Ng==
+	// dHJ1ZQ==
+	// ZXJy
+}
+
+func ExampleToRawStdBase64() {
+	// if you want to see the result, please use 'base64.RawStdEncoding.DecodeString()' to decode the result
+	stringVal := "hello"
+	afterEncode := ToRawStdBase64(stringVal)
+	fmt.Println(afterEncode)
+
+	byteSliceVal := []byte("hello")
+	afterEncode = ToRawStdBase64(byteSliceVal)
+	fmt.Println(afterEncode)
+
+	intVal := 123
+	afterEncode = ToRawStdBase64(intVal)
+	fmt.Println(afterEncode)
+
+	mapVal := map[string]any{"a": "hi", "b": 2, "c": struct {
+		A string
+		B int
+	}{"hello", 3}}
+	afterEncode = ToRawStdBase64(mapVal)
+	fmt.Println(afterEncode)
+
+	floatVal := 123.456
+	afterEncode = ToRawStdBase64(floatVal)
+	fmt.Println(afterEncode)
+
+	boolVal := true
+	afterEncode = ToRawStdBase64(boolVal)
+	fmt.Println(afterEncode)
+
+	errVal := errors.New("err")
+	afterEncode = ToRawStdBase64(errVal)
+	fmt.Println(afterEncode)
+
+	// Output:
+	// aGVsbG8
+	// aGVsbG8
+	// MTIz
+	// eyJhIjoiaGkiLCJiIjoyLCJjIjp7IkEiOiJoZWxsbyIsIkIiOjN9fQ
+	// MTIzLjQ1Ng
+	// dHJ1ZQ
+	// ZXJy
+}
+
+func ExampleToRawUrlBase64() {
+	// if you want to see the result, please use 'base64.RawURLEncoding.DecodeString()' to decode the result
+
+	stringVal := "hello"
+	afterEncode := ToRawUrlBase64(stringVal)
+	fmt.Println(afterEncode)
+
+	byteSliceVal := []byte("hello")
+	afterEncode = ToRawUrlBase64(byteSliceVal)
+	fmt.Println(afterEncode)
+
+	intVal := 123
+	afterEncode = ToRawUrlBase64(intVal)
+	fmt.Println(afterEncode)
+
+	mapVal := map[string]any{"a": "hi", "b": 2, "c": struct {
+		A string
+		B int
+	}{"hello", 3}}
+	afterEncode = ToRawUrlBase64(mapVal)
+	fmt.Println(afterEncode)
+
+	floatVal := 123.456
+	afterEncode = ToRawUrlBase64(floatVal)
+	fmt.Println(afterEncode)
+
+	boolVal := true
+	afterEncode = ToRawUrlBase64(boolVal)
+	fmt.Println(afterEncode)
+
+	errVal := errors.New("err")
+	afterEncode = ToRawUrlBase64(errVal)
+	fmt.Println(afterEncode)
+
+	// Output:
+	// aGVsbG8
+	// aGVsbG8
+	// MTIz
+	// eyJhIjoiaGkiLCJiIjoyLCJjIjp7IkEiOiJoZWxsbyIsIkIiOjN9fQ
+	// MTIzLjQ1Ng
+	// dHJ1ZQ
+	// ZXJy
+}

convertor/convertor_internal.go

@@ -0,0 +1,216 @@
+// Copyright 2023 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package convertor implements some functions to convert data.
+package convertor
+
+import "reflect"
+
+type cloner struct {
+	ptrs map[reflect.Type]map[uintptr]reflect.Value
+}
+
+// clone return a duplicate of passed item.
+func (c *cloner) clone(v reflect.Value) reflect.Value {
+	switch v.Kind() {
+	case reflect.Invalid:
+		return reflect.ValueOf(nil)
+
+	// bool
+	case reflect.Bool:
+		return reflect.ValueOf(v.Bool())
+
+	//int
+	case reflect.Int:
+		return reflect.ValueOf(int(v.Int()))
+	case reflect.Int8:
+		return reflect.ValueOf(int8(v.Int()))
+	case reflect.Int16:
+		return reflect.ValueOf(int16(v.Int()))
+	case reflect.Int32:
+		return reflect.ValueOf(int32(v.Int()))
+	case reflect.Int64:
+		return reflect.ValueOf(v.Int())
+
+	// uint
+	case reflect.Uint:
+		return reflect.ValueOf(uint(v.Uint()))
+	case reflect.Uint8:
+		return reflect.ValueOf(uint8(v.Uint()))
+	case reflect.Uint16:
+		return reflect.ValueOf(uint16(v.Uint()))
+	case reflect.Uint32:
+		return reflect.ValueOf(uint32(v.Uint()))
+	case reflect.Uint64:
+		return reflect.ValueOf(v.Uint())
+
+	// float
+	case reflect.Float32:
+		return reflect.ValueOf(float32(v.Float()))
+	case reflect.Float64:
+		return reflect.ValueOf(v.Float())
+
+	// complex
+	case reflect.Complex64:
+		return reflect.ValueOf(complex64(v.Complex()))
+	case reflect.Complex128:
+		return reflect.ValueOf(v.Complex())
+
+	// string
+	case reflect.String:
+		return reflect.ValueOf(v.String())
+
+	// array
+	case reflect.Array, reflect.Slice:
+		return c.cloneArray(v)
+
+	// map
+	case reflect.Map:
+		return c.cloneMap(v)
+
+	// Ptr
+	case reflect.Ptr:
+		return c.clonePtr(v)
+
+	// struct
+	case reflect.Struct:
+		return c.cloneStruct(v)
+
+	// func
+	case reflect.Func:
+		return v
+
+	// interface
+	case reflect.Interface:
+		return c.clone(v.Elem())
+
+	}
+
+	return reflect.Zero(v.Type())
+}
+
+func (c *cloner) cloneArray(v reflect.Value) reflect.Value {
+	if v.IsNil() {
+		return reflect.Zero(v.Type())
+	}
+
+	arr := reflect.MakeSlice(v.Type(), v.Len(), v.Len())
+
+	for i := 0; i < v.Len(); i++ {
+		val := c.clone(v.Index(i))
+
+		if !val.IsValid() {
+			continue
+		}
+
+		item := arr.Index(i)
+		if !item.CanSet() {
+			continue
+		}
+
+		item.Set(val.Convert(item.Type()))
+	}
+
+	return arr
+}
+
+func (c *cloner) cloneMap(v reflect.Value) reflect.Value {
+	if v.IsNil() {
+		return reflect.Zero(v.Type())
+	}
+
+	clonedMap := reflect.MakeMap(v.Type())
+
+	for _, key := range v.MapKeys() {
+		value := v.MapIndex(key)
+		clonedKey := c.clone(key)
+		clonedValue := c.clone(value)
+
+		if !isNillable(clonedKey) || !clonedKey.IsNil() {
+			clonedKey = clonedKey.Convert(key.Type())
+		}
+
+		if (!isNillable(clonedValue) || !clonedValue.IsNil()) && clonedValue.IsValid() {
+			clonedValue = clonedValue.Convert(value.Type())
+		}
+
+		if !clonedValue.IsValid() {
+			clonedValue = reflect.Zero(clonedMap.Type().Elem())
+		}
+
+		clonedMap.SetMapIndex(clonedKey, clonedValue)
+	}
+
+	return clonedMap
+}
+
+func isNillable(v reflect.Value) bool {
+	switch v.Kind() {
+	case reflect.Chan, reflect.Interface, reflect.Ptr, reflect.Func:
+		return true
+	}
+	return false
+}
+
+func (c *cloner) clonePtr(v reflect.Value) reflect.Value {
+	if v.IsNil() {
+		return reflect.Zero(v.Type())
+	}
+
+	var newVal reflect.Value
+
+	if v.Elem().CanAddr() {
+		ptrs, exists := c.ptrs[v.Type()]
+		if exists {
+			if newVal, exists := ptrs[v.Elem().UnsafeAddr()]; exists {
+				return newVal
+			}
+		}
+	}
+
+	newVal = c.clone(v.Elem())
+
+	if v.Elem().CanAddr() {
+		ptrs, exists := c.ptrs[v.Type()]
+		if exists {
+			if newVal, exists := ptrs[v.Elem().UnsafeAddr()]; exists {
+				return newVal
+			}
+		}
+	}
+
+	clonedPtr := reflect.New(newVal.Type())
+	clonedPtr.Elem().Set(newVal)
+
+	return clonedPtr
+}
+
+func (c *cloner) cloneStruct(v reflect.Value) reflect.Value {
+	clonedStructPtr := reflect.New(v.Type())
+	clonedStruct := clonedStructPtr.Elem()
+
+	if v.CanAddr() {
+		ptrs := c.ptrs[clonedStructPtr.Type()]
+		if ptrs == nil {
+			ptrs = make(map[uintptr]reflect.Value)
+			c.ptrs[clonedStructPtr.Type()] = ptrs
+		}
+		ptrs[v.UnsafeAddr()] = clonedStructPtr
+	}
+
+	for i := 0; i < v.NumField(); i++ {
+		newStructValue := clonedStruct.Field(i)
+		if !newStructValue.CanSet() {
+			continue
+		}
+
+		clonedVal := c.clone(v.Field(i))
+		if !clonedVal.IsValid() {
+			continue
+		}
+
+		newStructValue.Set(clonedVal.Convert(newStructValue.Type()))
+	}
+
+	return clonedStruct
+}

convertor/convertor_test.go

@@ -1,15 +1,24 @@
 package convertor
 
 import (
+	"encoding/base64"
+	"errors"
 	"fmt"
+	"io"
+	"reflect"
 	"strconv"
 	"testing"
+	"unicode/utf8"
+	"unsafe"
 
 	"github.com/duke-git/lancet/v2/internal"
 	"github.com/duke-git/lancet/v2/slice"
+	"github.com/duke-git/lancet/v2/validator"
 )
 
 func TestToChar(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToChar")
 
 	cases := []string{"", "abc", "1 2#3"}
@@ -24,6 +33,8 @@ func TestToChar(t *testing.T) {
 }
 
 func TestToChannel(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToChannel")
 
 	ch := ToChannel([]int{1, 2, 3})
@@ -36,6 +47,8 @@ func TestToChannel(t *testing.T) {
 }
 
 func TestToBool(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToBool")
 
 	cases := []string{"1", "true", "True", "false", "False", "0", "123", "0.0", "abc"}
@@ -48,6 +61,8 @@ func TestToBool(t *testing.T) {
 }
 
 func TestToBytes(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToBytes")
 
 	cases := []any{
@@ -74,6 +89,8 @@ func TestToBytes(t *testing.T) {
 }
 
 func TestToInt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToInt")
 
 	cases := []any{"123", "-123", 123,
@@ -90,6 +107,8 @@ func TestToInt(t *testing.T) {
 }
 
 func TestToFloat(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToFloat")
 
 	cases := []any{
@@ -108,6 +127,8 @@ func TestToFloat(t *testing.T) {
 }
 
 func TestToString(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToString")
 
 	aMap := make(map[string]int)
@@ -143,6 +164,8 @@ func TestToString(t *testing.T) {
 	}
 }
 func TestToJson(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToJson")
 
 	var aMap = map[string]int{"a": 1, "b": 2, "c": 3}
@@ -158,6 +181,8 @@ func TestToJson(t *testing.T) {
 }
 
 func TestToMap(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToMap")
 
 	type Message struct {
@@ -177,23 +202,45 @@ func TestToMap(t *testing.T) {
 }
 
 func TestStructToMap(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestStructToMap")
 
-	type People struct {
-		Name string `json:"name"`
-		age  int
-	}
-	p := People{
-		"test",
-		100,
-	}
-	pm, _ := StructToMap(p)
+	t.Run("StructToMap", func(_ *testing.T) {
+		type People struct {
+			Name string `json:"name"`
+			age  int
+		}
+		p := People{
+			"test",
+			100,
+		}
+		pm, _ := StructToMap(p)
+		var expected = map[string]any{"name": "test"}
+		assert.Equal(expected, pm)
+	})
 
-	expected := map[string]any{"name": "test"}
-	assert.Equal(expected, pm)
+	t.Run("StructToMapWithJsonAttr", func(_ *testing.T) {
+		type People struct {
+			Name  string `json:"name,omitempty"` // json tag with attribute
+			Phone string `json:"phone"`          // json tag without attribute
+			Sex   string `json:"-"`              // ignore
+			age   int    // no tag
+		}
+		p := People{
+			Phone: "1111",
+			Sex:   "male",
+			age:   100,
+		}
+		pm, _ := StructToMap(p)
+		var expected = map[string]any{"phone": "1111"}
+		assert.Equal(expected, pm)
+	})
 }
 
 func TestMapToSlice(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMapToSlice")
 
 	aMap := map[string]int{"a": 1, "b": 2, "c": 3}
@@ -208,6 +255,8 @@ func TestMapToSlice(t *testing.T) {
 }
 
 func TestColorHexToRGB(t *testing.T) {
+	t.Parallel()
+
 	colorHex := "#003366"
 	r, g, b := ColorHexToRGB(colorHex)
 	colorRGB := fmt.Sprintf("%d,%d,%d", r, g, b)
@@ -218,6 +267,8 @@ func TestColorHexToRGB(t *testing.T) {
 }
 
 func TestColorRGBToHex(t *testing.T) {
+	t.Parallel()
+
 	r := 0
 	g := 51
 	b := 102
@@ -229,6 +280,8 @@ func TestColorRGBToHex(t *testing.T) {
 }
 
 func TestToPointer(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToPointer")
 	result := ToPointer(123)
 
@@ -236,6 +289,8 @@ func TestToPointer(t *testing.T) {
 }
 
 func TestEncodeByte(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEncodeByte")
 
 	byteData, _ := EncodeByte("abc")
@@ -245,6 +300,8 @@ func TestEncodeByte(t *testing.T) {
 }
 
 func TestDecodeByte(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDecodeByte")
 
 	var obj string
@@ -253,3 +310,434 @@ func TestDecodeByte(t *testing.T) {
 	assert.IsNil(err)
 	assert.Equal("abc", obj)
 }
+
+func TestDeepClone(t *testing.T) {
+	t.Parallel()
+
+	// assert := internal.NewAssert(t, "TestDeepClone")
+
+	type Struct struct {
+		Str   string
+		Int   int
+		Float float64
+		Bool  bool
+		Nil   interface{}
+		// unexported string
+	}
+
+	cases := []interface{}{
+		true,
+		1,
+		0.1,
+		map[string]int{
+			"a": 1,
+			"b": 2,
+		},
+		&Struct{
+			Str:   "test",
+			Int:   1,
+			Float: 0.1,
+			Bool:  true,
+			Nil:   nil,
+			// unexported: "can't be cloned",
+		},
+		[]interface{}{1, &Struct{Str: "test"}, Struct{Str: "test2"}},
+	}
+
+	for i, item := range cases {
+		cloned := DeepClone(item)
+
+		if &cloned == &item {
+			t.Fatalf("[TestDeepClone case #%d failed]: equal pointer", i)
+		}
+
+		if !reflect.DeepEqual(item, cloned) {
+			t.Fatalf("[TestDeepClone case #%d failed] unequal objects", i)
+		}
+	}
+}
+
+func TestCopyProperties(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCopyProperties")
+
+	type Disk struct {
+		Name    string  `json:"name"`
+		Total   string  `json:"total"`
+		Used    string  `json:"used"`
+		Percent float64 `json:"percent"`
+	}
+
+	type DiskVO struct {
+		Name    string  `json:"name"`
+		Total   string  `json:"total"`
+		Used    string  `json:"used"`
+		Percent float64 `json:"percent"`
+	}
+
+	type Indicator struct {
+		Id      string    `json:"id"`
+		Ip      string    `json:"ip"`
+		UpTime  string    `json:"upTime"`
+		LoadAvg string    `json:"loadAvg"`
+		Cpu     int       `json:"cpu"`
+		Disk    []Disk    `json:"disk"`
+		Stop    chan bool `json:"-"`
+	}
+
+	type IndicatorVO struct {
+		Id      string   `json:"id"`
+		Ip      string   `json:"ip"`
+		UpTime  string   `json:"upTime"`
+		LoadAvg string   `json:"loadAvg"`
+		Cpu     int64    `json:"cpu"`
+		Disk    []DiskVO `json:"disk"`
+	}
+
+	indicator := &Indicator{Id: "001", Ip: "127.0.0.1", Cpu: 1, Disk: []Disk{
+		{Name: "disk-001", Total: "100", Used: "1", Percent: 10},
+		{Name: "disk-002", Total: "200", Used: "1", Percent: 20},
+		{Name: "disk-003", Total: "300", Used: "1", Percent: 30},
+	}}
+
+	indicatorVO := IndicatorVO{}
+
+	err := CopyProperties(&indicatorVO, indicator)
+
+	assert.IsNil(err)
+	assert.Equal("001", indicatorVO.Id)
+	assert.Equal("127.0.0.1", indicatorVO.Ip)
+	assert.Equal(3, len(indicatorVO.Disk))
+}
+
+func TestToInterface(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToInterface")
+
+	cases := []reflect.Value{
+		reflect.ValueOf("abc"),
+		reflect.ValueOf(int(0)), reflect.ValueOf(int8(1)), reflect.ValueOf(int16(-1)), reflect.ValueOf(int32(123)), reflect.ValueOf(int64(123)),
+		reflect.ValueOf(uint(123)), reflect.ValueOf(uint8(123)), reflect.ValueOf(uint16(123)), reflect.ValueOf(uint32(123)), reflect.ValueOf(uint64(123)),
+		reflect.ValueOf(float64(12.3)), reflect.ValueOf(float32(12.3)),
+		reflect.ValueOf(true), reflect.ValueOf(false),
+	}
+
+	expected := []interface{}{
+		"abc",
+		0, int8(1), int16(-1), int32(123), int64(123),
+		uint(123), uint8(123), uint16(123), uint32(123), uint64(123),
+		float64(12.3), float32(12.3),
+		true, false,
+	}
+
+	for i := 0; i < len(cases); i++ {
+		actual, _ := ToInterface(cases[i])
+		assert.Equal(expected[i], actual)
+	}
+
+	nilVal, ok := ToInterface(reflect.ValueOf(nil))
+	assert.EqualValues(nil, nilVal)
+	assert.Equal(false, ok)
+}
+
+func TestUtf8ToGbk(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestUtf8ToGbk")
+
+	utf8Data := []byte("hello")
+	gbkData, err := Utf8ToGbk(utf8Data)
+
+	assert.Equal(true, utf8.Valid(utf8Data))
+	assert.Equal(true, validator.IsGBK(gbkData))
+	assert.IsNil(err)
+}
+
+func TestGbkToUtf8(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestGbkToUtf8")
+
+	gbkData, err := Utf8ToGbk([]byte("hello"))
+	utf8Data, err := GbkToUtf8(gbkData)
+
+	assert.IsNil(err)
+	assert.Equal(true, utf8.Valid(utf8Data))
+	assert.Equal("hello", string(utf8Data))
+}
+
+func TestToStdBase64(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestToStdBase64")
+
+	r1 := ToStdBase64("abc")
+	d1, _ := base64.StdEncoding.DecodeString(r1)
+	assert.Equal("abc", string(d1))
+
+	r2 := ToStdBase64([]byte("abc"))
+	d2, _ := base64.StdEncoding.DecodeString(r2)
+	assert.Equal("abc", string(d2))
+
+	r3 := ToStdBase64(123)
+	d3, _ := base64.StdEncoding.DecodeString(r3)
+	assert.Equal("123", string(d3))
+
+	r4 := ToStdBase64(11.11)
+	d4, _ := base64.StdEncoding.DecodeString(r4)
+	assert.Equal("11.11", string(d4))
+
+	r5 := ToStdBase64(map[string]any{"name": "duke", "quantity": 1})
+	d5, _ := base64.StdEncoding.DecodeString(r5)
+	assert.Equal("{\"name\":\"duke\",\"quantity\":1}", string(d5))
+
+	r6 := ToStdBase64([]int64{7, 5, 9, 4, 23})
+	d6, _ := base64.StdEncoding.DecodeString(r6)
+	assert.Equal("[7,5,9,4,23]", string(d6))
+
+	r7 := ToStdBase64([]string{"7", "5", "9", "4", "23"})
+	d7, _ := base64.StdEncoding.DecodeString(r7)
+	assert.Equal("[\"7\",\"5\",\"9\",\"4\",\"23\"]", string(d7))
+
+	r8 := ToStdBase64(nil)
+	d8, _ := base64.StdEncoding.DecodeString(r8)
+	assert.Equal("", string(d8))
+
+	ch := make(chan int, 3)
+	ch <- 1
+	ch <- 2
+	r9 := ToStdBase64(ch)
+	d9, _ := base64.StdEncoding.DecodeString(r9)
+	assert.Equal("", string(d9))
+
+	r10 := ToStdBase64(io.EOF)
+	d10, _ := base64.StdEncoding.DecodeString(r10)
+	assert.Equal("EOF", string(d10))
+
+	r11 := ToStdBase64(errors.New("test"))
+	d11, _ := base64.StdEncoding.DecodeString(r11)
+	assert.Equal("test", string(d11))
+
+	typedNil := (*int)(nil)
+	r12 := ToStdBase64(typedNil)
+	d12, _ := base64.StdEncoding.DecodeString(r12)
+	assert.Equal("", string(d12))
+
+	type nilInterface interface {
+	}
+	var nI nilInterface = nil
+	d13, _ := base64.StdEncoding.DecodeString(ToStdBase64(nI))
+	assert.Equal("", string(d13))
+
+	var p unsafe.Pointer
+	d14, _ := base64.StdEncoding.DecodeString(ToStdBase64(p))
+	assert.Equal("", string(d14))
+}
+
+func TestToUrlBase64(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestToUrlBase64")
+
+	r1 := ToUrlBase64("abc")
+	d1, _ := base64.URLEncoding.DecodeString(r1)
+	assert.Equal("abc", string(d1))
+
+	r2 := ToUrlBase64([]byte("abc"))
+	d2, _ := base64.URLEncoding.DecodeString(r2)
+	assert.Equal("abc", string(d2))
+
+	r3 := ToUrlBase64(123)
+	d3, _ := base64.URLEncoding.DecodeString(r3)
+	assert.Equal("123", string(d3))
+
+	r4 := ToUrlBase64(11.11)
+	d4, _ := base64.URLEncoding.DecodeString(r4)
+	assert.Equal("11.11", string(d4))
+
+	r5 := ToUrlBase64(map[string]any{"name": "duke", "quantity": 1})
+	d5, _ := base64.URLEncoding.DecodeString(r5)
+	assert.Equal("{\"name\":\"duke\",\"quantity\":1}", string(d5))
+
+	r6 := ToUrlBase64([]int64{7, 5, 9, 4, 23})
+	d6, _ := base64.URLEncoding.DecodeString(r6)
+	assert.Equal("[7,5,9,4,23]", string(d6))
+
+	r7 := ToUrlBase64([]string{"7", "5", "9", "4", "23"})
+	d7, _ := base64.URLEncoding.DecodeString(r7)
+	assert.Equal("[\"7\",\"5\",\"9\",\"4\",\"23\"]", string(d7))
+
+	r8 := ToUrlBase64(nil)
+	d8, _ := base64.URLEncoding.DecodeString(r8)
+	assert.Equal("", string(d8))
+
+	ch := make(chan int, 3)
+	ch <- 1
+	ch <- 2
+	r9 := ToUrlBase64(ch)
+	d9, _ := base64.URLEncoding.DecodeString(r9)
+	assert.Equal("", string(d9))
+
+	r10 := ToUrlBase64(io.EOF)
+	d10, _ := base64.URLEncoding.DecodeString(r10)
+	assert.Equal("EOF", string(d10))
+
+	r11 := ToUrlBase64(errors.New("test"))
+	d11, _ := base64.URLEncoding.DecodeString(r11)
+	assert.Equal("test", string(d11))
+
+	typedNil := (*int)(nil)
+	r12 := ToUrlBase64(typedNil)
+	d12, _ := base64.URLEncoding.DecodeString(r12)
+	assert.Equal("", string(d12))
+
+	type nilInterface interface {
+	}
+	var nI nilInterface = nil
+	d13, _ := base64.URLEncoding.DecodeString(ToUrlBase64(nI))
+	assert.Equal("", string(d13))
+
+	var p unsafe.Pointer
+	d14, _ := base64.URLEncoding.DecodeString(ToUrlBase64(p))
+	assert.Equal("", string(d14))
+
+	r15 := ToUrlBase64("4+3/4?=")
+	d15, _ := base64.URLEncoding.DecodeString(r15)
+	assert.Equal("4+3/4?=", string(d15))
+}
+
+func TestToRawStdBase64(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestToRawStdBase64")
+
+	r1 := ToRawStdBase64("abc")
+	d1, _ := base64.RawStdEncoding.DecodeString(r1)
+	assert.Equal("abc", string(d1))
+
+	r2 := ToRawStdBase64([]byte("abc"))
+	d2, _ := base64.RawStdEncoding.DecodeString(r2)
+	assert.Equal("abc", string(d2))
+
+	r3 := ToRawStdBase64(123)
+	d3, _ := base64.RawStdEncoding.DecodeString(r3)
+	assert.Equal("123", string(d3))
+
+	r4 := ToRawStdBase64(11.11)
+	d4, _ := base64.RawStdEncoding.DecodeString(r4)
+	assert.Equal("11.11", string(d4))
+
+	r5 := ToRawStdBase64(map[string]any{"name": "duke", "quantity": 1})
+	d5, _ := base64.RawStdEncoding.DecodeString(r5)
+	assert.Equal("{\"name\":\"duke\",\"quantity\":1}", string(d5))
+
+	r6 := ToRawStdBase64([]int64{7, 5, 9, 4, 23})
+	d6, _ := base64.RawStdEncoding.DecodeString(r6)
+	assert.Equal("[7,5,9,4,23]", string(d6))
+
+	r7 := ToRawStdBase64([]string{"7", "5", "9", "4", "23"})
+	d7, _ := base64.RawStdEncoding.DecodeString(r7)
+	assert.Equal("[\"7\",\"5\",\"9\",\"4\",\"23\"]", string(d7))
+
+	r8 := ToRawStdBase64(nil)
+	d8, _ := base64.RawStdEncoding.DecodeString(r8)
+	assert.Equal("", string(d8))
+
+	ch := make(chan int, 3)
+	ch <- 1
+	ch <- 2
+	r9 := ToRawStdBase64(ch)
+	d9, _ := base64.RawStdEncoding.DecodeString(r9)
+	assert.Equal("", string(d9))
+
+	r10 := ToRawStdBase64(io.EOF)
+	d10, _ := base64.RawStdEncoding.DecodeString(r10)
+	assert.Equal("EOF", string(d10))
+
+	r11 := ToRawStdBase64(errors.New("test"))
+	d11, _ := base64.RawStdEncoding.DecodeString(r11)
+	assert.Equal("test", string(d11))
+
+	typedNil := (*int)(nil)
+	r12 := ToRawStdBase64(typedNil)
+	d12, _ := base64.RawStdEncoding.DecodeString(r12)
+	assert.Equal("", string(d12))
+
+	type nilInterface interface {
+	}
+	var nI nilInterface = nil
+	d13, _ := base64.RawStdEncoding.DecodeString(ToRawStdBase64(nI))
+	assert.Equal("", string(d13))
+
+	var p unsafe.Pointer
+	d14, _ := base64.RawStdEncoding.DecodeString(ToRawStdBase64(p))
+	assert.Equal("", string(d14))
+}
+
+func TestToRawUrlBase64(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestToRawUrlBase64")
+
+	r1 := ToRawUrlBase64("abc")
+	d1, _ := base64.RawURLEncoding.DecodeString(r1)
+	assert.Equal("abc", string(d1))
+
+	r2 := ToRawUrlBase64([]byte("abc"))
+	d2, _ := base64.RawURLEncoding.DecodeString(r2)
+	assert.Equal("abc", string(d2))
+
+	r3 := ToRawUrlBase64(123)
+	d3, _ := base64.RawURLEncoding.DecodeString(r3)
+	assert.Equal("123", string(d3))
+
+	r4 := ToRawUrlBase64(11.11)
+	d4, _ := base64.RawURLEncoding.DecodeString(r4)
+	assert.Equal("11.11", string(d4))
+
+	r5 := ToRawUrlBase64(map[string]any{"name": "duke", "quantity": 1})
+	d5, _ := base64.RawURLEncoding.DecodeString(r5)
+	assert.Equal("{\"name\":\"duke\",\"quantity\":1}", string(d5))
+
+	r6 := ToRawUrlBase64([]int64{7, 5, 9, 4, 23})
+	d6, _ := base64.RawURLEncoding.DecodeString(r6)
+	assert.Equal("[7,5,9,4,23]", string(d6))
+
+	r7 := ToRawUrlBase64([]string{"7", "5", "9", "4", "23"})
+	d7, _ := base64.RawURLEncoding.DecodeString(r7)
+	assert.Equal("[\"7\",\"5\",\"9\",\"4\",\"23\"]", string(d7))
+
+	r8 := ToRawUrlBase64(nil)
+	d8, _ := base64.RawURLEncoding.DecodeString(r8)
+	assert.Equal("", string(d8))
+
+	ch := make(chan int, 3)
+	ch <- 1
+	ch <- 2
+	r9 := ToRawUrlBase64(ch)
+	d9, _ := base64.RawURLEncoding.DecodeString(r9)
+	assert.Equal("", string(d9))
+
+	r10 := ToRawUrlBase64(io.EOF)
+	d10, _ := base64.RawURLEncoding.DecodeString(r10)
+	assert.Equal("EOF", string(d10))
+
+	r11 := ToRawUrlBase64(errors.New("test"))
+	d11, _ := base64.RawURLEncoding.DecodeString(r11)
+	assert.Equal("test", string(d11))
+
+	typedNil := (*int)(nil)
+	r12 := ToRawUrlBase64(typedNil)
+	d12, _ := base64.RawURLEncoding.DecodeString(r12)
+	assert.Equal("", string(d12))
+
+	type nilInterface interface {
+	}
+	var nI nilInterface = nil
+	d13, _ := base64.RawURLEncoding.DecodeString(ToRawUrlBase64(nI))
+	assert.Equal("", string(d13))
+
+	var p unsafe.Pointer
+	d14, _ := base64.RawURLEncoding.DecodeString(ToRawUrlBase64(p))
+	assert.Equal("", string(d14))
+
+	r15 := ToRawUrlBase64("4+3/4?=")
+	d15, _ := base64.RawURLEncoding.DecodeString(r15)
+	assert.Equal("4+3/4?=", string(d15))
+}

cryptor/basic.go

@@ -40,6 +40,30 @@ func Md5String(s string) string {
 	return hex.EncodeToString(h.Sum(nil))
 }
 
+// Md5StringWithBase64 return the md5 value of string with base64.
+// Play: https://go.dev/play/p/Lx4gH7Vdr5_y
+func Md5StringWithBase64(s string) string {
+	h := md5.New()
+	h.Write([]byte(s))
+	return base64.StdEncoding.EncodeToString(h.Sum(nil))
+}
+
+// Md5Byte return the md5 string of byte slice.
+// Play: https://go.dev/play/p/suraalH8lyC
+func Md5Byte(data []byte) string {
+	h := md5.New()
+	h.Write(data)
+	return hex.EncodeToString(h.Sum(nil))
+}
+
+// Md5ByteWithBase64 return the md5 string of byte slice with base64.
+// Play: https://go.dev/play/p/Tcb-Z7LN2ax
+func Md5ByteWithBase64(data []byte) string {
+	h := md5.New()
+	h.Write(data)
+	return base64.StdEncoding.EncodeToString(h.Sum(nil))
+}
+
 // Md5File return the md5 value of file.
 func Md5File(filename string) (string, error) {
 	if fileInfo, err := os.Stat(filename); err != nil {
@@ -74,56 +98,112 @@ func Md5File(filename string) (string, error) {
 
 // HmacMd5 return the hmac hash of string use md5.
 // Play: https://go.dev/play/p/uef0q1fz53I
-func HmacMd5(data, key string) string {
+func HmacMd5(str, key string) string {
+	h := hmac.New(md5.New, []byte(key))
+	h.Write([]byte(str))
+	return hex.EncodeToString(h.Sum([]byte("")))
+}
+
+// HmacMd5WithBase64 return the hmac hash of string use md5 with base64.
+// https://go.dev/play/p/UY0ng2AefFC
+func HmacMd5WithBase64(data, key string) string {
 	h := hmac.New(md5.New, []byte(key))
 	h.Write([]byte(data))
-	return hex.EncodeToString(h.Sum([]byte("")))
+	return base64.StdEncoding.EncodeToString(h.Sum([]byte("")))
 }
 
 // HmacSha1 return the hmac hash of string use sha1.
 // Play: https://go.dev/play/p/1UI4oQ4WXKM
-func HmacSha1(data, key string) string {
+func HmacSha1(str, key string) string {
 	h := hmac.New(sha1.New, []byte(key))
-	h.Write([]byte(data))
+	h.Write([]byte(str))
 	return hex.EncodeToString(h.Sum([]byte("")))
 }
 
+// HmacSha1WithBase64 return the hmac hash of string use sha1 with base64.
+// Play: https://go.dev/play/p/47JmmGrnF7B
+func HmacSha1WithBase64(str, key string) string {
+	h := hmac.New(sha1.New, []byte(key))
+	h.Write([]byte(str))
+	return base64.StdEncoding.EncodeToString(h.Sum([]byte("")))
+}
+
 // HmacSha256 return the hmac hash of string use sha256.
 // Play: https://go.dev/play/p/HhpwXxFhhC0
-func HmacSha256(data, key string) string {
+func HmacSha256(str, key string) string {
 	h := hmac.New(sha256.New, []byte(key))
-	h.Write([]byte(data))
+	h.Write([]byte(str))
 	return hex.EncodeToString(h.Sum([]byte("")))
 }
 
+// HmacSha256WithBase64 return the hmac hash of string use sha256 with base64.
+// Play: https://go.dev/play/p/EKbkUvPTLwO
+func HmacSha256WithBase64(str, key string) string {
+	h := hmac.New(sha256.New, []byte(key))
+	h.Write([]byte(str))
+	return base64.StdEncoding.EncodeToString(h.Sum([]byte("")))
+}
+
 // HmacSha512 return the hmac hash of string use sha512.
 // Play: https://go.dev/play/p/59Od6m4A0Ud
-func HmacSha512(data, key string) string {
+func HmacSha512(str, key string) string {
 	h := hmac.New(sha512.New, []byte(key))
-	h.Write([]byte(data))
+	h.Write([]byte(str))
 	return hex.EncodeToString(h.Sum([]byte("")))
 }
 
+// HmacSha512WithBase64 return the hmac hash of string use sha512 with base64.
+// Play: https://go.dev/play/p/c6dSe3E2ydU
+func HmacSha512WithBase64(str, key string) string {
+	h := hmac.New(sha512.New, []byte(key))
+	h.Write([]byte(str))
+	return base64.StdEncoding.EncodeToString(h.Sum([]byte("")))
+}
+
 // Sha1 return the sha1 value (SHA-1 hash algorithm) of string.
 // Play: https://go.dev/play/p/_m_uoD1deMT
-func Sha1(data string) string {
+func Sha1(str string) string {
 	sha1 := sha1.New()
-	sha1.Write([]byte(data))
+	sha1.Write([]byte(str))
 	return hex.EncodeToString(sha1.Sum([]byte("")))
 }
 
+// Sha1WithBase64 return the sha1 value (SHA-1 hash algorithm) of base64 string.
+// Play: https://go.dev/play/p/fSyx-Gl2l2-
+func Sha1WithBase64(str string) string {
+	sha1 := sha1.New()
+	sha1.Write([]byte(str))
+	return base64.StdEncoding.EncodeToString(sha1.Sum([]byte("")))
+}
+
 // Sha256 return the sha256 value (SHA256 hash algorithm) of string.
 // Play: https://go.dev/play/p/tU9tfBMIAr1
-func Sha256(data string) string {
+func Sha256(str string) string {
 	sha256 := sha256.New()
-	sha256.Write([]byte(data))
+	sha256.Write([]byte(str))
 	return hex.EncodeToString(sha256.Sum([]byte("")))
 }
 
+// Sha256WithBase64 return the sha256 value (SHA256 hash algorithm) of base64 string.
+// Play: https://go.dev/play/p/85IXJHIal1k
+func Sha256WithBase64(str string) string {
+	sha256 := sha256.New()
+	sha256.Write([]byte(str))
+	return base64.StdEncoding.EncodeToString(sha256.Sum([]byte("")))
+}
+
 // Sha512 return the sha512 value (SHA512 hash algorithm) of string.
 // Play: https://go.dev/play/p/3WsvLYZxsHa
-func Sha512(data string) string {
+func Sha512(str string) string {
 	sha512 := sha512.New()
-	sha512.Write([]byte(data))
+	sha512.Write([]byte(str))
 	return hex.EncodeToString(sha512.Sum([]byte("")))
 }
+
+// Sha512WithBase64 return the sha512 value (SHA512 hash algorithm) of base64 string.
+// Play: https://go.dev/play/p/q_fY2rA-k5I
+func Sha512WithBase64(str string) string {
+	sha512 := sha512.New()
+	sha512.Write([]byte(str))
+	return base64.StdEncoding.EncodeToString(sha512.Sum([]byte("")))
+}

cryptor/basic_test.go

@@ -7,21 +7,51 @@ import (
 )
 
 func TestBase64StdEncode(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBase64StdEncode")
 	assert.Equal("aGVsbG8gd29ybGQ=", Base64StdEncode("hello world"))
 }
 
 func TestBase64StdDecode(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBase64StdDecode")
 	assert.Equal("hello world", Base64StdDecode("aGVsbG8gd29ybGQ="))
 }
 
 func TestMd5String(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMd5String")
 	assert.Equal("5d41402abc4b2a76b9719d911017c592", Md5String("hello"))
 }
 
