doc: update doc for slice retry random package

* feat: CopyOnWriteList adds more functions such as ForEach, Sort

* feat: CopyOnWriteList adds more functions such as ForEach, Sort

.github/workflows/codecov.yml

@@ -1,11 +1,13 @@
-name: Test and coverage
+name: test
 on:
   push:
     branches:
       - main
+      # - v2
   pull_request:
     branches:
       - main
+      # - v2
 jobs:
   build:
     runs-on: ubuntu-latest
@@ -15,8 +17,8 @@ jobs:
           fetch-depth: 2
       - uses: actions/setup-go@v2
         with:
-          go-version: "1.16"
+          go-version: "1.18"
       - name: Run coverage
-        run: go test -v ./... -race -coverprofile=coverage.txt -covermode=atomic
+        run: go test -v ./... -coverprofile=coverage.txt -covermode=atomic
       - name: Upload coverage to Codecov
         run: bash <(curl -s https://codecov.io/bash)

.gitignore

@@ -3,4 +3,12 @@
 .DS_Store
 cryptor/*.txt
 fileutil/*.txt
-cryptor/*.pem
+fileutil/*.zip
+fileutil/*.link
+fileutil/unzip/*
+fileutil/tempdir/*
+slice/testdata/*
+cryptor/*.pem
+test
+docs/node_modules
+docs/.vitepress/cache

SECURITY.md

@@ -0,0 +1,15 @@
+# Security Policy
+
+## Supported Versions
+Here is the lancet version and compatibility with go language version.
+
+| Version | Supported         |
+| ------- | ------------------|
+| 2.x.x   | +go v1.18         |
+| 1.x.x   | +go v1.12         |
+
+
+## Reporting a Vulnerability
+
+For now, there is no public website to report a vulnerability, If you find security issue in lancet, you can send it to me via my email `lanliddd.2007@163.com`.
+we can discuss it. I am appreciate if someone can create a public page for reporting vulnerability.

algorithm/lrucache.go

@@ -0,0 +1,121 @@
+package algorithm
+
+type lruNode[K comparable, V any] struct {
+	key   K
+	value V
+	pre   *lruNode[K, V]
+	next  *lruNode[K, V]
+}
+
+// newLruNode return a lruNode pointer
+func newLruNode[K comparable, V any](key K, value V) *lruNode[K, V] {
+	return &lruNode[K, V]{
+		key:   key,
+		value: value,
+		pre:   nil,
+		next:  nil,
+	}
+}
+
+// LRUCache lru cache (thread unsafe)
+type LRUCache[K comparable, V any] struct {
+	cache    map[K]*lruNode[K, V]
+	head     *lruNode[K, V]
+	tail     *lruNode[K, V]
+	capacity int
+	length   int
+}
+
+// NewLRUCache creates a LRUCache pointer instance.
+func NewLRUCache[K comparable, V any](capacity int) *LRUCache[K, V] {
+	return &LRUCache[K, V]{
+		cache:    make(map[K]*lruNode[K, V], capacity),
+		head:     nil,
+		tail:     nil,
+		capacity: capacity,
+		length:   0,
+	}
+}
+
+// Get value of key from lru cache.
+// Play: https://go.dev/play/p/iUynEfOP8G0
+func (l *LRUCache[K, V]) Get(key K) (V, bool) {
+	var value V
+
+	node, ok := l.cache[key]
+	if ok {
+		l.moveToHead(node)
+		return node.value, true
+	}
+
+	return value, false
+}
+
+// Put value of key into lru cache.
+// Play: https://go.dev/play/p/iUynEfOP8G0
+func (l *LRUCache[K, V]) Put(key K, value V) {
+	node, ok := l.cache[key]
+	if !ok {
+		newNode := newLruNode(key, value)
+		l.cache[key] = newNode
+		l.addNode(newNode)
+
+		if len(l.cache) > l.capacity {
+			oldKey := l.deleteNode(l.head)
+			delete(l.cache, oldKey)
+		}
+	} else {
+		node.value = value
+		l.moveToHead(node)
+	}
+	l.length = len(l.cache)
+}
+
+// Delete item from lru cache.
+func (l *LRUCache[K, V]) Delete(key K) bool {
+	node, ok := l.cache[key]
+	if ok {
+		key := l.deleteNode(node)
+		delete(l.cache, key)
+		return true
+	}
+
+	return false
+}
+
+// Len returns the number of items in the cache.
+func (l *LRUCache[K, V]) Len() int {
+	return l.length
+}
+
+func (l *LRUCache[K, V]) addNode(node *lruNode[K, V]) {
+	if l.tail != nil {
+		l.tail.next = node
+		node.pre = l.tail
+		node.next = nil
+	}
+	l.tail = node
+	if l.head == nil {
+		l.head = node
+	}
+}
+
+func (l *LRUCache[K, V]) deleteNode(node *lruNode[K, V]) K {
+	if node == l.tail {
+		l.tail = l.tail.pre
+	} else if node == l.head {
+		l.head = l.head.next
+	} else {
+		node.pre.next = node.next
+		node.next.pre = node.pre
+	}
+	return node.key
+}
+
+func (l *LRUCache[K, V]) moveToHead(node *lruNode[K, V]) {
+	if l.tail == node {
+		return
+	}
+	l.deleteNode(node)
+	l.addNode(node)
+}

algorithm/lrucache_example_test.go

@@ -0,0 +1,79 @@
+package algorithm
+
+import "fmt"
+
+func ExampleLRUCache_Put() {
+	cache := 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)
+
+	// Output:
+	// 1 true
+	// 2 true
+	// 0 false
+}
+
+func ExampleLRUCache_Get() {
+	cache := 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)
+
+	// Output:
+	// 1 true
+	// 2 true
+	// 0 false
+}
+
+func ExampleLRUCache_Delete() {
+	cache := NewLRUCache[int, int](2)
+
+	cache.Put(1, 1)
+	cache.Put(2, 2)
+
+	result1, ok1 := cache.Get(1)
+
+	ok2 := cache.Delete(2)
+
+	_, ok3 := cache.Get(2)
+
+	fmt.Println(result1, ok1)
+	fmt.Println(ok2)
+	fmt.Println(ok3)
+
+	// Output:
+	// 1 true
+	// true
+	// false
+}
+
+func ExampleLRUCache_Len() {
+	cache := NewLRUCache[int, int](2)
+
+	cache.Put(1, 1)
+	cache.Put(2, 2)
+
+	result := cache.Len()
+
+	fmt.Println(result)
+
+	// Output:
+	// 2
+}

algorithm/lrucache_test.go

@@ -0,0 +1,34 @@
+package algorithm
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestLRUCache(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestLRUCache")
+
+	cache := NewLRUCache[int, int](3)
+
+	cache.Put(1, 1)
+	cache.Put(2, 2)
+	cache.Put(3, 3)
+
+	asssert.Equal(3, cache.Len())
+
+	v, ok := cache.Get(1)
+	asssert.Equal(true, ok)
+	asssert.Equal(1, v)
+
+	v, ok = cache.Get(2)
+	asssert.Equal(true, ok)
+	asssert.Equal(2, v)
+
+	ok = cache.Delete(2)
+	asssert.Equal(true, ok)
+
+	_, ok = cache.Get(2)
+	asssert.Equal(false, ok)
+}

algorithm/search.go

@@ -0,0 +1,66 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// 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"
+
+// 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: 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) {
+			return i
+		}
+	}
+	return -1
+}
+
+// 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 {
+	if highIndex < lowIndex || len(sortedSlice) == 0 {
+		return -1
+	}
+
+	midIndex := int(lowIndex + (highIndex-lowIndex)/2)
+	isMidValGreatTarget := comparator.Compare(sortedSlice[midIndex], target) == 1
+	isMidValLessTarget := comparator.Compare(sortedSlice[midIndex], target) == -1
+
+	if isMidValGreatTarget {
+		return BinarySearch(sortedSlice, target, lowIndex, midIndex-1, comparator)
+	} else if isMidValLessTarget {
+		return BinarySearch(sortedSlice, target, midIndex+1, highIndex, comparator)
+	}
+
+	return midIndex
+}
+
+// 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 {
+	startIndex := lowIndex
+	endIndex := highIndex
+
+	var midIndex int
+	for startIndex <= endIndex {
+		midIndex = int(startIndex + (endIndex-startIndex)/2)
+		isMidValGreatTarget := comparator.Compare(sortedSlice[midIndex], target) == 1
+		isMidValLessTarget := comparator.Compare(sortedSlice[midIndex], target) == -1
+
+		if isMidValGreatTarget {
+			endIndex = midIndex - 1
+		} else if isMidValLessTarget {
+			startIndex = midIndex + 1
+		} else {
+			return midIndex
+		}
+	}
+	return -1
+}

algorithm/search_example_test.go

@@ -0,0 +1,51 @@
+package algorithm
+
+import "fmt"
+
+func ExampleLinearSearch() {
+	numbers := []int{3, 4, 5, 3, 2, 1}
+
+	equalFunc := func(a, b int) bool {
+		return a == b
+	}
+
+	result1 := LinearSearch(numbers, 3, equalFunc)
+	result2 := LinearSearch(numbers, 6, equalFunc)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// 0
+	// -1
+}
+
+func ExampleBinarySearch() {
+	numbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
+	comparator := &intComparator{}
+
+	result1 := BinarySearch(numbers, 5, 0, len(numbers)-1, comparator)
+	result2 := BinarySearch(numbers, 9, 0, len(numbers)-1, comparator)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// 4
+	// -1
+}
+
+func ExampleBinaryIterativeSearch() {
+	numbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
+	comparator := &intComparator{}
+
+	result1 := BinaryIterativeSearch(numbers, 5, 0, len(numbers)-1, comparator)
+	result2 := BinaryIterativeSearch(numbers, 9, 0, len(numbers)-1, comparator)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// Output:
+	// 4
+	// -1
+}

algorithm/search_test.go

@@ -0,0 +1,41 @@
+package algorithm
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestLinearSearch(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestLinearSearch")
+
+	numbers := []int{3, 4, 5, 3, 2, 1}
+	equalFunc := func(a, b int) bool {
+		return a == b
+	}
+
+	asssert.Equal(0, LinearSearch(numbers, 3, equalFunc))
+	asssert.Equal(-1, LinearSearch(numbers, 6, equalFunc))
+}
+
+func TestBinarySearch(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestBinarySearch")
+
+	sortedNumbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
+	comparator := &intComparator{}
+
+	asssert.Equal(4, BinarySearch(sortedNumbers, 5, 0, len(sortedNumbers)-1, comparator))
+	asssert.Equal(-1, BinarySearch(sortedNumbers, 9, 0, len(sortedNumbers)-1, comparator))
+}
+
+func TestBinaryIterativeSearch(t *testing.T) {
+	asssert := internal.NewAssert(t, "TestBinaryIterativeSearch")
+
+	sortedNumbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
+	comparator := &intComparator{}
+
+	asssert.Equal(4, BinaryIterativeSearch(sortedNumbers, 5, 0, len(sortedNumbers)-1, comparator))
+	asssert.Equal(-1, BinaryIterativeSearch(sortedNumbers, 9, 0, len(sortedNumbers)-1, comparator))
+}