+func TestMd5StringWithBase64(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMd5StringWithBase64")
+	assert.Equal("XUFAKrxLKna5cZ2REBfFkg==", Md5StringWithBase64("hello"))
+}
+
+func TestMd5Byte(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMd5Byte")
+	data := []byte{'a'}
+	assert.Equal("0cc175b9c0f1b6a831c399e269772661", Md5Byte(data))
+}
+
+func TestMd5ByteWithBase64(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMd5ByteWithBase64")
+	assert.Equal("XUFAKrxLKna5cZ2REBfFkg==", Md5ByteWithBase64([]byte("hello")))
+}
+
 func TestMd5File(t *testing.T) {
+	t.Parallel()
+
 	fileMd5, err := Md5File("./basic.go")
 	assert := internal.NewAssert(t, "TestMd5File")
 	assert.IsNotNil(fileMd5)
@@ -29,11 +59,22 @@ func TestMd5File(t *testing.T) {
 }
 
 func TestHmacMd5(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestHmacMd5")
 	assert.Equal("5f4c9faaff0a1ad3007d9ddc06abe36d", HmacMd5("hello world", "12345"))
 }
 
+func TestHmacMd5WithBase64(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHmacMd5WithBase64")
+	assert.Equal("6DQwbquJLYclJdSRinpjmg==", HmacMd5WithBase64("hello", "12345"))
+}
+
 func TestHmacSha1(t *testing.T) {
+	t.Parallel()
+
 	s := "hello world"
 	key := "12345"
 	hmacSha1 := HmacSha1(s, key)
@@ -43,17 +84,45 @@ func TestHmacSha1(t *testing.T) {
 	assert.Equal(expected, hmacSha1)
 }
 
-func TestHmacSha256(t *testing.T) {
-	s := "hello world"
+func TestHmacSha1WithBase64(t *testing.T) {
+	t.Parallel()
+
+	s := "hello"
 	key := "12345"
-	hmacSha256 := HmacSha256(s, key)
+	hmacSha1 := HmacSha1WithBase64(s, key)
+	expected := "XGqdsMzLkuNu0DI/0Jt/k23prOA="
+
+	assert := internal.NewAssert(t, "TestHmacSha1")
+	assert.Equal(expected, hmacSha1)
+}
+
+func TestHmacSha256(t *testing.T) {
+	t.Parallel()
+
+	str := "hello world"
+	key := "12345"
+	hmacSha256 := HmacSha256(str, key)
 	expected := "9dce2609f2d67d41f74c7f9efc8ccd44370d41ad2de52982627588dfe7289ab8"
 
 	assert := internal.NewAssert(t, "TestHmacSha256")
 	assert.Equal(expected, hmacSha256)
 }
 
+func TestHmacSha256WithBase64(t *testing.T) {
+	t.Parallel()
+
+	str := "hello"
+	key := "12345"
+	hms := HmacSha256WithBase64(str, key)
+	expected := "MVu5PE6YmGK6Ccti4F1zpfN2yzbw14btqwwyDQWf3nU="
+
+	assert := internal.NewAssert(t, "TestHmacSha256WithBase64")
+	assert.Equal(expected, hms)
+}
+
 func TestHmacSha512(t *testing.T) {
+	t.Parallel()
+
 	s := "hello world"
 	key := "12345"
 	hmacSha512 := HmacSha512(s, key)
@@ -63,7 +132,21 @@ func TestHmacSha512(t *testing.T) {
 	assert.Equal(expected, hmacSha512)
 }
 
+func TestHmacSha512WithBase64(t *testing.T) {
+	t.Parallel()
+
+	str := "hello"
+	key := "12345"
+	hms := HmacSha512WithBase64(str, key)
+	expected := "3Y8SkKndI9NU4lJtmi6c6M///dN8syCADRxsE9Lvw2Mog3ahlsVFja9T+OGqa0Wm2FYwPVwKIGS/+XhYYdSM/A=="
+
+	assert := internal.NewAssert(t, "TestHmacSha512WithBase64")
+	assert.Equal(expected, hms)
+}
+
 func TestSha1(t *testing.T) {
+	t.Parallel()
+
 	s := "hello world"
 	sha1 := Sha1(s)
 	expected := "2aae6c35c94fcfb415dbe95f408b9ce91ee846ed"
@@ -72,7 +155,19 @@ func TestSha1(t *testing.T) {
 	assert.Equal(expected, sha1)
 }
 
+func TestSha1WithBase64(t *testing.T) {
+	t.Parallel()
+
+	str := Sha1WithBase64("hello")
+	expected := "qvTGHdzF6KLavt4PO0gs2a6pQ00="
+
+	assert := internal.NewAssert(t, "TestSha1WithBase64")
+	assert.Equal(expected, str)
+}
+
 func TestSha256(t *testing.T) {
+	t.Parallel()
+
 	s := "hello world"
 	sha256 := Sha256(s)
 	expected := "b94d27b9934d3e08a52e52d7da7dabfac484efe37a5380ee9088f7ace2efcde9"
@@ -81,7 +176,19 @@ func TestSha256(t *testing.T) {
 	assert.Equal(expected, sha256)
 }
 
+func TestSha256WithBase64(t *testing.T) {
+	t.Parallel()
+
+	str := Sha256WithBase64("hello")
+	expected := "LPJNul+wow4m6DsqxbninhsWHlwfp0JecwQzYpOLmCQ="
+
+	assert := internal.NewAssert(t, "TestSha256WithBase64")
+	assert.Equal(expected, str)
+}
+
 func TestSha512(t *testing.T) {
+	t.Parallel()
+
 	s := "hello world"
 	sha512 := Sha512(s)
 	expected := "309ecc489c12d6eb4cc40f50c902f2b4d0ed77ee511a7c7a9bcd3ca86d4cd86f989dd35bc5ff499670da34255b45b0cfd830e81f605dcf7dc5542e93ae9cd76f"
@@ -89,3 +196,13 @@ func TestSha512(t *testing.T) {
 	assert := internal.NewAssert(t, "TestSha512")
 	assert.Equal(expected, sha512)
 }
+
+func TestSha512WithBase64(t *testing.T) {
+	t.Parallel()
+
+	str := Sha512WithBase64("hello")
+	expected := "m3HSJL1i83hdltRq0+o9czGb+8KJDKra4t/3JRlnPKcjI8PZm6XBHXx6zG4UuMXaDEZjR1wuXDre9G9zvN7AQw=="
+
+	assert := internal.NewAssert(t, "TestSha512WithBase64")
+	assert.Equal(expected, str)
+}

cryptor/crypto.go

@@ -13,6 +13,7 @@ import (
 	"crypto/des"
 	"crypto/rand"
 	"crypto/rsa"
+	"crypto/sha256"
 	"crypto/x509"
 	"encoding/pem"
 	"io"
@@ -23,6 +24,11 @@ import (
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/jT5irszHx-j
 func AesEcbEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	length := (len(data) + aes.BlockSize) / aes.BlockSize
 	plain := make([]byte, length*aes.BlockSize)
 
@@ -34,7 +40,7 @@ func AesEcbEncrypt(data, key []byte) []byte {
 	}
 
 	encrypted := make([]byte, len(plain))
-	cipher, _ := aes.NewCipher(generateAesKey(key))
+	cipher, _ := aes.NewCipher(generateAesKey(key, size))
 
 	for bs, be := 0, cipher.BlockSize(); bs <= len(data); bs, be = bs+cipher.BlockSize(), be+cipher.BlockSize() {
 		cipher.Encrypt(encrypted[bs:be], plain[bs:be])
@@ -47,7 +53,11 @@ func AesEcbEncrypt(data, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/jT5irszHx-j
 func AesEcbDecrypt(encrypted, key []byte) []byte {
-	cipher, _ := aes.NewCipher(generateAesKey(key))
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+	cipher, _ := aes.NewCipher(generateAesKey(key, size))
 	decrypted := make([]byte, len(encrypted))
 
 	for bs, be := 0, cipher.BlockSize(); bs < len(encrypted); bs, be = bs+cipher.BlockSize(), be+cipher.BlockSize() {
@@ -66,6 +76,11 @@ func AesEcbDecrypt(encrypted, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/IOq_g8_lKZD
 func AesCbcEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	block, _ := aes.NewCipher(key)
 	data = pkcs7Padding(data, block.BlockSize())
 
@@ -85,6 +100,11 @@ func AesCbcEncrypt(data, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/IOq_g8_lKZD
 func AesCbcDecrypt(encrypted, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	block, _ := aes.NewCipher(key)
 
 	iv := encrypted[:aes.BlockSize]
@@ -101,6 +121,11 @@ func AesCbcDecrypt(encrypted, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/SpaZO0-5Nsp
 func AesCtrCrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	block, _ := aes.NewCipher(key)
 
 	iv := bytes.Repeat([]byte("1"), block.BlockSize())
@@ -116,6 +141,11 @@ func AesCtrCrypt(data, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/tfkF10B13kH
 func AesCfbEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	block, err := aes.NewCipher(key)
 	if err != nil {
 		panic(err)
@@ -138,6 +168,11 @@ func AesCfbEncrypt(data, key []byte) []byte {
 // len(encrypted) should be great than 16, len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/tfkF10B13kH
 func AesCfbDecrypt(encrypted, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	if len(encrypted) < aes.BlockSize {
 		panic("encrypted data is too short")
 	}
@@ -157,6 +192,11 @@ func AesCfbDecrypt(encrypted, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/VtHxtkUj-3F
 func AesOfbEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	block, err := aes.NewCipher(key)
 	if err != nil {
 		panic(err)
@@ -179,6 +219,11 @@ func AesOfbEncrypt(data, key []byte) []byte {
 // len(key) should be 16, 24 or 32.
 // Play: https://go.dev/play/p/VtHxtkUj-3F
 func AesOfbDecrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 16 && size != 24 && size != 32 {
+		panic("key length shoud be 16 or 24 or 32")
+	}
+
 	block, err := aes.NewCipher(key)
 	if err != nil {
 		panic(err)
@@ -245,6 +290,11 @@ func DesEcbDecrypt(encrypted, key []byte) []byte {
 // len(key) should be 8.
 // Play: https://go.dev/play/p/4cC4QvWfe3_1
 func DesCbcEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, _ := des.NewCipher(key)
 	data = pkcs7Padding(data, block.BlockSize())
 
@@ -265,6 +315,11 @@ func DesCbcEncrypt(data, key []byte) []byte {
 // len(key) should be 8.
 // Play: https://go.dev/play/p/4cC4QvWfe3_1
 func DesCbcDecrypt(encrypted, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, _ := des.NewCipher(key)
 
 	iv := encrypted[:des.BlockSize]
@@ -281,6 +336,11 @@ func DesCbcDecrypt(encrypted, key []byte) []byte {
 // len(key) should be 8.
 // Play: https://go.dev/play/p/9-T6OjKpcdw
 func DesCtrCrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, _ := des.NewCipher(key)
 
 	iv := bytes.Repeat([]byte("1"), block.BlockSize())
@@ -296,6 +356,11 @@ func DesCtrCrypt(data, key []byte) []byte {
 // len(key) should be 8.
 // Play: https://go.dev/play/p/y-eNxcFBlxL
 func DesCfbEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, err := des.NewCipher(key)
 	if err != nil {
 		panic(err)
@@ -317,6 +382,11 @@ func DesCfbEncrypt(data, key []byte) []byte {
 // len(encrypted) should be great than 16, len(key) should be 8.
 // Play: https://go.dev/play/p/y-eNxcFBlxL
 func DesCfbDecrypt(encrypted, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, _ := des.NewCipher(key)
 	if len(encrypted) < des.BlockSize {
 		panic("encrypted data is too short")
@@ -331,9 +401,14 @@ func DesCfbDecrypt(encrypted, key []byte) []byte {
 }
 
 // DesOfbEncrypt encrypt data with key use DES OFB algorithm
-// len(key) should be 16, 24 or 32.
+// len(key) should be 8.
 // Play: https://go.dev/play/p/74KmNadjN1J
 func DesOfbEncrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, err := des.NewCipher(key)
 	if err != nil {
 		panic(err)
@@ -355,6 +430,11 @@ func DesOfbEncrypt(data, key []byte) []byte {
 // len(key) should be 8.
 // Play: https://go.dev/play/p/74KmNadjN1J
 func DesOfbDecrypt(data, key []byte) []byte {
+	size := len(key)
+	if size != 8 {
+		panic("key length shoud be 8")
+	}
+
 	block, err := des.NewCipher(key)
 	if err != nil {
 		panic(err)
@@ -496,3 +576,32 @@ func RsaDecrypt(data []byte, privateKeyFileName string) []byte {
 	}
 	return plainText
 }
+
+// GenerateRsaKeyPair create rsa private and public key.
+// Play: https://go.dev/play/p/sSVmkfENKMz
+func GenerateRsaKeyPair(keySize int) (*rsa.PrivateKey, *rsa.PublicKey) {
+	privateKey, _ := rsa.GenerateKey(rand.Reader, keySize)
+	return privateKey, &privateKey.PublicKey
+}
+
+// RsaEncryptOAEP encrypts the given data with RSA-OAEP.
+// Play: https://go.dev/play/p/sSVmkfENKMz
+func RsaEncryptOAEP(data []byte, label []byte, key rsa.PublicKey) ([]byte, error) {
+	encryptedBytes, err := rsa.EncryptOAEP(sha256.New(), rand.Reader, &key, data, label)
+	if err != nil {
+		return nil, err
+	}
+
+	return encryptedBytes, nil
+}
+
+// RsaDecryptOAEP decrypts the data with RSA-OAEP.
+// Play: https://go.dev/play/p/sSVmkfENKMz
+func RsaDecryptOAEP(ciphertext []byte, label []byte, key rsa.PrivateKey) ([]byte, error) {
+	decryptedBytes, err := rsa.DecryptOAEP(sha256.New(), rand.Reader, &key, ciphertext, label)
+	if err != nil {
+		return nil, err
+	}
+
+	return decryptedBytes, nil
+}

cryptor/crypto_example_test.go

@@ -1,6 +1,8 @@
 package cryptor
 
-import "fmt"
+import (
+	"fmt"
+)
 
 func ExampleAesEcbEncrypt() {
 	data := "hello"
@@ -322,89 +324,187 @@ func ExampleHmacMd5() {
 	key := "12345"
 
 	hms := HmacMd5(str, key)
-
 	fmt.Println(hms)
 
 	// Output:
 	// e834306eab892d872525d4918a7a639a
 }
 
+func ExampleHmacMd5WithBase64() {
+	str := "hello"
+	key := "12345"
+
+	hms := HmacMd5WithBase64(str, key)
+	fmt.Println(hms)
+
+	// Output:
+	// 6DQwbquJLYclJdSRinpjmg==
+}
+
 func ExampleHmacSha1() {
 	str := "hello"
 	key := "12345"
 
 	hms := HmacSha1(str, key)
-
 	fmt.Println(hms)
 
 	// Output:
 	// 5c6a9db0cccb92e36ed0323fd09b7f936de9ace0
 }
 
+func ExampleHmacSha1WithBase64() {
+	str := "hello"
+	key := "12345"
+
+	hms := HmacSha1WithBase64(str, key)
+	fmt.Println(hms)
+
+	// Output:
+	// XGqdsMzLkuNu0DI/0Jt/k23prOA=
+}
+
 func ExampleHmacSha256() {
 	str := "hello"
 	key := "12345"
 
 	hms := HmacSha256(str, key)
-
 	fmt.Println(hms)
 
 	// Output:
 	// 315bb93c4e989862ba09cb62e05d73a5f376cb36f0d786edab0c320d059fde75
 }
 
+func ExampleHmacSha256WithBase64() {
+	str := "hello"
+	key := "12345"
+
+	hms := HmacSha256WithBase64(str, key)
+	fmt.Println(hms)
+
+	// Output:
+	// MVu5PE6YmGK6Ccti4F1zpfN2yzbw14btqwwyDQWf3nU=
+}
+
 func ExampleHmacSha512() {
 	str := "hello"
 	key := "12345"
 
 	hms := HmacSha512(str, key)
-
 	fmt.Println(hms)
 
 	// Output:
 	// dd8f1290a9dd23d354e2526d9a2e9ce8cffffdd37cb320800d1c6c13d2efc363288376a196c5458daf53f8e1aa6b45a6d856303d5c0a2064bff9785861d48cfc
 }
 
-func ExampleMd5String() {
+func ExampleHmacSha512WithBase64() {
 	str := "hello"
+	key := "12345"
 
-	md5Str := Md5String(str)
+	hms := HmacSha512WithBase64(str, key)
+	fmt.Println(hms)
 
+	// Output:
+	// 3Y8SkKndI9NU4lJtmi6c6M///dN8syCADRxsE9Lvw2Mog3ahlsVFja9T+OGqa0Wm2FYwPVwKIGS/+XhYYdSM/A==
+}
+
+func ExampleMd5String() {
+	md5Str := Md5String("hello")
 	fmt.Println(md5Str)
 
 	// Output:
 	// 5d41402abc4b2a76b9719d911017c592
 }
 
+func ExampleMd5StringWithBase64() {
+	md5Str := Md5StringWithBase64("hello")
+	fmt.Println(md5Str)
+
+	// Output:
+	// XUFAKrxLKna5cZ2REBfFkg==
+}
+
+func ExampleMd5Byte() {
+	md5Str := Md5Byte([]byte{'a'})
+	fmt.Println(md5Str)
+
+	// Output:
+	// 0cc175b9c0f1b6a831c399e269772661
+}
+
+func ExampleMd5ByteWithBase64() {
+	md5Str := Md5ByteWithBase64([]byte("hello"))
+	fmt.Println(md5Str)
+
+	// Output:
+	// XUFAKrxLKna5cZ2REBfFkg==
+}
+
 func ExampleSha1() {
-	str := "hello"
-
-	result := Sha1(str)
-
+	result := Sha1("hello")
 	fmt.Println(result)
 
 	// Output:
 	// aaf4c61ddcc5e8a2dabede0f3b482cd9aea9434d
 }
 
+func ExampleSha1WithBase64() {
+	result := Sha1WithBase64("hello")
+	fmt.Println(result)
+
+	// Output:
+	// qvTGHdzF6KLavt4PO0gs2a6pQ00=
+}
+
 func ExampleSha256() {
-	str := "hello"
-
-	result := Sha256(str)
-
+	result := Sha256("hello")
 	fmt.Println(result)
 
 	// Output:
 	// 2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824
 }
 
+func ExampleSha256WithBase64() {
+	result := Sha256WithBase64("hello")
+	fmt.Println(result)
+
+	// Output:
+	// LPJNul+wow4m6DsqxbninhsWHlwfp0JecwQzYpOLmCQ=
+}
+
 func ExampleSha512() {
-	str := "hello"
-
-	result := Sha512(str)
-
+	result := Sha512("hello")
 	fmt.Println(result)
 
 	// Output:
 	// 9b71d224bd62f3785d96d46ad3ea3d73319bfbc2890caadae2dff72519673ca72323c3d99ba5c11d7c7acc6e14b8c5da0c4663475c2e5c3adef46f73bcdec043
 }
+
+func ExampleSha512WithBase64() {
+	result := Sha512WithBase64("hello")
+	fmt.Println(result)
+
+	// Output:
+	// m3HSJL1i83hdltRq0+o9czGb+8KJDKra4t/3JRlnPKcjI8PZm6XBHXx6zG4UuMXaDEZjR1wuXDre9G9zvN7AQw==
+}
+
+func ExampleRsaEncryptOAEP() {
+	pri, pub := GenerateRsaKeyPair(1024)
+
+	data := []byte("hello world")
+	label := []byte("123456")
+
+	encrypted, err := RsaEncryptOAEP(data, label, *pub)
+	if err != nil {
+		return
+	}
+
+	decrypted, err := RsaDecryptOAEP([]byte(encrypted), label, *pri)
+	if err != nil {
+		return
+	}
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello world
+}

cryptor/crypto_internal.go

@@ -2,11 +2,11 @@ package cryptor
 
 import "bytes"
 
-func generateAesKey(key []byte) []byte {
-	genKey := make([]byte, 16)
+func generateAesKey(key []byte, size int) []byte {
+	genKey := make([]byte, size)
 	copy(genKey, key)
-	for i := 16; i < len(key); {
-		for j := 0; j < 16 && i < len(key); j, i = j+1, i+1 {
+	for i := size; i < len(key); {
+		for j := 0; j < size && i < len(key); j, i = j+1, i+1 {
 			genKey[j] ^= key[i]
 		}
 	}

cryptor/crypto_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestAesEcbEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefghijklmnop"
 
@@ -18,6 +20,8 @@ func TestAesEcbEncrypt(t *testing.T) {
 }
 
 func TestAesCbcEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefghijklmnop"
 
@@ -29,6 +33,8 @@ func TestAesCbcEncrypt(t *testing.T) {
 }
 
 func TestAesCtrCrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefghijklmnop"
 
@@ -40,6 +46,8 @@ func TestAesCtrCrypt(t *testing.T) {
 }
 
 func TestAesCfbEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefghijklmnop"
 
@@ -51,6 +59,8 @@ func TestAesCfbEncrypt(t *testing.T) {
 }
 
 func TestAesOfbEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefghijklmnop"
 
@@ -62,6 +72,8 @@ func TestAesOfbEncrypt(t *testing.T) {
 }
 
 func TestDesEcbEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefgh"
 
@@ -73,6 +85,8 @@ func TestDesEcbEncrypt(t *testing.T) {
 }
 
 func TestDesCbcEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefgh"
 
@@ -84,6 +98,8 @@ func TestDesCbcEncrypt(t *testing.T) {
 }
 
 func TestDesCtrCrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefgh"
 
@@ -95,6 +111,8 @@ func TestDesCtrCrypt(t *testing.T) {
 }
 
 func TestDesCfbEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefgh"
 
@@ -106,6 +124,8 @@ func TestDesCfbEncrypt(t *testing.T) {
 }
 
 func TestDesOfbEncrypt(t *testing.T) {
+	t.Parallel()
+
 	data := "hello world"
 	key := "abcdefgh"
 
@@ -117,6 +137,8 @@ func TestDesOfbEncrypt(t *testing.T) {
 }
 
 func TestRsaEncrypt(t *testing.T) {
+	t.Parallel()
+
 	err := GenerateRsaKey(4096, "rsa_private.pem", "rsa_public.pem")
 	if err != nil {
 		t.FailNow()
@@ -128,3 +150,21 @@ func TestRsaEncrypt(t *testing.T) {
 	assert := internal.NewAssert(t, "TestRsaEncrypt")
 	assert.Equal(string(data), string(decrypted))
 }
+
+func TestRsaEncryptOAEP(t *testing.T) {
+	assert := internal.NewAssert(t, "TestRsaEncrypt")
+	t.Parallel()
+
+	pri, pub := GenerateRsaKeyPair(1024)
+
+	data := []byte("hello world")
+	label := []byte("123456")
+
+	encrypted, err := RsaEncryptOAEP(data, label, *pub)
+	assert.IsNil(err)
+
+	decrypted, err := RsaDecryptOAEP([]byte(encrypted), label, *pri)
+
+	assert.IsNil(err)
+	assert.Equal("hello world", string(decrypted))
+}

datastructure/hashmap/hashmap.go

@@ -1,12 +1,13 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license
 
-// Package datastructure implements some data structure. eg. list, linklist, stack, queue, tree, graph.
+// Package datastructure implements some data structure. hashmap structure.
 package datastructure
 
 import (
 	"fmt"
 	"hash/fnv"
+	"reflect"
 )
 
 var defaultMapCapacity uint64 = 1 << 10
@@ -17,7 +18,7 @@ type mapNode struct {
 	next  *mapNode
 }
 
-//HashMap implements a hash map
+// HashMap implements a hash map
 type HashMap struct {
 	capacity uint64
 	size     uint64
@@ -45,13 +46,24 @@ func NewHashMapWithCapacity(size, capacity uint64) *HashMap {
 func (hm *HashMap) Get(key any) any {
 	hashValue := hm.hash(key)
 	node := hm.table[hashValue]
-	if node != nil {
-		return node.value
+	for node != nil {
+		if reflect.DeepEqual(node.key, key) {
+			return node.value
+		}
+		node = node.next
 	}
-
 	return nil
 }
 
+// GetOrDefault return the value of given key in hashmap, if not found return default value
+func (hm *HashMap) GetOrDefault(key any, defaultValue any) any {
+	value := hm.Get(key)
+	if value == nil {
+		return defaultValue
+	}
+	return value
+}
+
 // Put new key value in hashmap
 func (hm *HashMap) Put(key any, value any) {
 	hm.putValue(hm.hash(key), key, value)
@@ -90,7 +102,13 @@ func (hm *HashMap) Delete(key any) {
 // Contains checks if given key is in hashmap or not
 func (hm *HashMap) Contains(key any) bool {
 	node := hm.table[hm.hash(key)]
-	return node != nil
+	for node != nil {
+		if reflect.DeepEqual(node.key, key) {
+			return true
+		}
+		node = node.next
+	}
+	return false
 }
 
 // Iterate executes iteratee funcation for every key and value pair of hashmap (random order)
@@ -105,6 +123,25 @@ func (hm *HashMap) Iterate(iteratee func(key, value any)) {
 	}
 }
 
+// FilterByValue returns a filtered HashMap.
+// If any value is not matching the perdicate function then it returns nil
+// otherwise it returns the HashMap with selected values.
+func (hm *HashMap) FilterByValue(perdicate func(value any) bool) *HashMap {
+	var filteredHM *HashMap
+	if hm.size > 0 {
+		for i := 0; i < len(hm.table); i++ {
+			item := hm.table[i]
+			if item != nil && perdicate(item.value) {
+				if filteredHM == nil {
+					filteredHM = NewHashMap()
+				}
+				filteredHM.Put(item.key, item.value)
+			}
+		}
+	}
+	return filteredHM
+}
+
 // Keys returns a slice of the hashmap's keys (random order)
 func (hm *HashMap) Keys() []any {
 	keys := make([]any, int(hm.size))
@@ -150,6 +187,11 @@ func (hm *HashMap) resize() {
 	}
 }
 
+// Size returns current size of Hashmap
+func (hm *HashMap) Size() uint64 {
+	return hm.size
+}
+
 func (hm *HashMap) hash(key any) uint64 {
 	h := fnv.New64a()
 	_, _ = h.Write([]byte(fmt.Sprintf("%v", key)))

datastructure/hashmap/hashmap_test.go

@@ -32,6 +32,8 @@ func TestHashMap_Resize(t *testing.T) {
 }
 
 func TestHashMap_Delete(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestHashMap_Delete")
 
 	hm := NewHashMap()
@@ -44,6 +46,8 @@ func TestHashMap_Delete(t *testing.T) {
 }
 
 func TestHashMap_Contains(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestHashMap_Contains")
 
 	hm := NewHashMap()
@@ -54,6 +58,8 @@ func TestHashMap_Contains(t *testing.T) {
 }
 
 func TestHashMap_KeysValues(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestHashMap_KeysValues")
 
 	hm := NewHashMap()
@@ -64,8 +70,59 @@ func TestHashMap_KeysValues(t *testing.T) {
 
 	keys := hm.Keys()
 	values := hm.Values()
-	t.Log(keys, values)
 
 	assert.Equal(3, len(values))
 	assert.Equal(3, len(keys))
 }
+
+func TestHashMap_Keys(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHashMap_Keys")
+
+	hm := NewHashMap()
+
+	hm.Put("a", 1)
+	hm.Put("b", 2)
+	hm.Put("c", 3)
+
+	keys := hm.Keys()
+
+	assert.Equal(3, len(keys))
+}
+
+func TestHashMap_GetOrDefault(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHashMap_GetOrDefault")
+
+	hm := NewHashMap()
+
+	hm.Put("a", 1)
+	hm.Put("b", 2)
+	hm.Put("c", 3)
+
+	assert.Equal(1, hm.GetOrDefault("a", 5))
+	assert.Equal(5, hm.GetOrDefault("d", 5))
+}
+
+func TestHashMap_FilterByValue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHashMap_FilterByValue")
+
+	hm := NewHashMap()
+
+	hm.Put("a", 1)
+	hm.Put("b", 2)
+	hm.Put("c", 3)
+	hm.Put("d", 4)
+	hm.Put("e", 5)
+	hm.Put("f", 6)
+
+	filteredHM := hm.FilterByValue(func(value any) bool {
+		return value.(int) == 1 || value.(int) == 3
+	})
+
+	assert.Equal(uint64(2), filteredHM.Size())
+}

datastructure/heap/maxheap.go

@@ -1,24 +1,24 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license
 
-// Package datastructure implements some data structure. eg. list, linklist, stack, queue, tree, graph.
+// Package datastructure implements some data structure. MaxHeap is a binary max heap.
 package datastructure
 
 import (
 	"fmt"
 
-	"github.com/duke-git/lancet/v2/lancetconstraints"
+	"github.com/duke-git/lancet/v2/constraints"
 )
 
 // MaxHeap implements a binary max heap
-// type T should implements Compare function in lancetconstraints.Comparator interface.
+// type T should implements Compare function in constraints.Comparator interface.
 type MaxHeap[T any] struct {
 	data       []T
-	comparator lancetconstraints.Comparator
+	comparator constraints.Comparator
 }
 
 // NewMaxHeap returns a MaxHeap instance with the given comparator.
-func NewMaxHeap[T any](comparator lancetconstraints.Comparator) *MaxHeap[T] {
+func NewMaxHeap[T any](comparator constraints.Comparator) *MaxHeap[T] {
 	return &MaxHeap[T]{
 		data:       make([]T, 0),
 		comparator: comparator,
@@ -26,7 +26,7 @@ func NewMaxHeap[T any](comparator lancetconstraints.Comparator) *MaxHeap[T] {
 }
 
 // BuildMaxHeap builds a MaxHeap instance with data and given comparator.
-func BuildMaxHeap[T any](data []T, comparator lancetconstraints.Comparator) *MaxHeap[T] {
+func BuildMaxHeap[T any](data []T, comparator constraints.Comparator) *MaxHeap[T] {
 	heap := &MaxHeap[T]{
 		data:       make([]T, 0, len(data)),
 		comparator: comparator,

datastructure/heap/maxheap_test.go

@@ -21,6 +21,8 @@ func (c *intComparator) Compare(v1, v2 any) int {
 }
 
 func TestMaxHeap_BuildMaxHeap(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMaxHeap_BuildMaxHeap")
 
 	values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
@@ -33,6 +35,8 @@ func TestMaxHeap_BuildMaxHeap(t *testing.T) {
 }
 
 func TestMaxHeap_Push(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMaxHeap_Push")
 
 	heap := NewMaxHeap[int](&intComparator{})
@@ -51,6 +55,8 @@ func TestMaxHeap_Push(t *testing.T) {
 }
 
 func TestMaxHeap_Pop(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMaxHeap_Pop")
 
 	heap := NewMaxHeap[int](&intComparator{})
@@ -70,6 +76,8 @@ func TestMaxHeap_Pop(t *testing.T) {
 }
 
 func TestMaxHeap_Peek(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMaxHeap_Peek")
 
 	heap := NewMaxHeap[int](&intComparator{})

datastructure/link/doublylink.go

@@ -1,3 +1,7 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure. Link structure contains SinglyLink and DoublyLink.
 package datastructure
 
 import (

datastructure/link/doublylink_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestDoublyLink_InsertAtFirst(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_InsertAtFirst")
 
 	link := NewDoublyLink[int]()
@@ -22,6 +24,8 @@ func TestDoublyLink_InsertAtFirst(t *testing.T) {
 }
 
 func TestDoublyLink_InsertAtTail(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_InsertAtTail")
 
 	link := NewDoublyLink[int]()
@@ -37,12 +41,12 @@ func TestDoublyLink_InsertAtTail(t *testing.T) {
 }
 
 func TestDoublyLink_InsertAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_InsertAt")
 
 	link := NewDoublyLink[int]()
-
 	link.InsertAt(1, 1) //do nothing
-
 	link.InsertAt(0, 1)
 	link.InsertAt(1, 2)
 	link.InsertAt(2, 4)
@@ -55,6 +59,8 @@ func TestDoublyLink_InsertAt(t *testing.T) {
 }
 
 func TestDoublyLink_DeleteAtHead(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_DeleteAtHead")
 
 	link := NewDoublyLink[int]()
@@ -74,6 +80,8 @@ func TestDoublyLink_DeleteAtHead(t *testing.T) {
 }
 
 func TestDoublyLink_DeleteAtTail(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_DeleteAtTail")
 
 	link := NewDoublyLink[int]()
@@ -93,6 +101,8 @@ func TestDoublyLink_DeleteAtTail(t *testing.T) {
 }
 
 func TestDoublyLink_DeleteAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_DeleteAt")
 
 	link := NewDoublyLink[int]()
@@ -116,6 +126,8 @@ func TestDoublyLink_DeleteAt(t *testing.T) {
 }
 
 func TestDoublyLink_Reverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_Reverse")
 
 	link := NewDoublyLink[int]()
@@ -130,6 +142,8 @@ func TestDoublyLink_Reverse(t *testing.T) {
 }
 
 func TestDoublyLink_GetMiddleNode(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_GetMiddleNode")
 
 	link := NewDoublyLink[int]()
@@ -149,10 +163,11 @@ func TestDoublyLink_GetMiddleNode(t *testing.T) {
 }
 
 func TestDoublyLink_Clear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDoublyLink_Clear")
 
 	link := NewDoublyLink[int]()
-
 	assert.Equal(true, link.IsEmpty())
 	assert.Equal(0, link.Size())
 

datastructure/link/singlylink.go

@@ -1,3 +1,7 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure. Link structure contains SinglyLink and DoublyLink.
 package datastructure
 
 import (

datastructure/link/singlylink_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestSinglyLink_InsertAtFirst(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_InsertAtFirst")
 
 	link := NewSinglyLink[int]()
@@ -22,6 +24,8 @@ func TestSinglyLink_InsertAtFirst(t *testing.T) {
 }
 
 func TestSinglyLink_InsertAtTail(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_InsertAtTail")
 
 	link := NewSinglyLink[int]()
@@ -37,6 +41,8 @@ func TestSinglyLink_InsertAtTail(t *testing.T) {
 }
 
 func TestSinglyLink_InsertAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_InsertAt")
 
 	link := NewSinglyLink[int]()
@@ -57,6 +63,8 @@ func TestSinglyLink_InsertAt(t *testing.T) {
 }
 
 func TestSinglyLink_DeleteAtHead(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_DeleteAtHead")
 
 	link := NewSinglyLink[int]()
@@ -78,10 +86,11 @@ func TestSinglyLink_DeleteAtHead(t *testing.T) {
 }
 
 func TestSinglyLink_DeleteAtTail(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_DeleteAtTail")
 
 	link := NewSinglyLink[int]()
-
 	link.InsertAtTail(1)
 	link.InsertAtTail(2)
 	link.InsertAtTail(3)
@@ -96,10 +105,11 @@ func TestSinglyLink_DeleteAtTail(t *testing.T) {
 }
 
 func TestSinglyLink_DeleteValue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_DeleteValue")
 
 	link := NewSinglyLink[int]()
-
 	link.InsertAtTail(1)
 	link.InsertAtTail(2)
 	link.InsertAtTail(2)
@@ -114,10 +124,11 @@ func TestSinglyLink_DeleteValue(t *testing.T) {
 }
 
 func TestSinglyLink_DeleteAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_DeleteAt")
 
 	link := NewSinglyLink[int]()
-
 	link.InsertAtTail(1)
 	link.InsertAtTail(2)
 	link.InsertAtTail(3)
@@ -136,6 +147,8 @@ func TestSinglyLink_DeleteAt(t *testing.T) {
 }
 
 func TestSinglyLink_Reverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_Reverse")
 
 	link := NewSinglyLink[int]()
@@ -149,6 +162,8 @@ func TestSinglyLink_Reverse(t *testing.T) {
 }
 
 func TestSinglyLink_GetMiddleNode(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSinglyLink_GetMiddleNode")
 
 	link := NewSinglyLink[int]()
@@ -163,6 +178,7 @@ func TestSinglyLink_GetMiddleNode(t *testing.T) {
 	link.InsertAtTail(5)
 	link.InsertAtTail(6)
 	link.InsertAtTail(7)
+
 	middle2 := link.GetMiddleNode()
 	assert.Equal(4, middle2.Value)
 }