algorithm/sort.go

@@ -0,0 +1,199 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+package algorithm
+
+import "github.com/duke-git/lancet/v2/lancetconstraints"
+
+// 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) {
+	for i := 0; i < len(slice); i++ {
+		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)
+			}
+		}
+	}
+}
+
+// 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) {
+	for i := 0; i < len(slice); i++ {
+		for j := i; j > 0; j-- {
+			isPreLessThanCurrent := comparator.Compare(slice[j], slice[j-1]) == -1
+			if isPreLessThanCurrent {
+				swap(slice, j, j-1)
+			} else {
+				break
+			}
+		}
+	}
+}
+
+// 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) {
+	for i := 0; i < len(slice); i++ {
+		min := i
+		for j := i + 1; j < len(slice); j++ {
+			if comparator.Compare(slice[j], slice[min]) == -1 {
+				min = j
+			}
+		}
+		swap(slice, i, min)
+	}
+}
+
+// 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) {
+	size := len(slice)
+
+	gap := 1
+	for gap < size/3 {
+		gap = 3*gap + 1
+	}
+
+	for gap >= 1 {
+		for i := gap; i < size; i++ {
+			for j := i; j >= gap && comparator.Compare(slice[j], slice[j-gap]) == -1; j -= gap {
+				swap(slice, j, j-gap)
+			}
+		}
+		gap = gap / 3
+	}
+}
+
+// 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) {
+	quickSort(slice, 0, len(slice)-1, comparator)
+}
+
+func quickSort[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) {
+	if lowIndex < highIndex {
+		p := partition(slice, lowIndex, highIndex, comparator)
+		quickSort(slice, lowIndex, p-1, comparator)
+		quickSort(slice, p+1, highIndex, comparator)
+	}
+}
+
+// partition split slice into two parts
+func partition[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int {
+	p := slice[highIndex]
+	i := lowIndex
+	for j := lowIndex; j < highIndex; j++ {
+		if comparator.Compare(slice[j], p) == -1 { //slice[j] < p
+			swap(slice, i, j)
+			i++
+		}
+	}
+
+	swap(slice, i, highIndex)
+
+	return i
+}
+
+// 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) {
+	size := len(slice)
+
+	for i := size/2 - 1; i >= 0; i-- {
+		sift(slice, i, size-1, comparator)
+	}
+	for j := size - 1; j > 0; j-- {
+		swap(slice, 0, j)
+		sift(slice, 0, j-1, comparator)
+	}
+}
+
+func sift[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) {
+	i := lowIndex
+	j := 2*i + 1
+
+	temp := slice[i]
+	for j <= highIndex {
+		if j < highIndex && comparator.Compare(slice[j], slice[j+1]) == -1 { //slice[j] < slice[j+1]
+			j++
+		}
+		if comparator.Compare(temp, slice[j]) == -1 { //tmp < slice[j]
+			slice[i] = slice[j]
+			i = j
+			j = 2*i + 1
+		} else {
+			break
+		}
+	}
+	slice[i] = temp
+}
+
+// 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) {
+	mergeSort(slice, 0, len(slice)-1, comparator)
+}
+
+func mergeSort[T any](slice []T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) {
+	if lowIndex < highIndex {
+		mid := (lowIndex + highIndex) / 2
+		mergeSort(slice, lowIndex, mid, comparator)
+		mergeSort(slice, mid+1, highIndex, comparator)
+		merge(slice, lowIndex, mid, highIndex, comparator)
+	}
+}
+
+func merge[T any](slice []T, lowIndex, midIndex, highIndex int, comparator lancetconstraints.Comparator) {
+	i := lowIndex
+	j := midIndex + 1
+	temp := []T{}
+
+	for i <= midIndex && j <= highIndex {
+		//slice[i] < slice[j]
+		if comparator.Compare(slice[i], slice[j]) == -1 {
+			temp = append(temp, slice[i])
+			i++
+		} else {
+			temp = append(temp, slice[j])
+			j++
+		}
+	}
+
+	if i <= midIndex {
+		temp = append(temp, slice[i:midIndex+1]...)
+	} else {
+		temp = append(temp, slice[j:highIndex+1]...)
+	}
+
+	for k := 0; k < len(temp); k++ {
+		slice[lowIndex+k] = temp[k]
+	}
+}
+
+// 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 {
+	size := len(slice)
+	out := make([]T, size)
+
+	for i := 0; i < size; i++ {
+		count := 0
+		for j := 0; j < size; j++ {
+			//slice[i] > slice[j]
+			if comparator.Compare(slice[i], slice[j]) == 1 {
+				count++
+			}
+		}
+		out[count] = slice[i]
+	}
+
+	return out
+}
+
+// swap two slice value at index i and j
+func swap[T any](slice []T, i, j int) {
+	slice[i], slice[j] = slice[j], slice[i]
+}

algorithm/sort_example_test.go

@@ -0,0 +1,93 @@
+package algorithm
+
+import "fmt"
+
+func ExampleBubbleSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	BubbleSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleCountSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	sortedNumber := CountSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	fmt.Println(sortedNumber)
+	// Output:
+	// [2 1 5 3 6 4]
+	// [1 2 3 4 5 6]
+}
+
+func ExampleHeapSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	HeapSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleMergeSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	MergeSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleInsertionSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	InsertionSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleSelectionSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	SelectionSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleShellSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	ShellSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}
+
+func ExampleQuickSort() {
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+
+	QuickSort(numbers, comparator)
+
+	fmt.Println(numbers)
+	// Output:
+	// [1 2 3 4 5 6]
+}

algorithm/sort_test.go

@@ -0,0 +1,217 @@
+package algorithm
+
+import (
+	"fmt"
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+// People test mock data
+type people struct {
+	Name string
+	Age  int
+}
+
+// PeopleAageComparator sort people slice by age field
+type peopleAgeComparator struct{}
+
+// Compare implements github.com/duke-git/lancet/v2/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
+}
+
+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 TestBubbleSortForStructSlice(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestBubbleSortForStructSlice")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	BubbleSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestBubbleSortForIntSlice(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestBubbleSortForIntSlice")
+
+	numbers := []int{2, 1, 5, 3, 6, 4}
+	comparator := &intComparator{}
+	BubbleSort(numbers, comparator)
+
+	asssert.Equal([]int{1, 2, 3, 4, 5, 6}, numbers)
+}
+
+func TestInsertionSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestInsertionSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	InsertionSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestSelectionSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestSelectionSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	SelectionSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestShellSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestShellSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	ShellSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestQuickSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestQuickSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	QuickSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestHeapSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestHeapSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	HeapSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestMergeSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestMergeSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	MergeSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", peoples)
+
+	asssert.Equal(expected, actual)
+}
+
+func TestCountSort(t *testing.T) {
+	t.Parallel()
+	asssert := internal.NewAssert(t, "TestCountSort")
+
+	peoples := []people{
+		{Name: "a", Age: 20},
+		{Name: "b", Age: 10},
+		{Name: "c", Age: 17},
+		{Name: "d", Age: 8},
+		{Name: "e", Age: 28},
+	}
+	comparator := &peopleAgeComparator{}
+	sortedPeopleByAge := CountSort(peoples, comparator)
+
+	expected := "[{d 8} {b 10} {c 17} {a 20} {e 28}]"
+	actual := fmt.Sprintf("%v", sortedPeopleByAge)
+
+	asssert.Equal(expected, actual)
+}

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.Compare(bytesObj1, bytesObj2) == 0 {
+					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 +1,156 @@
+package compare
+
+import (
+	"testing"
+	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestEqual(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestEqual")
+
+	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"}))
+
+	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))
+
+	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))
+}
+
+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"))
+}
+
+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)))
+}
+
+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"))
+}
+
+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)))
+}
+
+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"))
+}
+
+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

@@ -0,0 +1,247 @@
+// 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.
+package concurrency
+
+import (
+	"context"
+	"sync"
+)
+
+// Channel is a logic object which can generate or manipulate go channel
+// all methods of Channel are in the book tilted《Concurrency in Go》
+type Channel[T any] struct {
+}
+
+// NewChannel return a Channel instance
+func NewChannel[T any]() *Channel[T] {
+	return &Channel[T]{}
+}
+
+// Generate creates channel, then put values into the channel.
+// Play: https://go.dev/play/p/7aB4KyMMp9A
+func (c *Channel[T]) Generate(ctx context.Context, values ...T) <-chan T {
+	dataStream := make(chan T)
+
+	go func() {
+		defer close(dataStream)
+
+		for _, v := range values {
+			select {
+			case <-ctx.Done():
+				return
+			case dataStream <- v:
+			}
+		}
+	}()
+
+	return dataStream
+}
+
+// Repeat create channel, put values into the channel repeatly until cancel the context.
+// Play: https://go.dev/play/p/k5N_ALVmYjE
+func (c *Channel[T]) Repeat(ctx context.Context, values ...T) <-chan T {
+	dataStream := make(chan T)
+
+	go func() {
+		defer close(dataStream)
+		for {
+			for _, v := range values {
+				select {
+				case <-ctx.Done():
+					return
+				case dataStream <- v:
+				}
+			}
+		}
+	}()
+	return dataStream
+}
+
+// RepeatFn create a channel, excutes fn repeatly, and put the result into the channel
+// until close context.
+// Play: https://go.dev/play/p/4J1zAWttP85
+func (c *Channel[T]) RepeatFn(ctx context.Context, fn func() T) <-chan T {
+	dataStream := make(chan T)
+
+	go func() {
+		defer close(dataStream)
+		for {
+			select {
+			case <-ctx.Done():
+				return
+			case dataStream <- fn():
+			}
+		}
+	}()
+	return dataStream
+}
+
+// Take create a channel whose values are taken from another channel with limit number.
+// 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)
+
+	go func() {
+		defer close(takeStream)
+
+		for i := 0; i < number; i++ {
+			select {
+			case <-ctx.Done():
+				return
+			case takeStream <- <-valueStream:
+			}
+		}
+	}()
+
+	return takeStream
+}
+
+// FanIn merge multiple channels into one channel.
+// Play: https://go.dev/play/p/2VYFMexEvTm
+func (c *Channel[T]) FanIn(ctx context.Context, channels ...<-chan T) <-chan T {
+	out := make(chan T)
+
+	go func() {
+		var wg sync.WaitGroup
+		wg.Add(len(channels))
+
+		for _, c := range channels {
+			go func(c <-chan T) {
+				defer wg.Done()
+				for v := range c {
+					select {
+					case <-ctx.Done():
+						return
+					case out <- v:
+					}
+				}
+			}(c)
+		}
+		wg.Wait()
+		close(out)
+	}()
+
+	return out
+}
+
+// Tee split one chanel into two channels, until cancel the context.
+// 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)
+
+	go func() {
+		defer close(out1)
+		defer close(out2)
+
+		for val := range c.OrDone(ctx, in) {
+			var out1, out2 = out1, out2
+			for i := 0; i < 2; i++ {
+				select {
+				case <-ctx.Done():
+				case out1 <- val:
+					out1 = nil
+				case out2 <- val:
+					out2 = nil
+				}
+			}
+		}
+	}()
+
+	return out1, out2
+}
+
+// Bridge link multiply channels into one channel.
+// 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)
+
+	go func() {
+		defer close(valStream)
+
+		for {
+			var stream <-chan T
+			select {
+			case maybeStream, ok := <-chanStream:
+				if !ok {
+					return
+				}
+				stream = maybeStream
+			case <-ctx.Done():
+				return
+			}
+
+			for val := range c.OrDone(ctx, stream) {
+				select {
+				case valStream <- val:
+				case <-ctx.Done():
+				}
+			}
+		}
+	}()
+
+	return valStream
+}
+
+// Or read one or more channels into one channel, will close when any readin channel is closed.
+// Play: https://go.dev/play/p/Wqz9rwioPww
+func (c *Channel[T]) Or(channels ...<-chan T) <-chan T {
+	switch len(channels) {
+	case 0:
+		return nil
+	case 1:
+		return channels[0]
+	}
+
+	orDone := make(chan T)
+
+	go func() {
+		defer close(orDone)
+
+		switch len(channels) {
+		case 2:
+			select {
+			case <-channels[0]:
+			case <-channels[1]:
+			}
+		default:
+			select {
+			case <-channels[0]:
+			case <-channels[1]:
+			case <-channels[2]:
+			case <-c.Or(append(channels[3:], orDone)...):
+			}
+		}
+	}()
+
+	return orDone
+}
+
+// OrDone read a channel into another channel, will close until cancel context.
+// 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)
+
+	go func() {
+		defer close(valStream)
+		for {
+			select {
+			case <-ctx.Done():
+				return
+			case v, ok := <-channel:
+				if !ok {
+					return
+				}
+				select {
+				case valStream <- v:
+				case <-ctx.Done():
+				}
+			}
+		}
+
+	}()
+
+	return valStream
+}

concurrency/channel_example_test.go

@@ -0,0 +1,196 @@
+package concurrency
+
+import (
+	"context"
+	"fmt"
+	"time"
+)
+
+func ExampleChannel_Generate() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	intStream := c.Generate(ctx, 1, 2, 3)
+
+	fmt.Println(<-intStream)
+	fmt.Println(<-intStream)
+	fmt.Println(<-intStream)
+
+	// Output:
+	// 1
+	// 2
+	// 3
+}
+
+func ExampleChannel_Repeat() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	intStream := c.Take(ctx, c.Repeat(ctx, 1, 2), 4)
+
+	for v := range intStream {
+		fmt.Println(v)
+	}
+	// Output:
+	// 1
+	// 2
+	// 1
+	// 2
+}
+
+func ExampleChannel_RepeatFn() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	fn := func() string {
+		return "hello"
+	}
+
+	c := NewChannel[string]()
+	intStream := c.Take(ctx, c.RepeatFn(ctx, fn), 3)
+
+	for v := range intStream {
+		fmt.Println(v)
+	}
+	// Output:
+	// hello
+	// hello
+	// hello
+}
+
+func ExampleChannel_Take() {
+	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 := NewChannel[int]()
+	intStream := c.Take(ctx, numbers, 3)
+
+	for v := range intStream {
+		fmt.Println(v)
+	}
+	// Output:
+	// 1
+	// 2
+	// 3
+}
+
+func ExampleChannel_FanIn() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := 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
+	}
+
+}
+
+func ExampleChannel_Or() {
+	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 := NewChannel[any]()
+	<-c.Or(
+		sig(1*time.Second),
+		sig(2*time.Second),
+		sig(3*time.Second),
+	)
+
+	if time.Since(start).Seconds() < 2 {
+		fmt.Println("ok")
+	}
+	// Output:
+	// ok
+}
+
+func ExampleChannel_OrDone() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := 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
+}
+
+func ExampleChannel_Tee() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := 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
+}
+
+func ExampleChannel_Bridge() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := 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
+}

concurrency/channel_test.go

@@ -0,0 +1,196 @@
+package concurrency
+
+import (
+	"context"
+	"testing"
+	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestGenerate(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestGenerate")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	intStream := c.Generate(ctx, 1, 2, 3)
+
+	assert.Equal(1, <-intStream)
+	assert.Equal(2, <-intStream)
+	assert.Equal(3, <-intStream)
+}
+
+func TestRepeat(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestRepeat")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	intStream := c.Take(ctx, c.Repeat(ctx, 1, 2), 5)
+
+	assert.Equal(1, <-intStream)
+	assert.Equal(2, <-intStream)
+	assert.Equal(1, <-intStream)
+	assert.Equal(2, <-intStream)
+	assert.Equal(1, <-intStream)
+}
+
+func TestRepeatFn(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestRepeatFn")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	fn := func() string {
+		s := "a"
+		return s
+	}
+	c := NewChannel[string]()
+	dataStream := c.Take(ctx, c.RepeatFn(ctx, fn), 3)
+
+	assert.Equal("a", <-dataStream)
+	assert.Equal("a", <-dataStream)
+	assert.Equal("a", <-dataStream)
+}
+
+func TestTake(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestTake")
+
+	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 := NewChannel[int]()
+	intStream := c.Take(ctx, numbers, 3)
+
+	assert.Equal(1, <-intStream)
+	assert.Equal(2, <-intStream)
+	assert.Equal(3, <-intStream)
+}
+
+func TestFanIn(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestFanIn")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	channels := make([]<-chan int, 3)
+
+	for i := 0; i < 3; i++ {
+		channels[i] = c.Take(ctx, c.Repeat(ctx, i), 3)
+	}
+
+	mergedChannel := c.FanIn(ctx, channels...)
+
+	for val := range mergedChannel {
+		t.Logf("\t%d\n", val)
+	}
+
+	assert.Equal(1, 1)
+}
+
+func TestOr(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestOr")
+
+	sig := func(after time.Duration) <-chan any {
+		c := make(chan interface{})
+		go func() {
+			defer close(c)
+			time.Sleep(after)
+		}()
+		return c
+	}
+
+	start := time.Now()
+
+	c := NewChannel[any]()
+	<-c.Or(
+		sig(1*time.Second),
+		sig(2*time.Second),
+		sig(3*time.Second),
+		sig(4*time.Second),
+		sig(5*time.Second),
+	)
+
+	assert.Equal(true, time.Since(start).Seconds() < 2)
+}
+
+func TestOrDone(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestOrDone")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	intStream := c.Take(ctx, c.Repeat(ctx, 1), 3)
+
+	for val := range c.OrDone(ctx, intStream) {
+		assert.Equal(1, val)
+	}
+}
+
+func TestTee(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestTee")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	inStream := c.Take(ctx, c.Repeat(ctx, 1), 4)
+
+	out1, out2 := c.Tee(ctx, inStream)
+	for val := range out1 {
+		val1 := val
+		val2 := <-out2
+		assert.Equal(1, val1)
+		assert.Equal(1, val2)
+	}
+}
+
+func TestBridge(t *testing.T) {
+	t.Parallel()
+	assert := internal.NewAssert(t, "TestBridge")
+
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	c := NewChannel[int]()
+	genVals := func() <-chan <-chan int {
+		chanStream := make(chan (<-chan int))
+		go func() {
+			defer close(chanStream)
+			for i := 0; i < 10; i++ {
+				stream := make(chan int, 1)
+				stream <- i
+				close(stream)
+				chanStream <- stream
+			}
+		}()
+		return chanStream
+	}
+
+	index := 0
+	for val := range c.Bridge(ctx, genVals()) {
+		assert.Equal(index, val)
+		index++
+	}
+}

condition/condition.go

@@ -0,0 +1,85 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package condition contains some functions for conditional judgment. eg. And, Or, TernaryOperator ...
+// The implementation of this package refers to the implementation of carlmjohnson's truthy package, you may find more
+// useful information in truthy(https://github.com/carlmjohnson/truthy), thanks carlmjohnson.
+package condition
+
+import "reflect"
+
+// Bool returns the truthy value of anything.
+// If the value's type has a Bool() bool method, the method is called and returned.
+// If the type has an IsZero() bool method, the opposite value is returned.
+// Slices and maps are truthy if they have a length greater than zero.
+// All other types are truthy if they are not their zero value.
+// Play: https://go.dev/play/p/ETzeDJRSvhm
+func Bool[T any](value T) bool {
+	switch m := any(value).(type) {
+	case interface{ Bool() bool }:
+		return m.Bool()
+	case interface{ IsZero() bool }:
+		return !m.IsZero()
+	}
+	return reflectValue(&value)
+}
+
+func reflectValue(vp any) bool {
+	switch rv := reflect.ValueOf(vp).Elem(); rv.Kind() {
+	case reflect.Map, reflect.Slice:
+		return rv.Len() != 0
+	default:
+		is := rv.IsZero()
+		return !is
+	}
+}
+
+// And returns true if both a and b are truthy.
+// Play: https://go.dev/play/p/W1SSUmt6pvr
+func And[T, U any](a T, b U) bool {
+	return Bool(a) && Bool(b)
+}
+
+// Or returns false if neither a nor b is truthy.
+// Play: https://go.dev/play/p/UlQTxHaeEkq
+func Or[T, U any](a T, b U) bool {
+	return Bool(a) || Bool(b)
+}
+
+// Xor returns true if a or b but not both is truthy.
+// Play: https://go.dev/play/p/gObZrW7ZbG8
+func Xor[T, U any](a T, b U) bool {
+	valA := Bool(a)
+	valB := Bool(b)
+	return (valA || valB) && valA != valB
+}
+
+// Nor returns true if neither a nor b is truthy.
+// Play: https://go.dev/play/p/g2j08F_zZky
+func Nor[T, U any](a T, b U) bool {
+	return !(Bool(a) || Bool(b))
+}
+
+// Xnor returns true if both a and b or neither a nor b are truthy.
+// Play: https://go.dev/play/p/OuDB9g51643
+func Xnor[T, U any](a T, b U) bool {
+	valA := Bool(a)
+	valB := Bool(b)
+	return (valA && valB) || (!valA && !valB)
+}
+
+// Nand returns false if both a and b are truthy.
+// Play: https://go.dev/play/p/vSRMLxLIbq8
+func Nand[T, U any](a T, b U) bool {
+	return !Bool(a) || !Bool(b)
+}
+
+// TernaryOperator checks the value of param `isTrue`, if true return ifValue else return elseValue.
+// Play: https://go.dev/play/p/ElllPZY0guT
+func TernaryOperator[T, U any](isTrue T, ifValue U, elseValue U) U {
+	if Bool(isTrue) {
+		return ifValue
+	} else {
+		return elseValue
+	}
+}

condition/condition_example_test.go

@@ -0,0 +1,163 @@
+package condition
+
+import "fmt"
+
+func ExampleBool() {
+	// bool
+	result1 := Bool(false)
+	result2 := Bool(true)
+	fmt.Println(result1)
+	fmt.Println(result2)
+
+	// integer
+	result3 := Bool(0)
+	result4 := Bool(1)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// string
+	result5 := Bool("")
+	result6 := Bool(" ")
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// slice
+	var nums = []int{}
+	result7 := Bool(nums)
+	nums = append(nums, 1, 2)
+	result8 := Bool(nums)
+	fmt.Println(result7)
+	fmt.Println(result8)
+
+	// Output:
+	// false
+	// true
+	// false
+	// true
+	// false
+	// true
+	// false
+	// true
+}
+
+func ExampleAnd() {
+	result1 := And(0, 1)
+	result2 := And(0, "")
+	result3 := And(0, "0")
+	result4 := And(1, "0")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// false
+	// true
+}
+
+func ExampleOr() {
+	result1 := Or(0, "")
+	result2 := Or(0, 1)
+	result3 := Or(0, "0")
+	result4 := Or(1, "0")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// true
+	// true
+	// true
+}
+
+func ExampleXor() {
+	result1 := Xor(0, 0)
+	result2 := Xor(1, 1)
+	result3 := Xor(0, 1)
+	result4 := Xor(1, 0)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// false
+	// false
+	// true
+	// true
+}
+
+func ExampleNor() {
+	result1 := Nor(0, 0)
+	result2 := Nor(1, 1)
+	result3 := Nor(0, 1)
+	result4 := Nor(1, 0)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// true
+	// false
+	// false
+	// false
+}
+
+func ExampleXnor() {
+	result1 := Xnor(0, 0)
+	result2 := Xnor(1, 1)
+	result3 := Xnor(0, 1)
+	result4 := Xnor(1, 0)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// true
+	// true
+	// false
+	// false
+}
+
+func ExampleNand() {
+	result1 := Nand(0, 0)
+	result2 := Nand(1, 0)
+	result3 := Nand(0, 1)
+	result4 := Nand(1, 1)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+
+	// Output:
+	// true
+	// true
+	// true
+	// false
+}
+
+func ExampleTernaryOperator() {
+	conditionTrue := 2 > 1
+	result1 := TernaryOperator(conditionTrue, 0, 1)
+	fmt.Println(result1)
+
+	conditionFalse := 2 > 3
+	result2 := TernaryOperator(conditionFalse, 0, 1)
+	fmt.Println(result2)
+
+	// Output:
+	// 0
+	// 1
+}