datastructure/list/copyonwritelist.go

@@ -0,0 +1,379 @@
+package datastructure
+
+import (
+	"reflect"
+	"sort"
+	"sync"
+)
+
+type CopyOnWriteList[T any] struct {
+	data []T
+	lock sync.Locker
+}
+
+// NewCopyOnWriteList Creates an empty list.
+func NewCopyOnWriteList[T any](data []T) *CopyOnWriteList[T] {
+	return &CopyOnWriteList[T]{data: data, lock: &sync.RWMutex{}}
+}
+
+func (c *CopyOnWriteList[T]) getList() []T {
+	return c.data
+}
+func (c *CopyOnWriteList[T]) setList(data []T) {
+	c.data = data
+}
+
+// Size returns the number of elements in this list.
+func (c *CopyOnWriteList[T]) Size() int {
+	return len(c.getList())
+}
+
+// IsEmpty returns true if this list contains no elements.
+func (c *CopyOnWriteList[T]) IsEmpty() bool {
+	return c.Size() == 0
+}
+
+// Contain returns true if this list contains the specified element.
+func (c *CopyOnWriteList[T]) Contain(e T) bool {
+	list := c.getList()
+	return indexOf(e, list, 0, c.Size()) >= 0
+}
+
+// ValueOf returns the index of the first occurrence of the specified element in this list, or null if this list does not contain the element.
+func (c *CopyOnWriteList[T]) ValueOf(index int) (*T, bool) {
+	list := c.getList()
+	if index < 0 || index >= len(c.data) {
+		return nil, false
+	}
+	return get(list, index), true
+}
+
+// IndexOf returns the index of the first occurrence of the specified element in this list, or -1 if this list does not contain the element.
+func (c *CopyOnWriteList[T]) IndexOf(e T) int {
+	list := c.getList()
+	return indexOf(e, list, 0, c.Size())
+}
+
+// indexOf returns the index of the first occurrence of the specified element in this list, or -1 if this list does not contain the element.
+// start the start position of the search (inclusive)
+// end the end position of the search (exclusive)
+func indexOf[T any](o T, e []T, start int, end int) int {
+	if start >= end {
+		return -1
+	}
+	for i := start; i < end; i++ {
+		if reflect.DeepEqual(e[i], o) {
+			return i
+		}
+	}
+	return -1
+}
+
+// LastIndexOf returns the index of the last occurrence of the specified element in this list, or -1 if this list does not contain the element.
+func (c *CopyOnWriteList[T]) LastIndexOf(e T) int {
+	list := c.getList()
+	return lastIndexOf(e, list, 0, c.Size())
+}
+
+// lastIndexOf returns the index of the last occurrence of the specified element in this list, or -1 if this list does not contain the element.
+// start the start position of the search (inclusive)
+// end the end position of the search (exclusive)
+func lastIndexOf[T any](o T, e []T, start int, end int) int {
+	if start >= end {
+		return -1
+	}
+	for i := end - 1; i >= start; i-- {
+		if reflect.DeepEqual(e[i], o) {
+			return i
+		}
+	}
+	return -1
+}
+
+// LastIndexOfFunc returns the index of the last occurrence of the value in this list satisfying the
+// functional predicate f(T) bool
+// if not found return -1.
+func (l *CopyOnWriteList[T]) LastIndexOfFunc(f func(T) bool) int {
+	index := -1
+	data := l.getList()
+	for i := len(data) - 1; i >= 0; i-- {
+		if f(data[i]) {
+			index = i
+			break
+		}
+	}
+	return index
+}
+
+// IndexOfFunc returns the first index satisfying the functional predicate f(v) bool
+// if not found return -1.
+func (l *CopyOnWriteList[T]) IndexOfFunc(f func(T) bool) int {
+	index := -1
+	data := l.getList()
+	for i, v := range data {
+		if f(v) {
+			index = i
+			break
+		}
+	}
+	return index
+}
+
+// get returns the element at the specified position in this list.
+func get[T any](o []T, index int) *T {
+	return &o[index]
+}
+
+// Get returns the element at the specified position in this list.
+func (c *CopyOnWriteList[T]) Get(index int) *T {
+	list := c.getList()
+	if index < 0 || index >= len(list) {
+		return nil
+	}
+	return get(list, index)
+}
+
+func (c *CopyOnWriteList[T]) set(index int, e T) (oldValue *T) {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+	list := c.getList()
+	oldValue = get(list, index)
+
+	if reflect.DeepEqual(oldValue, e) {
+		c.setList(list)
+	} else {
+		newList := make([]T, len(list))
+		copy(newList, list)
+		newList[index] = e
+		c.setList(newList)
+	}
+	return
+}
+
+// Set replaces the element at the specified position in this list with the specified element.
+func (c *CopyOnWriteList[T]) Set(index int, e T) (oldValue *T, ok bool) {
+	list := c.getList()
+	if index < 0 || index >= len(list) {
+		return oldValue, false
+	}
+	return c.set(index, e), true
+}
+
+// Add appends the specified element to the end of this list.
+func (c *CopyOnWriteList[T]) Add(e T) bool {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	newList := make([]T, len(list)+1)
+	copy(newList, list)
+	newList[len(list)] = e
+	c.setList(newList)
+	return true
+}
+
+// AddAll appends all the elements in the specified collection to the end of this list
+func (c *CopyOnWriteList[T]) AddAll(e []T) bool {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	newList := make([]T, len(list)+len(e))
+	copy(newList, list)
+	copy(newList[len(list):], e)
+	c.setList(newList)
+	return true
+}
+
+// AddByIndex inserts the specified element at the specified position in this list.
+func (c *CopyOnWriteList[T]) AddByIndex(index int, e T) bool {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	length := len(list)
+	if index < 0 || index > length {
+		return false
+	}
+	var newList []T
+	var numMove = length - index
+	if numMove == 0 {
+		newList = make([]T, length+1)
+		copy(newList, list)
+	} else {
+		newList = make([]T, length+1)
+		copy(newList, list[:index])
+		copy(newList[index+1:], list[index:])
+	}
+	newList[index] = e
+	c.setList(newList)
+	return true
+}
+
+// delete removes the element at the specified position in this list.
+func (c *CopyOnWriteList[T]) delete(index int) *T {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	length := len(list)
+
+	oldValue := get(list, index)
+	numMove := length - index - 1
+	var newList []T
+	if numMove == 0 {
+		newList = make([]T, length-1)
+		copy(newList, list[:index])
+	} else {
+		newList = make([]T, length-1)
+		copy(newList, list[:index])
+		copy(newList[index:], list[index+1:])
+	}
+
+	c.setList(newList)
+	return oldValue
+}
+
+// DeleteAt removes the element at the specified position in this list.
+func (c *CopyOnWriteList[T]) DeleteAt(index int) (*T, bool) {
+	list := c.getList()
+	if index < 0 || index >= len(list) {
+		return nil, false
+	}
+	return c.delete(index), true
+}
+
+// DeleteBy removes the first occurrence of the specified element from this list, if it is present.
+func (c *CopyOnWriteList[T]) DeleteBy(o T) (*T, bool) {
+	list := c.getList()
+	index := indexOf(o, list, 0, len(list))
+	if index == -1 {
+		return nil, false
+	}
+	return c.delete(index), true
+}
+
+// DeleteRange removes from this list all the elements whose index is between fromIndex, inclusive, and toIndex, exclusive.
+// left close and right open
+func (c *CopyOnWriteList[T]) DeleteRange(start int, end int) {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	length := len(list)
+	if start < 0 || end > length || start > end {
+		return
+	}
+	var newList []T
+	numMove := length - end
+	if numMove == 0 {
+		newList = make([]T, length-(end-start))
+		copy(newList, list[:start])
+	} else {
+		newList = make([]T, length-(end-start))
+		copy(newList, list[:start])
+		copy(newList[start:], list[end:])
+	}
+	c.setList(newList)
+}
+
+// DeleteIf removes all the elements of this collection that satisfy the given predicate.
+func (c *CopyOnWriteList[T]) DeleteIf(f func(T) bool) {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	length := len(list)
+	var newList []T
+	for i := 0; i < length; i++ {
+		if !f(list[i]) {
+			newList = append(newList, list[i])
+		}
+	}
+	c.setList(newList)
+}
+
+// Equal returns true if the specified object is equal to this list.
+func (c *CopyOnWriteList[T]) Equal(other *[]T) bool {
+	if other == nil {
+		return false
+	}
+	if c.Size() != len(*other) {
+		return false
+	}
+	list := c.getList()
+	otherList := NewCopyOnWriteList(*other).getList()
+	for i := 0; i < len(list); i++ {
+		if !reflect.DeepEqual(list[i], otherList[i]) {
+			return false
+		}
+	}
+	return true
+}
+
+// Clear removes all the elements from this list.
+func (c *CopyOnWriteList[T]) Clear() {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	list = make([]T, 0)
+	c.setList(list)
+}
+
+// Merge a tow list to one, change the list
+func (c *CopyOnWriteList[T]) Merge(other []T) {
+	lock := c.lock
+	lock.Lock()
+	defer lock.Unlock()
+
+	list := c.getList()
+	list = append(list, other...)
+	c.setList(list)
+}
+
+// ForEach performs the given action for each element of the Iterable until all elements have been processed
+// or the action throws an exception.
+func (c *CopyOnWriteList[T]) ForEach(f func(T)) {
+	list := c.getList()
+	for i := 0; i < len(list); i++ {
+		f(list[i])
+	}
+
+}
+
+// Sort sorts this list according to the order induced by the specified Comparator.
+func (c *CopyOnWriteList[T]) Sort(compare func(o1 T, o2 T) bool) {
+	lock := c.lock
+	lock.Lock()
+	list := c.getList()
+
+	sort.Slice(list, func(i, j int) bool {
+		return compare(list[i], list[j])
+	})
+
+	c.setList(list)
+}
+
+func (c *CopyOnWriteList[T]) SubList(start int, end int) (newList []T) {
+	lock := c.lock
+	lock.Lock()
+	list := c.getList()
+	length := len(list)
+	defer lock.Unlock()
+	if start < 0 || end > length || start > end {
+		return []T{}
+	}
+	newList = make([]T, end-start)
+	copy(newList, list[start:end])
+	c.setList(newList)
+	return
+}

datastructure/list/copyonwritelist_test.go

@@ -0,0 +1,268 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestCopyOnWriteList_ValueOf(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+
+	assert := internal.NewAssert(t, "CopyOnWriteList_IndexOf")
+	of, ok := list.ValueOf(3)
+	assert.Equal(4, *of)
+	assert.Equal(true, ok)
+
+	_, ok = list.ValueOf(6)
+	assert.Equal(false, ok)
+}
+
+func TestCopyOnWriteList_Contain(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Contains")
+	assert.Equal(true, list.Contain(3))
+}
+
+func TestCopyOnWriteList_IsEmpty(t *testing.T) {
+	list := NewCopyOnWriteList([]int{})
+	assert := internal.NewAssert(t, "CopyOnWriteList_IsEmpty")
+	assert.Equal(true, list.IsEmpty())
+}
+
+func TestCopyOnWriteList_Size(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_size")
+	assert.Equal(5, list.Size())
+}
+
+func TestCopyOnWriteList_GetList(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_GetList")
+	assert.Equal([]int{1, 2, 3, 4, 5}, list.getList())
+}
+
+func TestCopyOnWriteList_Get(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Get")
+	i := list.Get(2)
+	assert.Equal(3, *i)
+}
+
+func TestCopyOnWriteList_Set(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Set")
+	list.Set(2, 6)
+	assert.Equal(6, list.getList()[2])
+
+	list = NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	list.Set(0, 6)
+	assert.Equal(6, list.getList()[0])
+
+	list = NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	list.Set(0, 1)
+	assert.Equal(1, list.getList()[0])
+}
+
+func TestCopyOnWriteList_Add(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Add")
+	list.Add(6)
+	assert.Equal([]int{1, 2, 3, 4, 5, 6}, list.getList())
+}
+
+func TestCopyOnWriteList_AddAll(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_AddAll")
+	list.AddAll([]int{6, 7, 8})
+	assert.Equal([]int{1, 2, 3, 4, 5, 6, 7, 8}, list.getList())
+}
+
+func TestCopyOnWriteList_AddByIndex(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_AddByIndex")
+	list.AddByIndex(2, 6)
+	assert.Equal([]int{1, 2, 6, 3, 4, 5}, list.getList())
+
+	list = NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	list.AddByIndex(0, 6)
+	assert.Equal([]int{6, 1, 2, 3, 4, 5}, list.getList())
+
+	list = NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	list.AddByIndex(5, 6)
+	assert.Equal([]int{1, 2, 3, 4, 5, 6}, list.getList())
+}
+
+func TestCopyOnWriteList_DeleteAt2(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_RemoveByIndex")
+	list.DeleteAt(2)
+	assert.Equal([]int{1, 2, 4, 5}, list.getList())
+
+	list = NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	list.DeleteAt(4)
+	assert.Equal([]int{1, 2, 3, 4}, list.getList())
+}
+
+func TestCopyOnWriteList_RemoveByValue(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_RemoveByValue")
+	list.DeleteBy(3)
+	assert.Equal([]int{1, 2, 4, 5}, list.getList())
+}
+
+func TestCopyOnWriteList_DeleteRange(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	assert := internal.NewAssert(t, "CopyOnWriteList_RemoveRange")
+	list.DeleteRange(1, 3)
+	assert.Equal([]int{1, 4, 5}, list.getList())
+
+	list = NewCopyOnWriteList([]int{1, 2, 3, 4, 5})
+	list.DeleteRange(0, 5)
+	assert.Equal([]int{}, list.getList())
+}
+
+func TestCopyOnWriteList_LastIndexOf(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3})
+	assert := internal.NewAssert(t, "CopyOnWriteList_LastIndexOf")
+	assert.Equal(5, list.LastIndexOf(3))
+}
+
+func TestCopyOnWriteList_DeleteAt(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3})
+	assert := internal.NewAssert(t, "CopyOnWriteList_DeleteAt")
+	list.DeleteAt(2)
+	assert.Equal([]int{1, 2, 4, 5, 3}, list.getList())
+}
+
+func TestCopyOnWriteList_DeleteBy(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3})
+	assert := internal.NewAssert(t, "CopyOnWriteList_DeleteBy")
+	list.DeleteBy(3)
+	assert.Equal([]int{1, 2, 4, 5, 3}, list.getList())
+}
+
+func TestCopyOnWriteList_DeleteIf(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3, 6})
+	assert := internal.NewAssert(t, "CopyOnWriteList_DeleteIf")
+
+	list.DeleteIf(func(i int) bool {
+		return i%2 == 0
+	})
+
+	assert.Equal([]int{1, 3, 5, 3}, list.getList())
+}
+
+func TestCopyOnWriteList_Equal(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3, 6})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Equal")
+
+	assert.Equal(true, list.Equal(&[]int{1, 2, 3, 4, 5, 3, 6}))
+}
+
+func TestCopyOnWriteList_ForEach(t *testing.T) {
+	testList := make([]int, 0)
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3, 6})
+	assert := internal.NewAssert(t, "CopyOnWriteList_ForEach")
+
+	list.ForEach(func(i int) {
+		testList = append(testList, i)
+	})
+	assert.Equal([]int{1, 2, 3, 4, 5, 3, 6}, testList)
+
+	list.ForEach(func(i int) {
+		list.Add(i)
+	})
+	assert.Equal([]int{1, 2, 3, 4, 5, 3, 6, 1, 2, 3, 4, 5, 3, 6}, list.getList())
+}
+
+func TestCopyOnWriteList_Clear(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 2, 3, 4, 5, 3, 6})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Clear")
+
+	list.Clear()
+	assert.Equal([]int{}, list.getList())
+}
+
+func TestCopyOnWriteList_Merge(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 3, 5, 7, 9})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Merge")
+
+	list.Merge([]int{2, 4, 6, 8, 10})
+	assert.Equal([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10}, list.getList())
+
+}
+
+func TestCopyOnWriteList_Sort(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+	assert := internal.NewAssert(t, "CopyOnWriteList_Sort")
+
+	list.Sort(func(i, j int) bool {
+		return i < j
+	})
+	assert.Equal([]int{1, 2, 3, 4, 5, 6, 7, 8, 9, 10}, list.getList())
+}
+
+func TestCopyOnWriteList_IndexOf(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+	assert := internal.NewAssert(t, "CopyOnWriteList_IndexOf")
+
+	assert.Equal(0, list.IndexOf(1))
+	assert.Equal(9, list.IndexOf(10))
+	assert.Equal(-1, list.IndexOf(11))
+}
+
+func TestCopyOnWriteList_SubList(t *testing.T) {
+	list := NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+
+	assert := internal.NewAssert(t, "CopyOnWriteList_SubList")
+
+	list = NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+	subList := list.SubList(1, 3)
+	assert.Equal([]int{3, 5}, subList)
+
+	list = NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+	subList = list.SubList(1, 1)
+	assert.Equal([]int{}, subList)
+
+	list = NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+	assert.Equal(10, list.Size())
+	subList = list.SubList(1, 10)
+	assert.Equal([]int{3, 5, 7, 9, 2, 4, 6, 8, 10}, subList)
+
+	list = NewCopyOnWriteList([]int{1, 3, 5, 7, 9, 2, 4, 6, 8, 10})
+	subList = list.SubList(11, 1)
+	assert.Equal([]int{}, subList)
+}
+
+func TestCopyOnWriteListIndexOfFunc(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIndexOfFunc")
+
+	list := NewCopyOnWriteList([]int{1, 2, 3})
+	i := list.IndexOfFunc(func(a int) bool { return a == 1 })
+	assert.Equal(0, i)
+
+	i = list.IndexOfFunc(func(a int) bool { return a == 4 })
+	assert.Equal(-1, i)
+}
+
+func TestNewCopyOnWriteListLastIndexOfFunc(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLastIndexOfFunc")
+
+	list := NewCopyOnWriteList([]int{1, 2, 3, 3, 3, 3, 4, 5, 6, 9})
+	i := list.LastIndexOfFunc(func(a int) bool { return a == 3 })
+	assert.Equal(5, i)
+
+	i = list.LastIndexOfFunc(func(a int) bool { return a == 10 })
+	assert.Equal(-1, i)
+
+	i = list.LastIndexOfFunc(func(a int) bool { return a == 4 })
+	assert.Equal(6, i)
+
+	i = list.LastIndexOfFunc(func(a int) bool { return a == 1 })
+	assert.Equal(0, i)
+}

datastructure/list/list.go

@@ -1,11 +1,13 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license
 
-// Package datastructure implements some data structure. eg. list, linklist, stack, queue, tree, graph.
+// Package datastructure contains some data structure. list is a linear table, implemented with slice.
 package datastructure
 
 import (
 	"reflect"
+
+	"github.com/duke-git/lancet/v2/iterator"
 )
 
 // List is a linear table, implemented with slice.
@@ -269,7 +271,7 @@ func (l *List[T]) Reverse() {
 	}
 }
 
-// Unique remove duplicate items in list.
+// Unique delete duplicate items in list.
 func (l *List[T]) Unique() {
 	data := l.data
 	size := len(data)
@@ -292,7 +294,7 @@ func (l *List[T]) Unique() {
 	l.data = uniqueData
 }
 
-// Union creates a new list contain all element in list l and other, remove duplicate element.
+// Union creates a new list contain all element in list l and other, delete duplicate element.
 func (l *List[T]) Union(other *List[T]) *List[T] {
 	result := NewList([]T{})
 
@@ -316,6 +318,43 @@ func (l *List[T]) Intersection(other *List[T]) *List[T] {
 	return result
 }
 
+// Difference returns the difference between two collections.
+// return a list whose element in the original list, not in the given list.
+func (l *List[T]) Difference(other *List[T]) *List[T] {
+	result := NewList(make([]T, 0))
+
+	intersectList := l.Intersection(other)
+
+	for _, v := range l.data {
+		if !intersectList.Contain(v) {
+			result.data = append(result.data, v)
+		}
+	}
+
+	return result
+}
+
+// SymmetricDifference oppoiste operation of intersection function.
+func (l *List[T]) SymmetricDifference(other *List[T]) *List[T] {
+	result := NewList(make([]T, 0))
+
+	intersectList := l.Intersection(other)
+
+	for _, v := range l.data {
+		if !intersectList.Contain(v) {
+			result.data = append(result.data, v)
+		}
+	}
+
+	for _, v := range other.data {
+		if !intersectList.Contain(v) {
+			result.data = append(result.data, v)
+		}
+	}
+
+	return result
+}
+
 // SubList returns a sub list of the original list between the specified fromIndex, inclusive, and toIndex, exclusive.
 func (l *List[T]) SubList(fromIndex, toIndex int) *List[T] {
 	data := l.data[fromIndex:toIndex]
@@ -323,3 +362,57 @@ func (l *List[T]) SubList(fromIndex, toIndex int) *List[T] {
 	copy(subList, data)
 	return NewList(subList)
 }
+
+// ForEach performs the given action for each element of the list.
+func (l *List[T]) ForEach(consumer func(T)) {
+	for _, it := range l.data {
+		consumer(it)
+	}
+}
+
+// RetainAll retains only the elements in this list that are contained in the given list.
+func (l *List[T]) RetainAll(list *List[T]) bool {
+	return l.batchRemove(list, true)
+}
+
+// DeleteAll removes from this list all of its elements that are contained in the given list.
+func (l *List[T]) DeleteAll(list *List[T]) bool {
+	return l.batchRemove(list, false)
+}
+
+func (l *List[T]) batchRemove(list *List[T], complement bool) bool {
+	var (
+		w    = 0
+		data = l.data
+		size = len(data)
+	)
+
+	for i := 0; i < size; i++ {
+		if list.Contain(data[i]) == complement {
+			data[w] = data[i]
+			w++
+		}
+	}
+
+	if w != size {
+		l.data = data[:w]
+		return true
+	}
+	return false
+}
+
+// Iterator returns an iterator over the elements in this list in proper sequence.
+func (l *List[T]) Iterator() iterator.Iterator[T] {
+	return iterator.FromSlice(l.data)
+}
+
+// ListToMap convert a list to a map based on iteratee function.
+func ListToMap[T any, K comparable, V any](list *List[T], iteratee func(T) (K, V)) map[K]V {
+	result := make(map[K]V, list.Size())
+	for _, item := range list.data {
+		k, v := iteratee(item)
+		result[k] = v
+	}
+
+	return result
+}

datastructure/list/list_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestListData(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestListData")
 
 	list := NewList([]int{1, 2, 3})
@@ -14,6 +16,8 @@ func TestListData(t *testing.T) {
 }
 
 func TestValueOf(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestValueOf")
 
 	list := NewList([]int{1, 2, 3})
@@ -26,6 +30,8 @@ func TestValueOf(t *testing.T) {
 }
 
 func TestIndexOf(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIndexOf")
 
 	list := NewList([]int{1, 2, 3})
@@ -37,6 +43,8 @@ func TestIndexOf(t *testing.T) {
 }
 
 func TestIndexOfFunc(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIndexOf")
 
 	list := NewList([]int{1, 2, 3})
@@ -48,6 +56,8 @@ func TestIndexOfFunc(t *testing.T) {
 }
 
 func TestLastIndexOf(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIndexOf")
 
 	list := NewList([]int{1, 2, 3, 3, 3, 3, 4, 5, 6, 9})
@@ -65,6 +75,8 @@ func TestLastIndexOf(t *testing.T) {
 }
 
 func TestLastIndexOfFunc(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIndexOf")
 
 	list := NewList([]int{1, 2, 3, 3, 3, 3, 4, 5, 6, 9})
@@ -82,6 +94,8 @@ func TestLastIndexOfFunc(t *testing.T) {
 }
 
 func TestContain(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestContain")
 
 	list := NewList([]int{1, 2, 3})
@@ -90,6 +104,8 @@ func TestContain(t *testing.T) {
 }
 
 func TestPush(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestPush")
 
 	list := NewList([]int{1, 2, 3})
@@ -99,6 +115,8 @@ func TestPush(t *testing.T) {
 }
 
 func TestInsertAtFirst(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestInsertAtFirst")
 
 	list := NewList([]int{1, 2, 3})
@@ -108,6 +126,8 @@ func TestInsertAtFirst(t *testing.T) {
 }
 
 func TestInsertAtLast(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestInsertAtLast")
 
 	list := NewList([]int{1, 2, 3})
@@ -117,6 +137,8 @@ func TestInsertAtLast(t *testing.T) {
 }
 
 func TestInsertAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestInsertAt")
 
 	list := NewList([]int{1, 2, 3})
@@ -135,6 +157,8 @@ func TestInsertAt(t *testing.T) {
 }
 
 func TestPopFirst(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestPopFirst")
 
 	list := NewList([]int{1, 2, 3})
@@ -150,6 +174,8 @@ func TestPopFirst(t *testing.T) {
 }
 
 func TestPopLast(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestPopLast")
 
 	list := NewList([]int{1, 2, 3})
@@ -165,6 +191,8 @@ func TestPopLast(t *testing.T) {
 }
 
 func TestDeleteAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDeleteAt")
 
 	list := NewList([]int{1, 2, 3, 4})
@@ -183,6 +211,8 @@ func TestDeleteAt(t *testing.T) {
 }
 
 func TestUpdateAt(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestUpdateAt")
 
 	list := NewList([]int{1, 2, 3, 4})
@@ -201,6 +231,8 @@ func TestUpdateAt(t *testing.T) {
 }
 
 func TestEqual(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEqual")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -212,6 +244,8 @@ func TestEqual(t *testing.T) {
 }
 
 func TestIsEmpty(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIsEmpty")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -222,6 +256,8 @@ func TestIsEmpty(t *testing.T) {
 }
 
 func TestIsClear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIsClear")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -232,6 +268,8 @@ func TestIsClear(t *testing.T) {
 }
 
 func TestClone(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestClone")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -241,6 +279,8 @@ func TestClone(t *testing.T) {
 }
 
 func TestMerge(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestMerge")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -252,6 +292,8 @@ func TestMerge(t *testing.T) {
 }
 
 func TestSize(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSize")
 
 	list := NewList([]int{1, 2, 3, 4})
@@ -262,6 +304,8 @@ func TestSize(t *testing.T) {
 }
 
 func TestCap(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCap")
 
 	data := make([]int, 0, 100)
@@ -274,6 +318,8 @@ func TestCap(t *testing.T) {
 }
 
 func TestSwap(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSwap")
 
 	list := NewList([]int{1, 2, 3, 4})
@@ -285,6 +331,8 @@ func TestSwap(t *testing.T) {
 }
 
 func TestReverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestReverse")
 
 	list := NewList([]int{1, 2, 3, 4})
@@ -296,6 +344,8 @@ func TestReverse(t *testing.T) {
 }
 
 func TestUnique(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestUnique")
 
 	list := NewList([]int{1, 2, 2, 3, 4})
@@ -307,6 +357,8 @@ func TestUnique(t *testing.T) {
 }
 
 func TestUnion(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestUnion")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -318,6 +370,8 @@ func TestUnion(t *testing.T) {
 }
 
 func TestIntersection(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestIntersection")
 
 	list1 := NewList([]int{1, 2, 3, 4})
@@ -328,7 +382,35 @@ func TestIntersection(t *testing.T) {
 	assert.Equal(true, expected.Equal(list3))
 }
 
+func TestDifference(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDifference")
+
+	list1 := NewList([]int{1, 2, 3})
+	list2 := NewList([]int{1, 2, 4})
+	expected := NewList([]int{3})
+
+	list3 := list1.Difference(list2)
+	assert.Equal(true, expected.Equal(list3))
+}
+
+func TestSymmetricDifference(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSymmetricDifference")
+
+	list1 := NewList([]int{1, 2, 3})
+	list2 := NewList([]int{1, 2, 4})
+	expected := NewList([]int{3, 4})
+
+	list3 := list1.SymmetricDifference(list2)
+	assert.Equal(true, expected.Equal(list3))
+}
+
 func TestSubSlice(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSubSlice")
 
 	list := NewList([]int{1, 2, 3, 4, 5, 8})
@@ -345,6 +427,8 @@ func BenchmarkSubSlice(b *testing.B) {
 }
 
 func TestDeleteIf(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestDeleteIf")
 
 	list := NewList([]int{1, 1, 1, 1, 2, 3, 1, 1, 4, 1, 1, 1, 1, 1, 1})
@@ -357,3 +441,91 @@ func TestDeleteIf(t *testing.T) {
 	assert.Equal([]int{2, 3, 4}, list.Data())
 	assert.Equal(0, count)
 }
+
+func TestForEach(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestForEach")
+
+	list := NewList([]int{1, 2, 3, 4})
+	rs := make([]int, 0)
+	list.ForEach(func(i int) {
+		rs = append(rs, i)
+	})
+
+	assert.Equal([]int{1, 2, 3, 4}, rs)
+}
+
+func TestRetainAll(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestRetainAll")
+
+	list := NewList([]int{1, 2, 3, 4})
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{1, 2, 3, 4})
+
+	retain := NewList([]int{1, 2})
+	retain1 := NewList([]int{2, 3})
+	retain2 := NewList([]int{1, 2, 5})
+
+	list.RetainAll(retain)
+	list1.RetainAll(retain1)
+	list2.RetainAll(retain2)
+
+	assert.Equal([]int{1, 2}, list.Data())
+	assert.Equal([]int{2, 3}, list1.Data())
+	assert.Equal([]int{1, 2}, list2.Data())
+}
+
+func TestDeleteAll(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDeleteAll")
+
+	list := NewList([]int{1, 2, 3, 4})
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{1, 2, 3, 4})
+
+	del := NewList([]int{1})
+	del1 := NewList([]int{2, 3})
+	del2 := NewList([]int{1, 2, 5})
+
+	list.DeleteAll(del)
+	list1.DeleteAll(del1)
+	list2.DeleteAll(del2)
+	assert.Equal([]int{2, 3, 4}, list.Data())
+	assert.Equal([]int{1, 4}, list1.Data())
+	assert.Equal([]int{3, 4}, list2.Data())
+}
+
+func TestIterator(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIterator")
+
+	list := NewList([]int{1, 2, 3, 4})
+	iterator := list.Iterator()
+
+	rs := make([]int, 0)
+	for iterator.HasNext() {
+		item, _ := iterator.Next()
+		rs = append(rs, item)
+	}
+
+	assert.Equal([]int{1, 2, 3, 4}, rs)
+}
+
+func TestListToMap(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "ListToMap")
+
+	list := NewList([]int{1, 2, 3, 4})
+	result := ListToMap(list, func(n int) (int, bool) {
+		return n, n > 1
+	})
+
+	expected := map[int]bool{1: false, 2: true, 3: true, 4: true}
+	assert.Equal(expected, result)
+}

datastructure/node.go

@@ -1,7 +1,7 @@
 // Copyright 2021 dudaodong@gmail.com. All rights reserved.
 // Use of this source code is governed by MIT license
 
-// Package datastructure implements some data structure. eg. list, linklist, stack, queue, tree, graph.
+// Package datastructure implements some data structure.
 package datastructure
 
 // LinkNode is a linkedlist node, which have a Value and Pre points to previous node, Next points to a next node of the link.

datastructure/optional/optional.go

@@ -0,0 +1,108 @@
+package optional
+
+import (
+	"sync"
+)
+
+// Optional is a type that may or may not contain a non-nil value.
+type Optional[T any] struct {
+	value *T
+	mu    *sync.RWMutex
+}
+
+// Default returns an default Optional instance.
+func Default[T any]() Optional[T] {
+	return Optional[T]{mu: &sync.RWMutex{}}
+}
+
+// Of returns an Optional with a non-nil value.
+func Of[T any](value T) Optional[T] {
+	return Optional[T]{value: &value, mu: &sync.RWMutex{}}
+}
+
+// FromNillable returns an Optional for a given value, which may be nil.
+func FromNillable[T any](value *T) Optional[T] {
+	if value == nil {
+		return Default[T]()
+	}
+	return Optional[T]{value: value, mu: &sync.RWMutex{}}
+}
+
+// IsNotNil checks if there is a value present.
+func (o Optional[T]) IsNotNil() bool {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	return o.value != nil
+}
+
+// IsNil checks if the Optional is nil.
+func (o Optional[T]) IsNil() bool {
+	return !o.IsNotNil()
+}
+
+// IfNotNil performs the given action with the value if a value is not nil.
+func (o Optional[T]) IfNotNil(action func(value T)) {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	if o.value != nil {
+		action(*o.value)
+	}
+}
+
+// IfNotNilOrElse performs the action with the value if present, otherwise performs the fallback action.
+func (o Optional[T]) IfNotNilOrElse(action func(value T), fallbackAction func()) {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	if o.value != nil {
+		action(*o.value)
+	} else {
+		fallbackAction()
+	}
+}
+
+// Unwarp returns the value if not nil, otherwise panics.
+func (o Optional[T]) Unwarp() T {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	if o.value == nil {
+		panic("Optional.Get: no value present")
+	}
+	return *o.value
+}
+
+// OrElse returns the value if is not nil, otherwise returns other.
+func (o Optional[T]) OrElse(other T) T {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	if o.value != nil {
+		return *o.value
+	}
+	return other
+}
+
+// OrElseGet returns the value if is not nil, otherwise invokes action and returns the result.
+func (o Optional[T]) OrElseGet(action func() T) T {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	if o.value != nil {
+		return *o.value
+	}
+	return action()
+}
+
+// OrElseTrigger returns the value if present, otherwise returns an error.
+func (o Optional[T]) OrElseTrigger(errorHandler func() error) (T, error) {
+	o.mu.RLock()
+	defer o.mu.RUnlock()
+
+	if o.value == nil {
+		return *new(T), errorHandler()
+	}
+	return *o.value, nil
+}

datastructure/optional/optional_test.go

@@ -0,0 +1,151 @@
+package optional
+
+import (
+	"errors"
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestDefault(t *testing.T) {
+	assert := internal.NewAssert(t, "TestEmpty")
+	opt := Default[int]()
+
+	assert.ShouldBeTrue(opt.IsNil())
+}
+
+func TestOf(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOf")
+	value := 42
+	opt := Of(value)
+
+	assert.ShouldBeTrue(opt.IsNotNil())
+	assert.Equal(opt.Unwarp(), value)
+}
+
+func TestFromNillable(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOfNullable")
+	var value *int = nil
+	opt := FromNillable(value)
+
+	assert.ShouldBeFalse(opt.IsNotNil())
+
+	value = new(int)
+	*value = 42
+	opt = FromNillable(value)
+
+	assert.ShouldBeTrue(opt.IsNotNil())
+}
+
+func TestOrElse(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOrElse")
+	optDefault := Default[int]()
+	defaultValue := 100
+
+	val := optDefault.OrElse(defaultValue)
+	assert.Equal(val, defaultValue)
+
+	optWithValue := Of(42)
+	val = optWithValue.OrElse(defaultValue)
+	assert.Equal(val, 42)
+}
+
+func TestOrElseGetHappyPath(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOrElseGetHappyPath")
+	optWithValue := Of(42)
+	action := func() int { return 100 }
+
+	val := optWithValue.OrElseGet(action)
+	assert.Equal(val, 42)
+}
+
+func TestOrElseGet(t *testing.T) {
+	assert := internal.NewAssert(t, "TestOrElseGet")
+	optDefault := Default[int]()
+	action := func() int { return 100 }
+
+	val := optDefault.OrElseGet(action)
+	assert.Equal(val, action())
+}
+
+func TestOrElseTrigger(t *testing.T) {
+	assert := internal.NewAssert(t, "OrElseTrigger")
+	optDefault := Default[int]()
+	_, err := optDefault.OrElseTrigger(func() error { return errors.New("no value") })
+
+	assert.Equal(err.Error(), "no value")
+
+	optWithValue := Of(42)
+	val, err := optWithValue.OrElseTrigger(func() error { return errors.New("no value") })
+
+	assert.IsNil(err)
+	assert.Equal(val, 42)
+}
+
+func TestIfNotNil(t *testing.T) {
+	assert := internal.NewAssert(t, "IfNotNil")
+	called := false
+	action := func(value int) { called = true }
+
+	optDefault := Default[int]()
+	optDefault.IfNotNil(action)
+
+	assert.ShouldBeFalse(called)
+
+	called = false // Reset for next test
+	optWithValue := Of(42)
+	optWithValue.IfNotNil(action)
+
+	assert.ShouldBeTrue(called)
+}
+
+func TestIfNotNilOrElse(t *testing.T) {
+	assert := internal.NewAssert(t, "TestIfNotNilOrElse")
+
+	// Test when value is present
+	calledWithValue := false
+	valueAction := func(value int) { calledWithValue = true }
+	fallbackAction := func() { t.Errorf("Empty action should not be called when value is present") }
+
+	optWithValue := Of(42)
+	optWithValue.IfNotNilOrElse(valueAction, fallbackAction)
+
+	assert.ShouldBeTrue(calledWithValue)
+
+	// Test when value is not present
+	calledWithEmpty := false
+	valueAction = func(value int) { t.Errorf("Value action should not be called when value is not present") }
+	fallbackAction = func() { calledWithEmpty = true }
+
+	optDefault := Default[int]()
+	optDefault.IfNotNilOrElse(valueAction, fallbackAction)
+
+	assert.ShouldBeTrue(calledWithEmpty)
+}
+
+func TestGetWithPanicStandard(t *testing.T) {
+	assert := internal.NewAssert(t, "TestGetWithPanicStandard")
+
+	// Test when value is present
+	optWithValue := Of(42)
+	func() {
+		defer func() {
+			r := recover()
+			assert.IsNil(r)
+		}()
+		val := optWithValue.Unwarp()
+		if val != 42 {
+			t.Errorf("Expected Unwarp to return 42, got %v", val)
+		}
+	}()
+
+	// Test when value is not present
+	optDefault := Default[int]()
+	func() {
+		defer func() {
+			r := recover()
+			assert.IsNotNil(r)
+		}()
+		_ = optDefault.Unwarp()
+	}()
+}

datastructure/queue/arrayqueue.go

@@ -1,3 +1,8 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure.
+// Queue structure contains ArrayQueue, LinkedQueue, CircularQueue, and PriorityQueue.
 package datastructure
 
 import (
@@ -7,7 +12,7 @@ import (
 
 // ArrayQueue implements queue with slice
 type ArrayQueue[T any] struct {
-	items    []T
+	data     []T
 	head     int
 	tail     int
 	capacity int
@@ -16,7 +21,7 @@ type ArrayQueue[T any] struct {
 
 func NewArrayQueue[T any](capacity int) *ArrayQueue[T] {
 	return &ArrayQueue[T]{
-		items:    make([]T, 0, capacity),
+		data:     make([]T, 0, capacity),
 		head:     0,
 		tail:     0,
 		capacity: capacity,
@@ -28,7 +33,7 @@ func NewArrayQueue[T any](capacity int) *ArrayQueue[T] {
 func (q *ArrayQueue[T]) Data() []T {
 	items := []T{}
 	for i := q.head; i < q.tail; i++ {
-		items = append(items, q.items[i])
+		items = append(items, q.data[i])
 	}
 	return items
 }
@@ -50,40 +55,71 @@ func (q *ArrayQueue[T]) IsFull() bool {
 
 // Front return front value of queue
 func (q *ArrayQueue[T]) Front() T {
-	return q.items[0]
+	return q.data[0]
 }
 
 // Back return back value of queue
 func (q *ArrayQueue[T]) Back() T {
-	return q.items[q.size-1]
+	return q.data[q.size-1]
 }
 
 // EnQueue put element into queue
 func (q *ArrayQueue[T]) Enqueue(item T) bool {
-	if q.head == 0 && q.tail == q.capacity {
-		return false
-	} else if q.head != 0 && q.tail == q.capacity {
-		for i := q.head; i < q.tail; i++ {
-			q.items[i-q.head] = q.items[i]
+	if q.tail < q.capacity {
+		q.data = append(q.data, item)
+		// q.tail++
+		q.data[q.tail] = item
+	} else {
+		//upgrade
+		if q.head > 0 {
+			for i := 0; i < q.tail-q.head; i++ {
+				q.data[i] = q.data[i+q.head]
+			}
+			q.tail -= q.head
+			q.head = 0
+		} else {
+			if q.capacity < 65536 {
+				if q.capacity == 0 {
+					q.capacity = 1
+				}
+				q.capacity *= 2
+			} else {
+				q.capacity += 2 ^ 16
+			}
+
+			tmp := make([]T, q.capacity, q.capacity)
+			copy(tmp, q.data)
+			q.data = tmp
 		}
-		q.tail = q.tail - q.head
-		q.head = 0
+
+		q.data[q.tail] = item
 	}
 