condition/condition_test.go

@@ -0,0 +1,136 @@
+package condition
+
+import (
+	"errors"
+	"testing"
+	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+type TestStruct struct{}
+
+func TestBool(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBool")
+
+	// bool
+	assert.Equal(false, Bool(false))
+	assert.Equal(true, Bool(true))
+
+	// integer
+	assert.Equal(false, Bool(0))
+	assert.Equal(true, Bool(1))
+
+	// float
+	assert.Equal(false, Bool(0.0))
+	assert.Equal(true, Bool(0.1))
+
+	// string
+	assert.Equal(false, Bool(""))
+	assert.Equal(true, Bool(" "))
+	assert.Equal(true, Bool("0"))
+
+	// slice
+	var nums [2]int
+	assert.Equal(false, Bool(nums))
+	nums = [2]int{0, 1}
+	assert.Equal(true, Bool(nums))
+
+	// map
+	assert.Equal(false, Bool(map[string]string{}))
+	assert.Equal(true, Bool(map[string]string{"a": "a"}))
+
+	// channel
+	var ch chan int
+	assert.Equal(false, Bool(ch))
+	ch = make(chan int)
+	assert.Equal(true, Bool(ch))
+
+	//  interface
+	var err error
+	assert.Equal(false, Bool(err))
+	err = errors.New("error message")
+	assert.Equal(true, Bool(err))
+
+	// struct
+	assert.Equal(false, Bool(struct{}{}))
+	assert.Equal(true, Bool(time.Now()))
+
+	// struct pointer
+	ts := TestStruct{}
+	assert.Equal(false, Bool(ts))
+	assert.Equal(true, Bool(&ts))
+}
+
+func TestAnd(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestAnd")
+	assert.Equal(false, And(0, 1))
+	assert.Equal(false, And(0, ""))
+	assert.Equal(false, And(0, "0"))
+	assert.Equal(true, And(1, "0"))
+}
+
+func TestOr(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestOr")
+	assert.Equal(false, Or(0, ""))
+	assert.Equal(true, Or(0, 1))
+	assert.Equal(true, Or(0, "0"))
+	assert.Equal(true, Or(1, "0"))
+}
+
+func TestXor(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestOr")
+	assert.Equal(false, Xor(0, 0))
+	assert.Equal(true, Xor(0, 1))
+	assert.Equal(true, Xor(1, 0))
+	assert.Equal(false, Xor(1, 1))
+}
+
+func TestNor(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestNor")
+	assert.Equal(true, Nor(0, 0))
+	assert.Equal(false, Nor(0, 1))
+	assert.Equal(false, Nor(1, 0))
+	assert.Equal(false, Nor(1, 1))
+}
+
+func TestXnor(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestXnor")
+	assert.Equal(true, Xnor(0, 0))
+	assert.Equal(false, Xnor(0, 1))
+	assert.Equal(false, Xnor(1, 0))
+	assert.Equal(true, Xnor(1, 1))
+}
+
+func TestNand(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestNand")
+	assert.Equal(true, Nand(0, 0))
+	assert.Equal(true, Nand(0, 1))
+	assert.Equal(true, Nand(1, 0))
+	assert.Equal(false, Nand(1, 1))
+}
+
+func TestTernaryOperator(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TernaryOperator")
+
+	trueValue := "1"
+	falseValue := "0"
+
+	assert.Equal(trueValue, TernaryOperator(true, trueValue, falseValue))
+}

convertor/convertor.go

@@ -6,32 +6,72 @@ package convertor
 
 import (
 	"bytes"
+	"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 a boolean
+// ToBool convert string to boolean.
+// Play: https://go.dev/play/p/ARht2WnGdIN
 func ToBool(s string) (bool, error) {
 	return strconv.ParseBool(s)
 }
 
-// ToBytes convert interface to bytes
-func ToBytes(data interface{}) ([]byte, error) {
-	var buf bytes.Buffer
-	enc := gob.NewEncoder(&buf)
-	err := enc.Encode(data)
-	if err != nil {
-		return nil, err
+// ToBytes convert value to byte slice.
+// Play: https://go.dev/play/p/fAMXYFDvOvr
+func ToBytes(value any) ([]byte, error) {
+	v := reflect.ValueOf(value)
+
+	switch value.(type) {
+	case int, int8, int16, int32, int64:
+		number := v.Int()
+		buf := bytes.NewBuffer([]byte{})
+		buf.Reset()
+		err := binary.Write(buf, binary.BigEndian, number)
+		return buf.Bytes(), err
+	case uint, uint8, uint16, uint32, uint64:
+		number := v.Uint()
+		buf := bytes.NewBuffer([]byte{})
+		buf.Reset()
+		err := binary.Write(buf, binary.BigEndian, number)
+		return buf.Bytes(), err
+	case float32:
+		number := float32(v.Float())
+		bits := math.Float32bits(number)
+		bytes := make([]byte, 4)
+		binary.BigEndian.PutUint32(bytes, bits)
+		return bytes, nil
+	case float64:
+		number := v.Float()
+		bits := math.Float64bits(number)
+		bytes := make([]byte, 8)
+		binary.BigEndian.PutUint64(bytes, bits)
+		return bytes, nil
+	case bool:
+		return strconv.AppendBool([]byte{}, v.Bool()), nil
+	case string:
+		return []byte(v.String()), nil
+	case []byte:
+		return v.Bytes(), nil
+	default:
+		newValue, err := json.Marshal(value)
+		return newValue, err
 	}
-	return buf.Bytes(), nil
 }
 
-// ToChar convert string to char slice
+// ToChar convert string to char slice.
+// Play: https://go.dev/play/p/JJ1SvbFkVdM
 func ToChar(s string) []string {
 	c := make([]string, 0)
 	if len(s) == 0 {
@@ -43,143 +83,179 @@ func ToChar(s string) []string {
 	return c
 }
 
+// ToChannel convert a slice of elements to a read-only channel.
+// Play: https://go.dev/play/p/hOx_oYZbAnL
+func ToChannel[T any](array []T) <-chan T {
+	ch := make(chan T)
+
+	go func() {
+		for _, item := range array {
+			ch <- item
+		}
+		close(ch)
+	}()
+
+	return ch
+}
+
 // ToString convert value to string
-func ToString(value interface{}) string {
-	var res string
+// for number, string, []byte, will convert to string
+// for other type (slice, map, array, struct) will call json.Marshal.
+// Play: https://go.dev/play/p/nF1zOOslpQq
+func ToString(value any) string {
 	if value == nil {
-		return res
+		return ""
 	}
-	switch v := value.(type) {
-	case float64:
-		res = strconv.FormatFloat(v, 'f', -1, 64)
+
+	switch val := value.(type) {
 	case float32:
-		res = strconv.FormatFloat(float64(v), 'f', -1, 64)
+		return strconv.FormatFloat(float64(val), 'f', -1, 32)
+	case float64:
+		return strconv.FormatFloat(val, 'f', -1, 64)
 	case int:
-		res = strconv.Itoa(v)
-	case uint:
-		res = strconv.Itoa(int(v))
+		return strconv.FormatInt(int64(val), 10)
 	case int8:
-		res = strconv.Itoa(int(v))
-	case uint8:
-		res = strconv.Itoa(int(v))
+		return strconv.FormatInt(int64(val), 10)
 	case int16:
-		res = strconv.Itoa(int(v))
-	case uint16:
-		res = strconv.Itoa(int(v))
+		return strconv.FormatInt(int64(val), 10)
 	case int32:
-		res = strconv.Itoa(int(v))
-	case uint32:
-		res = strconv.Itoa(int(v))
+		return strconv.FormatInt(int64(val), 10)
 	case int64:
-		res = strconv.FormatInt(v, 10)
+		return strconv.FormatInt(val, 10)
+	case uint:
+		return strconv.FormatUint(uint64(val), 10)
+	case uint8:
+		return strconv.FormatUint(uint64(val), 10)
+	case uint16:
+		return strconv.FormatUint(uint64(val), 10)
+	case uint32:
+		return strconv.FormatUint(uint64(val), 10)
 	case uint64:
-		res = strconv.FormatUint(v, 10)
+		return strconv.FormatUint(val, 10)
 	case string:
-		res = value.(string)
+		return val
 	case []byte:
-		res = string(value.([]byte))
+		return string(val)
 	default:
-		newValue, _ := json.Marshal(value)
-		res = string(newValue)
+		b, err := json.Marshal(val)
+		if err != nil {
+			return ""
+		}
+		return string(b)
+
+		// todo: maybe we should't supprt other type conversion
+		// v := reflect.ValueOf(value)
+		// log.Panicf("Unsupported data type: %s ", v.String())
+		// return ""
 	}
-	return res
 }
 
-// ToJson convert value to a valid json string
-func ToJson(value interface{}) (string, error) {
-	res, err := json.Marshal(value)
+// ToJson convert value to a json string.
+// Play: https://go.dev/play/p/2rLIkMmXWvR
+func ToJson(value any) (string, error) {
+	result, err := json.Marshal(value)
 	if err != nil {
-		res = []byte("")
+		return "", err
 	}
 
-	return string(res), err
+	return string(result), nil
 }
 
-// ToFloat convert value to a float64, if input is not a float return 0.0 and error
-func ToFloat(value interface{}) (float64, error) {
+// ToFloat convert value to float64, if input is not a float return 0.0 and error.
+// Play: https://go.dev/play/p/4YTmPCibqHJ
+func ToFloat(value any) (float64, error) {
 	v := reflect.ValueOf(value)
 
-	res := 0.0
+	result := 0.0
 	err := fmt.Errorf("ToInt: unvalid interface type %T", value)
 	switch value.(type) {
 	case int, int8, int16, int32, int64:
-		res = float64(v.Int())
-		return res, nil
+		result = float64(v.Int())
+		return result, nil
 	case uint, uint8, uint16, uint32, uint64:
-		res = float64(v.Uint())
-		return res, nil
+		result = float64(v.Uint())
+		return result, nil
 	case float32, float64:
-		res = v.Float()
-		return res, nil
+		result = v.Float()
+		return result, nil
 	case string:
-		res, err = strconv.ParseFloat(v.String(), 64)
+		result, err = strconv.ParseFloat(v.String(), 64)
 		if err != nil {
-			res = 0.0
+			result = 0.0
 		}
-		return res, err
+		return result, err
 	default:
-		return res, err
+		return result, err
 	}
 }
 
-// ToInt convert value to a int64, if input is not a numeric format return 0 and error
-func ToInt(value interface{}) (int64, error) {
+// ToInt convert value to int64 value, if input is not numerical, return 0 and error.
+// Play: https://go.dev/play/p/9_h9vIt-QZ_b
+func ToInt(value any) (int64, error) {
 	v := reflect.ValueOf(value)
 
-	var res int64
-	err := fmt.Errorf("ToInt: invalid interface type %T", value)
+	var result int64
+	err := fmt.Errorf("ToInt: invalid value type %T", value)
 	switch value.(type) {
 	case int, int8, int16, int32, int64:
-		res = v.Int()
-		return res, nil
+		result = v.Int()
+		return result, nil
 	case uint, uint8, uint16, uint32, uint64:
-		res = int64(v.Uint())
-		return res, nil
+		result = int64(v.Uint())
+		return result, nil
 	case float32, float64:
-		res = int64(v.Float())
-		return res, nil
+		result = int64(v.Float())
+		return result, nil
 	case string:
-		res, err = strconv.ParseInt(v.String(), 0, 64)
+		result, err = strconv.ParseInt(v.String(), 0, 64)
 		if err != nil {
-			res = 0
+			result = 0
 		}
-		return res, err
+		return result, err
 	default:
-		return res, err
+		return result, err
 	}
 }
 
+// ToPointer returns a pointer to passed value.
+// Play: https://go.dev/play/p/ASf_etHNlw1
+func ToPointer[T any](value T) *T {
+	return &value
+}
+
+// ToMap convert a slice of structs to a map based on iteratee function.
+// Play: https://go.dev/play/p/tVFy7E-t24l
+func ToMap[T any, K comparable, V any](array []T, iteratee func(T) (K, V)) map[K]V {
+	result := make(map[K]V, len(array))
+	for _, item := range array {
+		k, v := iteratee(item)
+		result[k] = v
+	}
+
+	return result
+}
+
 // StructToMap convert struct to map, only convert exported struct field
-// map key is specified same as struct field tag `json` value
-func StructToMap(value interface{}) (map[string]interface{}, 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)
-	}
-
-	res := make(map[string]interface{})
-
-	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 != "" {
-			//res[name] = v.Field(i).Interface()
-			res[tag] = v.Field(i).Interface()
-		}
-	}
-
-	return res, nil
+// 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) {
+	return structs.ToMap(value)
 }
 