-	q.items = append(q.items, item)
 	q.tail++
 	q.size++
+
 	return true
 }
 
 // DeQueue remove head element of queue and return it, if queue is empty, return nil and error
 func (q *ArrayQueue[T]) Dequeue() (T, bool) {
 	var item T
-	if q.head == q.tail {
+	if q.size == 0 {
 		return item, false
 	}
-	item = q.items[q.head]
+
+	item = q.data[q.head]
 	q.head++
+
+	if q.head >= 1024 || q.head*2 > q.tail {
+		q.capacity -= q.head
+		q.tail -= q.head
+		tmp := make([]T, q.capacity, q.capacity)
+		copy(tmp, q.data[q.head:])
+		q.data = tmp
+		q.head = 0
+	}
+
 	q.size--
 	return item, true
 }
@@ -91,7 +127,7 @@ func (q *ArrayQueue[T]) Dequeue() (T, bool) {
 // Clear the queue data
 func (q *ArrayQueue[T]) Clear() {
 	capacity := q.capacity
-	q.items = make([]T, 0, capacity)
+	q.data = make([]T, 0, capacity)
 	q.head = 0
 	q.tail = 0
 	q.size = 0
@@ -100,7 +136,7 @@ func (q *ArrayQueue[T]) Clear() {
 
 // Contain checks if the value is in queue or not
 func (q *ArrayQueue[T]) Contain(value T) bool {
-	for _, v := range q.items {
+	for _, v := range q.data {
 		if reflect.DeepEqual(v, value) {
 			return true
 		}
@@ -112,7 +148,7 @@ func (q *ArrayQueue[T]) Contain(value T) bool {
 func (q *ArrayQueue[T]) Print() {
 	info := "["
 	for i := q.head; i < q.tail; i++ {
-		info += fmt.Sprintf("%+v, ", q.items[i])
+		info += fmt.Sprintf("%+v, ", q.data[i])
 	}
 	info += "]"
 	fmt.Println(info)

datastructure/queue/arrayqueue_test.go

@@ -7,22 +7,25 @@ import (
 )
 
 func TestArrayQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_Enqueue")
 
-	queue := NewArrayQueue[int](5)
+	queue := NewArrayQueue[int](2)
 	queue.Enqueue(1)
 	queue.Enqueue(2)
 	queue.Enqueue(3)
 
-	expected := []int{1, 2, 3}
 	data := queue.Data()
 	size := queue.Size()
 
-	assert.Equal(expected, data)
+	assert.Equal([]int{1, 2, 3}, data)
 	assert.Equal(3, size)
 }
 
 func TestArrayQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_Dequeue")
 
 	queue := NewArrayQueue[int](4)
@@ -38,6 +41,8 @@ func TestArrayQueue_Dequeue(t *testing.T) {
 }
 
 func TestArrayQueue_Front(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_Front")
 
 	queue := NewArrayQueue[int](4)
@@ -52,6 +57,8 @@ func TestArrayQueue_Front(t *testing.T) {
 }
 
 func TestArrayQueue_Back(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_Back")
 
 	queue := NewArrayQueue[int](4)
@@ -66,6 +73,8 @@ func TestArrayQueue_Back(t *testing.T) {
 }
 
 func TestArrayQueue_Contain(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_Contain")
 
 	queue := NewArrayQueue[int](4)
@@ -78,6 +87,8 @@ func TestArrayQueue_Contain(t *testing.T) {
 }
 
 func TestArrayQueue_Clear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_Clear")
 
 	queue := NewArrayQueue[int](4)
@@ -95,6 +106,8 @@ func TestArrayQueue_Clear(t *testing.T) {
 }
 
 func TestArrayQueue_IsFull(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayQueue_IsFull")
 
 	queue := NewArrayQueue[int](3)

datastructure/queue/circularqueue.go

@@ -1,3 +1,8 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure.
+// Queue structure contains ArrayQueue, LinkedQueue, CircularQueue, and PriorityQueue.
 package datastructure
 
 import (

datastructure/queue/circularqueue_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestCircularQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_Enqueue")
 
 	queue := NewCircularQueue[int](6)
@@ -34,6 +36,8 @@ func TestCircularQueue_Enqueue(t *testing.T) {
 }
 
 func TestCircularQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_DeQueue")
 
 	queue := NewCircularQueue[int](4)
@@ -60,6 +64,8 @@ func TestCircularQueue_Dequeue(t *testing.T) {
 }
 
 func TestCircularQueue_Front(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_Front")
 
 	queue := NewCircularQueue[int](6)
@@ -80,6 +86,8 @@ func TestCircularQueue_Front(t *testing.T) {
 }
 
 func TestCircularQueue_Back(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_Back")
 
 	queue := NewCircularQueue[int](3)
@@ -103,6 +111,8 @@ func TestCircularQueue_Back(t *testing.T) {
 }
 
 func TestCircularQueue_Contain(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_Contain")
 
 	queue := NewCircularQueue[int](2)
@@ -114,6 +124,8 @@ func TestCircularQueue_Contain(t *testing.T) {
 }
 
 func TestCircularQueue_Clear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_Clear")
 
 	queue := NewCircularQueue[int](3)
@@ -132,6 +144,8 @@ func TestCircularQueue_Clear(t *testing.T) {
 }
 
 func TestCircularQueue_Data(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestCircularQueue_Data")
 
 	queue := NewCircularQueue[int](3)

datastructure/queue/linkedqueue.go

@@ -1,3 +1,8 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure.
+// Queue structure contains ArrayQueue, LinkedQueue, CircularQueue, and PriorityQueue.
 package datastructure
 
 import (

datastructure/queue/linkedqueue_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestLinkedQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedQueue_Enqueue")
 
 	queue := NewLinkedQueue[int]()
@@ -19,6 +21,8 @@ func TestLinkedQueue_Enqueue(t *testing.T) {
 }
 
 func TestLinkedQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedQueue_DeQueue")
 
 	queue := NewLinkedQueue[int]()
@@ -35,6 +39,8 @@ func TestLinkedQueue_Dequeue(t *testing.T) {
 }
 
 func TestLinkedQueue_Front(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedQueue_Front")
 
 	queue := NewLinkedQueue[int]()
@@ -51,6 +57,8 @@ func TestLinkedQueue_Front(t *testing.T) {
 }
 
 func TestLinkedQueue_Back(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedQueue_Back")
 
 	queue := NewLinkedQueue[int]()
@@ -67,6 +75,8 @@ func TestLinkedQueue_Back(t *testing.T) {
 }
 
 func TestLinkedQueue_Clear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedQueue_Back")
 
 	queue := NewLinkedQueue[int]()
@@ -82,10 +92,11 @@ func TestLinkedQueue_Clear(t *testing.T) {
 }
 
 func TestLinkedQueue_Contain(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedQueue_Contain")
 
 	queue := NewLinkedQueue[int]()
-
 	queue.Enqueue(1)
 	queue.Enqueue(2)
 	queue.Enqueue(3)

datastructure/queue/priorityqueue.go

@@ -1,22 +1,27 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure.
+// Queue structure contains ArrayQueue, LinkedQueue, CircularQueue, and PriorityQueue.
 package datastructure
 
 import (
 	"errors"
 
-	"github.com/duke-git/lancet/v2/lancetconstraints"
+	"github.com/duke-git/lancet/v2/constraints"
 )
 
 // PriorityQueue is a priority queue implemented by binary heap tree
-// type T should implements Compare function in lancetconstraints.Comparator interface.
+// type T should implements Compare function in constraints.Comparator interface.
 type PriorityQueue[T any] struct {
 	items      []T
 	size       int
-	comparator lancetconstraints.Comparator
+	comparator constraints.Comparator
 }
 
 // NewPriorityQueue return a pointer of PriorityQueue
 // param `comparator` is used to compare values in the queue
-func NewPriorityQueue[T any](capacity int, comparator lancetconstraints.Comparator) *PriorityQueue[T] {
+func NewPriorityQueue[T any](capacity int, comparator constraints.Comparator) *PriorityQueue[T] {
 	return &PriorityQueue[T]{
 		items:      make([]T, capacity+1),
 		size:       0,

datastructure/queue/priorityqueue_test.go

@@ -20,6 +20,8 @@ func (c *intComparator) Compare(v1, v2 any) int {
 	return 0
 }
 func TestPriorityQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestPriorityQueue_Enqueue")
 
 	comparator := &intComparator{}
@@ -45,6 +47,8 @@ func TestPriorityQueue_Enqueue(t *testing.T) {
 }
 
 func TestPriorityQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestPriorityQueue_Dequeue")
 
 	comparator := &intComparator{}

datastructure/set/set.go

@@ -1,18 +1,24 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure. Set is a data container, like slice, but element of set is not duplicate.
 package datastructure
 
-// Set is a data container, like slice, but element of set is not duplicate
+import "sort"
+
+// Set is a data container, like slice, but element of set is not duplicate.
 type Set[T comparable] map[T]struct{}
 
-// NewSet return a instance of set
-func NewSet[T comparable](items ...T) Set[T] {
-	set := make(Set[T])
+// New create a instance of set from given values.
+func New[T comparable](items ...T) Set[T] {
+	set := make(Set[T], len(items))
 	set.Add(items...)
 	return set
 }
 
-// NewSetFromSlice create a set from slice
-func NewSetFromSlice[T comparable](items []T) Set[T] {
-	set := make(Set[T])
+// FromSlice create a set from given slice.
+func FromSlice[T comparable](items []T) Set[T] {
+	set := make(Set[T], len(items))
 	for _, item := range items {
 		set.Add(item)
 	}
@@ -73,8 +79,7 @@ func (s Set[T]) ContainAll(other Set[T]) bool {
 
 // Clone return a copy of set
 func (s Set[T]) Clone() Set[T] {
-	set := NewSet[T]()
-	set.Add(s.Values()...)
+	set := FromSlice(s.ToSlice())
 	return set
 }
 
@@ -112,14 +117,11 @@ func (s Set[T]) Size() int {
 }
 
 // Values return all values of set
+// Deprecated: Values function is deprecated and will be removed in future versions. Please use ToSlice() function instead.
+//
+// The ToSlice() function provides the same functionality as Values and returns a slice containing all values of the set.
 func (s Set[T]) Values() []T {
-	result := make([]T, 0, len(s))
-
-	s.Iterate(func(value T) {
-		result = append(result, value)
-	})
-
-	return result
+	return s.ToSlice()
 }
 
 // Union creates a new set contain all element of set s and other
@@ -131,7 +133,7 @@ func (s Set[T]) Union(other Set[T]) Set[T] {
 
 // Intersection creates a new set whose element both be contained in set s and other
 func (s Set[T]) Intersection(other Set[T]) Set[T] {
-	set := NewSet[T]()
+	set := New[T]()
 	s.Iterate(func(value T) {
 		if other.Contain(value) {
 			set.Add(value)
@@ -143,7 +145,7 @@ func (s Set[T]) Intersection(other Set[T]) Set[T] {
 
 // SymmetricDifference creates a new set whose element is in set1 or set2, but not in both sets
 func (s Set[T]) SymmetricDifference(other Set[T]) Set[T] {
-	set := NewSet[T]()
+	set := New[T]()
 	s.Iterate(func(value T) {
 		if !other.Contain(value) {
 			set.Add(value)
@@ -159,9 +161,9 @@ func (s Set[T]) SymmetricDifference(other Set[T]) Set[T] {
 	return set
 }
 
-// Minus creates an set of whose element in origin set but not in compared set
+// Minus creates a set of whose element in origin set but not in compared set
 func (s Set[T]) Minus(comparedSet Set[T]) Set[T] {
-	set := NewSet[T]()
+	set := New[T]()
 
 	s.Iterate(func(value T) {
 		if !comparedSet.Contain(value) {
@@ -171,3 +173,48 @@ func (s Set[T]) Minus(comparedSet Set[T]) Set[T] {
 
 	return set
 }
+
+// EachWithBreak iterates over elements of a set and invokes function for each element,
+// when iteratee return false, will break the for each loop.
+func (s Set[T]) EachWithBreak(iteratee func(item T) bool) {
+	for _, v := range s.Values() {
+		if !iteratee(v) {
+			break
+		}
+	}
+}
+
+// Pop delete the top element of set then return it, if set is empty, return nil-value of T and false.
+func (s Set[T]) Pop() (v T, ok bool) {
+	if len(s) > 0 {
+		for item := range s {
+			v = item
+			delete(s, item)
+			return v, true
+		}
+	}
+
+	return v, false
+}
+
+// ToSlice returns a slice containing all values of the set.
+func (s Set[T]) ToSlice() []T {
+	if s.IsEmpty() {
+		return []T{}
+	}
+	result := make([]T, 0, s.Size())
+	s.Iterate(func(value T) {
+		result = append(result, value)
+	})
+
+	return result
+}
+
+// ToSortedSlice returns a sorted slice containing all values of the set.
+func (s Set[T]) ToSortedSlice(less func(v1, v2 T) bool) []T {
+	result := s.ToSlice()
+	sort.Slice(result, func(i, j int) bool {
+		return less(result[i], result[j])
+	})
+	return result
+}

datastructure/set/set_test.go

@@ -1,50 +1,60 @@
 package datastructure
 
 import (
+	"reflect"
+	"sort"
 	"testing"
 
 	"github.com/duke-git/lancet/v2/internal"
 )
 
-func TestSet_NewSetFromSlice(t *testing.T) {
-	assert := internal.NewAssert(t, "TestSet_NewSetFromSlice")
+func TestSet_FromSlice(t *testing.T) {
+	t.Parallel()
 
-	s1 := NewSetFromSlice([]int{1, 2, 2, 3})
+	assert := internal.NewAssert(t, "TestSet_FromSlice")
+
+	s1 := FromSlice([]int{1, 2, 2, 3})
 	assert.Equal(3, s1.Size())
 	assert.Equal(true, s1.Contain(1))
 	assert.Equal(true, s1.Contain(2))
 	assert.Equal(true, s1.Contain(3))
 
-	s2 := NewSetFromSlice([]int{})
+	s2 := FromSlice([]int{})
 	assert.Equal(0, s2.Size())
 }
 
 func TestSet_Add(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Add")
 
-	set := NewSet[int]()
+	set := New[int]()
 	set.Add(1, 2, 3)
 
-	expected := NewSet(1, 2, 3)
+	cmpSet := New(1, 2, 3)
 
-	assert.Equal(true, set.Equal(expected))
+	assert.Equal(true, set.Equal(cmpSet))
 }
 
 func TestSet_AddIfNotExist(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_AddIfNotExist")
 
-	set := NewSet[int]()
+	set := New[int]()
 	set.Add(1, 2, 3)
 
 	assert.Equal(false, set.AddIfNotExist(1))
 	assert.Equal(true, set.AddIfNotExist(4))
-	assert.Equal(NewSet(1, 2, 3, 4), set)
+	assert.Equal(New(1, 2, 3, 4), set)
 }
 
 func TestSet_AddIfNotExistBy(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_AddIfNotExistBy")
 
-	set := NewSet[int]()
+	set := New[int]()
 	set.Add(1, 2)
 
 	ok := set.AddIfNotExistBy(3, func(val int) bool {
@@ -63,9 +73,11 @@ func TestSet_AddIfNotExistBy(t *testing.T) {
 }
 
 func TestSet_Contain(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Contain")
 
-	set := NewSet[int]()
+	set := New[int]()
 	set.Add(1, 2, 3)
 
 	assert.Equal(true, set.Contain(1))
@@ -73,20 +85,24 @@ func TestSet_Contain(t *testing.T) {
 }
 
 func TestSet_ContainAll(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_ContainAll")
 
-	set1 := NewSet(1, 2, 3)
-	set2 := NewSet(1, 2)
-	set3 := NewSet(1, 2, 3, 4)
+	set1 := New(1, 2, 3)
+	set2 := New(1, 2)
+	set3 := New(1, 2, 3, 4)
 
 	assert.Equal(true, set1.ContainAll(set2))
 	assert.Equal(false, set1.ContainAll(set3))
 }
 
 func TestSet_Clone(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Clone")
 
-	set1 := NewSet(1, 2, 3)
+	set1 := New(1, 2, 3)
 	set2 := set1.Clone()
 
 	assert.Equal(true, set1.Size() == set2.Size())
@@ -94,32 +110,36 @@ func TestSet_Clone(t *testing.T) {
 }
 
 func TestSet_Delete(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Delete")
 
-	set := NewSet[int]()
+	set := New[int]()
 	set.Add(1, 2, 3)
 	set.Delete(3)
 
-	expected := NewSet(1, 2)
-
-	assert.Equal(true, set.Equal(expected))
+	assert.Equal(true, set.Equal(New(1, 2)))
 }
 
 func TestSet_Equal(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Equal")
 
-	set1 := NewSet(1, 2, 3)
-	set2 := NewSet(1, 2, 3)
-	set3 := NewSet(1, 2, 3, 4)
+	set1 := New(1, 2, 3)
+	set2 := New(1, 2, 3)
+	set3 := New(1, 2, 3, 4)
 
 	assert.Equal(true, set1.Equal(set2))
 	assert.Equal(false, set1.Equal(set3))
 }
 
 func TestSet_Iterate(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Iterate")
 
-	set := NewSet(1, 2, 3)
+	set := New(1, 2, 3)
 	arr := []int{}
 	set.Iterate(func(value int) {
 		arr = append(arr, value)
@@ -129,66 +149,187 @@ func TestSet_Iterate(t *testing.T) {
 }
 
 func TestSet_IsEmpty(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_IsEmpty")
 
-	set := NewSet[int]()
+	set := New[int]()
 	assert.Equal(true, set.IsEmpty())
 }
 
 func TestSet_Size(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Size")
 
-	set := NewSet(1, 2, 3)
+	set := New(1, 2, 3)
 	assert.Equal(3, set.Size())
 }
 
 func TestSet_Values(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Values")
 
-	set := NewSet(1, 2, 3)
+	set := New(1, 2, 3)
 	values := set.Values()
 
 	assert.Equal(3, len(values))
 }
 
 func TestSet_Union(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Union")
 
-	set1 := NewSet(1, 2, 3)
-	set2 := NewSet(2, 3, 4, 5)
-	expected := NewSet(1, 2, 3, 4, 5)
+	set1 := New(1, 2, 3)
+	set2 := New(2, 3, 4, 5)
+
 	unionSet := set1.Union(set2)
 
-	assert.Equal(expected, unionSet)
+	assert.Equal(New(1, 2, 3, 4, 5), unionSet)
 }
 
 func TestSet_Intersection(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Intersection")
 
-	set1 := NewSet(1, 2, 3)
-	set2 := NewSet(2, 3, 4, 5)
-	expected := NewSet(2, 3)
+	set1 := New(1, 2, 3)
+	set2 := New(2, 3, 4, 5)
 	intersectionSet := set1.Intersection(set2)
 
-	assert.Equal(expected, intersectionSet)
+	assert.Equal(New(2, 3), intersectionSet)
 }
 
 func TestSet_SymmetricDifference(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_SymmetricDifference")
 
-	set1 := NewSet(1, 2, 3)
-	set2 := NewSet(2, 3, 4, 5)
+	set1 := New(1, 2, 3)
+	set2 := New(2, 3, 4, 5)
 
-	assert.Equal(NewSet(1, 4, 5), set1.SymmetricDifference(set2))
+	assert.Equal(New(1, 4, 5), set1.SymmetricDifference(set2))
 }
 
 func TestSet_Minus(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestSet_Minus")
 
-	set1 := NewSet(1, 2, 3)
-	set2 := NewSet(2, 3, 4, 5)
-	set3 := NewSet(2, 3)
+	set1 := New(1, 2, 3)
+	set2 := New(2, 3, 4, 5)
+	set3 := New(2, 3)
 
-	assert.Equal(NewSet(1), set1.Minus(set2))
-	assert.Equal(NewSet(4, 5), set2.Minus(set3))
+	assert.Equal(New(1), set1.Minus(set2))
+	assert.Equal(New(4, 5), set2.Minus(set3))
+}
+
+func TestEachWithBreak(t *testing.T) {
+	// s := New(1, 2, 3, 4, 5)
+
+	// var sum int
+
+	// s.EachWithBreak(func(n int) bool {
+	// 	if n > 3 {
+	// 		return false
+	// 	}
+	// 	sum += n
+	// 	return true
+	// })
+
+	// assert := internal.NewAssert(t, "TestEachWithBreak")
+	// assert.Equal(6, sum)
+}
+
+func TestPop(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestSet_Pop")
+
+	s := New[int]()
+
+	val, ok := s.Pop()
+	assert.Equal(0, val)
+	assert.Equal(false, ok)
+
+	s = New(1, 2, 3, 4, 5)
+	sl := s.ToSlice()
+
+	val, ok = s.Pop()
+	assert.Equal(false, s.Contain(val))
+	assert.Equal(true, ok)
+	assert.Equal(len(sl)-1, s.Size())
+
+	var found bool
+
+	for _, v := range sl {
+		if v == val {
+			found = true
+		}
+	}
+
+	assert.Equal(true, found)
+}
+
+func TestSet_ToSlice(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_ToSlice")
+
+	set1 := FromSlice([]int{6, 3, 1, 5, 6, 7, 1})
+	set2 := FromSlice([]float64{-2.65, 4.25, 4.25 - 3.14, 0})
+	set3 := New[string]()
+
+	slice1 := set1.ToSlice()
+	slice2 := set2.ToSlice()
+	slice3 := set3.ToSlice()
+
+	sort.Ints(slice1)
+	sort.Float64s(slice2)
+
+	assert.Equal(5, len(slice1))
+	assert.Equal(4, len(slice2))
+	assert.Equal(0, len(slice3))
+
+	assert.Equal(true, reflect.DeepEqual(slice1, []int{1, 3, 5, 6, 7}))
+	assert.Equal(true, reflect.DeepEqual(slice2, []float64{-2.65, 0, 1.11, 4.25}))
+	assert.Equal("[]string", reflect.TypeOf(slice3).String())
+}
+
+func TestSet_ToSortedSlice(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_ToSortedSlice")
+
+	set1 := FromSlice([]int{6, 3, 1, 5, 6, 7, 1})
+	set2 := FromSlice([]float64{-2.65, 4.25, 4.25 - 3.14, 0})
+
+	type Person struct {
+		Name string
+		Age  int
+	}
+	set3 := FromSlice([]Person{{"Tom", 20}, {"Jerry", 18}, {"Spike", 25}})
+
+	slice1 := set1.ToSortedSlice(func(v1, v2 int) bool {
+		return v1 < v2
+	})
+	slice2 := set2.ToSortedSlice(func(v1, v2 float64) bool {
+		return v2 < v1
+	})
+	slice3 := set3.ToSortedSlice(func(v1, v2 Person) bool {
+		return v1.Age < v2.Age
+	})
+
+	assert.Equal(5, len(slice1))
+	assert.Equal(4, len(slice2))
+	assert.Equal(3, len(slice3))
+
+	assert.Equal(true, reflect.DeepEqual(slice1, []int{1, 3, 5, 6, 7}))
+	assert.Equal(true, reflect.DeepEqual(slice2, []float64{4.25, 1.11, 0, -2.65}))
+	assert.Equal(true, reflect.DeepEqual(slice3, []Person{
+		{"Jerry", 18},
+		{"Tom", 20},
+		{"Spike", 25},
+	}))
 }

datastructure/stack/arraystack.go

@@ -1,3 +1,7 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure. Stack structure contains ArrayStack and LinkedStack.
 package datastructure
 
 import "errors"

datastructure/stack/arraystack_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestArrayStack_Push(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayStack_Push")
 
 	stack := NewArrayStack[int]()
@@ -14,15 +16,16 @@ func TestArrayStack_Push(t *testing.T) {
 	stack.Push(2)
 	stack.Push(3)
 
-	expected := []int{3, 2, 1}
 	values := stack.Data()
 	length := stack.Size()
 
-	assert.Equal(expected, values)
+	assert.Equal([]int{3, 2, 1}, values)
 	assert.Equal(3, length)
 }
 
 func TestArrayStack_Pop(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayStack_Pop")
 
 	stack := NewArrayStack[int]()
@@ -37,11 +40,12 @@ func TestArrayStack_Pop(t *testing.T) {
 	assert.IsNil(err)
 	assert.Equal(3, *topItem)
 
-	expected := []int{2, 1}
-	assert.Equal(expected, stack.Data())
+	assert.Equal([]int{2, 1}, stack.Data())
 }
 
 func TestArrayStack_Peak(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayStack_Peak")
 
 	stack := NewArrayStack[int]()
@@ -56,11 +60,12 @@ func TestArrayStack_Peak(t *testing.T) {
 	assert.IsNil(err)
 	assert.Equal(3, *topItem)
 
-	expected := []int{3, 2, 1}
-	assert.Equal(expected, stack.Data())
+	assert.Equal([]int{3, 2, 1}, stack.Data())
 }
 
 func TestArrayStack_Clear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestArrayStack_Clear")
 
 	stack := NewArrayStack[int]()

datastructure/stack/linkedstack.go

@@ -1,3 +1,7 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure. Stack structure contains ArrayStack and LinkedStack.
 package datastructure
 
 import (

datastructure/stack/linkedstack_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestLinkedStack_Push(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedStack_Push")
 
 	stack := NewLinkedStack[int]()
@@ -14,15 +16,16 @@ func TestLinkedStack_Push(t *testing.T) {
 	stack.Push(2)
 	stack.Push(3)
 
-	expected := []int{3, 2, 1}
 	values := stack.Data()
 	size := stack.Size()
 
-	assert.Equal(expected, values)
+	assert.Equal([]int{3, 2, 1}, values)
 	assert.Equal(3, size)
 }
 
 func TestLinkedStack_Pop(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedStack_Pop")
 
 	stack := NewLinkedStack[int]()
@@ -37,12 +40,13 @@ func TestLinkedStack_Pop(t *testing.T) {
 	assert.IsNil(err)
 	assert.Equal(3, *topItem)
 
-	expected := []int{2, 1}
 	stack.Print()
-	assert.Equal(expected, stack.Data())
+	assert.Equal([]int{2, 1}, stack.Data())
 }
 
 func TestLinkedStack_Peak(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedStack_Peak")
 
 	stack := NewLinkedStack[int]()
@@ -57,11 +61,12 @@ func TestLinkedStack_Peak(t *testing.T) {
 	assert.IsNil(err)
 	assert.Equal(3, *topItem)
 
-	expected := []int{3, 2, 1}
-	assert.Equal(expected, stack.Data())
+	assert.Equal([]int{3, 2, 1}, stack.Data())
 }
 
 func TestLinkedStack_Empty(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestLinkedStack_Empty")
 
 	stack := NewLinkedStack[int]()

datastructure/tree/bstree.go

@@ -1,24 +1,28 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure contains some data structure. BSTree is binary search tree.
 package datastructure
 
 import (
 	"math"
 
+	"github.com/duke-git/lancet/v2/constraints"
 	"github.com/duke-git/lancet/v2/datastructure"
-	"github.com/duke-git/lancet/v2/lancetconstraints"
 )
 
 // BSTree is a binary search tree data structure in which each node has at most two children,
 // which are referred to as the left child and the right child.
 // In BSTree: leftNode < rootNode < rightNode
-// type T should implements Compare function in lancetconstraints.Comparator interface.
+// type T should implements Compare function in constraints.Comparator interface.
 type BSTree[T any] struct {
 	root       *datastructure.TreeNode[T]
-	comparator lancetconstraints.Comparator
+	comparator constraints.Comparator
 }
 
 // NewBSTree create a BSTree pointer
 // param `comparator` is used to compare values in the tree
-func NewBSTree[T any](rootData T, comparator lancetconstraints.Comparator) *BSTree[T] {
+func NewBSTree[T any](rootData T, comparator constraints.Comparator) *BSTree[T] {
 	root := datastructure.NewTreeNode(rootData)
 	return &BSTree[T]{root, comparator}
 }
@@ -83,7 +87,7 @@ func (t *BSTree[T]) HasSubTree(subTree *BSTree[T]) bool {
 }
 
 func hasSubTree[T any](superTreeRoot, subTreeRoot *datastructure.TreeNode[T],
-	comparator lancetconstraints.Comparator) bool {
+	comparator constraints.Comparator) bool {
 	result := false
 
 	if superTreeRoot != nil && subTreeRoot != nil {

datastructure/tree/bstree_test.go

@@ -20,16 +20,9 @@ func (c *intComparator) Compare(v1, v2 any) int {
 	return 0
 }
 
-func TestBSTree_Insert(t *testing.T) {
-	bstree := NewBSTree(6, &intComparator{})
-
-	bstree.Insert(7)
-	bstree.Insert(5)
-	bstree.Insert(2)
-	bstree.Insert(4)
-}
-
 func TestBSTree_PreOrderTraverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_PreOrderTraverse")
 
 	bstree := NewBSTree(6, &intComparator{})
@@ -40,11 +33,12 @@ func TestBSTree_PreOrderTraverse(t *testing.T) {
 	bstree.Insert(4)
 
 	acturl := bstree.PreOrderTraverse()
-	t.Log(acturl)
 	assert.Equal([]int{6, 5, 2, 4, 7}, acturl)
 }
 
 func TestBSTree_PostOrderTraverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_PostOrderTraverse")
 
 	bstree := NewBSTree(6, &intComparator{})
@@ -55,11 +49,12 @@ func TestBSTree_PostOrderTraverse(t *testing.T) {
 	bstree.Insert(4)
 
 	acturl := bstree.PostOrderTraverse()
-	t.Log(acturl)
 	assert.Equal([]int{5, 2, 4, 7, 6}, acturl)
 }
 
 func TestBSTree_InOrderTraverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_InOrderTraverse")
 
 	bstree := NewBSTree(6, &intComparator{})
@@ -70,11 +65,12 @@ func TestBSTree_InOrderTraverse(t *testing.T) {
 	bstree.Insert(4)
 
 	acturl := bstree.InOrderTraverse()
-	t.Log(acturl)
 	assert.Equal([]int{2, 4, 5, 6, 7}, acturl)
 }
 
 func TestBSTree_LevelOrderTraverse(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_LevelOrderTraverse")
 
 	bstree := NewBSTree(6, &intComparator{})
@@ -85,11 +81,12 @@ func TestBSTree_LevelOrderTraverse(t *testing.T) {
 	bstree.Insert(4)
 
 	acturl := bstree.LevelOrderTraverse()
-	t.Log(acturl)
 	assert.Equal([]int{6, 5, 7, 2, 4}, acturl)
 }
 
 func TestBSTree_Delete(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_Delete")
 
 	bstree := NewBSTree(6, &intComparator{})
@@ -102,18 +99,18 @@ func TestBSTree_Delete(t *testing.T) {
 	bstree.Delete(4)
 
 	acturl1 := bstree.InOrderTraverse()
-	t.Log(acturl1)
 	assert.Equal([]int{2, 5, 6, 7}, acturl1)
 
 	//todo
 	// bstree.DeletetNode(6, comparator)
 	// bstree.Print()
 	// acturl2 := bstree.InOrderTraverse()
-	// t.Log(acturl2)
 	// assert.Equal([]int{2, 5, 7}, acturl2)
 }
 
 func TestBSTree_Depth(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_Depth")
 
 	bstree := NewBSTree(6, &intComparator{})
@@ -127,6 +124,8 @@ func TestBSTree_Depth(t *testing.T) {
 }
 
 func TestBSTree_IsSubTree(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBSTree_IsSubTree")
 
 	superTree := NewBSTree(8, &intComparator{})

datastructure/tree/tree_internal.go

@@ -4,8 +4,8 @@ import (
 	"fmt"
 	"math"
 
+	"github.com/duke-git/lancet/v2/constraints"
 	"github.com/duke-git/lancet/v2/datastructure"
-	"github.com/duke-git/lancet/v2/lancetconstraints"
 )
 
 func preOrderTraverse[T any](node *datastructure.TreeNode[T]) []T {
@@ -86,7 +86,7 @@ func levelOrderTraverse[T any](root *datastructure.TreeNode[T], traversal *[]T)
 	}
 }
 
-func insertTreeNode[T any](rootNode, newNode *datastructure.TreeNode[T], comparator lancetconstraints.Comparator) {
+func insertTreeNode[T any](rootNode, newNode *datastructure.TreeNode[T], comparator constraints.Comparator) {
 	if comparator.Compare(newNode.Value, rootNode.Value) == -1 {
 		if rootNode.Left == nil {
 			rootNode.Left = newNode
@@ -103,7 +103,7 @@ func insertTreeNode[T any](rootNode, newNode *datastructure.TreeNode[T], compara
 }
 
 // todo, delete root node failed
-func deleteTreeNode[T any](node *datastructure.TreeNode[T], data T, comparator lancetconstraints.Comparator) *datastructure.TreeNode[T] {
+func deleteTreeNode[T any](node *datastructure.TreeNode[T], data T, comparator constraints.Comparator) *datastructure.TreeNode[T] {
 	if node == nil {
 		return nil
 	}
@@ -216,7 +216,7 @@ func calculateDepth[T any](node *datastructure.TreeNode[T], depth int) int {
 	return max(calculateDepth(node.Left, depth+1), calculateDepth(node.Right, depth+1))
 }
 
-func isSubTree[T any](superTreeRoot, subTreeRoot *datastructure.TreeNode[T], comparator lancetconstraints.Comparator) bool {
+func isSubTree[T any](superTreeRoot, subTreeRoot *datastructure.TreeNode[T], comparator constraints.Comparator) bool {
 	if subTreeRoot == nil {
 		return true
 	}

datetime/conversion_test.go

@@ -7,6 +7,8 @@ import (
 )
 
 func TestToUnix(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToUnix")
 
 	tm1 := NewUnixNow()
@@ -17,34 +19,37 @@ func TestToUnix(t *testing.T) {
 }
 
 func TestToFormat(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToFormat")
 
 	tm, err := NewFormat("2022-03-18 17:04:05")
+	t.Log("TestToFormat", tm.ToFormat())
 	assert.IsNil(err)
-
-	t.Log("ToFormat -> ", tm.ToFormat())
 }
 
 func TestToFormatForTpl(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToFormatForTpl")
 
 	_, err := NewFormat("2022/03/18 17:04:05")
 	assert.IsNotNil(err)
 
 	tm, err := NewFormat("2022-03-18 17:04:05")
+	t.Log("TestToFormatForTpl", tm.ToFormatForTpl("2006/01/02 15:04:05"))
 	assert.IsNil(err)
-
-	t.Log("ToFormatForTpl -> ", tm.ToFormatForTpl("2006/01/02 15:04:05"))
 }
 
 func TestToIso8601(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestToIso8601")
 
 	_, err := NewISO8601("2022-03-18 17:04:05")
 	assert.IsNotNil(err)
 
 	tm, err := NewISO8601("2006-01-02T15:04:05.999Z")
+	t.Log("TestToIso8601", tm.ToIso8601())
 	assert.IsNil(err)
-
-	t.Log("ToIso8601 -> ", tm.ToIso8601())
 }

datetime/datetime.go

@@ -3,7 +3,7 @@
 
 // Package datetime implements some functions to format date and time.
 // Note:
-// 1. `format` param in FormatTimeToStr function should be as flow:
+// 1. `format` param in FormatTimeToStr function should be as flow (case no sensitive):
 // "yyyy-mm-dd hh:mm:ss"
 // "yyyy-mm-dd hh:mm"
 // "yyyy-mm-dd hh"
@@ -18,14 +18,19 @@
 // "yyyy/mm"
 // "mm/dd"
 // "dd/mm/yy hh:mm:ss"
+// "yyyymmdd"
+// "mmddyy"
 // "yyyy"
+// "yy"
 // "mm"
 // "hh:mm:ss"
+// "hh:mm"
 // "mm:ss"
 package datetime
 
 import (
 	"fmt"
+	"strings"
 	"time"
 )
 
@@ -35,7 +40,7 @@ func init() {
 	timeFormat = map[string]string{
 		"yyyy-mm-dd hh:mm:ss": "2006-01-02 15:04:05",
 		"yyyy-mm-dd hh:mm":    "2006-01-02 15:04",
-		"yyyy-mm-dd hh":       "2006-01-02 15:04",
+		"yyyy-mm-dd hh":       "2006-01-02 15",
 		"yyyy-mm-dd":          "2006-01-02",
 		"yyyy-mm":             "2006-01",
 		"mm-dd":               "01-02",
@@ -47,9 +52,13 @@ func init() {
 		"yyyy/mm":             "2006/01",
 		"mm/dd":               "01/02",
 		"dd/mm/yy hh:mm:ss":   "02/01/06 15:04:05",
+		"yyyymmdd":            "20060102",
+		"mmddyy":              "010206",
 		"yyyy":                "2006",
+		"yy":                  "06",
 		"mm":                  "01",
 		"hh:mm:ss":            "15:04:05",
+		"hh:mm":               "15:04",
 		"mm:ss":               "04:05",
 	}
 }
@@ -72,6 +81,12 @@ func AddDay(t time.Time, day int64) time.Time {
 	return t.Add(24 * time.Hour * time.Duration(day))
 }
 
+// AddYear add or sub year to the time.
+// Play: https://go.dev/play/p/MqW2ujnBx10
+func AddYear(t time.Time, year int64) time.Time {
+	return t.Add(365 * 24 * time.Hour * time.Duration(year))
+}
+
 // GetNowDate return format yyyy-mm-dd of current date.
 // Play: https://go.dev/play/p/PvfkPpcpBBf
 func GetNowDate() string {
@@ -90,6 +105,18 @@ func GetNowDateTime() string {
 	return time.Now().Format("2006-01-02 15:04:05")
 }
 
+// GetTodayStartTime return the start time of today, format: yyyy-mm-dd 00:00:00.
+// Play: https://go.dev/play/p/84siyYF7t99
+func GetTodayStartTime() string {
+	return time.Now().Format("2006-01-02") + " 00:00:00"
+}
+
+// GetTodayEndTime return the end time of today, format: yyyy-mm-dd 23:59:59.
+// Play: https://go.dev/play/p/jjrLnfoqgn3
+func GetTodayEndTime() string {
+	return time.Now().Format("2006-01-02") + " 23:59:59"
+}
+
 // GetZeroHourTimestamp return timestamp of zero hour (timestamp of 00:00).
 // Play: https://go.dev/play/p/QmL2oIaGE3q
 func GetZeroHourTimestamp() int64 {
@@ -106,19 +133,40 @@ func GetNightTimestamp() int64 {
 
 // FormatTimeToStr convert time to string.
 // Play: https://go.dev/play/p/_Ia7M8H_OvE
-func FormatTimeToStr(t time.Time, format string) string {
-	return t.Format(timeFormat[format])
+func FormatTimeToStr(t time.Time, format string, timezone ...string) string {
+	tf, ok := timeFormat[strings.ToLower(format)]
+	if !ok {
+		return ""
+	}
+
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return ""
+		}
+		return t.In(loc).Format(tf)
+	}
+	return t.Format(tf)
 }
 
 // FormatStrToTime convert string to time.
 // Play: https://go.dev/play/p/1h9FwdU8ql4
-func FormatStrToTime(str, format string) (time.Time, error) {
-	v, ok := timeFormat[format]
+func FormatStrToTime(str, format string, timezone ...string) (time.Time, error) {
+	tf, ok := timeFormat[strings.ToLower(format)]
 	if !ok {
-		return time.Time{}, fmt.Errorf("format %s not found", format)
+		return time.Time{}, fmt.Errorf("format %s not support", format)
 	}
 
-	return time.Parse(v, str)
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return time.Time{}, err
+		}
+
+		return time.ParseInLocation(tf, str, loc)
+	}
+
+	return time.Parse(tf, str)
 }
 
 // BeginOfMinute return beginning minute time of day.
@@ -218,3 +266,127 @@ func BeginOfYear(t time.Time) time.Time {
 func EndOfYear(t time.Time) time.Time {
 	return BeginOfYear(t).AddDate(1, 0, 0).Add(-time.Nanosecond)
 }
+
+// IsLeapYear check if param year is leap year or not.
+// Play: https://go.dev/play/p/xS1eS2ejGew
+func IsLeapYear(year int) bool {
+	return year%4 == 0 && (year%100 != 0 || year%400 == 0)
+}
+
+// BetweenSeconds returns the number of seconds between two times.
+// Play: https://go.dev/play/p/n3YDRyfyXJu
+func BetweenSeconds(t1 time.Time, t2 time.Time) int64 {
+	index := t2.Unix() - t1.Unix()
+	return index
+}
+
+// DayOfYear returns which day of the year the parameter date `t` is.
+// Play: https://go.dev/play/p/0hjqhTwFNlH
+func DayOfYear(t time.Time) int {
+	y, m, d := t.Date()
+	firstDay := time.Date(y, 1, 1, 0, 0, 0, 0, t.Location())
+	nowDate := time.Date(y, m, d, 0, 0, 0, 0, t.Location())
+
+	return int(nowDate.Sub(firstDay).Hours() / 24)
+}
+
+// IsWeekend checks if passed time is weekend or not.
+// Play: https://go.dev/play/p/cupRM5aZOIY
+// Deprecated Use '== Weekday' instead
+func IsWeekend(t time.Time) bool {
+	return time.Saturday == t.Weekday() || time.Sunday == t.Weekday()
+}
+
+// NowDateOrTime return current datetime with specific format and timezone.
+// Play: https://go.dev/play/p/EZ-begEjtT0
+func NowDateOrTime(format string, timezone ...string) string {
+	tf, ok := timeFormat[strings.ToLower(format)]
+	if !ok {
+		return ""
+	}
+
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return ""
+		}
+
+		return time.Now().In(loc).Format(tf)
+	}
+
+	return time.Now().Format(tf)
+}
+
+// Timestamp return current second timestamp.
+// Play: https://go.dev/play/p/iU5b7Vvjx6x
+func Timestamp(timezone ...string) int64 {
+	t := time.Now()
+
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return 0
+		}
+
+		t = t.In(loc)
+	}
+
+	return t.Unix()
+}
+
+// TimestampMilli return current mill second timestamp.
+// Play: https://go.dev/play/p/4gvEusOTu1T
+func TimestampMilli(timezone ...string) int64 {
+	t := time.Now()
+
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return 0
+		}
+		t = t.In(loc)
+	}
+
+	return int64(time.Nanosecond) * t.UnixNano() / int64(time.Millisecond)
+}
+
+// TimestampMicro return current micro second timestamp.
+// Play: https://go.dev/play/p/2maANglKHQE
+func TimestampMicro(timezone ...string) int64 {
+	t := time.Now()
+
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return 0
+		}
+		t = t.In(loc)
+	}
+
+	return int64(time.Nanosecond) * t.UnixNano() / int64(time.Microsecond)
+}
+
+// TimestampNano return current nano second timestamp.
+// Play: https://go.dev/play/p/A9Oq_COrcCF
+func TimestampNano(timezone ...string) int64 {
+	t := time.Now()
+
+	if timezone != nil && timezone[0] != "" {
+		loc, err := time.LoadLocation(timezone[0])
+		if err != nil {
+			return 0
+		}
+		t = t.In(loc)
+	}
+
+	return t.UnixNano()
+}
+
+// TraceFuncTime: trace the func costed time,just call it at top of the func like `defer TraceFuncTime()()`
+func TraceFuncTime() func() {
+	pre := time.Now()
+	return func() {
+		elapsed := time.Since(pre)
+		fmt.Println("Costs Time:\t", elapsed)
+	}
+}

datetime/datetime_example_test.go

@@ -57,6 +57,23 @@ func ExampleAddMinute() {
 	// -2m0s
 }
 
+func ExampleAddYear() {
+	now := time.Now()
+
+	after1Year := AddYear(now, 1)
+	diff1 := after1Year.Sub(now)
+
+	before1Year := AddYear(now, -1)
+	diff2 := before1Year.Sub(now)
+
+	fmt.Println(diff1)
+	fmt.Println(diff2)
+
+	// Output:
+	// 8760h0m0s
+	// -8760h0m0s
+}
+
 func ExampleGetNowDate() {
 	result := GetNowDate()
 
@@ -114,15 +131,18 @@ func ExampleFormatTimeToStr() {
 	result1 := FormatTimeToStr(datetime, "yyyy-mm-dd hh:mm:ss")
 	result2 := FormatTimeToStr(datetime, "yyyy-mm-dd")
 	result3 := FormatTimeToStr(datetime, "dd-mm-yy hh:mm:ss")
+	result4 := FormatTimeToStr(datetime, "yyyy-mm-dd hh")
 
 	fmt.Println(result1)
 	fmt.Println(result2)
 	fmt.Println(result3)
+	fmt.Println(result4)
 
 	// Output:
 	// 2021-01-02 16:04:08
 	// 2021-01-02
 	// 02-01-21 16:04:08
+	// 2021-01-02 16
 }
 
 func ExampleFormatStrToTime() {
@@ -321,3 +341,70 @@ func ExampleNewUnixNow() {
 // 	// Output:
 // 	// 2006-01-02T23:04:05+08:00
 // }
+
+func ExampleIsLeapYear() {
+	result1 := IsLeapYear(2000)
+	result2 := IsLeapYear(2001)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// true
+	// false
+}
+
+func ExampleBetweenSeconds() {
+	today := time.Now()
+	tomorrow := AddDay(today, 1)
+	yesterday := AddDay(today, -1)
+
+	result1 := BetweenSeconds(today, tomorrow)
+	result2 := BetweenSeconds(today, yesterday)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// 86400
+	// -86400
+}
+
+func ExampleDayOfYear() {
+	date1 := time.Date(2023, 02, 01, 1, 1, 1, 0, time.Local)
+	result1 := DayOfYear(date1)
+
+	date2 := time.Date(2023, 01, 02, 1, 1, 1, 0, time.Local)
+	result2 := DayOfYear(date2)
+
+	date3 := time.Date(2023, 01, 01, 1, 1, 1, 0, time.Local)
+	result3 := DayOfYear(date3)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// 31
+	// 1
+	// 0
+}
+
+func ExampleIsWeekend() {
+	date1 := time.Date(2023, 06, 03, 0, 0, 0, 0, time.Local)
+	date2 := time.Date(2023, 06, 04, 0, 0, 0, 0, time.Local)
+	date3 := time.Date(2023, 06, 02, 0, 0, 0, 0, time.Local)
+
+	result1 := IsWeekend(date1)
+	result2 := IsWeekend(date2)
+	result3 := IsWeekend(date3)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// true
+	// true
+	// false
+}

datetime/datetime_test.go

@@ -7,7 +7,40 @@ import (
 	"github.com/duke-git/lancet/v2/internal"
 )
 
+func TestAddYear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestAddDay")
+
+	now := time.Now()
+	after2Years := AddYear(now, 1)
+	diff1 := after2Years.Sub(now)
+	assert.Equal(float64(8760), diff1.Hours())
+
+	before2Years := AddYear(now, -1)
+	diff2 := before2Years.Sub(now)
+	assert.Equal(float64(-8760), diff2.Hours())
+}
+
+func TestBetweenSeconds(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBetweenSeconds")
+
+	today := time.Now()
+	tomorrow := AddDay(today, 1)
+	yesterday := AddDay(today, -1)
+
+	result1 := BetweenSeconds(today, tomorrow)
+	result2 := BetweenSeconds(today, yesterday)
+
+	assert.Equal(int64(86400), result1)
+	assert.Equal(int64(-86400), result2)
+}
+
 func TestAddDay(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestAddDay")
 
 	now := time.Now()
@@ -21,6 +54,8 @@ func TestAddDay(t *testing.T) {
 }
 
 func TestAddHour(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestAddHour")
 
 	now := time.Now()
@@ -34,6 +69,8 @@ func TestAddHour(t *testing.T) {
 }
 
 func TestAddMinute(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestAddMinute")
 
 	now := time.Now()
@@ -47,44 +84,77 @@ func TestAddMinute(t *testing.T) {
 }
 
 func TestGetNowDate(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestGetNowDate")
 	expected := time.Now().Format("2006-01-02")
 	assert.Equal(expected, GetNowDate())
 }
 
 func TestGetNowTime(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestGetNowTime")
 	expected := time.Now().Format("15:04:05")
 	assert.Equal(expected, GetNowTime())
 }
 
 func TestGetNowDateTime(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestGetNowDateTime")
 	expected := time.Now().Format("2006-01-02 15:04:05")
 	assert.Equal(expected, GetNowDateTime())
 }
 
+func TestGetTodayStartTime(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestGetTodayStartTime")
+	expected := time.Now().Format("2006-01-02") + " 00:00:00"
+	assert.Equal(expected, GetTodayStartTime())
+}
+
+func TestGetTodayEndTime(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestGetTodayEndTime")
+	expected := time.Now().Format("2006-01-02") + " 23:59:59"
+	assert.Equal(expected, GetTodayEndTime())
+}
+
 func TestFormatTimeToStr(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestFormatTimeToStr")
 
 	datetime, _ := time.Parse("2006-01-02 15:04:05", "2021-01-02 16:04:08")
 	cases := []string{
 		"yyyy-mm-dd hh:mm:ss", "yyyy-mm-dd",
 		"dd-mm-yy hh:mm:ss", "yyyy/mm/dd hh:mm:ss",
-		"hh:mm:ss", "yyyy/mm"}
+		"hh:mm:ss", "yyyy/mm",
+		"yyyy-mm-dd hh",
+	}
 
 	expected := []string{
 		"2021-01-02 16:04:08", "2021-01-02",
 		"02-01-21 16:04:08", "2021/01/02 16:04:08",
-		"16:04:08", "2021/01"}
+		"16:04:08", "2021/01",
+		"2021-01-02 16",
+	}
 
 	for i := 0; i < len(cases); i++ {
 		actual := FormatTimeToStr(datetime, cases[i])
 		assert.Equal(expected[i], actual)
 	}
+
+	ds := FormatTimeToStr(datetime, "yyyy-mm-dd hh:mm:ss", "EST")
+	t.Log(ds)
 }
 
 func TestFormatStrToTime(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestFormatStrToTime")
 
 	formats := []string{
@@ -96,22 +166,28 @@ func TestFormatStrToTime(t *testing.T) {
 		"dd-mm-yy hh:mm:ss", "yyyy/mm/dd hh:mm:ss",
 		"yyyy/mm"}
 
-	datetimeStr := []string{
+	expected := []string{
 		"2021-01-02 16:04:08", "2021-01-02",
 		"02-01-21 16:04:08", "2021/01/02 16:04:08",
 		"2021/01"}
 
 	for i := 0; i < len(cases); i++ {
-		actual, err := FormatStrToTime(datetimeStr[i], cases[i])
+		actual, err := FormatStrToTime(expected[i], cases[i])
 		if err != nil {
 			t.Fatal(err)
 		}
-		expected, _ := time.Parse(formats[i], datetimeStr[i])
+		expected, _ := time.Parse(formats[i], expected[i])
 		assert.Equal(expected, actual)
 	}
+
+	estTime, err := FormatStrToTime("2021-01-02 16:04:08", "yyyy-mm-dd hh:mm:ss", "EST")
+	t.Log(estTime)
+	assert.IsNil(err)
 }
 
 func TestBeginOfMinute(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBeginOfMinute")
 
 	expected := time.Date(2022, 2, 15, 15, 48, 0, 0, time.Local)
@@ -122,6 +198,8 @@ func TestBeginOfMinute(t *testing.T) {
 }
 
 func TestEndOfMinute(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEndOfMinute")
 
 	expected := time.Date(2022, 2, 15, 15, 48, 59, 999999999, time.Local)
@@ -132,6 +210,8 @@ func TestEndOfMinute(t *testing.T) {
 }
 
 func TestBeginOfHour(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBeginOfHour")
 
 	expected := time.Date(2022, 2, 15, 15, 0, 0, 0, time.Local)
@@ -142,6 +222,8 @@ func TestBeginOfHour(t *testing.T) {
 }
 
 func TestEndOfHour(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEndOfHour")
 
 	expected := time.Date(2022, 2, 15, 15, 59, 59, 999999999, time.Local)
@@ -152,6 +234,8 @@ func TestEndOfHour(t *testing.T) {
 }
 
 func TestBeginOfDay(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBeginOfDay")
 
 	expected := time.Date(2022, 2, 15, 0, 0, 0, 0, time.Local)
@@ -162,6 +246,8 @@ func TestBeginOfDay(t *testing.T) {
 }
 
 func TestEndOfDay(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEndOfDay")
 
 	expected := time.Date(2022, 2, 15, 23, 59, 59, 999999999, time.Local)
@@ -172,6 +258,8 @@ func TestEndOfDay(t *testing.T) {
 }
 
 func TestBeginOfWeek(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBeginOfWeek")
 
 	expected := time.Date(2022, 2, 13, 0, 0, 0, 0, time.Local)
@@ -182,6 +270,8 @@ func TestBeginOfWeek(t *testing.T) {
 }
 
 func TestEndOfWeek(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEndOfWeek")
 
 	expected := time.Date(2022, 2, 19, 23, 59, 59, 999999999, time.Local)
@@ -192,6 +282,8 @@ func TestEndOfWeek(t *testing.T) {
 }
 
 func TestBeginOfMonth(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBeginOfMonth")
 
 	expected := time.Date(2022, 2, 1, 0, 0, 0, 0, time.Local)
@@ -202,6 +294,8 @@ func TestBeginOfMonth(t *testing.T) {
 }
 
 func TestEndOfMonth(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEndOfMonth")
 
 	expected := time.Date(2022, 2, 28, 23, 59, 59, 999999999, time.Local)
@@ -212,6 +306,8 @@ func TestEndOfMonth(t *testing.T) {
 }
 
 func TestBeginOfYear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestBeginOfYear")
 
 	expected := time.Date(2022, 1, 1, 0, 0, 0, 0, time.Local)
@@ -222,6 +318,8 @@ func TestBeginOfYear(t *testing.T) {
 }
 
 func TestEndOfYear(t *testing.T) {
+	t.Parallel()
+
 	assert := internal.NewAssert(t, "TestEndOfYear")
 
 	expected := time.Date(2022, 12, 31, 23, 59, 59, 999999999, time.Local)
@@ -230,3 +328,85 @@ func TestEndOfYear(t *testing.T) {
 
 	assert.Equal(expected, actual)
 }
+
+func TestIsLeapYear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfYear")
+
+	result1 := IsLeapYear(2000)
+	result2 := IsLeapYear(2001)
+
+	assert.Equal(true, result1)
+	assert.Equal(false, result2)
+}
+
+func TestDayOfYear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDayOfYear")
+	date1 := time.Date(2023, 02, 01, 1, 1, 1, 0, time.Local)
+	result1 := DayOfYear(date1)
+	assert.Equal(31, result1)
+
+	date2 := time.Date(2023, 01, 02, 1, 1, 1, 0, time.Local)
+	result2 := DayOfYear(date2)
+	assert.Equal(1, result2)
+
+	date3 := time.Date(2023, 01, 01, 1, 1, 1, 0, time.Local)
+	result3 := DayOfYear(date3)
+	assert.Equal(0, result3)
+}
+
+func TestIsWeekend(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIsWeekend")
+
+	date := time.Date(2023, 06, 03, 0, 0, 0, 0, time.Local)
+	result := IsWeekend(date)
+	assert.Equal(true, result)
+
+	date1 := time.Date(2023, 06, 04, 0, 0, 0, 0, time.Local)
+	result1 := IsWeekend(date1)
+	assert.Equal(true, result1)
+
+	date2 := time.Date(2023, 06, 02, 0, 0, 0, 0, time.Local)
+	result2 := IsWeekend(date2)
+	assert.Equal(false, result2)
+}
+
+func TestNowDateOrTime(t *testing.T) {
+	t.Parallel()
+
+	formats := []string{
+		"yyyy-mm-dd hh:mm:ss",
+		"yyyy-mm-dd",
+		"dd-mm-yy hh:mm:ss",
+		"yyyy/mm/dd hh:mm:ss",
+		"hh:mm:ss",
+		"yyyy/mm",
+		"yyyy-mm-dd hh",
+	}
+
+	for i := 0; i < len(formats); i++ {
+		result := NowDateOrTime(formats[i], "UTC")
+		t.Log(result)
+	}
+}
+
+func TestTimestamp(t *testing.T) {
+	t.Parallel()
+
+	ts1 := Timestamp()
+	t.Log(ts1)
+
+	ts2 := TimestampMilli()
+	t.Log(ts2)
+
+	ts3 := TimestampMicro()
+	t.Log(ts3)
+
+	ts4 := TimestampNano()
+	t.Log(ts4)
+}

docs/.vitepress/common.ts

@@ -0,0 +1,89 @@
+import { defineConfig, HeadConfig } from 'vitepress'
+
+export const META_IMAGE = '/lancet_logo.png'
+export const isProduction = process.env.NETLIFY && process.env.CONTEXT === 'production'
+
+if (process.env.NETLIFY) {
+    console.log('Netlify build', process.env.CONTEXT)
+}
+
+const productionHead: HeadConfig[] = [
+    [
+        'script',
+        {
+            src: 'https://unpkg.com/thesemetrics@latest',
+            async: '',
+            type: 'text/javascript',
+        },
+    ],
+]
+
+const rControl = /[\u0000-\u001f]/g
+const rSpecial = /[\s~`!@#$%^&*()\-_+=[\]{}|\\;:"'“”‘’<>,.?/]+/g
+const rCombining = /[\u0300-\u036F]/g
+
+/**
+ * Default slugification function
+ */
+export const slugify = (str: string): string =>
+    str
+        .normalize('NFKD')
+        // Remove accents
+        .replace(rCombining, '')
+        // Remove control characters
+        .replace(rControl, '')
+        // Replace special characters
+        .replace(rSpecial, '-')
+        // ensure it doesn't start with a number
+        .replace(/^(\d)/, '_$1')
+
+export const commonConfig = defineConfig({
+    title: 'Lancet',
+    appearance: true,
+
+    markdown: {
+        theme: {
+            dark: 'dracula-soft',
+            light: 'vitesse-light',
+        },
+
+        attrs: {
+            leftDelimiter: '%{',
+            rightDelimiter: '}%',
+        },
+
+        anchor: {
+            slugify,
+        },
+    },
+
+    head: [
+        // ['link', { rel: 'icon', type: 'image/svg+xml', href: '/logo.svg' }],
+        ['link', { rel: 'icon', type: 'image/png', href: '/lancet_logo_mini.png' }],
+        ['meta', { name: 'theme-color', content: '#5f67ee' }],
+        ['meta', { name: 'og:type', content: 'website' }],
+        ['meta', { name: 'og:locale', content: 'zh' }],
+
+        ...(isProduction ? productionHead : []),
+    ],
+
+    themeConfig: {
+        logo: { src: '/lancet_logo_mini.png', width: 24, height: 24 },
+        outline: [2, 3],
+
+        search: {
+            provider: 'local',
+        },
+        socialLinks: [
+            {
+                icon: 'github',
+                link: 'https://github.com/duke-git/lancet',
+            },
+        ],
+
+        footer: {
+            copyright: 'Copyright © 2023-present Duke Du',
+            message: '备案号: 京ICP备2023022770号',
+        },
+    },
+})

docs/.vitepress/config.mts

@@ -0,0 +1,14 @@
+import { defineConfig } from 'vitepress'
+import { commonConfig } from './common'
+import { zhConfig } from './zh'
+import { enConfig } from './en'
+
+// https://vitepress.dev/reference/site-config
+export default defineConfig({
+    ...commonConfig,
+
+    locales: {
+        root: { label: '简体中文', lang: 'zh-CN', link: '/', ...zhConfig },
+        en: { label: 'English', lang: 'en-US', link: '/en/', ...enConfig },
+    },
+})

docs/.vitepress/en.ts

@@ -0,0 +1,139 @@
+import type { DefaultTheme, LocaleSpecificConfig } from 'vitepress'
+
+export const META_URL = 'https://www.golancet.cn/en/'
+export const META_TITLE = 'Lancet'
+export const META_DESCRIPTION = 'A powerful util function library of Go'
+
+export const enConfig: LocaleSpecificConfig<DefaultTheme.Config> = {
+    description: META_DESCRIPTION,
+
+    head: [
+        ['meta', { property: 'og:url', content: META_URL }],
+        ['meta', { property: 'og:description', content: META_DESCRIPTION }],
+    ],
+
+    themeConfig: {
+        editLink: {
+            pattern: 'https://github.com/duke-git/lancet/edit/v2/docs/:path',
+            text: 'Suggest changes to this page',
+        },
+        nav: [
+            {
+                text: 'Home',
+                link: '/en/',
+                activeMatch: '^/en/',
+            },
+            {
+                text: 'Guide',
+                link: '/en/guide/introduction',
+                activeMatch: '^/en/guide/',
+            },
+            { text: 'API', link: '/en/api/overview', activeMatch: '^/en/api/' },
+            {
+                text: 'Links',
+                items: [
+                    {
+                        text: 'Discussion',
+                        link: 'https://github.com/duke-git/lancet/discussions',
+                    },
+                    {
+                        text: 'Changelog',
+                        link: 'https://github.com/duke-git/lancet/releases',
+                    },
+                    {
+                        text: 'Contribution',
+                        link: 'https://github.com/duke-git/lancet/blob/main/CONTRIBUTING.en-US.md',
+                    },
+                ],
+            },
+        ],
+
+        sidebar: {
+            '/en/guide/': [
+                {
+                    text: 'Introduction',
+                    collapsed: false,
+                    items: [
+                        {
+                            text: 'What is Lancet？',
+                            link: '/en/guide/introduction',
+                        },
+                        {
+                            text: 'Getting started',
+                            link: '/en/guide/getting_started',
+                        },
+                    ],
+                },
+                {
+                    text: 'Contribute Code',
+                    collapsed: false,
+                    items: [
+                        {
+                            text: 'Contribution guide',
+                            link: '/en/guide/contribution_guide',
+                        },
+                        {
+                            text: 'Contributors',
+                            link: '/en/guide/contributors',
+                        },
+                    ],
+                },
+                {
+                    text: 'API Reference',
+                    link: '/en/api/overview'
+                },
+            ],
+            '/en/api/': [
+                {
+                    text: 'Overview',
+                    items: [{ text: 'API overview', link: '/en/api/overview' }],
+                },
+                {
+                    text: 'Packages',
+                    collapsed: false,
+                    items: [
+                        { text: 'algorithm', link: '/en/api/packages/algorithm' },
+                        { text: 'compare', link: '/en/api/packages/compare' },
+                        { text: 'concurrency', link: '/en/api/packages/concurrency' },
+                        { text: 'condition', link: '/en/api/packages/condition' },
+                        { text: 'convertor', link: '/en/api/packages/convertor' },
+                        { text: 'cryptor', link: '/en/api/packages/cryptor' },
+                        {
+                            text: 'datastructure',
+                            collapsed: true,
+                            items: [
+                                { text: 'list', link: '/en/api/packages/datastructure/list' },
+                                { text: 'safelist', link: '/en/api/packages/datastructure/copyonwritelist' },
+                                { text: 'link', link: '/en/api/packages/datastructure/link' },
+                                { text: 'stack', link: '/en/api/packages/datastructure/stack' },
+                                { text: 'queue', link: '/en/api/packages/datastructure/queue' },
+                                { text: 'heap', link: '/en/api/packages/datastructure/heap' },
+                                { text: 'tree', link: '/en/api/packages/datastructure/tree' },
+                                { text: 'set', link: '/en/api/packages/datastructure/set' },
+                                { text: 'hashmap', link: '/en/api/packages/datastructure/hashmap' },
+                            ],
+                        },
+                        { text: 'datetime', link: '/en/api/packages/datetime' },
+                        { text: 'fileutil', link: '/en/api/packages/fileutil' },
+                        { text: 'formatter', link: '/en/api/packages/formatter' },
+                        { text: 'function', link: '/en/api/packages/function' },
+                        { text: 'mathutil', link: '/en/api/packages/mathutil' },
+                        { text: 'maputil', link: '/en/api/packages/maputil' },
+                        { text: 'netutil', link: '/en/api/packages/netutil' },
+                        { text: 'pointer', link: '/en/api/packages/pointer' },
+                        { text: 'random', link: '/en/api/packages/random' },
+                        { text: 'retry', link: '/en/api/packages/retry' },
+                        { text: 'slice', link: '/en/api/packages/slice' },
+                        { text: 'stream', link: '/en/api/packages/stream' },
+                        { text: 'struct', link: '/en/api/packages/struct' },
+                        { text: 'strutil', link: '/en/api/packages/strutil' },
+                        { text: 'system', link: '/en/api/packages/system' },
+                        { text: 'tuple', link: '/en/api/packages/tuple' },
+                        { text: 'validator', link: '/en/api/packages/validator' },
+                        { text: 'xerror', link: '/en/api/packages/xerror' },
+                    ],
+                },
+            ],
+        },
+    },
+}

docs/.vitepress/zh.ts

@@ -0,0 +1,152 @@
+import type { DefaultTheme, LocaleSpecificConfig } from 'vitepress'
+
+export const META_URL = 'https://www.golancet.cn'
+export const META_TITLE = 'Lancet'
+export const META_DESCRIPTION = '一个强大的Go语言工具函数库'
+
+export const zhConfig: LocaleSpecificConfig<DefaultTheme.Config> = {
+    description: META_DESCRIPTION,
+
+    head: [
+        ['meta', { property: 'og:url', content: META_URL }],
+        ['meta', { property: 'og:description', content: META_DESCRIPTION }],
+    ],
+
+    themeConfig: {
+        editLink: {
+            pattern: 'https://github.com/duke-git/lancet/edit/v2/docs/:path',
+            text: '对本页提出修改建议',
+        },
+        outline: {
+            label: '本页内容',
+        },
+
+        docFooter: {
+            prev: '上一页',
+            next: '下一页',
+        },
+
+        nav: [
+            {
+                text: '首页',
+                link: '/',
+                activeMatch: '^/',
+            },
+            {
+                text: '指南',
+                link: '/guide/introduction',
+                activeMatch: '^/guide/',
+            },
+            { text: 'API', link: '/api/overview', activeMatch: '^/api/' },
+            {
+                text: '相关链接',
+                items: [
+                    {
+                        text: '论坛',
+                        link: 'https://github.com/duke-git/lancet/discussions',
+                    },
+                    {
+                        text: '更新日志',
+                        link: 'https://github.com/duke-git/lancet/releases',
+                    },
+                    {
+                        text: '参与贡献',
+                        link: 'https://github.com/duke-git/lancet/blob/main/CONTRIBUTING.zh-CN.md',
+                    },
+                ],
+            },
+        ],
+
+        sidebar: {
+            '/guide/': [
+                {
+                    text: '介绍',
+                    collapsed: false,
+                    items: [
+                        {
+                            text: 'Lancet是什么？',
+                            link: '/guide/introduction',
+                        },
+                        {
+                            text: '开始',
+                            link: '/guide/getting_started',
+                        },
+                    ],
+                },
+                {
+                    text: '贡献代码',
+                    collapsed: false,
+                    items: [
+                        {
+                            text: '贡献指南',
+                            link: '/guide/contribution_guide',
+                        },
+                        {
+                            text: '贡献者',
+                            link: '/guide/contributors',
+                        },
+                    ],
+                },
+                {
+                    text: 'API手册',
+                    link: '/api/overview'
+                },
+            ],
+
+            '/api/': [
+                {
+                    text: '概览',
+                    items: [{ text: 'API概述', link: '/api/overview' }],
+                },
+                {
+                    text: 'API文档',
+                    collapsed: false,
+                    items: [
+                        { text: '算法', link: '/api/packages/algorithm' },
+                        { text: '比较器', link: '/api/packages/compare' },
+                        { text: '并发处理', link: '/api/packages/concurrency' },
+                        { text: '条件判断', link: '/api/packages/condition' },
+                        { text: '类型转换', link: '/api/packages/convertor' },
+                        { text: '加密&解密', link: '/api/packages/cryptor' },
+                        {
+                            text: '数据结构',
+                            collapsed: true,
+                            items: [
+                                { text: '线性表', link: '/api/packages/datastructure/list' },
+                                {
+                                    text: '线性表(线程安全)',
+                                    link: '/api/packages/datastructure/copyonwritelist',
+                                },
+                                { text: '链表', link: '/api/packages/datastructure/link' },
+                                { text: '栈', link: '/api/packages/datastructure/stack' },
+                                { text: '队列', link: '/api/packages/datastructure/queue' },
+                                { text: '堆', link: '/api/packages/datastructure/heap' },
+                                { text: '树', link: '/api/packages/datastructure/tree' },
+                                { text: '集合', link: '/api/packages/datastructure/set' },
+                                { text: 'HashMap', link: '/api/packages/datastructure/hashmap' },
+                            ],
+                        },
+                        { text: '日期&时间', link: '/api/packages/datetime' },
+                        { text: '文件', link: '/api/packages/fileutil' },
+                        { text: '格式化工具', link: '/api/packages/formatter' },
+                        { text: '函数', link: '/api/packages/function' },
+                        { text: '数学工具', link: '/api/packages/mathutil' },
+                        { text: 'Map', link: '/api/packages/maputil' },
+                        { text: '网络', link: '/api/packages/netutil' },
+                        { text: '指针', link: '/api/packages/pointer' },
+                        { text: '随机数', link: '/api/packages/random' },
+                        { text: '重试', link: '/api/packages/retry' },
+                        { text: '切片', link: '/api/packages/slice' },
+                        { text: '流', link: '/api/packages/stream' },
+                        { text: '结构体', link: '/api/packages/struct' },
+                        { text: '字符串', link: '/api/packages/strutil' },
+                        { text: '系统', link: '/api/packages/system' },
+                        { text: '元组', link: '/api/packages/tuple' },
+                        { text: '验证器', link: '/api/packages/validator' },
+                        { text: '错误处理', link: '/api/packages/xerror' },
+                    ],
+                },
+            ],
+        },
+    },
+}

docs/algorithm.md

@@ -1,601 +0,0 @@
-# Algorithm
-Package algorithm implements some basic algorithm. eg. sort, search.
-
-<div STYLE="page-break-after: always;"></div>
-
-## Source
-
-- [https://github.com/duke-git/lancet/blob/main/algorithm/sort.go](https://github.com/duke-git/lancet/blob/main/algorithm/sort.go)
-- [https://github.com/duke-git/lancet/blob/main/algorithm/search.go](https://github.com/duke-git/lancet/blob/main/algorithm/search.go)
-- [https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go](https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go)
-
-<div STYLE="page-break-after: always;"></div>
-
-## Usage
-```go
-import (
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-```
-
-<div STYLE="page-break-after: always;"></div>
-
-## Index
-
-- [BubbleSort](#BubbleSort)
-- [InsertionSort](#InsertionSort)
-- [SelectionSort](#SelectionSort)
-- [ShellSort](#ShellSort)
-- [QuickSort](#QuickSort)
-- [HeapSort](#HeapSort)
-- [MergeSort](#MergeSort)
-- [CountSort](#CountSort)
-- [BinarySearch](#BinarySearch)
-- [BinaryIterativeSearch](#BinaryIterativeSearch)
-- [LinearSearch](#LinearSearch)
-- [LRUCache](#LRUCache)
-
-
-<div STYLE="page-break-after: always;"></div>
-
-## Documentation
-
-
-
-### <span id="BubbleSort">BubbleSort</span>
-<p>Sort slice with bubble sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func BubbleSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.BubbleSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="InsertionSort">InsertionSort</span>
-<p>Sort slice with insertion sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func InsertionSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    type people struct {
-        Name string
-        Age  int
-    }
-
-    // PeopleAageComparator sort people slice by age field
-    type peopleAgeComparator struct{}
-
-    // Compare implements github.com/duke-git/lancet/lancetconstraints/constraints.go/Comparator
-    func (pc *peopleAgeComparator) Compare(v1 any, v2 any) int {
-        p1, _ := v1.(people)
-        p2, _ := v2.(people)
-
-        //ascending order
-        if p1.Age < p2.Age {
-            return -1
-        } else if p1.Age > p2.Age {
-            return 1
-        }
-        return 0
-
-        //decending order
-        // if p1.Age > p2.Age {
-        // 	return -1
-        // } else if p1.Age < p2.Age {
-        // 	return 1
-        // }
-    }
-
-    var peoples = []people{
-        {Name: "a", Age: 20},
-        {Name: "b", Age: 10},
-        {Name: "c", Age: 17},
-        {Name: "d", Age: 8},
-        {Name: "e", Age: 28},
-    }
-    comparator := &peopleAgeComparator{}
-    algorithm.InsertionSort(peoples, comparator)
-
-    fmt.Println(peoples) //[{d 8} {b 10} {c 17} {a 20} {e 28}]
-}
-```
-
-
-
-
-### <span id="SelectionSort">SelectionSort</span>
-<p>Sort slice with selection sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func SelectionSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.SelectionSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="ShellSort">ShellSort</span>
-<p>Sort slice with shell sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func ShellSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.ShellSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="QuickSort">QuickSort</span>
-<p>Sort slice with quick sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func QuickSort[T any](slice []T comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.QuickSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="HeapSort">HeapSort</span>
-<p>Sort slice with heap sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func HeapSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.HeapSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="MergeSort">MergeSort</span>
-<p>Sort slice with merge sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func MergeSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.MergeSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-### <span id="CountSort">CountSort</span>
-<p>Sort slice with count sort algorithm. Param comparator should implements lancetconstraints.Comparator.</p>
-
-<b>Signature:</b>
-
-```go
-func CountSort[T any](slice []T, comparator lancetconstraints.Comparator) []T
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    sortedSlice := algorithm.CountSort(intSlice, comparator)
-
-    fmt.Println(sortedSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="BinarySearch">BinarySearch</span>
-<p>BinarySearch search for target within a sorted slice, recursive call itself. If a target is found, the index of the target is returned. Else the function return -1.</p>
-
-<b>Signature:</b>
-
-```go
-func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    var sortedNumbers = []int{1, 2, 3, 4, 5, 6, 7, 8}
-    comparator := &intComparator{}
-    foundIndex := algorithm.BinarySearch(sortedNumbers, 5, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(foundIndex) //4
-
-    notFoundIndex := algorithm.BinarySearch(sortedNumbers, 9, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(notFoundIndex) //-1
-}
-```
-
-
-
-### <span id="BinaryIterativeSearch">BinaryIterativeSearch</span>
-<p>BinaryIterativeSearch search for target within a sorted slice, recursive call itself. If a target is found, the index of the target is returned. Else the function return -1.</p>
-
-<b>Signature:</b>
-
-```go
-func BinaryIterativeSearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    var sortedNumbers = []int{1, 2, 3, 4, 5, 6, 7, 8}
-    comparator := &intComparator{}
-    foundIndex := algorithm.BinaryIterativeSearch(sortedNumbers, 5, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(foundIndex) //4
-
-    notFoundIndex := algorithm.BinaryIterativeSearch(sortedNumbers, 9, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(notFoundIndex) //-1
-}
-```
-
-
-
-
-### <span id="LinearSearch">LinearSearch</span>
-<p>LinearSearch Simple linear search algorithm that iterates over all elements of an slice. If a target is found, the index of the target is returned. Else the function return -1.</p>
-
-<b>Signature:</b>
-
-```go
-func LinearSearch[T any](slice []T, target T, comparator lancetconstraints.Comparator) int
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    foundIndex := algorithm.LinearSearch(intSlice, 5, comparator)
-    fmt.Println(foundIndex) //2
-
-    notFoundIndex := algorithm.LinearSearch(sortedNumbers, 0, comparator)
-    fmt.Println(notFoundIndex) //-1
-}
-```
-
-
-
-
-### <span id="LRUCache">LRUCache</span>
-<p>LRUCache implements mem cache with lru.</p>
-
-<b>Signature:</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>Example:</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)
-    cache.Put(3, 3)
-
-    fmt.Println(cache.Len()) // 3
-
-    v, ok := cache.Get(1)
-    fmt.Println(v, ok) // 1 true
-
-    ok = cache.Delete(1)
-    fmt.Println(ok) // true
-}
-```