-// ColorHexToRGB convert hex color to rgb color
+// MapToSlice convert map to slice based on iteratee function.
+// Play: https://go.dev/play/p/dmX4Ix5V6Wl
+func MapToSlice[T any, K comparable, V any](aMap map[K]V, iteratee func(K, V) T) []T {
+	result := make([]T, 0, len(aMap))
+
+	for k, v := range aMap {
+		result = append(result, iteratee(k, v))
+	}
+
+	return result
+}
+
+// ColorHexToRGB convert hex color to rgb color.
+// Play: https://go.dev/play/p/o7_ft-JCJBV
 func ColorHexToRGB(colorHex string) (red, green, blue int) {
 	colorHex = strings.TrimPrefix(colorHex, "#")
 	color64, err := strconv.ParseInt(colorHex, 16, 32)
@@ -190,7 +266,8 @@ func ColorHexToRGB(colorHex string) (red, green, blue int) {
 	return color >> 16, (color & 0x00FF00) >> 8, color & 0x0000FF
 }
 
-// ColorRGBToHex convert rgb color to hex color
+// ColorRGBToHex convert rgb color to hex color.
+// Play: https://go.dev/play/p/nzKS2Ro87J1
 func ColorRGBToHex(red, green, blue int) string {
 	r := strconv.FormatInt(int64(red), 16)
 	g := strconv.FormatInt(int64(green), 16)
@@ -208,3 +285,112 @@ func ColorRGBToHex(red, green, blue int) string {
 
 	return "#" + r + g + b
 }
+
+// EncodeByte encode data to byte slice.
+// Play: https://go.dev/play/p/DVmM1G5JfuP
+func EncodeByte(data any) ([]byte, error) {
+	buffer := bytes.NewBuffer(nil)
+	encoder := gob.NewEncoder(buffer)
+	err := encoder.Encode(data)
+	if err != nil {
+		return nil, err
+	}
+	return buffer.Bytes(), nil
+}
+
+// DecodeByte decode byte slice data to target object.
+// Play: https://go.dev/play/p/zI6xsmuQRbn
+func DecodeByte(data []byte, target any) error {
+	buffer := bytes.NewBuffer(data)
+	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
+}

convertor/convertor_example_test.go

@@ -0,0 +1,393 @@
+package convertor
+
+import (
+	"fmt"
+	"reflect"
+	"strconv"
+	"unicode/utf8"
+
+	"github.com/duke-git/lancet/v2/validator"
+)
+
+func ExampleToBool() {
+	cases := []string{"1", "true", "True", "false", "False", "0", "123", "0.0", "abc"}
+
+	for i := 0; i < len(cases); i++ {
+		result, _ := ToBool(cases[i])
+		fmt.Println(result)
+	}
+
+	// Output:
+	// true
+	// true
+	// true
+	// false
+	// false
+	// false
+	// false
+	// false
+	// false
+}
+
+func ExampleToBytes() {
+	result1, _ := ToBytes(1)
+	result2, _ := ToBytes("abc")
+	result3, _ := ToBytes(true)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// [0 0 0 0 0 0 0 1]
+	// [97 98 99]
+	// [116 114 117 101]
+}
+
+func ExampleToChar() {
+	result1 := ToChar("")
+	result2 := ToChar("abc")
+	result3 := ToChar("1 2#3")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// []
+	// [a b c]
+	// [1   2 # 3]
+}
+
+func ExampleToChannel() {
+	ch := ToChannel([]int{1, 2, 3})
+	result1 := <-ch
+	result2 := <-ch
+	result3 := <-ch
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// 1
+	// 2
+	// 3
+}
+
+func ExampleToString() {
+	result1 := ToString("")
+	result2 := ToString(nil)
+	result3 := ToString(0)
+	result4 := ToString(1.23)
+	result5 := ToString(true)
+	result6 := ToString(false)
+	result7 := ToString([]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:
+	//
+	//
+	// 0
+	// 1.23
+	// true
+	// false
+	// [1,2,3]
+}
+
+func ExampleToJson() {
+
+	aMap := map[string]int{"a": 1, "b": 2, "c": 3}
+	result1, err := ToJson(aMap)
+	if err != nil {
+		fmt.Printf("%v", err)
+	}
+	fmt.Println(result1)
+
+	// Output:
+	// {"a":1,"b":2,"c":3}
+}
+
+func ExampleToFloat() {
+	result1, _ := ToFloat("")
+	result2, _ := ToFloat("abc")
+	result3, _ := ToFloat("-1")
+	result4, _ := ToFloat("-.11")
+	result5, _ := ToFloat("1.23e3")
+	result6, _ := ToFloat(true)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+	fmt.Println(result6)
+
+	// Output:
+	// 0
+	// 0
+	// -1
+	// -0.11
+	// 1230
+	// 0
+}
+
+func ExampleToInt() {
+	result1, _ := ToInt("123")
+	result2, _ := ToInt("-123")
+	result3, _ := ToInt(float64(12.3))
+	result4, _ := ToInt("abc")
+	result5, _ := ToInt(true)
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+	fmt.Println(result4)
+	fmt.Println(result5)
+
+	// Output:
+	// 123
+	// -123
+	// 12
+	// 0
+	// 0
+}
+
+func ExampleToPointer() {
+	result := ToPointer(123)
+	fmt.Println(*result)
+
+	// Output:
+	// 123
+}
+
+func ExampleToMap() {
+	type Message struct {
+		name string
+		code int
+	}
+	messages := []Message{
+		{name: "Hello", code: 100},
+		{name: "Hi", code: 101},
+	}
+	result := ToMap(messages, func(msg Message) (int, string) {
+		return msg.code, msg.name
+	})
+
+	fmt.Println(result)
+
+	// Output:
+	// map[100:Hello 101:Hi]
+}
+
+func ExampleStructToMap() {
+	type People struct {
+		Name string `json:"name"`
+		age  int
+	}
+	p := People{
+		"test",
+		100,
+	}
+	pm, _ := StructToMap(p)
+
+	fmt.Println(pm)
+
+	// Output:
+	// map[name:test]
+}
+
+func ExampleMapToSlice() {
+	aMap := map[string]int{"a": 1, "b": 2, "c": 3}
+	result := MapToSlice(aMap, func(key string, value int) string {
+		return key + ":" + strconv.Itoa(value)
+	})
+
+	fmt.Println(result) //[]string{"a:1", "c:3", "b:2"} (random order)
+}
+
+func ExampleColorHexToRGB() {
+	colorHex := "#003366"
+	r, g, b := ColorHexToRGB(colorHex)
+
+	fmt.Println(r, g, b)
+
+	// Output:
+	// 0 51 102
+}
+
+func ExampleColorRGBToHex() {
+	r := 0
+	g := 51
+	b := 102
+	colorHex := ColorRGBToHex(r, g, b)
+
+	fmt.Println(colorHex)
+
+	// Output:
+	// #003366
+}
+
+func ExampleEncodeByte() {
+	byteData, _ := EncodeByte("abc")
+	fmt.Println(byteData)
+
+	// Output:
+	// [6 12 0 3 97 98 99]
+}
+
+func ExampleDecodeByte() {
+	var obj string
+	byteData := []byte{6, 12, 0, 3, 97, 98, 99}
+	err := DecodeByte(byteData, &obj)
+	if err != nil {
+		return
+	}
+
+	fmt.Println(obj)
+
+	// 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
+}

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

@@ -3,12 +3,20 @@ package convertor
 import (
 	"fmt"
 	"reflect"
+	"strconv"
 	"testing"
+	"unicode/utf8"
 
-	"github.com/duke-git/lancet/utils"
+	"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"}
 	expected := [][]string{
 		{""},
@@ -16,50 +24,72 @@ func TestToChar(t *testing.T) {
 		{"1", " ", "2", "#", "3"},
 	}
 	for i := 0; i < len(cases); i++ {
-		res := ToChar(cases[i])
-		if !reflect.DeepEqual(res, expected[i]) {
-			utils.LogFailedTestInfo(t, "ToChar", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		assert.Equal(expected[i], ToChar(cases[i]))
 	}
 }
 
+func TestToChannel(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToChannel")
+
+	ch := ToChannel([]int{1, 2, 3})
+	assert.Equal(1, <-ch)
+	assert.Equal(2, <-ch)
+	assert.Equal(3, <-ch)
+
+	_, ok := <-ch
+	assert.Equal(false, ok)
+}
+
 func TestToBool(t *testing.T) {
-	cases := []string{"true", "True", "false", "False", "0", "1", "123"}
-	expected := []bool{true, true, false, false, false, true, false}
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToBool")
+
+	cases := []string{"1", "true", "True", "false", "False", "0", "123", "0.0", "abc"}
+	expected := []bool{true, true, true, false, false, false, false, false, false}
 
 	for i := 0; i < len(cases); i++ {
-		res, _ := ToBool(cases[i])
-		if res != expected[i] {
-			utils.LogFailedTestInfo(t, "ToBool", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		actual, _ := ToBool(cases[i])
+		assert.Equal(expected[i], actual)
 	}
 }
 
 func TestToBytes(t *testing.T) {
-	cases := []interface{}{
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToBytes")
+
+	cases := []any{
 		0,
 		false,
 		"1",
 	}
 	expected := [][]byte{
-		{3, 4, 0, 0},
-		{3, 2, 0, 0},
-		{4, 12, 0, 1, 49},
+		{0, 0, 0, 0, 0, 0, 0, 0},
+		{102, 97, 108, 115, 101},
+		{49},
 	}
 	for i := 0; i < len(cases); i++ {
-		res, _ := ToBytes(cases[i])
-		fmt.Println(res)
-		if !reflect.DeepEqual(res, expected[i]) {
-			utils.LogFailedTestInfo(t, "ToBytes", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		actual, _ := ToBytes(cases[i])
+		assert.Equal(expected[i], actual)
 	}
+
+	bytesData, err := ToBytes("abc")
+	if err != nil {
+		t.Error(err)
+		t.Fail()
+	}
+	assert.Equal("abc", ToString(bytesData))
 }
 
 func TestToInt(t *testing.T) {
-	cases := []interface{}{"123", "-123", 123,
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToInt")
+
+	cases := []any{"123", "-123", 123,
 		uint(123), uint8(123), uint16(123), uint32(123), uint64(123),
 		float32(12.3), float64(12.3),
 		"abc", false, "111111111111111111111111111111111111111"}
@@ -67,16 +97,17 @@ func TestToInt(t *testing.T) {
 	expected := []int64{123, -123, 123, 123, 123, 123, 123, 123, 12, 12, 0, 0, 0}
 
 	for i := 0; i < len(cases); i++ {
-		res, _ := ToInt(cases[i])
-		if res != expected[i] {
-			utils.LogFailedTestInfo(t, "ToInt", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		actual, _ := ToInt(cases[i])
+		assert.Equal(expected[i], actual)
 	}
 }
 
 func TestToFloat(t *testing.T) {
-	cases := []interface{}{
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToFloat")
+
+	cases := []any{
 		"", "-1", "-.11", "1.23e3", ".123e10", "abc",
 		int(0), int8(1), int16(-1), int32(123), int64(123),
 		uint(123), uint8(123), uint16(123), uint32(123), uint64(123),
@@ -86,132 +117,346 @@ func TestToFloat(t *testing.T) {
 		0, 1, -1, 123, 123, 123, 123, 123, 123, 123, 12.3, 12.300000190734863}
 
 	for i := 0; i < len(cases); i++ {
-		res, _ := ToFloat(cases[i])
-		if res != expected[i] {
-			utils.LogFailedTestInfo(t, "ToFloat", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		actual, _ := ToFloat(cases[i])
+		assert.Equal(expected[i], actual)
 	}
 }
 
 func TestToString(t *testing.T) {
-	// map
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToString")
+
 	aMap := make(map[string]int)
 	aMap["a"] = 1
 	aMap["b"] = 2
 	aMap["c"] = 3
 
-	// struct
 	type TestStruct struct {
 		Name string
 	}
 	aStruct := TestStruct{Name: "TestStruct"}
 
-	cases := []interface{}{
+	cases := []any{
+		"", nil,
 		int(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,
 		[]int{1, 2, 3}, aMap, aStruct, []byte{104, 101, 108, 108, 111}}
 