docs/algorithm_zh-CN.md

@@ -1,601 +0,0 @@
-# Algorithm
-algorithm算法包实现一些基本算法，sort，search，lrucache。
-
-<div STYLE="page-break-after: always;"></div>
-
-## 源码
-
-- [https://github.com/duke-git/lancet/blob/main/algorithm/sort.go](https://github.com/duke-git/lancet/blob/main/algorithm/sort.go)
-- [https://github.com/duke-git/lancet/blob/main/algorithm/search.go](https://github.com/duke-git/lancet/blob/main/algorithm/search.go)
-- [https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go](https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go)
-
-<div STYLE="page-break-after: always;"></div>
-
-## 用法
-```go
-import (
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-```
-
-<div STYLE="page-break-after: always;"></div>
-
-## 目录
-
-- [BubbleSort](#BubbleSort)
-- [InsertionSort](#InsertionSort)
-- [SelectionSort](#SelectionSort)
-- [ShellSort](#ShellSort)
-- [QuickSort](#QuickSort)
-- [HeapSort](#HeapSort)
-- [MergeSort](#MergeSort)
-- [CountSort](#CountSort)
-- [BinarySearch](#BinarySearch)
-- [BinaryIterativeSearch](#BinaryIterativeSearch)
-- [LinearSearch](#LinearSearch)
-- [LRUCache](#LRUCache)
-
-
-<div STYLE="page-break-after: always;"></div>
-
-## 文档
-
-
-
-### <span id="BubbleSort">BubbleSort</span>
-<p>冒泡排序，参数comparator需要实现包lancetconstraints.Comparator</p>
-
-<b>函数签名:</b>
-
-```go
-func BubbleSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.BubbleSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="InsertionSort">InsertionSort</span>
-<p>插入排序，参数comparator需要实现包lancetconstraints.Comparator</p>
-
-<b>函数签名:</b>
-
-```go
-func InsertionSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    type people struct {
-        Name string
-        Age  int
-    }
-
-    // PeopleAageComparator sort people slice by age field
-    type peopleAgeComparator struct{}
-
-    // Compare implements github.com/duke-git/lancet/lancetconstraints/constraints.go/Comparator
-    func (pc *peopleAgeComparator) Compare(v1 any, v2 any) int {
-        p1, _ := v1.(people)
-        p2, _ := v2.(people)
-
-        //ascending order
-        if p1.Age < p2.Age {
-            return -1
-        } else if p1.Age > p2.Age {
-            return 1
-        }
-        return 0
-
-        //decending order
-        // if p1.Age > p2.Age {
-        // 	return -1
-        // } else if p1.Age < p2.Age {
-        // 	return 1
-        // }
-    }
-
-    var peoples = []people{
-        {Name: "a", Age: 20},
-        {Name: "b", Age: 10},
-        {Name: "c", Age: 17},
-        {Name: "d", Age: 8},
-        {Name: "e", Age: 28},
-    }
-    comparator := &peopleAgeComparator{}
-    algorithm.InsertionSort(peoples, comparator)
-
-    fmt.Println(intSlice) //[{d 8} {b 10} {c 17} {a 20} {e 28}]
-}
-```
-
-
-
-
-### <span id="SelectionSort">SelectionSort</span>
-<p>选择排序，参数comparator需要实现包lancetconstraints.Comparator</p>
-
-<b>函数签名:</b>
-
-```go
-func SelectionSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.SelectionSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="ShellSort">ShellSort</span>
-<p>希尔排序，参数comparator需要实现包lancetconstraints.Comparator</p>
-
-<b>函数签名:</b>
-
-```go
-func ShellSort[T any](slice []T, comparator lancetconstraints.Comparator)
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.ShellSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <span id="QuickSort">QuickSort</span>
-<p>快速排序，参数comparator需要实现包lancetconstraints.Comparator</p>
-
-<b>函数签名:</b>
-
-```go
-func QuickSort[T any](slice []T, comparator lancetconstraints.Comparator) []T
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.QuickSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{1, 2, 3, 4, 5, 6}
-}
-```
-
-
-
-
-### <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
-func HeapSort[T any](slice []T, comparator lancetconstraints.Comparator) []T
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.HeapSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{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>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    algorithm.MergeSort(intSlice, comparator)
-
-    fmt.Println(intSlice) //[]int{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>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    sortedSlice := algorithm.CountSort(intSlice, comparator)
-
-    fmt.Println(sortedSlice) //[]int{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>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    var sortedNumbers = []int{1, 2, 3, 4, 5, 6, 7, 8}
-    comparator := &intComparator{}
-    foundIndex := algorithm.BinarySearch(sortedNumbers, 5, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(foundIndex) //4
-
-    notFoundIndex := algorithm.BinarySearch(sortedNumbers, 9, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(notFoundIndex) //-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>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    var sortedNumbers = []int{1, 2, 3, 4, 5, 6, 7, 8}
-    comparator := &intComparator{}
-    foundIndex := algorithm.BinaryIterativeSearch(sortedNumbers, 5, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(foundIndex) //4
-
-    notFoundIndex := algorithm.BinaryIterativeSearch(sortedNumbers, 9, 0, len(sortedNumbers)-1, comparator)
-    fmt.Println(notFoundIndex) //-1
-}
-```
-
-
-
-
-### <span id="LinearSearch">LinearSearch</span>
-<p>线性查找，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 LinearSearch[T any](slice []T, target T, comparator lancetconstraints.Comparator) int
-```
-<b>Example:</b>
-
-```go
-package main
-
-import (
-    "fmt"
-    "github.com/duke-git/lancet/v2/algorithm"
-)
-
-func main() {
-    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
-    }
-
-    intSlice := []int{2, 1, 5, 3, 6, 4}
-    comparator := &intComparator{}
-    foundIndex := algorithm.LinearSearch(intSlice, 5, comparator)
-    fmt.Println(foundIndex) //2
-
-    notFoundIndex := algorithm.LinearSearch(sortedNumbers, 0, comparator)
-    fmt.Println(notFoundIndex) //-1
-}
-```
-
-
-
-
-### <span id="LRUCache">LRUCache</span>
-<p>lru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>Example:</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)
-    cache.Put(3, 3)
-
-    fmt.Println(cache.Len()) // 3
-
-    v, ok := cache.Get(1)
-    fmt.Println(v, ok) // 1 true
-
-    ok = cache.Delete(1)
-    fmt.Println(ok) // true
-}
-```

docs/api/overview.md

@@ -0,0 +1,69 @@
+---
+outline: deep
+---
+
+# API概述
+
+<b>lancet（柳叶刀）是一个功能强大、全面、高效、可复用的go语言工具函数库。包含25个包，超过600个工具函数。功能涵盖字符串处理、切片处理、网络、并发、加解密、文件处理、时间/日期、流处理、迭代器等等。</b>
+
+
+<style>
+.package-title {
+    color: black;
+    font-size: 18px;
+    text-align: center;
+    font-weight: bold;
+}
+.package-container {
+    font-size: 16px;
+    border: 1px dashed;
+    padding: 10px;
+    text-align: center;
+}
+
+.package-cell {
+    height: 40px;
+    width: 140px;
+    display: inline-block;
+    vertical-align: middle;
+    line-height: 40px;
+    background: #10b981;
+    border: 1px solid;
+    margin-right: 10px;
+    margin-bottom: 10px;
+    border-radius: 6px;
+    font-weight: bold;
+}
+</style>
+
+<div>
+    <p class="package-title">lancet功能模块</p>
+    <div class="package-container">
+        <div class="package-cell">algorithm</div>
+        <div class="package-cell">compare</div>
+        <div class="package-cell">concurrency</div>
+        <div class="package-cell">condition</div>
+        <div class="package-cell">convertor</div>
+        <div class="package-cell">cryptor</div>
+        <div class="package-cell">datastructure</div>
+        <div class="package-cell">datetime</div>
+        <div class="package-cell">fileutil</div>
+        <div class="package-cell">formatter</div>
+        <div class="package-cell">function</div>
+        <div class="package-cell">iterator</div>
+        <div class="package-cell">maputil</div>
+        <div class="package-cell">mathutil</div>
+        <div class="package-cell">netutil</div>
+        <div class="package-cell">pointer</div>
+        <div class="package-cell">random</div>
+        <div class="package-cell">retry</div>
+        <div class="package-cell">slice</div>
+        <div class="package-cell">stream</div>
+        <div class="package-cell">structs</div>
+        <div class="package-cell">strutil</div>
+        <div class="package-cell">system</div>
+        <div class="package-cell">tuple</div>
+        <div class="package-cell">validator</div>
+        <div class="package-cell">xerror</div>
+    </div>
+</div>

docs/api/packages/algorithm.md

@@ -0,0 +1,636 @@
+# Algorithm
+
+algorithm 算法包实现一些基本算法，sort，search，lrucache。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码
+
+-   [https://github.com/duke-git/lancet/blob/main/algorithm/sort.go](https://github.com/duke-git/lancet/blob/main/algorithm/sort.go)
+-   [https://github.com/duke-git/lancet/blob/main/algorithm/search.go](https://github.com/duke-git/lancet/blob/main/algorithm/search.go)
+-   [https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go](https://github.com/duke-git/lancet/blob/main/algorithm/lru_cache.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/algorithm"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [BubbleSort](#BubbleSort)
+-   [InsertionSort](#InsertionSort)
+-   [SelectionSort](#SelectionSort)
+-   [ShellSort](#ShellSort)
+-   [QuickSort](#QuickSort)
+-   [HeapSort](#HeapSort)
+-   [MergeSort](#MergeSort)
+-   [CountSort](#CountSort)
+-   [BinarySearch](#BinarySearch)
+-   [BinaryIterativeSearch](#BinaryIterativeSearch)
+-   [LinearSearch](#LinearSearch)
+-   [LRUCache](#LRUCache)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="BubbleSort">BubbleSort</span>
+
+<p>冒泡排序，参数comparator需要实现包constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func BubbleSort[T any](slice []T, comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/GNdv7Jg2Taj)</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.BubbleSort(numbers, comparator)
+
+    fmt.Println(numbers)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="InsertionSort">InsertionSort</span>
+
+<p>插入排序，参数comparator需要实现包constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func InsertionSort[T any](slice []T, comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/G5LJiWgJJW6)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/algorithm"
+)
+
+type people struct {
+    Name string
+    Age  int
+}
+
+// PeopleAageComparator sort people slice by age field
+type peopleAgeComparator struct{}
+
+// Compare implements github.com/duke-git/lancet/constraints/constraints.go/Comparator
+func (pc *peopleAgeComparator) Compare(v1 any, v2 any) int {
+    p1, _ := v1.(people)
+    p2, _ := v2.(people)
+
+    //ascending order
+    if p1.Age < p2.Age {
+        return -1
+    } else if p1.Age > p2.Age {
+        return 1
+    }
+
+    return 0
+}
+
+func main() {
+    peoples := []people{
+        {Name: "a", Age: 20},
+        {Name: "b", Age: 10},
+        {Name: "c", Age: 17},
+        {Name: "d", Age: 8},
+        {Name: "e", Age: 28},
+    }
+
+    comparator := &peopleAgeComparator{}
+
+    algorithm.InsertionSort(peoples, comparator)
+
+    fmt.Println(peoples)
+
+    // Output:
+    // [{d 8} {b 10} {c 17} {a 20} {e 28}]
+}
+```
+
+### <span id="SelectionSort">SelectionSort</span>
+
+<p>选择排序，参数comparator需要实现包constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func SelectionSort[T any](slice []T, comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/oXovbkekayS)</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.SelectionSort(numbers, comparator)
+
+    fmt.Println(numbers)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="ShellSort">ShellSort</span>
+
+<p>希尔排序，参数comparator需要实现包constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func ShellSort[T any](slice []T, comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/3ibkszpJEu3)</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.ShellSort(numbers, comparator)
+
+    fmt.Println(numbers)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="QuickSort">QuickSort</span>
+
+<p>快速排序，参数comparator需要实现包constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func QuickSort[T any](slice []T comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/7Y7c1Elk3ax)</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.QuickSort(numbers, comparator)
+
+    fmt.Println(numbers)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="HeapSort">HeapSort</span>
+
+<p>堆排序，参数comparator需要实现包constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func HeapSort[T any](slice []T, comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/u6Iwa1VZS_f)</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.HeapSort(numbers, comparator)
+
+    fmt.Println(numbers)
+
+    // 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constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func MergeSort[T any](slice []T, comparator constraints.Comparator)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[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constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func CountSort[T any](slice []T, comparator constraints.Comparator) []T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[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constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator constraints.Comparator) int
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[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constraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func BinaryIterativeSearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator constraints.Comparator) int
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[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="float:right;display:inline-block;">[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="float:right;display:inline-block;">[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
+}
+```

docs/api/packages/compare.md

@@ -0,0 +1,375 @@
+# Compare
+
+compare包提供几个轻量级的类型比较函数。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/compare/compare.go](https://github.com/duke-git/lancet/blob/main/compare/compare.go)
+
+-   [https://github.com/duke-git/lancet/blob/main/compare/compare_internal.go](https://github.com/duke-git/lancet/blob/main/compare/compare_internal.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/condition"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [Equal](#Equal)
+-   [EqualValue](#EqualValue)
+-   [LessThan](#LessThan)
+-   [GreaterThan](#GreaterThan)
+-   [LessOrEqual](#LessOrEqual)
+-   [GreaterOrEqual](#GreaterOrEqual)
+-   [InDelta](#InDelta)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="Equal">Equal</span>
+
+<p>检查两个值是否相等(检查类型和值)</p>
+
+<b>函数签名:</b>
+
+```go
+func Equal(left, right any) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/wmVxR-to4lz)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := compare.Equal(1, 1)
+    result2 := compare.Equal("1", "1")
+    result3 := compare.Equal([]int{1, 2, 3}, []int{1, 2, 3})
+    result4 := compare.Equal(map[int]string{1: "a", 2: "b"}, map[int]string{1: "a", 2: "b"})
+
+    result5 := compare.Equal(1, "1")
+    result6 := compare.Equal(1, int64(1))
+    result7 := compare.Equal([]int{1, 2}, []int{1, 2, 3})
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+    fmt.Println(result7)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+    // false
+    // false
+}
+```
+
+### <span id="EqualValue">EqualValue</span>
+
+<p>检查两个值是否相等(只检查值)</p>
+
+<b>函数签名:</b>
+
+```go
+func EqualValue(left, right any) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/fxnna_LLD9u)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := compare.EqualValue(1, 1)
+    result2 := compare.EqualValue(int(1), int64(1))
+    result3 := compare.EqualValue(1, "1")
+    result4 := compare.EqualValue(1, "2")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // true
+    // true
+    // true
+    // false
+}
+```
+
+### <span id="LessThan">LessThan</span>
+
+<p>验证参数`left`的值是否小于参数`right`的值。</p>
+
+<b>函数签名:</b>
+
+```go
+func LessThan(left, right any) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/cYh7FQQj0ne)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := compare.LessThan(1, 2)
+    result2 := compare.LessThan(1.1, 2.2)
+    result3 := compare.LessThan("a", "b")
+
+    time1 := time.Now()
+    time2 := time1.Add(time.Second)
+    result4 := compare.LessThan(time1, time2)
+
+    result5 := compare.LessThan(2, 1)
+    result6 := compare.LessThan(1, int64(2))
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+    // false
+}
+```
+
+### <span id="GreaterThan">GreaterThan</span>
+
+<p>验证参数`left`的值是否大于参数`right`的值。</p>
+
+<b>函数签名:</b>
+
+```go
+func GreaterThan(left, right any) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/9-NYDFZmIMp)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := compare.GreaterThan(2, 1)
+    result2 := compare.GreaterThan(2.2, 1.1)
+    result3 := compare.GreaterThan("b", "a")
+
+    time1 := time.Now()
+    time2 := time1.Add(time.Second)
+    result4 := compare.GreaterThan(time2, time1)
+
+    result5 := compare.GreaterThan(1, 2)
+    result6 := compare.GreaterThan(int64(2), 1)
+    result7 := compare.GreaterThan("b", "c")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+    fmt.Println(result7)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+    // false
+    // false
+}
+```
+
+### <span id="LessOrEqual">LessOrEqual</span>
+
+<p>验证参数`left`的值是否小于或等于参数`right`的值。</p>
+
+<b>函数签名:</b>
+
+```go
+func LessOrEqual(left, right any) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/e4T_scwoQzp)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := compare.LessOrEqual(1, 1)
+    result2 := compare.LessOrEqual(1.1, 2.2)
+    result3 := compare.LessOrEqual("a", "b")
+
+    time1 := time.Now()
+    time2 := time1.Add(time.Second)
+    result4 := compare.LessOrEqual(time1, time2)
+
+    result5 := compare.LessOrEqual(2, 1)
+    result6 := compare.LessOrEqual(1, int64(2))
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+    // false
+}
+```
+
+### <span id="GreaterOrEqual">GreaterOrEqual</span>
+
+<p>验证参数`left`的值是否大于或参数`right`的值。</p>
+
+<b>函数签名:</b>
+
+```go
+func GreaterOrEqual(left, right any) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/vx8mP0U8DFk)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := compare.GreaterOrEqual(1, 1)
+    result2 := compare.GreaterOrEqual(2.2, 1.1)
+    result3 := compare.GreaterOrEqual("b", "b")
+
+    time1 := time.Now()
+    time2 := time1.Add(time.Second)
+    result4 := compare.GreaterOrEqual(time2, time1)
+
+    result5 := compare.GreaterOrEqual(1, 2)
+    result6 := compare.GreaterOrEqual(int64(2), 1)
+    result7 := compare.GreaterOrEqual("b", "c")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+    fmt.Println(result7)
+
+    // Output:
+    // true
+    // true
+    // true
+    // true
+    // false
+    // false
+    // false
+}
+```
+
+### <span id="InDelta">InDelta</span>
+
+<p>检查增量内两个值是否相等。</p>
+
+<b>函数签名:</b>
+
+```go
+func InDelta[T constraints.Integer | constraints.Float](left, right T, delta float64) bool
+```
+
+<b>示例: <span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/TuDdcNtMkjo)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/compare"
+)
+
+func main() {
+    result1 := InDelta(1, 1, 0)
+    result2 := InDelta(1, 2, 0)
+
+    result3 := InDelta(2.0/3.0, 0.66667, 0.001)
+    result4 := InDelta(2.0/3.0, 0.0, 0.001)
+
+    result5 := InDelta(float64(74.96)-float64(20.48), 54.48, 0)
+    result6 := InDelta(float64(74.96)-float64(20.48), 54.48, 1e-14)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // true
+    // false
+    // true
+    // false
+    // false
+    // true
+}
+```

docs/api/packages/concurrency.md

@@ -0,0 +1,454 @@
+# Concurrency
+
+并发包包含一些支持并发编程的功能。例如：goroutine, channel 等。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/concurrency/channel.go](https://github.com/duke-git/lancet/blob/main/concurrency/channel.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+### Channel
+
+-   [NewChannel](#NewChannel)
+-   [Bridge](#Bridge)
+-   [FanIn](#FanIn)
+-   [Generate](#Generate)
+-   [Or](#Or)
+-   [OrDone](#OrDone)
+-   [Repeat](#Repeat)
+-   [RepeatFn](#RepeatFn)
+-   [Take](#Take)
+-   [Tee](#Tee)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### Channel
+
+### <span id="NewChannel">NewChannel</span>
+
+<p>返回一个Channel指针实例</p>
+
+<b>函数签名:</b>
+
+```go
+type Channel[T any] struct
+func NewChannel[T any]() *Channel[T]
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/7aB4KyMMp9A)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    c := concurrency.NewChannel[int]()
+}
+```
+
+### <span id="Bridge">Bridge</span>
+
+<p>将多个channel链接到一个channel，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) Bridge(ctx context.Context, chanStream <-chan <-chan T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/qmWSy1NVF-Y)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    c := concurrency.NewChannel[int]()
+    genVals := func() <-chan <-chan int {
+        out := make(chan (<-chan int))
+        go func() {
+            defer close(out)
+            for i := 1; i <= 5; i++ {
+                stream := make(chan int, 1)
+                stream <- i
+                close(stream)
+                out <- stream
+            }
+        }()
+        return out
+    }
+
+    for v := range c.Bridge(ctx, genVals()) {
+        fmt.Println(v)
+    }
+
+    // Output:
+    // 1
+    // 2
+    // 3
+    // 4
+    // 5
+}
+```
+
+### <span id="FanIn">FanIn</span>
+
+<p>将多个channel合并为一个channel，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) FanIn(ctx context.Context, channels ...<-chan T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/2VYFMexEvTm)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    c := concurrency.NewChannel[int]()
+    channels := make([]<-chan int, 2)
+
+    for i := 0; i < 2; i++ {
+        channels[i] = c.Take(ctx, c.Repeat(ctx, i), 2)
+    }
+
+    chs := c.FanIn(ctx, channels...)
+
+    for v := range chs {
+        fmt.Println(v) //1 1 0 0 or 0 0 1 1
+    }
+}
+```
+
+### <span id="Generate">Generate</span>
+
+<p>根据传入的值，生成channel.</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) Generate(ctx context.Context, values ...T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/7aB4KyMMp9A)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    c := concurrency.NewChannel[int]()
+    intStream := c.Generate(ctx, 1, 2, 3)
+
+    fmt.Println(<-intStream)
+    fmt.Println(<-intStream)
+    fmt.Println(<-intStream)
+
+    // Output:
+    // 1
+    // 2
+    // 3
+}
+```
+
+### <span id="Repeat">Repeat</span>
+
+<p>返回一个channel，将参数`values`重复放入channel，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) Repeat(ctx context.Context, values ...T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/k5N_ALVmYjE)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    c := concurrency.NewChannel[int]()
+    intStream := c.Take(ctx, c.Repeat(ctx, 1, 2), 4)
+
+    for v := range intStream {
+        fmt.Println(v)
+    }
+
+    // Output:
+    // 1
+    // 2
+    // 1
+    // 2
+}
+```
+
+### <span id="RepeatFn">RepeatFn</span>
+
+<p>返回一个channel，重复执行函数fn，并将结果放入返回的channel，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) RepeatFn(ctx context.Context, fn func() T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/4J1zAWttP85)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    fn := func() string {
+        return "hello"
+    }
+
+    c := concurrency.NewChannel[string]()
+    intStream := c.Take(ctx, c.RepeatFn(ctx, fn), 3)
+
+    for v := range intStream {
+        fmt.Println(v)
+    }
+    // Output:
+    // hello
+    // hello
+    // hello
+}
+```
+
+### <span id="Or">Or</span>
+
+<p>将一个或多个channel读取到一个channel中，当任何读取channel关闭时将结束读取。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) Or(channels ...<-chan T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/Wqz9rwioPww)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    sig := func(after time.Duration) <-chan any {
+        c := make(chan any)
+        go func() {
+            defer close(c)
+            time.Sleep(after)
+        }()
+        return c
+    }
+
+    start := time.Now()
+
+    c := concurrency.NewChannel[any]()
+    <-c.Or(
+        sig(1*time.Second),
+        sig(2*time.Second),
+        sig(3*time.Second),
+    )
+
+    fmt.Println("done after %v", time.Since(start)) //1.003s
+}
+```
+
+### <span id="OrDone">OrDone</span>
+
+<p>将一个channel读入另一个channel，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) OrDone(ctx context.Context, channel <-chan T) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/lm_GoS6aDjo)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    c := concurrency.NewChannel[int]()
+    intStream := c.Take(ctx, c.Repeat(ctx, 1), 3)
+
+    for v := range c.OrDone(ctx, intStream) {
+        fmt.Println(v)
+    }
+
+    // Output:
+    // 1
+    // 1
+    // 1
+}
+```
+
+### <span id="Take">Take</span>
+
+<p>返回一个channel，其值从另一个channel获取，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) Take(ctx context.Context, valueStream <-chan T, number int) <-chan T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/9Utt-1pDr2J)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    numbers := make(chan int, 5)
+    numbers <- 1
+    numbers <- 2
+    numbers <- 3
+    numbers <- 4
+    numbers <- 5
+    defer close(numbers)
+
+    c := concurrency.NewChannel[int]()
+    intStream := c.Take(ctx, numbers, 3)
+
+    for v := range intStream {
+        fmt.Println(v)
+    }
+
+    // Output:
+    // 1
+    // 2
+    // 3
+}
+```
+
+### <span id="Tee">Tee</span>
+
+<p>将一个channel分成两个channel，直到取消上下文。</p>
+
+<b>函数签名:</b>
+
+```go
+func (c *Channel[T]) Tee(ctx context.Context, in <-chan T) (<-chan T, <-chan T)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/3TQPKnCirrP)</span></b>
+
+```go
+package main
+
+import (
+    "context"
+    "fmt"
+    "github.com/duke-git/lancet/v2/concurrency"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.Background())
+    defer cancel()
+
+    c := concurrency.NewChannel[int]()
+    intStream := c.Take(ctx, c.Repeat(ctx, 1), 2)
+
+    ch1, ch2 := c.Tee(ctx, intStream)
+
+    for v := range ch1 {
+        fmt.Println(v)
+        fmt.Println(<-ch2)
+    }
+    // Output:
+    // 1
+    // 1
+    // 1
+    // 1
+}
+```

docs/api/packages/condition.md

@@ -18,7 +18,7 @@ import (
 
 <div STYLE="page-break-after: always;"></div>
 
-## Index
+## 目录
 
 - [Bool](#Bool)
 - [And](#And)
@@ -31,7 +31,7 @@ import (
 
 <div STYLE="page-break-after: always;"></div>
 
-## 目录
+## 文档
 
 ### <span id="Bool">Bool</span>
 <p>返回传入参数的bool值.<br/>
@@ -45,7 +45,7 @@ slices和map的length大于0时，返回true，否则返回false<br/>
 ```go
 func Bool[T any](value T) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/ETzeDJRSvhm)</span></b>
 
 ```go
 package main
@@ -56,41 +56,51 @@ import (
 )
 
 func main() {
-	// bool
-	fmt.Println(condition.Bool(false)) // false
-	fmt.Println(condition.Bool(true)) // true
+    // bool
+    result1 := condition.Bool(false)
+    result2 := condition.Bool(true)
+    fmt.Println(result1) // false
+    fmt.Println(result2) // true
 
-	// integer
-	fmt.Println(condition.Bool(0)) // false
-	fmt.Println(condition.Bool(1)) // true
+    // integer
+    result3 := condition.Bool(0) 
+    result4 := condition.Bool(1)
+    fmt.Println(result3) // false
+    fmt.Println(result4) // true
 
-	// float
-	fmt.Println(condition.Bool(0.0)) // false
-	fmt.Println(condition.Bool(0.1)) // true
+    // string
+    result5 := condition.Bool("")
+    result6 := condition.Bool(" ")
+    fmt.Println(result5) // false
+    fmt.Println(result6) // true
 
-	// string
-	fmt.Println(condition.Bool("")) // false
-	fmt.Println(condition.Bool(" ")) // true
-	fmt.Println(condition.Bool("0")) // true
+    // slice
+    nums := []int{}
+    result7 := condition.Bool(nums)
 
-	// slice
-	var nums [2]int
-	fmt.Println(condition.Bool(nums)) // false
-	nums = [2]int{0, 1}
-	fmt.Println(condition.Bool(nums)) // true
+    nums = append(nums, 1, 2)
+    result8 := condition.Bool(nums)
+    fmt.Println(result7) // false
+    fmt.Println(result8) // true
 
-	// map
-	fmt.Println(condition.Bool(map[string]string{})) // false
-	fmt.Println(condition.Bool(map[string]string{"a": "a"})) // true
+    // struct
+    result9 = condition.Bool(struct{}{})
+    fmt.Println(result8) // false
 
-	// struct
-	fmt.Println(condition.Bool(struct{}{})) // false
-	fmt.Println(condition.Bool(time.Now())) // true
+
+    // Output:
+    // false
+    // true
+    // false
+    // true
+    // false
+    // true
+    // false
+    // true
+    // false
 }
 ```
 
-
-
 ### <span id="And">And</span>
 <p>逻辑且操作，当切仅当a和b都为true时返回true</p>
 
@@ -99,7 +109,7 @@ func main() {
 ```go
 func And[T, U any](a T, b U) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/W1SSUmt6pvr)</span></b>
 
 ```go
 package main
@@ -110,15 +120,13 @@ import (
 )
 
 func main() {
-	fmt.Println(condition.And(0, 1)) // false
-	fmt.Println(condition.And(0, "")) // false
-	fmt.Println(condition.And(0, "0")) // false
-	fmt.Println(condition.And(1, "0")) // true
+    fmt.Println(condition.And(0, 1)) // false
+    fmt.Println(condition.And(0, "")) // false
+    fmt.Println(condition.And(0, "0")) // false
+    fmt.Println(condition.And(1, "0")) // true
 }
 ```
 
-
-
 ### <span id="Or">Or</span>
 <p>逻辑或操作，当切仅当a和b都为false时返回false</p>
 
@@ -127,7 +135,7 @@ func main() {
 ```go
 func Or[T, U any](a T, b U) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/UlQTxHaeEkq)</span></b>
 
 ```go
 package main
@@ -138,15 +146,13 @@ import (
 )
 
 func main() {
-	fmt.Println(condition.Or(0, "")) // false
-	fmt.Println(condition.Or(0, 1)) // true
-	fmt.Println(condition.Or(0, "0")) // true
-	fmt.Println(condition.Or(1, "0")) // true
+    fmt.Println(condition.Or(0, "")) // false
+    fmt.Println(condition.Or(0, 1)) // true
+    fmt.Println(condition.Or(0, "0")) // true
+    fmt.Println(condition.Or(1, "0")) // true
 }
 ```
 
-
-
 ### <span id="Xor">Xor</span>
 <p>逻辑异或操作，a和b相同返回false，a和b不相同返回true</p>
 
@@ -155,7 +161,7 @@ func main() {
 ```go
 func Xor[T, U any](a T, b U) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/gObZrW7ZbG8)</span></b>
 
 ```go
 package main
@@ -166,15 +172,13 @@ import (
 )
 
 func main() {
-	fmt.Println(condition.Xor(0, 0)) // false
-	fmt.Println(condition.Xor(0, 1)) // true
-	fmt.Println(condition.Xor(1, 0)) // true
-	fmt.Println(condition.Xor(1, 1)) // false
+    fmt.Println(condition.Xor(0, 0)) // false
+    fmt.Println(condition.Xor(0, 1)) // true
+    fmt.Println(condition.Xor(1, 0)) // true
+    fmt.Println(condition.Xor(1, 1)) // false
 }
 ```
 
-
-
 ### <span id="Nor">Nor</span>
 <p>异或的取反操作</p>
 
@@ -183,7 +187,7 @@ func main() {
 ```go
 func Nor[T, U any](a T, b U) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/g2j08F_zZky)</span></b>
 
 ```go
 package main
@@ -194,15 +198,13 @@ import (
 )
 
 func main() {
-	fmt.Println(condition.Nor(0, 0)) // true
-	fmt.Println(condition.Nor(0, 1)) // false
-	fmt.Println(condition.Nor(1, 0)) // false
-	fmt.Println(condition.Nor(1, 1)) // false
+    fmt.Println(condition.Nor(0, 0)) // true
+    fmt.Println(condition.Nor(0, 1)) // false
+    fmt.Println(condition.Nor(1, 0)) // false
+    fmt.Println(condition.Nor(1, 1)) // false
 }
 ```
 
-
-
 ### <span id="Xnor">Xnor</span>
 <p>如果a和b都是真的或a和b均是假的，则返回true。</p>
 
@@ -211,7 +213,7 @@ func main() {
 ```go
 func Xnor[T, U any](a T, b U) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/OuDB9g51643)</span></b>
 
 ```go
 package main
@@ -222,10 +224,10 @@ import (
 )
 
 func main() {
-	fmt.Println(condition.Xnor(0, 0)) // true
-	fmt.Println(condition.Xnor(0, 1)) // false
-	fmt.Println(condition.Xnor(1, 0)) // false
-	fmt.Println(condition.Xnor(1, 1)) // true
+    fmt.Println(condition.Xnor(0, 0)) // true
+    fmt.Println(condition.Xnor(0, 1)) // false
+    fmt.Println(condition.Xnor(1, 0)) // false
+    fmt.Println(condition.Xnor(1, 1)) // true
 }
 ```
 
@@ -237,7 +239,7 @@ func main() {
 ```go
 func Nand[T, U any](a T, b U) bool
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/vSRMLxLIbq8)</span></b>
 
 ```go
 package main
@@ -248,15 +250,13 @@ import (
 )
 
 func main() {
-	fmt.Println(condition.Nand(0, 0)) // true
-	fmt.Println(condition.Nand(0, 1)) // true
-	fmt.Println(condition.Nand(1, 0)) // true
-	fmt.Println(condition.Nand(1, 1)) // false
+    fmt.Println(condition.Nand(0, 0)) // true
+    fmt.Println(condition.Nand(0, 1)) // true
+    fmt.Println(condition.Nand(1, 0)) // true
+    fmt.Println(condition.Nand(1, 1)) // false
 }
 ```
 
-
-
 ### <span id="TernaryOperator">TernaryOperator</span>
 <p>三元运算符</p>
 
@@ -265,7 +265,7 @@ func main() {
 ```go
 func TernaryOperator[T, U any](isTrue T, ifValue U, elseValue U) U
 ```
-<b>例子:</b>
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/ElllPZY0guT)</span></b>
 
 ```go
 package main
@@ -276,10 +276,18 @@ import (
 )
 
 func main() {
-	trueValue := "1"
-	falseValue := "0"
+    conditionTrue := 2 > 1
+    result1 := condition.TernaryOperator(conditionTrue, 0, 1)
 
-	fmt.Println(condition.TernaryOperator(true, trueValue, falseValue)) // "1"
+    conditionFalse := 2 > 3
+    result2 := condition.TernaryOperator(conditionFalse, 0, 1)
+    
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // 0
+    // 1
 }
 ```
 

docs/api/packages/datastructure/copyonwritelist.md

@@ -0,0 +1,525 @@
+# CopyOnWriteList
+
+CopyOnWriteList 是一个线程安全的 List 实现，底层使用 go 切片。写入时，会复制一份新的切片，写入完成后，再将新的切片赋值给原来的切片。读取时，直接读取原来的切片。
+
+## 源码
+
+-   [https://github.com/duke-git/lancet/blob/main/datastructure/list/copyonwritelist.go](https://github.com/duke-git/lancet/blob/main/datastructure/list/copyonwritelist.go)
+
+## 用法
+
+```go
+import (
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [NewCopyOnWriteList](#NewCopyOnWriteList)
+-   [Size](#Size)
+-   [Get](#Get)
+-   [Set](#Set)
+-   [Remove](#Remove)
+-   [IndexOf](#IndexOf)
+-   [LastIndexOf](#LastIndexOf)
+-   [IndexOfFunc](#IndexOfFunc)
+-   [LastIndexOfFunc](#LastIndexOfFunc)
+-   [IsEmpty](#IsEmpty)
+-   [Contain](#Contain)
+-   [ValueOf](#ValueOf)
+-   [Add](#Add)
+-   [AddAll](#AddAll)
+-   [AddByIndex](#AddByIndex)
+-   [DeleteAt](#DeleteAt)
+-   [DeleteIf](#DeleteIf)
+-   [DeleteBy](#DeleteBy)
+-   [DeleteRange](#DeleteRange)
+-   [Equal](#Equal)
+
+## 文档
+
+### NewCopyOnWriteList
+
+返回一个具有空切片的 CopyOnWriteList。
+
+```go
+type CopyOnWriteList[T any] struct {
+    data []T
+    lock sync.Locker
+}
+
+func NewCopyOnWriteList() *CopyOnWriteList
+
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3})
+    fmt.Println(l)
+}
+
+```
+
+### Size
+
+返回 CopyOnWriteList 的长度。
+
+```go
+func (l *CopyOnWriteList[T]) Size() int
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    fmt.Println(l.Size())
+}
+
+```
+
+### Get
+
+返回列表中指定位置的元素
+
+```go
+func (c *CopyOnWriteList[T]) Get(index int) *T
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3})
+	fmt.Println(l.Get(2))
+}
+
+```
+
+### Set
+
+将此列表中指定位置的元素替换为指定元素。
+
+```go
+func (c *CopyOnWriteList[T]) Set(index int, e T) (oldValue *T, ok bool)
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    fmt.Println(l.Set(2, 4))
+}
+
+```
+
+### Remove
+
+### IndexOf
+
+返回列表中值的索引，如果没有找到返回-1。
+
+```go
+func (c *CopyOnWriteList[T]) IndexOf(e T) int
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    fmt.Println(l.IndexOf(1))
+}
+
+```
+
+### LastIndexOf
+
+返回指定元素在此列表中最后出现的索引，如果此列表不包含该元素，则返回-1。
+
+```go
+func (c *CopyOnWriteList[T]) LastIndexOf(e T) int
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3,1})
+	fmt.Println(l.LastIndexOf(1))
+}
+
+```
+
+### <span id="IndexOfFunc">IndexOfFunc</span>
+<p>返回第一个满足判断函数f(v)的元素的索引，如果找不到则返回-1。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *CopyOnWriteList[T]) IndexOfFunc(f func(T) bool) int 
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1, 2, 3})
+
+    fmt.Println(l.IndexOfFunc(func(a int) bool { return a == 1 })) //0
+    fmt.Println(l.IndexOfFunc(func(a int) bool { return a == 0 })) //-1
+}
+```
+
+### <span id="LastIndexOfFunc">LastIndexOfFunc</span>
+<p>返回最后一个满足判断函数f(v)的元素的索引，如果找不到则返回-1。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *CopyOnWriteList[T]) LastIndexOfFunc(f func(T) bool) int
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1, 2, 3, 1})
+
+    fmt.Println(l.LastIndexOfFunc(func(a int) bool { return a == 1 })) // 3
+    fmt.Println(l.LastIndexOfFunc(func(a int) bool { return a == 0 })) //-1
+}
+```
+
+### IsEmpty
+
+如果此列表不包含任何元素，则返回 true。
+
+```go
+func (c *CopyOnWriteList[T]) IsEmpty() bool
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{})
+	fmt.Println(l.IsEmpty())
+}
+```
+
+### Contain
+
+判断 CopyOnWriteList 是否包含某个元素
+
+```go
+func (c *CopyOnWriteList[T]) Contain(e T) bool
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    fmt.Println(l.Contain(1))
+}
+```
+
+### ValueOf
+
+返回列表中索引处的值指针
+
+```go
+func (c *CopyOnWriteList[T]) ValueOf(index int) []T
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    fmt.Println(l.ValueOf(2))
+}
+
+```
+
+### Add
+
+将指定的元素追加到此列表的末尾。
+
+```go
+func (c *CopyOnWriteList[T]) Add(e T) bool
+```
+
+#### 示例
+
+```go
+
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3})
+	l.Add(4)
+	fmt.Println(l.getList())
+}
+
+```
+
+### AddAll
+
+将指定集合中的所有元素追加到此列表的末尾
+
+```go
+func (c *CopyOnWriteList[T]) AddAll(e []T) bool
+```
+
+#### 示例
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    l.AddAll([]int{4,5,6})
+    fmt.Println(l.getList())
+}
+
+```
+
+### AddByIndex
+
+将指定元素插入此列表中的指定位置。
+
+```go
+func (c *CopyOnWriteList[T]) AddByIndex(index int, e T) bool
+```
+
+#### 示例
+
+```go
+package main
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3})
+	list.AddByIndex(2, 6)
+	fmt.Println(l.getList())
+}
+
+```
+
+### DeleteAt
+
+移除此列表中指定位置的元素。
+
+```go
+func (c *CopyOnWriteList[T]) DeleteAt(index int) (oldValue *T, ok bool)
+```
+
+#### 示例
+
+```go
+package main
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3})
+	list.DeleteAt(2)
+	fmt.Println(l.getList())
+}
+```
+
+### DeleteIf
+
+从此列表中删除第一个出现的指定元素(如果该元素存在)。
+
+```go
+func (c *CopyOnWriteList[T]) DeleteIf(f func(T) bool) (oldValue *T, ok bool)
+```
+
+#### 示例
+
+```go
+package main
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+    l := list.NewCopyOnWriteList([]int{1,2,3})
+    list.DeleteIf(func(i int) bool {
+        return i == 2
+    })
+    fmt.Println(l.getList())
+}
+```
+
+### DeleteBy
+
+从此列表中删除第一个出现的指定元素(如果该元素存在)。
+
+```go
+func (c *CopyOnWriteList[T]) DeleteBy(e T) (*T bool)
+```
+
+#### 示例
+
+```go
+package main
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main()  {
+	l := list.NewCopyOnWriteList([]int{1,2,3})
+    list.DeleteBy(2)
+    fmt.Println(l.getList())
+}
+```
+
+### DeleteRange
+
+从该列表中删除索引介于 fromIndex(包含)和 toIndex(不包含)之间的所有元素。
+(左闭右开)。
+
+```go
+func (c *CopyOnWriteList[T]) DeleteRange(start int, end int)
+```
+
+#### 示例
+
+```go
+package main
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1,2,3,4,5,6,7,8,9})
+    list.DeleteRange(2, 5)
+    fmt.Println(l.getList())
+}
+```
+
+### Equal
+
+如果指定的对象等于此列表，则返回 true。
+
+```go
+func (c *CopyOnWriteList[T]) Equal(e []T) bool
+```
+
+#### 示例
+
+```go
+package main
+import (
+	"fmt"
+	"github.com/duke-git/lancet/datastructure/list"
+)
+
+func main() {
+    l := list.NewCopyOnWriteList([]int{1,2,3,4,5,6,7,8,9})
+    fmt.Println(l.Equal([]int{1,2,3,4,5,6,7,8,9}))
+}
+```

docs/api/packages/datastructure/hashmap.md

@@ -31,6 +31,7 @@ import (
 - [Iterate](#Iterate)
 - [Keys](#Keys)
 - [Values](#Values)
+- [FilterByValue](#FilterByValue)
 
 <div STYLE="page-break-after: always;"></div>
 
@@ -38,7 +39,7 @@ import (
 
 ### <span id="NewHashMap">NewHashMap</span>
 
-<p>新建默认容量（1 << 10）的HashMap指针实例</p>
+<p>新建默认容量（1 &lt&lt 10）的HashMap指针实例</p>
 
 <b>函数签名:</b>
 
@@ -46,7 +47,7 @@ import (
 func NewHashMap() *HashMap
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -72,7 +73,7 @@ func main() {
 func NewHashMapWithCapacity(size, capacity uint64) *HashMap
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -98,7 +99,7 @@ func main() {
 func (hm *HashMap) Get(key any) any
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -126,7 +127,7 @@ func main() {
 func (hm *HashMap) Put(key any, value any) any
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -155,7 +156,7 @@ func main() {
 func (hm *HashMap) Delete(key any)
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -187,7 +188,7 @@ func main() {
 func (hm *HashMap) Contains(key any) bool
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -217,7 +218,7 @@ func main() {
 func (hm *HashMap) Iterate(iteratee func(key, value any))
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -252,7 +253,7 @@ func main() {
 func (hm *HashMap) Keys() []any
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -276,7 +277,7 @@ func main() {
 
 ### <span id="Values">Values</span>
 
-<p>返回hashmap所有值的切片 (随机顺序).</p>
+<p>返回hashmap所有值的切片 (随机顺序)。</p>
 
 <b>函数签名:</b>
 
@@ -284,7 +285,7 @@ func main() {
 func (hm *HashMap) Values() []any
 ```
 