-	expected := []string{"0", "1", "-1", "123", "123", "123", "123", "123",
-		"123", "123", "12.3", "12.300000190734863", "true", "false",
-		"[1,2,3]", "{\"a\":1,\"b\":2,\"c\":3}", "{\"Name\":\"TestStruct\"}", "hello"}
+	expected := []string{
+		"", "",
+		"0", "1", "-1",
+		"123", "123", "123", "123", "123", "123", "123",
+		"12.3", "12.3",
+		"true", "false",
+		"[1,2,3]", "{\"a\":1,\"b\":2,\"c\":3}", "{\"Name\":\"TestStruct\"}", "hello",
+	}
 
 	for i := 0; i < len(cases); i++ {
-		res := ToString(cases[i])
-		if res != expected[i] {
-			utils.LogFailedTestInfo(t, "ToString", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		actual := ToString(cases[i])
+		assert.Equal(expected[i], actual)
 	}
 }
 func TestToJson(t *testing.T) {
-	// map
-	aMap := make(map[string]int)
-	aMap["a"] = 1
-	aMap["b"] = 2
-	aMap["c"] = 3
+	t.Parallel()
 
-	mapJson := "{\"a\":1,\"b\":2,\"c\":3}"
-	r1, _ := ToJson(aMap)
-	if r1 != mapJson {
-		utils.LogFailedTestInfo(t, "ToJson", aMap, mapJson, r1)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestToJson")
+
+	var aMap = map[string]int{"a": 1, "b": 2, "c": 3}
+	mapJsonStr, _ := ToJson(aMap)
+	assert.Equal("{\"a\":1,\"b\":2,\"c\":3}", mapJsonStr)
 
-	// struct
 	type TestStruct struct {
 		Name string
 	}
 	aStruct := TestStruct{Name: "TestStruct"}
-	structJson := "{\"Name\":\"TestStruct\"}"
-	r2, _ := ToJson(aStruct)
-	if r2 != structJson {
-		utils.LogFailedTestInfo(t, "ToJson", aMap, mapJson, r1)
-		t.FailNow()
+	structJsonStr, _ := ToJson(aStruct)
+	assert.Equal("{\"Name\":\"TestStruct\"}", structJsonStr)
+}
+
+func TestToMap(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToMap")
+
+	type Message struct {
+		name string
+		code int
 	}
+	messages := []Message{
+		{name: "Hello", code: 100},
+		{name: "Hi", code: 101},
+	}
+	result := ToMap(messages, func(msg Message) (int, string) {
+		return msg.code, msg.name
+	})
+	expected := map[int]string{100: "Hello", 101: "Hi"}
+
+	assert.Equal(expected, result)
 }
 
 func TestStructToMap(t *testing.T) {
-	type People struct {
-		Name string `json:"name"`
-		age  int
-	}
+	t.Parallel()
 
-	p1 := People{
-		"test",
-		100,
-	}
+	assert := internal.NewAssert(t, "TestStructToMap")
 
-	pm1, _ := StructToMap(p1)
-	m1 := make(map[string]interface{})
-	m1["name"] = "test"
-	//exp1["100"] = 100
+	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)
+	})
 
-	if !reflect.DeepEqual(pm1, m1) {
-		utils.LogFailedTestInfo(t, "StructToMap", p1, m1, pm1)
-		t.FailNow()
-	}
+	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)
+	})
+}
 
-	p2 := People{
-		"test",
-		100,
-	}
+func TestMapToSlice(t *testing.T) {
+	t.Parallel()
 
-	pm2, _ := StructToMap(p1)
-	m2 := make(map[string]interface{})
-	m2["name"] = "test"
-	m2["100"] = 100
+	assert := internal.NewAssert(t, "TestMapToSlice")
 
-	if reflect.DeepEqual(pm2, m2) {
-		utils.LogFailedTestInfo(t, "StructToMap", p2, m2, pm2)
-		t.FailNow()
-	}
+	aMap := map[string]int{"a": 1, "b": 2, "c": 3}
+	result := MapToSlice(aMap, func(key string, value int) string {
+		return key + ":" + strconv.Itoa(value)
+	})
+
+	assert.Equal(3, len(result))
+	assert.Equal(true, slice.Contain(result, "a:1"))
+	assert.Equal(true, slice.Contain(result, "b:2"))
+	assert.Equal(true, slice.Contain(result, "c:3"))
 }
 
 func TestColorHexToRGB(t *testing.T) {
+	t.Parallel()
+
 	colorHex := "#003366"
 	r, g, b := ColorHexToRGB(colorHex)
 	colorRGB := fmt.Sprintf("%d,%d,%d", r, g, b)
 	expected := "0,51,102"
 
-	if colorRGB != expected {
-		utils.LogFailedTestInfo(t, "ColorHexToRGB", colorHex, expected, colorRGB)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestColorHexToRGB")
+	assert.Equal(expected, colorRGB)
 }
 
 func TestColorRGBToHex(t *testing.T) {
+	t.Parallel()
+
 	r := 0
 	g := 51
 	b := 102
-	colorRGB := fmt.Sprintf("%d,%d,%d", r, g, b)
 	colorHex := ColorRGBToHex(r, g, b)
 	expected := "#003366"
 
-	if colorHex != expected {
-		utils.LogFailedTestInfo(t, "ColorHexToRGB", colorRGB, expected, colorHex)
-		t.FailNow()
+	assert := internal.NewAssert(t, "TestColorRGBToHex")
+	assert.Equal(expected, colorHex)
+}
+
+func TestToPointer(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToPointer")
+	result := ToPointer(123)
+
+	assert.Equal(*result, 123)
+}
+
+func TestEncodeByte(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEncodeByte")
+
+	byteData, _ := EncodeByte("abc")
+	expected := []byte{6, 12, 0, 3, 97, 98, 99}
+
+	assert.Equal(expected, byteData)
+}
+
+func TestDecodeByte(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDecodeByte")
+
+	var obj string
+	byteData := []byte{6, 12, 0, 3, 97, 98, 99}
+	err := DecodeByte(byteData, &obj)
+	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",
+		},
+	}
+
+	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))
+}

cryptor/aes.go

@@ -1,168 +0,0 @@
-// Copyright 2021 dudaodong@gmail.com. All rights reserved.
-// Use of this source code is governed by MIT license
-
-// Package cryptor implements some util functions to encrypt and decrypt.
-// Note:
-// 1. for aes crypt function, the `key` param length should be 16, 24 or 32. if not, will panic.
-package cryptor
-
-import (
-	"bytes"
-	"crypto/aes"
-	"crypto/cipher"
-	"crypto/rand"
-	"io"
-)
-
-// AesEcbEncrypt encrypt data with key use AES ECB algorithm
-// len(key) should be 16, 24 or 32
-func AesEcbEncrypt(data, key []byte) []byte {
-	cipher, _ := aes.NewCipher(generateAesKey(key))
-	length := (len(data) + aes.BlockSize) / aes.BlockSize
-	plain := make([]byte, length*aes.BlockSize)
-	copy(plain, data)
-	pad := byte(len(plain) - len(data))
-	for i := len(data); i < len(plain); i++ {
-		plain[i] = pad
-	}
-	encrypted := make([]byte, len(plain))
-	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])
-	}
-
-	return encrypted
-}
-
-// AesEcbDecrypt decrypt data with key use AES ECB algorithm
-// len(key) should be 16, 24 or 32
-func AesEcbDecrypt(encrypted, key []byte) []byte {
-	cipher, _ := aes.NewCipher(generateAesKey(key))
-	decrypted := make([]byte, len(encrypted))
-	//
-	for bs, be := 0, cipher.BlockSize(); bs < len(encrypted); bs, be = bs+cipher.BlockSize(), be+cipher.BlockSize() {
-		cipher.Decrypt(decrypted[bs:be], encrypted[bs:be])
-	}
-
-	trim := 0
-	if len(decrypted) > 0 {
-		trim = len(decrypted) - int(decrypted[len(decrypted)-1])
-	}
-
-	return decrypted[:trim]
-}
-
-// AesCbcEncrypt encrypt data with key use AES CBC algorithm
-// len(key) should be 16, 24 or 32
-func AesCbcEncrypt(data, key []byte) []byte {
-	// len(key) should be 16, 24 or 32
-	block, _ := aes.NewCipher(key)
-	blockSize := block.BlockSize()
-	data = pkcs7Padding(data, blockSize)
-	blockMode := cipher.NewCBCEncrypter(block, key[:blockSize])
-
-	encrypted := make([]byte, len(data))
-	blockMode.CryptBlocks(encrypted, data)
-	return encrypted
-}
-
-// AesCbcDecrypt decrypt data with key use AES CBC algorithm
-// len(key) should be 16, 24 or 32
-func AesCbcDecrypt(encrypted, key []byte) []byte {
-	block, _ := aes.NewCipher(key)
-	blockSize := block.BlockSize()
-	blockMode := cipher.NewCBCDecrypter(block, key[:blockSize])
-
-	decrypted := make([]byte, len(encrypted))
-	blockMode.CryptBlocks(decrypted, encrypted)
-	decrypted = pkcs7UnPadding(decrypted)
-	return decrypted
-}
-
-// AesCtrCrypt encrypt data with key use AES CTR algorithm
-// len(key) should be 16, 24 or 32
-func AesCtrCrypt(data, key []byte) []byte {
-	block, _ := aes.NewCipher(key)
-
-	iv := bytes.Repeat([]byte("1"), block.BlockSize())
-	stream := cipher.NewCTR(block, iv)
-
-	dst := make([]byte, len(data))
-	stream.XORKeyStream(dst, data)
-
-	return dst
-}
-
-// AesCfbEncrypt encrypt data with key use AES CFB algorithm
-// len(key) should be 16, 24 or 32
-func AesCfbEncrypt(data, key []byte) []byte {
-	block, err := aes.NewCipher(key)
-	if err != nil {
-		panic(err)
-	}
-
-	encrypted := make([]byte, aes.BlockSize+len(data))
-	iv := encrypted[:aes.BlockSize]
-	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
-		panic(err)
-	}
-
-	stream := cipher.NewCFBEncrypter(block, iv)
-	stream.XORKeyStream(encrypted[aes.BlockSize:], data)
-	return encrypted
-}
-
-// AesCfbDecrypt decrypt data with key use AES CFB algorithm
-// len(encrypted) should be great than 16, len(key) should be 16, 24 or 32
-func AesCfbDecrypt(encrypted, key []byte) []byte {
-	block, _ := aes.NewCipher(key)
-	if len(encrypted) < aes.BlockSize {
-		panic("encrypted data is too short")
-	}
-	iv := encrypted[:aes.BlockSize]
-	encrypted = encrypted[aes.BlockSize:]
-
-	stream := cipher.NewCFBDecrypter(block, iv)
-	stream.XORKeyStream(encrypted, encrypted)
-	return encrypted
-}
-
-// AesOfbEncrypt encrypt data with key use AES OFB algorithm
-// len(key) should be 16, 24 or 32
-func AesOfbEncrypt(data, key []byte) []byte {
-	block, err := aes.NewCipher(key)
-	if err != nil {
-		panic(err)
-	}
-	data = pkcs7Padding(data, aes.BlockSize)
-	encrypted := make([]byte, aes.BlockSize+len(data))
-	iv := encrypted[:aes.BlockSize]
-	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
-		panic(err)
-	}
-
-	stream := cipher.NewOFB(block, iv)
-	stream.XORKeyStream(encrypted[aes.BlockSize:], data)
-	return encrypted
-}
-
-// AesOfbDecrypt decrypt data with key use AES OFB algorithm
-// len(key) should be 16, 24 or 32
-func AesOfbDecrypt(data, key []byte) []byte {
-	block, err := aes.NewCipher(key)
-	if err != nil {
-		panic(err)
-	}
-
-	iv := data[:aes.BlockSize]
-	data = data[aes.BlockSize:]
-	if len(data)%aes.BlockSize != 0 {
-		return nil
-	}
-
-	decrypted := make([]byte, len(data))
-	mode := cipher.NewOFB(block, iv)
-	mode.XORKeyStream(decrypted, data)
-
-	decrypted = pkcs7UnPadding(decrypted)
-	return decrypted
-}

cryptor/aes_test.go

@@ -1,72 +0,0 @@
-package cryptor
-
-import (
-	"testing"
-
-	"github.com/duke-git/lancet/utils"
-)
-
-func TestAesEcbEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefghijklmnop"
-
-	aesEcbEncrypt := AesEcbEncrypt([]byte(data), []byte(key))
-	aesEcbDecrypt := AesEcbDecrypt(aesEcbEncrypt, []byte(key))
-
-	if string(aesEcbDecrypt) != data {
-		utils.LogFailedTestInfo(t, "AesEcbEncrypt/AesEcbDecrypt", data, data, string(aesEcbDecrypt))
-		t.FailNow()
-	}
-}
-
-func TestAesCbcEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefghijklmnop"
-
-	aesCbcEncrypt := AesCbcEncrypt([]byte(data), []byte(key))
-	aesCbcDecrypt := AesCbcDecrypt(aesCbcEncrypt, []byte(key))
-
-	if string(aesCbcDecrypt) != data {
-		utils.LogFailedTestInfo(t, "AesCbcEncrypt/AesCbcDecrypt", data, data, string(aesCbcDecrypt))
-		t.FailNow()
-	}
-}
-
-func TestAesCtrCrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefghijklmnop"
-
-	aesCtrCrypt := AesCtrCrypt([]byte(data), []byte(key))
-	aesCtrDeCrypt := AesCtrCrypt(aesCtrCrypt, []byte(key))
-
-	if string(aesCtrDeCrypt) != data {
-		utils.LogFailedTestInfo(t, "AesCtrCrypt", data, data, string(aesCtrDeCrypt))
-		t.FailNow()
-	}
-}
-
-func TestAesCfbEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefghijklmnop"
-
-	aesCfbEncrypt := AesCfbEncrypt([]byte(data), []byte(key))
-	aesCfbDecrypt := AesCfbDecrypt(aesCfbEncrypt, []byte(key))
-
-	if string(aesCfbDecrypt) != data {
-		utils.LogFailedTestInfo(t, "AesCfbEncrypt/AesCfbDecrypt", data, data, string(aesCfbDecrypt))
-		t.FailNow()
-	}
-}
-
-func TestAesOfbEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefghijklmnop"
-
-	aesOfbEncrypt := AesOfbEncrypt([]byte(data), []byte(key))
-	aesOfbDecrypt := AesOfbDecrypt(aesOfbEncrypt, []byte(key))
-
-	if string(aesOfbDecrypt) != data {
-		utils.LogFailedTestInfo(t, "AesOfbEncrypt/AesOfbDecrypt", data, data, string(aesOfbDecrypt))
-		t.FailNow()
-	}
-}

cryptor/basic.go

@@ -6,6 +6,7 @@
 package cryptor
 
 import (
+	"bufio"
 	"crypto/hmac"
 	"crypto/md5"
 	"crypto/sha1"
@@ -13,84 +14,196 @@ import (
 	"crypto/sha512"
 	"encoding/base64"
 	"encoding/hex"
-	"io/ioutil"
+	"fmt"
+	"io"
+	"os"
 )
 
-// Base64StdEncode encode string with base64 encoding
+// Base64StdEncode encode string with base64 encoding.
+// Play: https://go.dev/play/p/VOaUyQUreoK
 func Base64StdEncode(s string) string {
 	return base64.StdEncoding.EncodeToString([]byte(s))
 }
 
-// Base64StdDecode decode a base64 encoded string
+// Base64StdDecode decode a base64 encoded string.
+// Play: https://go.dev/play/p/RWQylnJVgIe
 func Base64StdDecode(s string) string {
 	b, _ := base64.StdEncoding.DecodeString(s)
 	return string(b)
 }
 
-// Md5String return the md5 value of string
+// Md5String return the md5 value of string.
+// Play: https://go.dev/play/p/1bLcVetbTOI
 func Md5String(s string) string {
 	h := md5.New()
 	h.Write([]byte(s))
 	return hex.EncodeToString(h.Sum(nil))
 }
 
-// Md5File return the md5 value of file
+// 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) {
-	f, err := ioutil.ReadFile(filename)
+	if fileInfo, err := os.Stat(filename); err != nil {
+		return "", err
+	} else if fileInfo.IsDir() {
+		return "", nil
+	}
+
+	file, err := os.Open(filename)
 	if err != nil {
 		return "", err
 	}
+	defer file.Close()
 
-	h := md5.New()
-	h.Write(f)
-	return hex.EncodeToString(h.Sum(nil)), nil
+	hash := md5.New()
+
+	chunkSize := 65536
+	for buf, reader := make([]byte, chunkSize), bufio.NewReader(file); ; {
+		n, err := reader.Read(buf)
+		if err != nil {
+			if err == io.EOF {
+				break
+			}
+			return "", err
+		}
+		hash.Write(buf[:n])
+	}
+
+	checksum := fmt.Sprintf("%x", hash.Sum(nil))
+	return checksum, nil
 }
 
-// HmacMd5 return the hmac hash of string use md5
-func HmacMd5(data, key string) string {
+// HmacMd5 return the hmac hash of string use md5.
+// Play: https://go.dev/play/p/uef0q1fz53I
+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
-func HmacSha1(data, key string) string {
+// HmacSha1 return the hmac hash of string use sha1.
+// Play: https://go.dev/play/p/1UI4oQ4WXKM
+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("")))
 }
 
-// HmacSha256 return the hmac hash of string use sha256
-func HmacSha256(data, key string) string {
+// 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(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("")))
 }
 
-// HmacSha512 return the hmac hash of string use sha512
-func HmacSha512(data, key string) string {
+// 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(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("")))
 }
 
-// Sha1 return the sha1 value (SHA-1 hash algorithm) of string
-func Sha1(data string) string {
+// 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(str string) string {
 	sha1 := sha1.New()
-	sha1.Write([]byte(data))
+	sha1.Write([]byte(str))
 	return hex.EncodeToString(sha1.Sum([]byte("")))
 }
 
-// Sha256 return the sha256 value (SHA256 hash algorithm) of string
-func Sha256(data string) string {
+// 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(str string) string {
 	sha256 := sha256.New()
-	sha256.Write([]byte(data))
+	sha256.Write([]byte(str))
 	return hex.EncodeToString(sha256.Sum([]byte("")))
 }
 
-// Sha512 return the sha512 value (SHA512 hash algorithm) of string
-func Sha512(data string) string {
+// 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(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

@@ -1,133 +1,208 @@
 package cryptor
 
 import (
-	"fmt"
-	"os"
 	"testing"
 
-	"github.com/duke-git/lancet/utils"
+	"github.com/duke-git/lancet/v2/internal"
 )
 
 func TestBase64StdEncode(t *testing.T) {
-	s := "hello world"
-	bs := Base64StdEncode(s)
+	t.Parallel()
 
-	if bs != "aGVsbG8gd29ybGQ=" {
-		utils.LogFailedTestInfo(t, "Base64StdEncode", s, "aGVsbG8gd29ybGQ=", bs)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestBase64StdEncode")
+	assert.Equal("aGVsbG8gd29ybGQ=", Base64StdEncode("hello world"))
 }
 
 func TestBase64StdDecode(t *testing.T) {
-	bs := "aGVsbG8gd29ybGQ="
-	s := Base64StdDecode(bs)
+	t.Parallel()
 
-	if s != "hello world" {
-		utils.LogFailedTestInfo(t, "Base64StdDecode", bs, "hello world=", s)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestBase64StdDecode")
+	assert.Equal("hello world", Base64StdDecode("aGVsbG8gd29ybGQ="))
 }
 
 func TestMd5String(t *testing.T) {
-	s := "hello"
-	smd5 := Md5String(s)
-	expected := "5d41402abc4b2a76b9719d911017c592"
+	t.Parallel()
 
-	if smd5 != expected {
-		utils.LogFailedTestInfo(t, "Md5String", s, expected, smd5)
-		t.FailNow()
-	}
+	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) {
-	file, _ := os.Create("./hello.txt")
-	defer file.Close()
-	file.WriteString("hello\n")
+	t.Parallel()
 
-	fileMd5, err := Md5File("./hello.txt")
-	if err != nil {
-		t.FailNow()
-	}
-	fmt.Println(fileMd5)
+	fileMd5, err := Md5File("./basic.go")
+	assert := internal.NewAssert(t, "TestMd5File")
+	assert.IsNotNil(fileMd5)
+	assert.IsNil(err)
 }
 
 func TestHmacMd5(t *testing.T) {
-	s := "hello world"
-	key := "12345"
-	hmacMd5 := HmacMd5(s, key)
-	expected := "5f4c9faaff0a1ad3007d9ddc06abe36d"
+	t.Parallel()
 
-	if hmacMd5 != expected {
-		utils.LogFailedTestInfo(t, "HmacMd5", s, expected, hmacMd5)
-		t.FailNow()
-	}
+	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)
 	expected := "3826f812255d8683f051ee97346d1359234d5dbd"
 
-	if hmacSha1 != expected {
-		utils.LogFailedTestInfo(t, "HmacSha1", s, expected, hmacSha1)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestHmacSha1")
+	assert.Equal(expected, hmacSha1)
+}
+
+func TestHmacSha1WithBase64(t *testing.T) {
+	t.Parallel()
+
+	s := "hello"
+	key := "12345"
+	hmacSha1 := HmacSha1WithBase64(s, key)
+	expected := "XGqdsMzLkuNu0DI/0Jt/k23prOA="
+
+	assert := internal.NewAssert(t, "TestHmacSha1")
+	assert.Equal(expected, hmacSha1)
 }
 
 func TestHmacSha256(t *testing.T) {
-	s := "hello world"
+	t.Parallel()
+
+	str := "hello world"
 	key := "12345"
-	hmacSha256 := HmacSha256(s, key)
+	hmacSha256 := HmacSha256(str, key)
 	expected := "9dce2609f2d67d41f74c7f9efc8ccd44370d41ad2de52982627588dfe7289ab8"
 
-	if hmacSha256 != expected {
-		utils.LogFailedTestInfo(t, "HmacSha256", s, expected, hmacSha256)
-		t.FailNow()
-	}
+	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)
 	expected := "5b1563ac4e9b49c9ada8ccb232588fc4f0c30fd12f756b3a0b95af4985c236ca60925253bae10ce2c6bf9af1c1679b51e5395ff3d2826c0a2c7c0d72225d4175"
 
-	if hmacSha512 != expected {
-		utils.LogFailedTestInfo(t, "HmacSha512", s, expected, hmacSha512)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestHmacSha512")
+	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"
 
-	if sha1 != expected {
-		utils.LogFailedTestInfo(t, "Sha1", s, expected, sha1)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestSha1")
+	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"
 
-	if sha256 != expected {
-		utils.LogFailedTestInfo(t, "Sha256", s, expected, sha256)
-		t.FailNow()
-	}
+	assert := internal.NewAssert(t, "TestSha256")
+	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"
 
-	if sha512 != expected {
-		utils.LogFailedTestInfo(t, "Sha512", s, expected, sha512)
-		t.FailNow()
-	}
+	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