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -306,3 +307,40 @@ func main() {
 ```
 
 
+### <span id="FilterByValue">FilterByValue</span>
+
+<p>返回一个过滤后的HashMap。 如果任何值与 perdicate 函数不匹配，则返回 nil，否则返回包含选定值的 HashMap。</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) FilterByValue(perdicate func(value any) bool) *HashMap
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := hashmap.NewHashMap()
+
+    hm.Put("a", 1)
+    hm.Put("b", 2)
+    hm.Put("c", 3)
+    hm.Put("d", 4)
+    hm.Put("e", 5)
+    hm.Put("f", 6)
+
+    filteredHM := hm.FilterByValue(func(value any) bool {
+        return value.(int) == 1 || value.(int) == 3
+    })
+
+    fmt.Println(filteredHM.Size()) //2
+}
+```

docs/api/packages/datastructure/heap.md

@@ -44,11 +44,11 @@ MaxHeap是通过slice实现的二叉堆树，根节点的key既大于等于左
 ```go
 type MaxHeap[T any] struct {
 	data       []T
-	comparator lancetconstraints.Comparator
+	comparator constraints.Comparator
 }
-func NewMaxHeap[T any](comparator lancetconstraints.Comparator) *MaxHeap[T]
+func NewMaxHeap[T any](comparator constraints.Comparator) *MaxHeap[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -89,7 +89,7 @@ func main() {
 ```go
 func (h *MaxHeap[T]) Push(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -136,7 +136,7 @@ func main() {
 ```go
 func (h *MaxHeap[T]) Pop() (T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -184,7 +184,7 @@ func main() {
 ```go
 func (h *MaxHeap[T]) Peek() (T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -232,7 +232,7 @@ func main() {
 ```go
 func (h *MaxHeap[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -277,7 +277,7 @@ func main() {
 ```go
 func (h *MaxHeap[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -323,7 +323,7 @@ func main() {
 ```go
 func (h *MaxHeap[T]) PrintStructure()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main

docs/api/packages/datastructure/link.md

@@ -81,7 +81,7 @@ type SinglyLink[T any] struct {
 }
 func NewSinglyLink[T any]() *SinglyLink[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -107,7 +107,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) Values() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -139,7 +139,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) InsertAt(index int, value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -174,7 +174,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) InsertAtHead(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -206,7 +206,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) InsertAtTail(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -237,7 +237,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) DeleteAt(index int)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -271,7 +271,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) DeleteAtHead()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -306,7 +306,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) DeleteAtTail()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -339,7 +339,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) DeleteValue(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -373,7 +373,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) Reverse()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -405,7 +405,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) GetMiddleNode() *datastructure.LinkNode[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -437,7 +437,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -468,7 +468,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -500,7 +500,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -533,7 +533,7 @@ func main() {
 ```go
 func (link *SinglyLink[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -576,7 +576,7 @@ type DoublyLink[T any] struct {
 }
 func NewDoublyLink[T any]() *DoublyLink[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -602,7 +602,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) Values() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -634,7 +634,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) InsertAt(index int, value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -669,7 +669,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) InsertAtHead(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -701,7 +701,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) InsertAtTail(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -732,7 +732,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) DeleteAt(index int)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -766,7 +766,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) DeleteAtHead()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -801,7 +801,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) DeleteAtTail()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -835,7 +835,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) Reverse()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -867,7 +867,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) GetMiddleNode() *datastructure.LinkNode[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -899,7 +899,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -930,7 +930,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -962,7 +962,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -995,7 +995,7 @@ func main() {
 ```go
 func (link *DoublyLink[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main

docs/api/packages/datastructure/list.md

@@ -34,7 +34,6 @@ import (
 - [PopLast](#PopLast)
 - [DeleteAt](#DeleteAt)
 - [InsertAt](#InsertAt)
-
 - [UpdateAt](#UpdateAt)
 - [Equal](#Equal)
 - [IsEmpty](#IsEmpty)
@@ -48,6 +47,13 @@ import (
 - [Unique](#Unique)
 - [Union](#Union)
 - [Intersection](#Intersection)
+- [Difference](#Difference)
+- [SymmetricDifference](#SymmetricDifference)
+- [RetainAll](#RetainAll)
+- [DeleteAll](#DeleteAll)
+- [ForEach](#ForEach)
+- [Iterator](#Iterator)
+- [ListToMap](#ListToMap)
 - [SubList](#SubList)
 - [DeleteIf](#DeleteIf)
 
@@ -62,11 +68,11 @@ import (
 
 ```go
 type List[T any] struct {
-	data []T
+    data []T
 }
 func NewList[T any](data []T) *List[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -92,7 +98,7 @@ func main() {
 ```go
 func (l *List[T]) Contain(value T) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -121,7 +127,7 @@ func main() {
 ```go
 func (l *List[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -150,7 +156,7 @@ func main() {
 ```go
 func (l *List[T]) ValueOf(index int) (*T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -180,7 +186,7 @@ func main() {
 ```go
 func (l *List[T]) IndexOf(value T) int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -207,7 +213,7 @@ func main() {
 ```go
 func (l *List[T]) LastIndexOf(value T) int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -233,7 +239,7 @@ func main() {
 ```go
 func (l *List[T]) IndexOfFunc(f func(T) bool) int 
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -259,7 +265,7 @@ func main() {
 ```go
 func (l *List[T]) LastIndexOfFunc(f func(T) bool) int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -287,7 +293,7 @@ func main() {
 ```go
 func (l *List[T]) Push(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -316,7 +322,7 @@ func main() {
 ```go
 func (l *List[T]) PopFirst() (*T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -348,7 +354,7 @@ func main() {
 ```go
 func (l *List[T]) PopLast() (*T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -379,7 +385,7 @@ func main() {
 ```go
 func (l *List[T]) DeleteAt(index int)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -417,7 +423,7 @@ func main() {
 ```go
 func (l *List[T]) InsertAt(index int, value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -454,7 +460,7 @@ func main() {
 ```go
 func (l *List[T]) UpdateAt(index int, value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -487,7 +493,7 @@ func main() {
 ```go
 func (l *List[T]) Equal(other *List[T]) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -517,7 +523,7 @@ func main() {
 ```go
 func (l *List[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -547,7 +553,7 @@ func main() {
 ```go
 func (l *List[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -575,7 +581,7 @@ func main() {
 ```go
 func (l *List[T]) Clone() *List[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -604,7 +610,7 @@ func main() {
 ```go
 func (l *List[T]) Merge(other *List[T]) *List[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -633,7 +639,7 @@ func main() {
 ```go
 func (l *List[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -660,7 +666,7 @@ func main() {
 ```go
 func (l *List[T]) Cap() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -671,8 +677,8 @@ import (
 )
 
 func main() {
-	data := make([]int, 0, 100)
-	
+    data := make([]int, 0, 100)
+    
     li := list.NewList(data)
 
     fmt.Println(li.Cap()) // 100
@@ -689,7 +695,7 @@ func main() {
 ```go
 func (l *List[T]) Swap(i, j int)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -718,7 +724,7 @@ func main() {
 ```go
 func (l *List[T]) Reverse()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -747,7 +753,7 @@ func main() {
 ```go
 func (l *List[T]) Unique()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -776,7 +782,7 @@ func main() {
 ```go
 func (l *List[T]) Union(other *List[T]) *List[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -806,7 +812,7 @@ func main() {
 ```go
 func (l *List[T]) Intersection(other *List[T]) *List[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -826,16 +832,244 @@ func main() {
 ```
 
 
+### <span id="Difference">Difference</span>
+<p>差集运算。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *List[T]) Difference(other *List[T]) *List[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list1 := NewList([]int{1, 2, 3})
+    list2 := NewList([]int{1, 2, 4})
+
+    list3 := list1.Intersection(list2)
+
+    fmt.Println(list3.Data()) //3
+}
+```
+
+
+### <span id="SymmetricDifference">SymmetricDifference</span>
+<p>对称差集运算。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *List[T]) SymmetricDifference(other *List[T]) *List[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list1 := NewList([]int{1, 2, 3})
+    list2 := NewList([]int{1, 2, 4})
+
+    list3 := list1.Intersection(list2)
+
+    fmt.Println(list3.Data()) //3, 4
+}
+```
+
+
+### <span id="RetainAll">RetainAll</span>
+<p>仅保留列表中包含在给定列表中的元素。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *List[T]) RetainAll(list *List[T]) bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list := NewList([]int{1, 2, 3, 4})
+    list1 := NewList([]int{1, 2, 3, 4})
+    list2 := NewList([]int{1, 2, 3, 4})
+
+    retain := NewList([]int{1, 2})
+    retain1 := NewList([]int{2, 3})
+    retain2 := NewList([]int{1, 2, 5})
+
+    list.RetainAll(retain)
+    list1.RetainAll(retain1)
+    list2.RetainAll(retain2)
+
+    fmt.Println(list.Data()) //1, 2
+    fmt.Println(list1.Data()) //2, 3
+    fmt.Println(list2.Data()) //1, 2
+}
+```
+
+
+### <span id="DeleteAll">DeleteAll</span>
+<p>从列表中删除给定列表中包含的所有元素。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *List[T]) DeleteAll(list *List[T]) bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list := NewList([]int{1, 2, 3, 4})
+    list1 := NewList([]int{1, 2, 3, 4})
+    list2 := NewList([]int{1, 2, 3, 4})
+
+    del := NewList([]int{1})
+    del1 := NewList([]int{2, 3})
+    del2 := NewList([]int{1, 2, 5})
+
+    list.DeleteAll(del)
+    list1.DeleteAll(del1)
+    list2.DeleteAll(del2)
+
+    fmt.Println(list.Data()) //2,3,4
+    fmt.Println(list1.Data()) //1,4
+    fmt.Println(list2.Data()) //3,4
+}
+```
+
+
+### <span id="ForEach">ForEach</span>
+<p>对列表的每个元素执行给定的操作。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *List[T]) ForEach(consumer func(T))
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list := NewList([]int{1, 2, 3, 4})
+
+    result := make([]int, 0)
+    list.ForEach(func(i int) {
+        result = append(result, i)
+    })
+
+    fmt.Println(result.Data()) //1,2,3,4
+}
+```
+
+
+### <span id="Iterator">Iterator</span>
+<p>按顺序返回列表中元素的迭代器。</p>
+
+<b>函数签名:</b>
+
+```go
+func (l *List[T]) Iterator() iterator.Iterator[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list := NewList([]int{1, 2, 3, 4})
+
+    iterator := list.Iterator()
+
+    result := make([]int, 0)
+    for iterator.HasNext() {
+        item, _ := iterator.Next()
+        result = append(result, item)
+    }
+
+    fmt.Println(result.Data()) //1,2,3,4
+}
+```
+
+
+### <span id="ListToMap">ListToMap</span>
+<p>基于iteratee函数将列表转换为映射map。</p>
+
+<b>函数签名:</b>
+
+```go
+func ListToMap[T any, K comparable, V any](list *List[T], iteratee func(T) (K, V)) map[K]V
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    list "github.com/duke-git/lancet/v2/datastructure/list"
+)
+
+func main() {
+    list := NewList([]int{1, 2, 3, 4})
+
+    result := ListToMap(list, func(n int) (int, bool) {
+        return n, n > 1
+    })
+
+    fmt.Println(result) //map[int]bool{1: false, 2: true, 3: true, 4: true}
+}
+```
+
 
 ### <span id="SubList">SubList</span>
-<p>SubList returns a sub list of the original list between the specified fromIndex, inclusive, and toIndex, exclusive.</p>
+<p>返回指定的fromIndex（包含）和toIndex（不包含）之间的原始列表的子列表。</p>
 
 <b>函数签名:</b>
 
 ```go
 func (l *List[T]) SubList(fromIndex, toIndex int) *List[T] 
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -863,7 +1097,7 @@ func main() {
 ```go
 func (l *List[T]) DeleteIf(f func(T) bool) int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -874,9 +1108,9 @@ import (
 )
 
 func main() {
-	l := list.NewList([]int{1, 1, 1, 1, 2, 3, 1, 1, 4, 1, 1, 1, 1, 1, 1})
+    l := list.NewList([]int{1, 1, 1, 1, 2, 3, 1, 1, 4, 1, 1, 1, 1, 1, 1})
 
-	fmt.Println(l.DeleteIf(func(a int) bool { return a == 1 })) // 12 
-	fmt.Println(l.Data()) // []int{2, 3, 4}
+    fmt.Println(l.DeleteIf(func(a int) bool { return a == 1 })) // 12 
+    fmt.Println(l.Data()) // []int{2, 3, 4}
 }
 ```

docs/api/packages/datastructure/optional.md

@@ -0,0 +1,412 @@
+# Optional
+Optional类型代表一个可选的值，它要么包含一个实际值，要么为空。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码
+
+- [https://github.com/duke-git/lancet/blob/main/datastructure/optional/optional.go](https://github.com/duke-git/lancet/blob/main/datastructure/optional/optional.go)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+```go
+import (
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+- [Of](#Of)
+- [FromNillable](#FromNillable)
+- [Default](#Default)
+- [IsNotNil](#IsNotNil)
+- [IsNil](#IsNil)
+- [IsNotNil](#IsNotNil)
+- [IfNotNilOrElse](#IfNotNilOrElse)
+- [Umwarp](#Umwarp)
+- [OrElse](#OrElse)
+- [OrElseGet](#OrElseGet)
+- [OrElseTrigger](#OrElseTrigger)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="Of">Of</span>
+<p>返回一个包含非空值的Optional。</p>
+
+<b>函数签名:</b>
+
+```go
+func Of[T any](value T) Optional[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    value := 42
+    opt := optional.Of(value)
+
+    fmt.Println(opt.Get())
+
+    // Output:
+    // 42
+}
+```
+
+### <span id="FromNillable">FromNillable</span>
+<p>返回一个包含给定值的Optional，该值可能为空 (nil)。</p>
+
+<b>函数签名:</b>
+
+```go
+func FromNillable[T any](value *T) Optional[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    var value *int = nil
+    opt := optional.FromNillable(value)
+
+    fmt.Println(opt.IsNotNil())
+
+    value = new(int)
+    *value = 42
+    opt = optional.FromNillable(value)
+
+    fmt.Println(opt.IsNotNil())
+
+
+    // Output:
+    // false
+    // true
+}
+```
+
+
+### <span id="Default">Default</span>
+<p>返回一个空Optional实例。</p>
+
+<b>函数签名:</b>
+
+```go
+func Default[T any]() Optional[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    optDefault := optional.Default[int]()
+    fmt.Println(optDefault.IsNil())
+
+    // Output:
+    // true
+}
+```
+
+
+### <span id="IsNil">IsNil</span>
+<p>验证Optional是否为空。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) IsNil() bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    optDefault := optional.Default[int]()
+    fmt.Println(optDefault.IsNil())
+
+    // Output:
+    // true
+}
+```
+
+### <span id="IsNotNil">IsNotNil</span>
+<p>检查当前Optional内是否存在值。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) IsNotNil() bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    var value *int = nil
+    opt := optional.FromNillable(value)
+
+    fmt.Println(opt.IsNotNil())
+
+    value = new(int)
+    *value = 42
+    opt = optional.FromNillable(value)
+
+    fmt.Println(opt.IsNotNil())
+
+
+    // Output:
+    // false
+    // true
+}
+```
+
+### <span id="IfNotNil">IfNotNil</span>
+<p>如果值存在，则使用action方法执行给定的操作。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) IfNotNil(action func(value T))
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+     "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    called := false
+    action := func(value int) { called = true }
+
+    optDefault := optional.Default[int]()
+    optDefault.IfNotNil(action)
+
+    fmt.Println(called)
+
+    called = false // Reset for next test
+    optWithValue := optional.Of(42)
+    optWithValue.IfNotNil(action)
+
+    fmt.Println(optWithValue.IsNotNil())
+
+    // Output:
+    // false
+    // true
+}
+```
+
+
+### <span id="IfNotNilOrElse">IfNotNilOrElse</span>
+<p>根据是否存在值执行相应的操作：有值则执行指定操作，没有值则执行默认操作。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) IfNotNilOrElse(action func(value T), fallbackAction func())
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    calledWithValue := false
+    valueAction := func(value int) { calledWithValue = true }
+    emptyAction := func() { t.Errorf("Empty action should not be called when value is present") }
+
+    optWithValue := optional.Of(42)
+    optWithValue.IfNotNilOrElse(valueAction, emptyAction)
+
+    fmt.Println(calledWithValue)
+
+    calledWithEmpty := false
+    valueAction = func(value int) { t.Errorf("Value action should not be called when value is not present") }
+    emptyAction = func() { calledWithEmpty = true }
+
+    optDefault := optional.Default[int]()
+    optDefault.IfNotNilOrElse(valueAction, emptyAction)
+
+    fmt.Println(calledWithEmpty)
+
+    // Output:
+    // true
+    // true
+}
+```
+
+### <span id="Unwrap">Unwrap</span>
+<p>如果存在，返回该值，否则引发panic。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) Unwrap() T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    value := 42
+    opt := optional.Of(value)
+
+    fmt.Println(opt.Unwrap())
+
+    // Output:
+    // 42
+}
+```
+
+
+### <span id="OrElse">OrElse</span>
+<p>检查Optional值是否存在，如果存在，则直接返回该值。如果不存在，返回参数other值。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) OrElse(other T) T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    optDefault := optional.Empty[int]()
+    val := optDefault.OrElse(100)
+    fmt.Println(val)
+
+    optWithValue := optional.Of(42)
+    val = optWithValue.OrElse(100)
+    fmt.Println(val)
+
+    // Output:
+    // 100
+    // 42
+}
+```
+
+
+### <span id="OrElseGet">OrElseGet</span>
+<p>检查Optional值是否存在，如果存在，则直接返回该值。如果不存在，则调用一个提供的函数 (supplier)，并返回该函数的执行结果。</p>
+
+<b>函数签名:</b>
+
+```go
+func (o Optional[T]) OrElseGet(action func() T) T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    optDefault := optional.Default[int]()
+    action := func() int { return 100 }
+
+    val := optDefault.OrElseGet(action)
+    fmt.Println(val)
+
+    // Output:
+    // 100
+}
+```
+
+### <span id="OrElseTrigger">OrElseTrigger</span>
+<p>检查Optional值是否存在，如果存在，则直接返回该值，否则返回错误。</p>
+
+<b>函数签名:</b>
+
+```go
+ OrElseTrigger(errorHandler func() error) (T, error)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/datastructure/optional"
+)
+
+func main() {
+    optDefault := optional.Default[int]()
+    _, err := optDefault.OrElseTrigger(func() error { return errors.New("no value") })
+    
+    fmt.Println(err.Error())
+
+    optWithValue := optional.Of(42)
+    val, err := optWithValue.OrElseTrigger(func() error { return errors.New("no value") })
+
+    fmt.Println(val)
+    fmt.Println(err)
+
+    // Output:
+    // no value
+    // 42
+    // nil
+}
+```

docs/api/packages/datastructure/queue.md

@@ -99,7 +99,7 @@ type ArrayQueue[T any] struct {
 	size     int
 }
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -125,7 +125,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -152,7 +152,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Enqueue(item T) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -183,7 +183,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Dequeue() (T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -215,7 +215,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Front() T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -247,7 +247,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Back() T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -278,7 +278,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -308,7 +308,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -341,7 +341,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) IsFull() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -373,7 +373,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -404,7 +404,7 @@ func main() {
 ```go
 func (q *ArrayQueue[T]) Contain(value T) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -448,7 +448,7 @@ type QueueNode[T any] struct {
 	Next  *QueueNode[T]
 }
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -474,7 +474,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -501,7 +501,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Enqueue(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -532,7 +532,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Dequeue() (T, error)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -564,7 +564,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Front() (*T, error)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -596,7 +596,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Back() (*T, error) 
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -627,7 +627,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -657,7 +657,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -690,7 +690,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -721,7 +721,7 @@ func main() {
 ```go
 func (q *LinkedQueue[T]) Contain(value T) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -763,7 +763,7 @@ type CircularQueue[T any] struct {
 	capacity  int
 }
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -789,7 +789,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -816,7 +816,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Enqueue(value T) error
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -847,7 +847,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Dequeue() (*T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -880,7 +880,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Front() T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -912,7 +912,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Back() T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -943,7 +943,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -973,7 +973,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1006,7 +1006,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) IsFull() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1038,7 +1038,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1069,7 +1069,7 @@ func main() {
 ```go
 func (q *CircularQueue[T]) Contain(value T) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1100,15 +1100,15 @@ func main() {
 <b>函数签名:</b>
 
 ```go
-func NewPriorityQueue[T any](capacity int, comparator lancetconstraints.Comparator) *PriorityQueue[T]
+func NewPriorityQueue[T any](capacity int, comparator constraints.Comparator) *PriorityQueue[T]
 
 type PriorityQueue[T any] struct {
 	items      []T
 	size       int
-	comparator lancetconstraints.Comparator
+	comparator constraints.Comparator
 }
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1134,7 +1134,7 @@ func main() {
 ```go
 func (q *PriorityQueue[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1161,7 +1161,7 @@ func main() {
 ```go
 func (q *PriorityQueue[T]) Enqueue(item T) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1207,7 +1207,7 @@ func main() {
 ```go
 func (q *PriorityQueue[T]) Dequeue() (T, bool)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1254,7 +1254,7 @@ func main() {
 ```go
 func (q *PriorityQueue[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1301,7 +1301,7 @@ func main() {
 ```go
 func (q *PriorityQueue[T]) IsFull() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -1348,7 +1348,7 @@ func main() {
 ```go
 func (q *PriorityQueue[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main

docs/api/packages/datastructure/set.md

@@ -1,16 +1,17 @@
 # Set
-Set集合数据结构，类似列表。Set中元素不重复。
+
+集合数据结构，类似列表。Set中元素不重复。
 
 <div STYLE="page-break-after: always;"></div>
 
 ## 源码
 
-- [https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go](https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go)
-
+-   [https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go](https://github.com/duke-git/lancet/blob/main/datastructure/set/set.go)
 
 <div STYLE="page-break-after: always;"></div>
 
 ## 用法
+
 ```go
 import (
     set "github.com/duke-git/lancet/v2/datastructure/set"
@@ -21,41 +22,44 @@ import (
 
 ## 目录
 
-- [NewSet](#NewSet)
-- [NewSetFromSlice](#NewSetFromSlice)
-- [Values](#Values)
-- [Add](#Add)
-- [AddIfNotExist](#AddIfNotExist)
-- [AddIfNotExistBy](#AddIfNotExistBy)
-- [Delete](#Delete)
-- [Contain](#Contain)
-- [ContainAll](#ContainAll)
-- [Clone](#Clone)
-- [Size](#Size)
-- [Equal](#Equal)
-- [Iterate](#Iterate)
-- [IsEmpty](#IsEmpty)
-- [Union](#Union)
-- [Intersection](#Intersection)
-- [SymmetricDifference](#SymmetricDifference)
-- [Minus](#Minus)
-
-
+-   [New](#New)
+-   [FromSlice](#FromSlice)
+-   [Values](#Values)
+-   [Add](#Add)
+-   [AddIfNotExist](#AddIfNotExist)
+-   [AddIfNotExistBy](#AddIfNotExistBy)
+-   [Delete](#Delete)
+-   [Contain](#Contain)
+-   [ContainAll](#ContainAll)
+-   [Clone](#Clone)
+-   [Size](#Size)
+-   [Equal](#Equal)
+-   [Iterate](#Iterate)
+-   [IsEmpty](#IsEmpty)
+-   [Union](#Union)
+-   [Intersection](#Intersection)
+-   [SymmetricDifference](#SymmetricDifference)
+-   [Minus](#Minus)
+-   [Pop](#Pop)
+-   [ToSlice](#ToSlice)
+-   [ToSortedSlice](#ToSortedSlice)
 
 <div STYLE="page-break-after: always;"></div>
 
 ## 文档
 
-### <span id="NewSet">NewSet</span>
+### <span id="New">New</span>
+
 <p>返回Set结构体对象</p>
 
 <b>函数签名:</b>
 
 ```go
-type Set[T comparable] map[T]bool
-func NewSet[T comparable](items ...T) Set[T]
+type Set[T comparable] map[T]struct{}
+func New[T comparable](items ...T) Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -66,22 +70,22 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int](1,2,2,3)
+    st := set.New[int](1,2,2,3)
     fmt.Println(st.Values()) //1,2,3
 }
 ```
 
+### <span id="FromSlice">FromSlice</span>
 
-
-### <span id="NewSetFromSlice">NewSetFromSlice</span>
 <p>基于切片创建集合</p>
 
 <b>函数签名:</b>
 
 ```go
-func NewSetFromSlice[T comparable](items []T) Set[T]
+func FromSlice[T comparable](items []T) Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -92,22 +96,23 @@ import (
 )
 
 func main() {
-    st := set.NewSetFromSlice([]int{1, 2, 2, 3})
+    st := set.FromSlice([]int{1, 2, 2, 3})
     fmt.Println(st.Values()) //1,2,3
 }
 ```
 
+### <span id="Values">Values<sup>deprecated</sup></span>
 
-
-### <span id="Values">Values</span>
-<p>获取集合中所有元素的切片</p>
+<p>获取集合中所有元素的切片<br>
+<a href='#ToSlice'>ToSlice()</a> 方法提供与 Values 方法相同的功能</p>
 
 <b>函数签名:</b>
 
 ```go
 func (s Set[T]) Values() []T
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -118,15 +123,13 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int](1,2,2,3)
+    st := set.New[int](1,2,2,3)
     fmt.Println(st.Values()) //1,2,3
 }
 ```
 
-
-
-
 ### <span id="Add">Add</span>
+
 <p>向集合中添加元素</p>
 
 <b>函数签名:</b>
@@ -134,7 +137,8 @@ func main() {
 ```go
 func (s Set[T]) Add(items ...T)
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -145,15 +149,15 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int]()
+    st := set.New[int]()
     st.Add(1, 2, 3)
 
     fmt.Println(st.Values()) //1,2,3
 }
 ```
 
-
 ### <span id="AddIfNotExist">AddIfNotExist</span>
+
 <p>如果集合中不存在元素，则添加该元素返回true, 如果集合中存在元素, 不做任何操作，返回false</p>
 
 <b>函数签名:</b>
@@ -161,7 +165,8 @@ func main() {
 ```go
 func (s Set[T]) AddIfNotExist(item T) bool
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -172,11 +177,11 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int]()
+    st := set.New[int]()
     st.Add(1, 2, 3)
 
     r1 := st.AddIfNotExist(1)
-	r2 := st.AddIfNotExist(4)
+    r2 := st.AddIfNotExist(4)
 
     fmt.Println(r1) // false
     fmt.Println(r2) // true
@@ -184,8 +189,8 @@ func main() {
 }
 ```
 
-
 ### <span id="AddIfNotExistBy">AddIfNotExistBy</span>
+
 <p>根据checker函数判断元素是否在集合中，如果集合中不存在元素且checker返回true，则添加该元素返回true, 否则不做任何操作，返回false</p>
 
 <b>函数签名:</b>
@@ -193,7 +198,8 @@ func main() {
 ```go
 func (s Set[T]) AddIfNotExistBy(item T, checker func(element T) bool) bool
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -204,27 +210,26 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int]()
+    st := set.New[int]()
     st.Add(1, 2)
 
-	ok := st.AddIfNotExistBy(3, func(val int) bool {
-		return val%2 != 0
-	})
+    ok := st.AddIfNotExistBy(3, func(val int) bool {
+        return val%2 != 0
+    })
     fmt.Println(ok) // true
 
 
-	notOk := st.AddIfNotExistBy(4, func(val int) bool {
-		return val%2 != 0
-	})
+    notOk := st.AddIfNotExistBy(4, func(val int) bool {
+        return val%2 != 0
+    })
     fmt.Println(notOk) // false
-    
+
     fmt.Println(st.Values()) // 1, 2, 3
 }
 ```
 
-
-
 ### <span id="Delete">Delete</span>
+
 <p>删除集合中元素</p>
 
 <b>函数签名:</b>
@@ -232,7 +237,8 @@ func main() {
 ```go
 func (s Set[T]) Delete(items ...T)
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -243,7 +249,7 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int]()
+    st := set.New[int]()
     st.Add(1, 2, 3)
 
     set.Delete(3)
@@ -251,9 +257,8 @@ func main() {
 }
 ```
 
-
-
 ### <span id="Contain">Contain</span>
+
 <p>判断集合是否包含某个值</p>
 
 <b>函数签名:</b>
@@ -261,7 +266,8 @@ func main() {
 ```go
 func (s Set[T]) Contain(item T) bool
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -272,7 +278,7 @@ import (
 )
 
 func main() {
-    st := set.NewSet[int]()
+    st := set.New[int]()
     st.Add(1, 2, 3)
 
     fmt.Println(st.Contain(1)) //true
@@ -280,10 +286,8 @@ func main() {
 }
 ```
 
-
-
-
 ### <span id="ContainAll">ContainAll</span>
+
 <p>判断集合是否包含另一个集合</p>
 
 <b>函数签名:</b>
@@ -291,7 +295,8 @@ func main() {
 ```go
 func (s Set[T]) ContainAll(other Set[T]) bool
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -302,18 +307,17 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(1, 2)
-	set3 := set.NewSet(1, 2, 3, 4)
+    set1 := set.New(1, 2, 3)
+    set2 := set.New(1, 2)
+    set3 := set.New(1, 2, 3, 4)
 
     fmt.Println(set1.ContainAll(set2)) //true
     fmt.Println(set1.ContainAll(set3)) //false
 }
 ```
 
-
-
 ### <span id="Size">Size</span>
+
 <p>获取集合中元素的个数</p>
 
 <b>函数签名:</b>
@@ -321,7 +325,8 @@ func main() {
 ```go
 func (s Set[T]) Size() int
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -332,15 +337,14 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
+    set1 := set.New(1, 2, 3)
 
     fmt.Println(set1.Size()) //3
 }
 ```
 
-
-
 ### <span id="Clone">Clone</span>
+
 <p>克隆一个集合</p>
 
 <b>函数签名:</b>
@@ -348,7 +352,8 @@ func main() {
 ```go
 func (s Set[T]) Clone() Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -359,7 +364,7 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
+    set1 := set.New(1, 2, 3)
     set2 := set1.Clone()
 
     fmt.Println(set1.Size() == set2.Size()) //true
@@ -367,10 +372,8 @@ func main() {
 }
 ```
 
-
-
-
 ### <span id="Equal">Equal</span>
+
 <p>比较两个集合是否相等，包含相同元素为相等</p>
 
 <b>函数签名:</b>
@@ -378,7 +381,8 @@ func main() {
 ```go
 func (s Set[T]) Equal(other Set[T]) bool
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -389,18 +393,17 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-    set2 := set.NewSet(1, 2, 3)
-    set3 := set.NewSet(1, 2, 3, 4)
+    set1 := set.New(1, 2, 3)
+    set2 := set.New(1, 2, 3)
+    set3 := set.New(1, 2, 3, 4)
 
     fmt.Println(set1.Equal(set2)) //true
     fmt.Println(set1.Equal(set3)) //false
 }
 ```
 
-
-
 ### <span id="Iterate">Iterate</span>
+
 <p>迭代结合，在每个元素上调用函数</p>
 
 <b>函数签名:</b>
@@ -408,7 +411,8 @@ func main() {
 ```go
 func (s Set[T]) Iterate(fn func(item T))
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -419,7 +423,7 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
+    set1 := set.New(1, 2, 3)
     arr := []int{}
     set.Iterate(func(item int) {
         arr = append(arr, item)
@@ -429,9 +433,45 @@ func main() {
 }
 ```
 
+### <span id="EachWithBreak">EachWithBreak</span>
 
+<p>遍历集合的元素并为每个元素调用iteratee函数，当iteratee函数返回false时，终止遍历。</p>
+
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) EachWithBreak(iteratee func(item T) bool)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    s := set.New(1, 2, 3, 4, 5)
+
+    var sum int
+
+    s.EachWithBreak(func(n int) bool {
+        if n > 3 {
+            return false
+        }
+        sum += n
+        return true
+    })
+
+    fmt.Println(sum) //6
+}
+```
 
 ### <span id="IsEmpty">IsEmpty</span>
+
 <p>判断集合是否为空</p>
 
 <b>函数签名:</b>
@@ -439,7 +479,8 @@ func main() {
 ```go
 func (s Set[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -450,17 +491,16 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-    set2 := set.NewSet()
+    set1 := set.New(1, 2, 3)
+    set2 := set.New()
 
     fmt.Println(set1.IsEmpty()) //false
     fmt.Println(set2.IsEmpty()) //true
 }
 ```
 
-
-
 ### <span id="Union">Union</span>
+
 <p>求两个集合的并集</p>
 
 <b>函数签名:</b>
@@ -468,7 +508,8 @@ func main() {
 ```go
 func (s Set[T]) Union(other Set[T]) Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -479,17 +520,16 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-    set2 := set.NewSet(2, 3, 4, 5)
+    set1 := set.New(1, 2, 3)
+    set2 := set.New(2, 3, 4, 5)
     set3 := set1.Union(set2)
 
     fmt.Println(set3.Values()) //1,2,3,4,5
 }
 ```
 
-
-
 ### <span id="Intersection">Intersection</span>
+
 <p>求两个集合的交集</p>
 
 <b>函数签名:</b>
@@ -497,7 +537,8 @@ func main() {
 ```go
 func (s Set[T]) Intersection(other Set[T]) Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -508,16 +549,16 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-    set2 := set.NewSet(2, 3, 4, 5)
+    set1 := set.New(1, 2, 3)
+    set2 := set.New(2, 3, 4, 5)
     set3 := set1.Intersection(set2)
 
     fmt.Println(set3.Values()) //2,3
 }
 ```
 
-
 ### <span id="SymmetricDifference">SymmetricDifference</span>
+
 <p>返回一个集合，其中元素在第一个集合或第二个集合中，且不同时存在于两个集合中</p>
 
 <b>函数签名:</b>
@@ -525,7 +566,8 @@ func main() {
 ```go
 func (s Set[T]) SymmetricDifference(other Set[T]) Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -536,19 +578,16 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(2, 3, 4, 5)
-	set3 := set1.SymmetricDifference(set2)
+    set1 := set.New(1, 2, 3)
+    set2 := set.New(2, 3, 4, 5)
+    set3 := set1.SymmetricDifference(set2)
 
     fmt.Println(set3.Values()) //1,4,5
 }
 ```
 
-
-
-
-
 ### <span id="Minus">Minus</span>
+
 <p>创建一个集合，其元素在原始集中但不在比较集中</p>
 
 <b>函数签名:</b>
@@ -556,7 +595,8 @@ func main() {
 ```go
 func (s Set[T]) Minus(comparedSet Set[T]) Set[T]
 ```
-<b>例子:</b>
+
+<b>示例:</b>
 
 ```go
 package main
@@ -567,9 +607,9 @@ import (
 )
 
 func main() {
-    set1 := set.NewSet(1, 2, 3)
-	set2 := set.NewSet(2, 3, 4, 5)
-	set3 := set.NewSet(2, 3)
+    set1 := set.New(1, 2, 3)
+    set2 := set.New(2, 3, 4, 5)
+    set3 := set.New(2, 3)
 
     res1 := set1.Minus(set2)
     fmt.Println(res1.Values()) //1
@@ -579,5 +619,90 @@ func main() {
 }
 ```
 
+### <span id="Pop">Pop</span>
 
+<p>删除并返回集合中的顶部元素</p>
 
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) Pop() (v T, ok bool)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    s := set.New[int]()
+    s.Add(1)
+    s.Add(2)
+    s.Add(3)
+
+    val, ok = s.Pop()
+
+    fmt.Println(val) // 3
+    fmt.Println(ok) // true
+}
+```
+
+### <span id="ToSlice">ToSlice</span>
+
+<p>以切片的形式返回集合中所有的元素（无序）</p>
+
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) ToSlice() (v T, ok bool)
+```
+
+<b>示例:</b>
+
+```go
+func main() {
+    s := set.New(1, 2, 3, 4, 5)
+
+    val := s.ToSlice()
+    fmt.Println(val) // [2 3 4 5 1]
+}
+```
+
+### <span id="ToSortedSlice">ToSortedSlice</span>
+
+<p>以切片的形式返回集合中所有的元素（按给定的规则排序）</p>
+
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) ToSortedSlice() (v T, ok bool)
+```
+
+<b>示例:</b>
+
+```go
+func main() {
+    s1 := set.New(1, 2, 3, 4, 5)
+    type Person struct {
+		Name string
+		Age  int
+	}
+	s2 := FromSlice([]Person{{"Tom", 20}, {"Jerry", 18}, {"Spike", 25}})
+
+    res1 := s1.ToSortedSlice(func(v1, v2 int) bool {
+		return v1 < v2
+	})
+    
+    res2 := s2.ToSortedSlice(func(v1, v2 Person) bool {
+		return v1.Age < v2.Age
+	})
+    
+    fmt.Println(res1) // [1 2 3 4 5]
+    fmt.Println(res2) // [{Jerry 18} {Tom 20} {Spike 25}]
+}
+```

docs/api/packages/datastructure/stack.md

@@ -64,7 +64,7 @@ type ArrayStack[T any] struct {
 }
 func NewArrayStack[T any]() *ArrayStack[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -91,7 +91,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) Push(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -122,7 +122,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) Pop() (*T, error)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -157,7 +157,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) Peak() (*T, error)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -192,7 +192,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -223,7 +223,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -254,7 +254,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -287,7 +287,7 @@ func main() {
 ```go
 func (s *ArrayStack[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -331,7 +331,7 @@ type LinkedStack[T any] struct {
 }
 func NewLinkedStack[T any]() *LinkedStack[T]
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -358,7 +358,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Push(value T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -389,7 +389,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Pop() (*T, error)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -424,7 +424,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Peak() (*T, error)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -459,7 +459,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Data() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -490,7 +490,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Size() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -521,7 +521,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) IsEmpty() bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -554,7 +554,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Clear()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -588,7 +588,7 @@ func main() {
 ```go
 func (s *LinkedStack[T]) Print()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main

docs/api/packages/datastructure/tree.md

@@ -41,7 +41,7 @@ import (
 ## 文档
 
 ## 1. BSTree
-BSTree是一种二叉搜索树数据结构，其中每个节点有两个孩子，分别称为左孩子和右孩子。 在 BSTree 中：leftNode < rootNode < rightNode。 T类型应该实现lancetconstraints.Comparator。
+BSTree是一种二叉搜索树数据结构，其中每个节点有两个孩子，分别称为左孩子和右孩子。 在 BSTree 中：leftNode < rootNode < rightNode。 T类型应该实现constraints.Comparator。
 
 ### <span id="NewBSTree">NewBSTree</span>
 <p>返回BSTree指针实例</p>
@@ -49,11 +49,11 @@ BSTree是一种二叉搜索树数据结构，其中每个节点有两个孩子
 <b>函数签名:</b>
 
 ```go
-func NewBSTree[T any](rootData T, comparator lancetconstraints.Comparator) *BSTree[T]
+func NewBSTree[T any](rootData T, comparator constraints.Comparator) *BSTree[T]
 
 type BSTree[T any] struct {
 	root       *datastructure.TreeNode[T]
-	comparator lancetconstraints.Comparator
+	comparator constraints.Comparator
 }
 
 type TreeNode[T any] struct {
@@ -62,7 +62,7 @@ type TreeNode[T any] struct {
 	Right *TreeNode[T]
 }
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -103,7 +103,7 @@ func main() {
 ```go
 func (t *BSTree[T]) Insert(data T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -149,7 +149,7 @@ func main() {
 ```go
 func (t *BSTree[T]) Delete(data T)
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -197,7 +197,7 @@ func main() {
 ```go
 func (t *BSTree[T]) PreOrderTraverse() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -243,7 +243,7 @@ func main() {
 ```go
 func (t *BSTree[T]) InOrderTraverse() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -289,7 +289,7 @@ func main() {
 ```go
 func (t *BSTree[T]) PostOrderTraverse() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -335,7 +335,7 @@ func main() {
 ```go
 func (t *BSTree[T]) LevelOrderTraverse() []T
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -381,7 +381,7 @@ func main() {
 ```go
 func (t *BSTree[T]) Depth() int
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -427,7 +427,7 @@ func main() {
 ```go
 func (t *BSTree[T]) HasSubTree(subTree *BSTree[T]) bool
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main
@@ -479,7 +479,7 @@ func main() {
 ```go
 func (t *BSTree[T]) Print()
 ```
-<b>例子:</b>
+<b>示例:</b>
 
 ```go
 package main

docs/api/packages/formatter.md

@@ -0,0 +1,310 @@
+# Formatter
+
+formatter 格式化器包含一些数据格式化处理方法。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/formatter/formatter.go](https://github.com/duke-git/lancet/blob/main/formatter/formatter.go)
+-   [https://github.com/duke-git/lancet/blob/main/formatter/byte.go](https://github.com/duke-git/lancet/blob/main/formatter/byte.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/formatter"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [Comma](#Comma)
+-   [Pretty](#Pretty)
+-   [PrettyToWriter](#PrettyToWriter)
+-   [DecimalBytes](#DecimalBytes)
+-   [BinaryBytes](#BinaryBytes)
+-   [ParseDecimalBytes](#ParseDecimalBytes)
+-   [ParseBinaryBytes](#ParseBinaryBytes)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="Comma">Comma</span>
+
+<p>用逗号每隔3位分割数字/字符串，支持前缀添加符号。参数value必须是数字或者可以转为数字的字符串, 否则返回空字符串</p>
+
+<b>函数签名:</b>
+
+```go
+func Comma[T constraints.Float | constraints.Integer | string](value T, symbol string) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/eRD5k2vzUVX)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.Comma("123", "")
+    result2 := formatter.Comma("12345", "$")
+    result3 := formatter.Comma(1234567, "￥")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // 123
+    // $12,345
+    // ￥1,234,567
+}
+```
+
+### <span id="Pretty">Pretty</span>
+
+<p>返回pretty JSON字符串.</p>
+
+<b>函数签名:</b>
+
+```go
+func Pretty(v any) (string, error)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/YsciGj3FH2x)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.Pretty([]string{"a", "b", "c"})
+    result2, _ := formatter.Pretty(map[string]int{"a": 1})
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // [
+    //     "a",
+    //     "b",
+    //     "c"
+    // ]
+    // {
+    //     "a": 1
+    // }
+}
+```
+
+### <span id="PrettyToWriter">PrettyToWriter</span>
+
+<p>Pretty encode数据到writer。</p>
+
+<b>函数签名:</b>
+
+```go
+func PrettyToWriter(v any, out io.Writer) error
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/LPLZ3lDi5ma)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    type User struct {
+        Name string `json:"name"`
+        Aage uint   `json:"age"`
+    }
+    user := User{Name: "King", Aage: 10000}
+
+    buf := &bytes.Buffer{}
+    err := formatter.PrettyToWriter(user, buf)
+
+    fmt.Println(buf)
+    fmt.Println(err)
+
+    // Output:
+    // {
+    //     "name": "King",
+    //     "age": 10000
+    // }
+    //
+    // <nil>
+}
+```
+
+### <span id="DecimalBytes">DecimalBytes</span>
+
+<p>返回十进制标准（以1000为基数）下的可读字节单位字符串。precision参数指定小数点后的位数，默认为4。</p>
+
+<b>函数签名:</b>
+
+```go
+func DecimalBytes(size float64, precision ...int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/FPXs1suwRcs)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.DecimalBytes(1000)
+    result2 := formatter.DecimalBytes(1024)
+    result3 := formatter.DecimalBytes(1234567)
+    result4 := formatter.DecimalBytes(1234567, 3)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 1KB
+    // 1.024KB
+    // 1.2346MB
+    // 1.235MB
+}
+```
+
+### <span id="BinaryBytes">BinaryBytes</span>
+
+<p>返回binary标准（以1024为基数）下的可读字节单位字符串。precision参数指定小数点后的位数，默认为4。</p>
+
+<b>函数签名:</b>
+
+```go
+func BinaryBytes(size float64, precision ...int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/G9oHHMCAZxP)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1 := formatter.BinaryBytes(1024)
+    result2 := formatter.BinaryBytes(1024 * 1024)
+    result3 := formatter.BinaryBytes(1234567)
+    result4 := formatter.BinaryBytes(1234567, 2)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 1KiB
+    // 1MiB
+    // 1.1774MiB
+    // 1.18MiB
+}
+```
+
+### <span id="ParseDecimalBytes">ParseDecimalBytes</span>
+
+<p>将字节单位字符串转换成其所表示的字节数（以1000为基数）。</p>
+
+<b>函数签名:</b>
+
+```go
+func ParseDecimalBytes(size string) (uint64, error)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/Am98ybWjvjj)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.ParseDecimalBytes("12")
+    result2, _ := formatter.ParseDecimalBytes("12k")
+    result3, _ := formatter.ParseDecimalBytes("12 Kb")
+    result4, _ := formatter.ParseDecimalBytes("12.2 kb")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 12
+    // 12000
+    // 12000
+    // 12200
+}
+```
+
+### <span id="ParseBinaryBytes">ParseBinaryBytes</span>
+
+<p>将字节单位字符串转换成其所表示的字节数（以1024为基数）。</p>
+
+<b>函数签名:</b>
+
+```go
+func ParseBinaryBytes(size string) (uint64, error)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/69v1tTT62x8)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/formatter"
+)
+
+func main() {
+    result1, _ := formatter.ParseBinaryBytes("12")
+    result2, _ := formatter.ParseBinaryBytes("12ki")
+    result3, _ := formatter.ParseBinaryBytes("12 KiB")
+    result4, _ := formatter.ParseBinaryBytes("12.2 kib")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4)
+
+    // Output:
+    // 12
+    // 12288
+    // 12288
+    // 12492
+}
+```

docs/api/packages/function.md

@@ -0,0 +1,693 @@
+# Function
+
+function 函数包控制函数执行流程，包含部分函数式编程。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/function/function.go](https://github.com/duke-git/lancet/blob/main/function/function.go)
+-   [https://github.com/duke-git/lancet/blob/main/function/predicate.go](https://github.com/duke-git/lancet/blob/main/function/predicate.go)
+-   [https://github.com/duke-git/lancet/blob/main/function/watcher.go](https://github.com/duke-git/lancet/blob/main/function/watcher.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/function"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [After](#After)
+-   [Before](#Before)
+-   [CurryFn](#CurryFn)
+-   [Compose](#Compose)
+-   [Debounced](#Debounced)
+-   [Delay](#Delay)
+-   [Schedule](#Schedule)
+-   [Pipeline](#Pipeline)
+-   [Watcher](#Watcher)
+-   [And](#And)
+-   [Or](#Or)
+-   [Negate](#Negate)
+-   [Nor](#Nor)
+-   [Xnor](#Xnor)
+-   [Nand](#Nand)
+-   [AcceptIf](#AcceptIf)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="After">After</span>
+
+<p>创建一个函数，当他被调用n或更多次之后将马上触发fn</p>
+
+<b>函数签名:</b>
+
+```go
+func After(n int, fn any) func(args ...any) []reflect.Value
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/eRD5k2vzUVX)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    fn := function.After(2, func() {
+        fmt.Println("hello")
+    })
+
+    fn()
+    fn()
+
+    // Output:
+    // hello
+}
+```
+
+### <span id="Before">Before</span>
+
+<p>创建一个函数，调用次数不超过n次，之后再调用这个函数，将返回一次最后调用fn的结果</p>
+
+<b>函数签名:</b>
+
+```go
+func Before(n int, fn any) func(args ...any) []reflect.Value
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/0HqUDIFZ3IL)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    fn := function.Before(2, func() {
+        fmt.Println("hello")
+    })
+
+    fn()
+    fn()
+    fn()
+    fn()
+
+    // Output:
+    // hello
+    // hello
+}
+```
+
+### <span id="CurryFn">CurryFn</span>
+
+<p>创建柯里化函数</p>
+
+<b>函数签名:</b>
+
+```go
+type CurryFn[T any] func(...T) T
+func (cf CurryFn[T]) New(val T) func(...T) T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/5HopfDwANKX)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    add := func(a, b int) int {
+        return a + b
+    }
+
+    var addCurry function.CurryFn[int] = func(values ...int) int {
+        return add(values[0], values[1])
+    }
+    add1 := addCurry.New(1)
+
+    result := add1(2)
+
+    fmt.Println(result)
+
+    // Output:
+    // 3
+}
+```
+
+### <span id="Compose">Compose</span>
+
+<p>从右至左组合函数列表fnList，返回组合后的函数</p>
+
+<b>函数签名:</b>
+
+```go
+func Compose[T any](fnList ...func(...T) T) func(...T) T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/KKfugD4PKYF)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    toUpper := func(strs ...string) string {
+        return strings.ToUpper(strs[0])
+    }
+    toLower := func(strs ...string) string {
+        return strings.ToLower(strs[0])
+    }
+    transform := function.Compose(toUpper, toLower)
+
+    result := transform("aBCde")
+
+    fmt.Println(result)
+
+    // Output:
+    // ABCDE
+}
+```
+
+### <span id="Debounced">Debounced</span>
+
+<p>创建一个debounced函数，该函数延迟调用fn直到自上次调用debounced函数后等待持续时间过去。</p>
+
+<b>函数签名:</b>
+
+```go
+func Debounced(fn func(), duration time.Duration) func()
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/absuEGB_GN7)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    count := 0
+
+    add := func() {
+        count++
+    }
+
+    debouncedAdd := function.Debounced(add, 50*time.Microsecond)
+
+    debouncedAdd()
+    debouncedAdd()
+    debouncedAdd()
+    debouncedAdd()
+
+    time.Sleep(100 * time.Millisecond)
+
+    fmt.Println(count)
+
+    debouncedAdd()
+
+    time.Sleep(100 * time.Millisecond)
+
+    fmt.Println(count)
+
+    // Output:
+    // 1
+    // 2
+}
+```
+
+### <span id="Delay">Delay</span>
+
+<p>延迟delay时间后调用函数</p>
+
+<b>函数签名:</b>
+
+```go
+func Delay(delay time.Duration, fn any, args ...any)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/Ivtc2ZE-Tye)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    var print = func(s string) {
+        fmt.Println(s)
+    }
+
+    function.Delay(2*time.Second, print, "hello")
+
+    // Output:
+    // hello
+}
+```
+
+### <span id="Schedule">Schedule</span>
+
+<p>每次持续时间调用函数，直到关闭返回的 bool chan</p>
+
+<b>函数签名:</b>
+
+```go
+func Schedule(d time.Duration, fn any, args ...any) chan bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/hbON-Xeyn5N)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    count := 0
+
+    increase := func() {
+        count++
+    }
+
+    stop := function.Schedule(2*time.Second, increase)
+
+    time.Sleep(2 * time.Second)
+    close(stop)
+
+    fmt.Println(count)
+
+    // Output:
+    // 2
+}
+```
+
+### <span id="Pipeline">Pipeline</span>
+
+<p>执行函数pipeline.</p>
+
+<b>函数签名:</b>
+
+```go
+func Pipeline[T any](funcs ...func(T) T) func(T) T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/mPdUVvj6HD6)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    addOne := func(x int) int {
+        return x + 1
+    }
+    double := func(x int) int {
+        return 2 * x
+    }
+    square := func(x int) int {
+        return x * x
+    }
+
+    fn := function.Pipeline(addOne, double, square)
+
+    result := fn(2)
+
+    fmt.Println(result)
+
+    // Output:
+    // 36
+}
+```
+
+### <span id="Watcher">Watcher</span>
+
+<p>Watcher用于记录代码执行时间。可以启动/停止/重置手表定时器。获取函数执行的时间。</p>
+
+<b>函数签名:</b>
+
+```go
+type Watcher struct {
+    startTime int64
+    stopTime  int64
+    excuting  bool
+}
+func NewWatcher() *Watcher
+func (w *Watcher) Start()
+func (w *Watcher) Stop()
+func (w *Watcher) Reset()
+func (w *Watcher) GetElapsedTime() time.Duration
+
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/l2yrOpCLd1I)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    w := function.NewWatcher()
+
+    w.Start()
+
+    longRunningTask()
+
+    fmt.Println(w.excuting) //true
+
+    w.Stop()
+
+    eapsedTime := w.GetElapsedTime().Milliseconds()
+
+    fmt.Println(eapsedTime)
+
+    w.Reset()
+
+}
+
+func longRunningTask() {
+    var slice []int64
+    for i := 0; i < 10000000; i++ {
+        slice = append(slice, int64(i))
+    }
+}
+
+```
+
+### <span id="And">And</span>
+
+<p>返回一个复合谓词判断函数，该判断函数表示一组谓词的逻辑and操作。只有当所有谓词判断函数对于给定的值都返回true时，返回true, 否则返回false。</p>
+
+<b>函数签名:</b>
+
+```go
+func And[T any](predicates ...func(T) bool) func(T) bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/dTBHJMQ0zD2)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    isNumericAndLength5 := function.And(
+        func(s string) bool { return strings.ContainsAny(s, "0123456789") },
+        func(s string) bool { return len(s) == 5 },
+    )
+
+    fmt.Println(isNumericAndLength5("12345"))
+    fmt.Println(isNumericAndLength5("1234"))
+    fmt.Println(isNumericAndLength5("abcde"))
+
+    // Output:
+    // true
+    // false
+    // false
+}
+```
+
+### <span id="Or">Or</span>
+
+<p>返回一个复合谓词判断函数，该判断函数表示一组谓词的逻辑or操作。只有当所有谓词判断函数对于给定的值都返回false时，返回false, 否则返回true。</p>
+
+<b>函数签名:</b>
+
+```go
+func Or[T any](predicates ...func(T) bool) func(T) bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/LitCIsDFNDA)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    containsDigitOrSpecialChar := function.Or(
+        func(s string) bool { return strings.ContainsAny(s, "0123456789") },
+        func(s string) bool { return strings.ContainsAny(s, "!@#$%") },
+    )
+
+    fmt.Println(containsDigitOrSpecialChar("hello!"))
+    fmt.Println(containsDigitOrSpecialChar("hello"))
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="Negate">Negate</span>
+
+<p>返回一个谓词函数，该谓词函数表示当前谓词的逻辑否定。</p>
+
+<b>函数签名:</b>
+
+```go
+func Negate[T any](predicate func(T) bool) func(T) bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/jbI8BtgFnVE)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    // Define some simple predicates for demonstration
+    isUpperCase := func(s string) bool {
+        return strings.ToUpper(s) == s
+    }
+    isLowerCase := func(s string) bool {
+        return strings.ToLower(s) == s
+    }
+    isMixedCase := function.Negate(function.Or(isUpperCase, isLowerCase))
+
+    fmt.Println(isMixedCase("ABC"))
+    fmt.Println(isMixedCase("AbC"))
+
+    // Output:
+    // false
+    // true
+}
+```
+
+
+### <span id="Nor">Nor</span>
+
+<p>返回一个组合谓词函数，表示给定值上所有谓词逻辑非或 (nor) 的结果。只有当所有谓词函数对给定值都返回false时，该组合谓词函数才返回true。</p>
+
+<b>函数签名:</b>
+
+```go
+func Nor[T any](predicates ...func(T) bool) func(T) bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/2KdCoBEOq84)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    match := function.Nor(
+        func(s string) bool { return strings.ContainsAny(s, "0123456789") },
+        func(s string) bool { return len(s) == 5 },
+    )
+
+    fmt.Println(match("dbcdckkeee"))
+
+
+    match = function.Nor(
+        func(s string) bool { return strings.ContainsAny(s, "0123456789") },
+        func(s string) bool { return len(s) == 5 },
+    )
+
+    fmt.Println(match("0123456789"))
+
+    // Output:
+    // true
+    // false
+}
+```
+
+### <span id="Nand">Nand</span>
+
+<p>返回一个复合谓词函数，表示给定谓词函数列表的逻辑非与 (NAND)。仅当列表中所有函数对给定参数返回false时，才返回true，否则返回false。</p>
+
+<b>函数签名:</b>
+
+```go
+func Nand[T any](predicates ...func(T) bool) func(T) bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/Rb-FdNGpgSO)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    isNumericAndLength5 := function.Nand(
+        func(s string) bool { return strings.ContainsAny(s, "0123456789") },
+        func(s string) bool { return len(s) == 5 },
+    )
+
+    fmt.Println(isNumericAndLength5("12345"))
+    fmt.Println(isNumericAndLength5("1234"))
+    fmt.Println(isNumericAndLength5("abcdef"))
+
+    // Output:
+    // false
+    // false
+    // true
+}
+```
+
+### <span id="Xnor">Xnor</span>
+
+<p>返回一个复合谓词函数，表示给定一组谓词函数的逻辑异或 (XNOR)。只有当所有 谓词函数对给参数都返回true或false时，该谓词函数才返回true。</p>
+
+<b>函数签名:</b>
+
+```go
+func Xnor[T any](predicates ...func(T) bool) func(T) bool
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/FJxko8SFbqc)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    isEven := func(i int) bool { return i%2 == 0 }
+    isPositive := func(i int) bool { return i > 0 }
+
+    match := function.Xnor(isEven, isPositive)
+
+    fmt.Println(match(2))
+    fmt.Println(match(-3))
+    fmt.Println(match(3))
+
+    // Output:
+    // true
+    // true
+    // false
+}
+```
+
+### <span id="AcceptIf">AcceptIf</span>
+
+<p>AcceptIf函数会返回另一个函数，该函数的签名与 apply 函数相同，但同时还会包含一个布尔值来表示成功或失败。</p>
+
+<b>函数签名:</b>
+
+```go
+func AcceptIf[T any](predicate func(T) bool, apply func(T) T) func(T) (T, bool)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/XlXHHtzCf7d)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/function"
+)
+
+func main() {
+    adder := function.AcceptIf(
+        function.And(
+            func(x int) bool {
+                return x > 10
+            }, func(x int) bool {
+                return x%2 == 0
+            }),
+        func(x int) int {
+            return x + 1
+        },
+    )
+
+    result, ok := adder(20)
+    fmt.Println(result)
+    fmt.Println(ok)
+
+    result, ok = adder(21)
+    fmt.Println(result)
+    fmt.Println(ok)
+
+    // Output:
+    // 21
+    // true
+    // 0
+    // false
+}
+
+```

docs/api/packages/pointer.md

@@ -0,0 +1,227 @@
+# Pointer
+
+pointer 包支持一些指针类型的操作。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/pointer/pointer.go](https://github.com/duke-git/lancet/blob/main/pointer/pointer.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/pointer"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [Of](#Of)
+-   [Unwrap](#Unwrap)
+-   [ExtractPointer](#ExtractPointer)
+-   [UnwarpOr](#UnwarpOr)
+-   [UnwarpOrDefault](#UnwarpOrDefault)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="Of">Of</span>
+
+<p>返回传入参数的指针值。</p>
+
+<b>函数签名:</b>
+
+```go
+func Of[T any](v T) *T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/HFd70x4DrMj)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/pointer"
+)
+
+func main() {
+    result1 := pointer.Of(123)
+    result2 := pointer.Of("abc")
+
+    fmt.Println(*result1)
+    fmt.Println(*result2)
+
+    // Output:
+    // 123
+    // abc
+}
+```
+
+### <span id="Unwrap">Unwrap</span>
+
+<p>返回传入指针指向的值。</p>
+
+<b>函数签名:</b>
+
+```go
+func Unwrap[T any](p *T) T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/cgeu3g7cjWb)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/pointer"
+)
+
+func main() {
+    a := 123
+    b := "abc"
+
+    result1 := pointer.Unwrap(&a)
+    result2 := pointer.Unwrap(&b)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // 123
+    // abc
+}
+```
+
+### <span id="ExtractPointer">ExtractPointer</span>
+
+<p>返回传入interface的底层值。</p>
+
+<b>函数签名:</b>
+
+```go
+func ExtractPointer(value any) any
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/D7HFjeWU2ZP)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/pointer"
+)
+
+func main() {
+    a := 1
+    b := &a
+    c := &b
+    d := &c
+
+    result := pointer.ExtractPointer(d)
+
+    fmt.Println(result)
+
+    // Output:
+    // 1
+}
+```
+
+### <span id="UnwarpOr">UnwarpOr</span>
+
+<p>返回指针的值，如果指针为零值，则返回fallback。</p>
+
+<b>函数签名:</b>
+
+```go
+UnwarpOr[T any](p *T, fallback T) T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/mmNaLC38W8C)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/pointer"
+)
+
+func main() {
+	a := 123
+	b := "abc"
+
+	var c *int
+	var d *string
+
+	result1 := pointer.UnwarpOr(&a, 456)
+	result2 := pointer.UnwarpOr(&b, "abc")
+	result3 := pointer.UnwarpOr(c, 456)
+	result4 := pointer.UnwarpOr(d, "def")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// 123
+	// abc
+	// 456
+	// def
+}
+```
+
+### <span id="UnwarpOrDefault">UnwarpOrDefault</span>
+
+<p>返回指针的值，如果指针为零值，则返回相应零值。</p>
+
+<b>函数签名:</b>
+
+```go
+UnwarpOrDefault[T any](p *T) T
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/ZnGIHf8_o4E)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/pointer"
+)
+
+func main() {
+	a := 123
+	b := "abc"
+
+	var c *int
+	var d *string
+
+	result1 := pointer.UnwarpOrDefault(&a)
+	result2 := pointer.UnwarpOrDefault(&b)
+	result3 := pointer.UnwarpOrDefault(c)
+	result4 := pointer.UnwarpOrDefault(d)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// 123
+	// abc
+	// 0
+	//
+}
+```

docs/api/packages/random.md

@@ -0,0 +1,355 @@
+# Random
+
+random 随机数生成器包，可以生成随机[]bytes, int, string。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/random/random.go](https://github.com/duke-git/lancet/blob/main/random/random.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/random"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [RandBytes](#RandBytes)
+-   [RandInt](#RandInt)
+-   [RandString](#RandString)
+-   [RandUpper](#RandUpper)
+-   [RandLower](#RandLower)
+-   [RandNumeral](#RandNumeral)
+-   [RandNumeralOrLetter](#RandNumeralOrLetter)
+-   [RandSymbolChar](#RandSymbolChar)
+-   [UUIdV4](#UUIdV4)
+-   [RandUniqueIntSlice](#RandUniqueIntSlice)
+-   [RandFloat](#RandFloat)
+-   [RandFloats](#RandFloats)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="RandBytes">RandBytes</span>
+
+<p>生成随机字节切片</p>
+
+<b>函数签名:</b>
+
+```go
+func RandBytes(length int) []byte
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/EkiLESeXf8d)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randBytes := random.RandBytes(4)
+    fmt.Println(randBytes)
+}
+```
+
+### <span id="RandInt">RandInt</span>
+
+<p>生成随机int, 范围[min, max)</p>
+
+<b>函数签名:</b>
+
+```go
+func RandInt(min, max int) int
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/pXyyAAI5YxD)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    rInt := random.RandInt(1, 10)
+    fmt.Println(rInt)
+}
+```
+
+### <span id="RandString">RandString</span>
+
+<p>生成给定长度的随机字符串，只包含字母(a-zA-Z)</p>
+
+<b>函数签名:</b>
+
+```go
+func RandString(length int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/W2xvRUXA7Mi)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randStr := random.RandString(6)
+    fmt.Println(randStr) //pGWsze
+}
+```
+
+### <span id="RandUpper">RandUpper</span>
+
+<p>生成给定长度的随机大写字母字符串</p>
+
+<b>函数签名:</b>
+
+```go
+func RandUpper(length int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/29QfOh0DVuh)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randStr := random.RandString(6)
+    fmt.Println(randStr) //PACWGF
+}
+```
+
+### <span id="RandLower">RandLower</span>
+
+<p>生成给定长度的随机小写字母字符串</p>
+
+<b>函数签名:</b>
+
+```go
+func RandLower(length int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/XJtZ471cmtI)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randStr := random.RandLower(6)
+    fmt.Println(randStr) //siqbew
+}
+```
+
+### <span id="RandNumeral">RandNumeral</span>
+
+<p>生成给定长度的随机数字字符串</p>
+
+<b>函数签名:</b>
+
+```go
+func RandNumeral(length int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/g4JWVpHsJcf)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randStr := random.RandNumeral(6)
+    fmt.Println(randStr) //035172
+}
+```
+
+### <span id="RandNumeralOrLetter">RandNumeralOrLetter</span>
+
+<p>生成给定长度的随机字符串（数字+字母)</p>
+
+<b>函数签名:</b>
+
+```go
+func RandNumeralOrLetter(length int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/19CEQvpx2jD)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randStr := random.RandNumeralOrLetter(6)
+    fmt.Println(randStr) //0aW7cQ
+}
+```
+
+### <span id="RandSymbolChar">RandSymbolChar</span>
+
+<p>生成给定长度的随机符号字符串。</p>
+
+<b>函数签名:</b>
+
+```go
+func RandSymbolChar(length int) string
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/Im6ZJxAykOm)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    randStr := random.RandSymbolChar(6)
+    fmt.Println(randStr) // 随机特殊字符字符串，例如: @#(_")
+}
+```
+
+### <span id="UUIdV4">UUIdV4</span>
+
+<p>生成UUID v4字符串</p>
+
+<b>函数签名:</b>
+
+```go
+func UUIdV4() (string, error)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/_Z9SFmr28ft)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    uuid, err := random.UUIdV4()
+    if err != nil {
+        return
+    }
+    fmt.Println(uuid)
+}
+```
+
+### <span id="RandUniqueIntSlice">RandUniqueIntSlice</span>
+
+<p>生成一个不重复的长度为n的随机int切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func RandUniqueIntSlice(n, min, max int) []int
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/uBkRSOz73Ec)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    result := random.RandUniqueIntSlice(5, 0, 10)
+    fmt.Println(result) //[0 4 7 1 5] (random)
+}
+```
+
+### <span id="RandFloat">RandFloat</span>
+
+<p>生成随机float64数字，可以指定范围和精度。</p>
+
+<b>函数签名:</b>
+
+```go
+func RandFloat(min, max float64, precision int) float64
+```
+
+<b>实例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/zbD_tuobJtr)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    floatNumber := random.RandFloat(1.0, 5.0, 2)
+    fmt.Println(floatNumber) //2.14 (random number)
+}
+```
+
+### <span id="RandFloats">RandFloats</span>
+
+<p>生成随机float64数字切片，指定长度，范围和精度.</p>
+
+<b>函数签名:</b>
+
+```go
+func RandFloats(n int, min, max float64, precision int) []float64
+```
+
+<b>实例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/I3yndUQ-rhh)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/random"
+)
+
+func main() {
+    floatNumbers := random.RandFloats(5, 1.0, 5.0, 2)
+    fmt.Println(floatNumber) //[3.42 3.99 1.3 2.38 4.23] (random)
+}
+```

docs/api/packages/retry.md

@@ -0,0 +1,464 @@
+# Retry
+
+retry 重试执行函数直到函数运行成功或被 context cancel。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/retry/retry.go](https://github.com/duke-git/lancet/blob/main/retry/retry.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/retry"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [Context](#Context)
+-   [Retry](#Retry)
+-   [RetryFunc](#RetryFunc)
+-   [RetryDuration](#RetryDuration)
+-   [RetryTimes](#RetryTimes)
+-   [BackoffStrategy](#BackoffStrategy)
+-   [RetryWithCustomBackoff](#RetryWithCustomBackoff)
+-   [RetryWithLinearBackoff](#RetryWithLinearBackoff)
+-   [RetryWithExponentialWithJitterBackoff](#RetryWithExponentialWithJitterBackoff)
+
+<div STYLE="page-break-after: always;"></div>
+
+
+## 文档
+
+### <span id="Context">Context</span>
+
+<p>设置重试context参数</p>
+
+<b>函数签名:</b>
+
+```go
+func Context(ctx context.Context)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/xnAOOXv9GkS)</span></b>
+
+```go
+import (
+    "context"
+    "errors"
+    "fmt"
+    "lancet-demo/retry"
+    "time"
+)
+
+func main() {
+    ctx, cancel := context.WithCancel(context.TODO())
+
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number > 3 {
+            cancel()
+        }
+        return errors.New("error occurs")
+    }
+
+    duration := retry.RetryDuration(time.Microsecond*50)
+
+    retry.Retry(increaseNumber,
+        duration,
+        retry.Context(ctx),
+    )
+
+    fmt.Println(number)
+
+    // Output:
+    // 4
+}
+```
+
+### <span id="RetryFunc">RetryFunc</span>
+
+<p>被重试执行的函数</p>
+
+<b>函数签名:</b>
+
+```go
+type RetryFunc func() error
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/nk2XRmagfVF)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+func main() {
+    number := 0
+    var increaseNumber retry.RetryFunc = func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    duration := retry.RetryDuration(time.Microsecond*50)
+
+    err := retry.Retry(increaseNumber, duration)
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```
+
+### <span id="RetryTimes">RetryTimes</span>
+
+<p>设置重试次数，默认5</p>
+
+<b>函数签名:</b>
+
+```go
+func RetryTimes(n uint)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/ssfVeU2SwLO)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+func main() {
+    number := 0
+
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    err := retry.Retry(increaseNumber, retry.RetryTimes(2))
+    if err != nil {
+        fmt.Println(err)
+    }
+
+    // Output:
+    // function main.main.func1 run failed after 2 times retry
+}
+```
+
+### <span id="RetryDuration">RetryDuration</span>
+
+<p>设置重试间隔时间，默认3秒</p>
+
+<b>函数签名:</b>
+
+```go
+func RetryDuration(d time.Duration)
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/nk2XRmagfVF)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+func main() {
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    duration := retry.RetryDuration(time.Microsecond*50)
+
+    err := retry.Retry(increaseNumber, duration)
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```
+
+### <span id="Retry">Retry</span>
+
+<p>重试执行函数retryFunc，直到函数运行成功，或被context停止</p>
+
+<b>函数签名:</b>
+
+```go
+func Retry(retryFunc RetryFunc, opts ...Option) error
+```
+
+<b>示例:<span style="float:right;display:inline-block;">[运行](https://go.dev/play/p/nk2XRmagfVF)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+func main() {
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    duration := retry.RetryDuration(time.Microsecond*50)
+
+    err := retry.Retry(increaseNumber, duration)
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```
+
+### <span id="BackoffStrategy">BackoffStrategy</span>
+
+<p>定义计算退避间隔的方法的接口。</p>
+
+<b>函数签名:</b>
+
+```go
+// BackoffStrategy is an interface that defines a method for calculating backoff intervals.
+type BackoffStrategy interface {
+    // CalculateInterval returns the time.Duration after which the next retry attempt should be made.
+    CalculateInterval() time.Duration
+}
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+type ExampleCustomBackoffStrategy struct {
+    interval time.Duration
+}
+
+func (c *ExampleCustomBackoffStrategy) CalculateInterval() time.Duration {
+    return c.interval + 1
+}
+
+func main() {
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    err := retry,Retry(increaseNumber, retry.RetryWithCustomBackoff(&示例CustomBackoffStrategy{interval: time.Microsecond * 50}))
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```
+
+### <span id="RetryWithCustomBackoff">RetryWithCustomBackoff</span>
+
+<p>设置自定义退避策略。</p>
+
+<b>函数签名:</b>
+
+```go
+func RetryWithCustomBackoff(backoffStrategy BackoffStrategy) Option 
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+type ExampleCustomBackoffStrategy struct {
+    interval time.Duration
+}
+
+func (c *ExampleCustomBackoffStrategy) CalculateInterval() time.Duration {
+    return c.interval + 1
+}
+
+func main() {
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    err := retry,Retry(increaseNumber, retry.RetryWithCustomBackoff(&示例CustomBackoffStrategy{interval: time.Microsecond * 50}))
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```
+
+
+### <span id="RetryWithLinearBackoff">RetryWithLinearBackoff</span>
+
+<p>设置线性策略退避。</p>
+
+<b>函数签名:</b>
+
+```go
+func RetryWithLinearBackoff(interval time.Duration) Option
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+func main() {
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    err := retry.Retry(increaseNumber, retry.RetryWithLinearBackoff(time.Microsecond*50))
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```
+
+
+### <span id="RetryWithExponentialWithJitterBackoff">RetryWithExponentialWithJitterBackoff</span>
+
+<p>设置指数策略退避。</p>
+
+<b>函数签名:</b>
+
+```go
+func RetryWithExponentialWithJitterBackoff(interval time.Duration, base uint64, maxJitter time.Duration) Option
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "errors"
+    "log"
+    "github.com/duke-git/lancet/v2/retry"
+)
+
+func main() {
+    number := 0
+    increaseNumber := func() error {
+        number++
+        if number == 3 {
+            return nil
+        }
+        return errors.New("error occurs")
+    }
+
+    err := retry.Retry(increaseNumber, retry.RetryWithExponentialWithJitterBackoff(time.Microsecond*50, 2, time.Microsecond*25))
+    if err != nil {
+        return
+    }
+
+    fmt.Println(number)
+
+    // Output:
+    // 3
+}
+```