@@ -0,0 +1,507 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package cryptor implements some util functions to encrypt and decrypt.
+// Note:
+// 1. for aes crypt function, the `key` param length should be 16, 24 or 32. if not, will panic.
+package cryptor
+
+import (
+	"bytes"
+	"crypto/aes"
+	"crypto/cipher"
+	"crypto/des"
+	"crypto/rand"
+	"crypto/rsa"
+	"crypto/x509"
+	"encoding/pem"
+	"io"
+	"os"
+)
+
+// AesEcbEncrypt encrypt data with key use AES ECB algorithm
+// 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)
+
+	copy(plain, data)
+
+	pad := byte(len(plain) - len(data))
+	for i := len(data); i < len(plain); i++ {
+		plain[i] = pad
+	}
+
+	encrypted := make([]byte, len(plain))
+	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])
+	}
+
+	return encrypted
+}
+
+// AesEcbDecrypt decrypt data with key use AES ECB algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/jT5irszHx-j
+func AesEcbDecrypt(encrypted, key []byte) []byte {
+	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() {
+		cipher.Decrypt(decrypted[bs:be], encrypted[bs:be])
+	}
+
+	trim := 0
+	if len(decrypted) > 0 {
+		trim = len(decrypted) - int(decrypted[len(decrypted)-1])
+	}
+
+	return decrypted[:trim]
+}
+
+// AesCbcEncrypt encrypt data with key use AES CBC algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/IOq_g8_lKZD
+func AesCbcEncrypt(data, key []byte) []byte {
+	block, _ := aes.NewCipher(key)
+	data = pkcs7Padding(data, block.BlockSize())
+
+	encrypted := make([]byte, aes.BlockSize+len(data))
+	iv := encrypted[:aes.BlockSize]
+	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
+		panic(err)
+	}
+
+	mode := cipher.NewCBCEncrypter(block, iv)
+	mode.CryptBlocks(encrypted[aes.BlockSize:], data)
+
+	return encrypted
+}
+
+// AesCbcDecrypt decrypt data with key use AES CBC algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/IOq_g8_lKZD
+func AesCbcDecrypt(encrypted, key []byte) []byte {
+	block, _ := aes.NewCipher(key)
+
+	iv := encrypted[:aes.BlockSize]
+	encrypted = encrypted[aes.BlockSize:]
+
+	mode := cipher.NewCBCDecrypter(block, iv)
+	mode.CryptBlocks(encrypted, encrypted)
+
+	decrypted := pkcs7UnPadding(encrypted)
+	return decrypted
+}
+
+// AesCtrCrypt encrypt data with key use AES CTR algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/SpaZO0-5Nsp
+func AesCtrCrypt(data, key []byte) []byte {
+	block, _ := aes.NewCipher(key)
+
+	iv := bytes.Repeat([]byte("1"), block.BlockSize())
+	stream := cipher.NewCTR(block, iv)
+
+	dst := make([]byte, len(data))
+	stream.XORKeyStream(dst, data)
+
+	return dst
+}
+
+// AesCfbEncrypt encrypt data with key use AES CFB algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/tfkF10B13kH
+func AesCfbEncrypt(data, key []byte) []byte {
+	block, err := aes.NewCipher(key)
+	if err != nil {
+		panic(err)
+	}
+
+	encrypted := make([]byte, aes.BlockSize+len(data))
+	iv := encrypted[:aes.BlockSize]
+
+	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
+		panic(err)
+	}
+
+	stream := cipher.NewCFBEncrypter(block, iv)
+	stream.XORKeyStream(encrypted[aes.BlockSize:], data)
+
+	return encrypted
+}
+
+// AesCfbDecrypt decrypt data with key use AES CFB algorithm
+// 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 {
+	if len(encrypted) < aes.BlockSize {
+		panic("encrypted data is too short")
+	}
+
+	block, _ := aes.NewCipher(key)
+	iv := encrypted[:aes.BlockSize]
+	encrypted = encrypted[aes.BlockSize:]
+
+	stream := cipher.NewCFBDecrypter(block, iv)
+
+	stream.XORKeyStream(encrypted, encrypted)
+
+	return encrypted
+}
+
+// AesOfbEncrypt encrypt data with key use AES OFB algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/VtHxtkUj-3F
+func AesOfbEncrypt(data, key []byte) []byte {
+	block, err := aes.NewCipher(key)
+	if err != nil {
+		panic(err)
+	}
+
+	data = pkcs7Padding(data, aes.BlockSize)
+	encrypted := make([]byte, aes.BlockSize+len(data))
+	iv := encrypted[:aes.BlockSize]
+	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
+		panic(err)
+	}
+
+	stream := cipher.NewOFB(block, iv)
+	stream.XORKeyStream(encrypted[aes.BlockSize:], data)
+
+	return encrypted
+}
+
+// AesOfbDecrypt decrypt data with key use AES OFB algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/VtHxtkUj-3F
+func AesOfbDecrypt(data, key []byte) []byte {
+	block, err := aes.NewCipher(key)
+	if err != nil {
+		panic(err)
+	}
+
+	iv := data[:aes.BlockSize]
+	data = data[aes.BlockSize:]
+	if len(data)%aes.BlockSize != 0 {
+		return nil
+	}
+
+	decrypted := make([]byte, len(data))
+	mode := cipher.NewOFB(block, iv)
+	mode.XORKeyStream(decrypted, data)
+
+	decrypted = pkcs7UnPadding(decrypted)
+
+	return decrypted
+}
+
+// DesEcbEncrypt encrypt data with key use DES ECB algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/8qivmPeZy4P
+func DesEcbEncrypt(data, key []byte) []byte {
+	length := (len(data) + des.BlockSize) / des.BlockSize
+	plain := make([]byte, length*des.BlockSize)
+	copy(plain, data)
+
+	pad := byte(len(plain) - len(data))
+	for i := len(data); i < len(plain); i++ {
+		plain[i] = pad
+	}
+
+	encrypted := make([]byte, len(plain))
+	cipher, _ := des.NewCipher(generateDesKey(key))
+
+	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])
+	}
+
+	return encrypted
+}
+
+// DesEcbDecrypt decrypt data with key use DES ECB algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/8qivmPeZy4P
+func DesEcbDecrypt(encrypted, key []byte) []byte {
+	cipher, _ := des.NewCipher(generateDesKey(key))
+	decrypted := make([]byte, len(encrypted))
+
+	for bs, be := 0, cipher.BlockSize(); bs < len(encrypted); bs, be = bs+cipher.BlockSize(), be+cipher.BlockSize() {
+		cipher.Decrypt(decrypted[bs:be], encrypted[bs:be])
+	}
+
+	trim := 0
+	if len(decrypted) > 0 {
+		trim = len(decrypted) - int(decrypted[len(decrypted)-1])
+	}
+
+	return decrypted[:trim]
+}
+
+// DesCbcEncrypt encrypt data with key use DES CBC algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/4cC4QvWfe3_1
+func DesCbcEncrypt(data, key []byte) []byte {
+	block, _ := des.NewCipher(key)
+	data = pkcs7Padding(data, block.BlockSize())
+
+	encrypted := make([]byte, des.BlockSize+len(data))
+	iv := encrypted[:des.BlockSize]
+
+	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
+		panic(err)
+	}
+
+	mode := cipher.NewCBCEncrypter(block, iv)
+	mode.CryptBlocks(encrypted[des.BlockSize:], data)
+
+	return encrypted
+}
+
+// DesCbcDecrypt decrypt data with key use DES CBC algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/4cC4QvWfe3_1
+func DesCbcDecrypt(encrypted, key []byte) []byte {
+	block, _ := des.NewCipher(key)
+
+	iv := encrypted[:des.BlockSize]
+	encrypted = encrypted[des.BlockSize:]
+
+	mode := cipher.NewCBCDecrypter(block, iv)
+	mode.CryptBlocks(encrypted, encrypted)
+
+	decrypted := pkcs7UnPadding(encrypted)
+	return decrypted
+}
+
+// DesCtrCrypt encrypt data with key use DES CTR algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/9-T6OjKpcdw
+func DesCtrCrypt(data, key []byte) []byte {
+	block, _ := des.NewCipher(key)
+
+	iv := bytes.Repeat([]byte("1"), block.BlockSize())
+	stream := cipher.NewCTR(block, iv)
+
+	dst := make([]byte, len(data))
+	stream.XORKeyStream(dst, data)
+
+	return dst
+}
+
+// DesCfbEncrypt encrypt data with key use DES CFB algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/y-eNxcFBlxL
+func DesCfbEncrypt(data, key []byte) []byte {
+	block, err := des.NewCipher(key)
+	if err != nil {
+		panic(err)
+	}
+
+	encrypted := make([]byte, des.BlockSize+len(data))
+	iv := encrypted[:des.BlockSize]
+	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
+		panic(err)
+	}
+
+	stream := cipher.NewCFBEncrypter(block, iv)
+	stream.XORKeyStream(encrypted[des.BlockSize:], data)
+
+	return encrypted
+}
+
+// DesCfbDecrypt decrypt data with key use DES CFB algorithm
+// 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 {
+	block, _ := des.NewCipher(key)
+	if len(encrypted) < des.BlockSize {
+		panic("encrypted data is too short")
+	}
+	iv := encrypted[:des.BlockSize]
+	encrypted = encrypted[des.BlockSize:]
+
+	stream := cipher.NewCFBDecrypter(block, iv)
+	stream.XORKeyStream(encrypted, encrypted)
+
+	return encrypted
+}
+
+// DesOfbEncrypt encrypt data with key use DES OFB algorithm
+// len(key) should be 16, 24 or 32.
+// Play: https://go.dev/play/p/74KmNadjN1J
+func DesOfbEncrypt(data, key []byte) []byte {
+	block, err := des.NewCipher(key)
+	if err != nil {
+		panic(err)
+	}
+	data = pkcs7Padding(data, des.BlockSize)
+	encrypted := make([]byte, des.BlockSize+len(data))
+	iv := encrypted[:des.BlockSize]
+	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
+		panic(err)
+	}
+
+	stream := cipher.NewOFB(block, iv)
+	stream.XORKeyStream(encrypted[des.BlockSize:], data)
+
+	return encrypted
+}
+
+// DesOfbDecrypt decrypt data with key use DES OFB algorithm
+// len(key) should be 8.
+// Play: https://go.dev/play/p/74KmNadjN1J
+func DesOfbDecrypt(data, key []byte) []byte {
+	block, err := des.NewCipher(key)
+	if err != nil {
+		panic(err)
+	}
+
+	iv := data[:des.BlockSize]
+	data = data[des.BlockSize:]
+	if len(data)%des.BlockSize != 0 {
+		return nil
+	}
+
+	decrypted := make([]byte, len(data))
+	mode := cipher.NewOFB(block, iv)
+	mode.XORKeyStream(decrypted, data)
+
+	decrypted = pkcs7UnPadding(decrypted)
+
+	return decrypted
+}
+
+// GenerateRsaKey create rsa private and public pemo file.
+// Play: https://go.dev/play/p/zutRHrDqs0X
+func GenerateRsaKey(keySize int, priKeyFile, pubKeyFile string) error {
+	// private key
+	privateKey, err := rsa.GenerateKey(rand.Reader, keySize)
+	if err != nil {
+		return err
+	}
+
+	derText := x509.MarshalPKCS1PrivateKey(privateKey)
+
+	block := pem.Block{
+		Type:  "rsa private key",
+		Bytes: derText,
+	}
+
+	file, err := os.Create(priKeyFile)
+	if err != nil {
+		panic(err)
+	}
+	err = pem.Encode(file, &block)
+	if err != nil {
+		return err
+	}
+
+	file.Close()
+
+	// public key
+	publicKey := privateKey.PublicKey
+
+	derpText, err := x509.MarshalPKIXPublicKey(&publicKey)
+	if err != nil {
+		return err
+	}
+
+	block = pem.Block{
+		Type:  "rsa public key",
+		Bytes: derpText,
+	}
+
+	file, err = os.Create(pubKeyFile)
+	if err != nil {
+		return err
+	}
+
+	err = pem.Encode(file, &block)
+	if err != nil {
+		return err
+	}
+
+	file.Close()
+
+	return nil
+}
+
+// RsaEncrypt encrypt data with ras algorithm.
+// Play: https://go.dev/play/p/rDqTT01SPkZ
+func RsaEncrypt(data []byte, pubKeyFileName string) []byte {
+	file, err := os.Open(pubKeyFileName)
+	if err != nil {
+		panic(err)
+	}
+	fileInfo, err := file.Stat()
+	if err != nil {
+		panic(err)
+	}
+	defer file.Close()
+	buf := make([]byte, fileInfo.Size())
+
+	_, err = file.Read(buf)
+	if err != nil {
+		panic(err)
+	}
+
+	block, _ := pem.Decode(buf)
+
+	pubInterface, err := x509.ParsePKIXPublicKey(block.Bytes)
+	if err != nil {
+		panic(err)
+	}
+	pubKey := pubInterface.(*rsa.PublicKey)
+
+	cipherText, err := rsa.EncryptPKCS1v15(rand.Reader, pubKey, data)
+	if err != nil {
+		panic(err)
+	}
+	return cipherText
+}
+
+// RsaDecrypt decrypt data with ras algorithm.
+// Play: https://go.dev/play/p/rDqTT01SPkZ
+func RsaDecrypt(data []byte, privateKeyFileName string) []byte {
+	file, err := os.Open(privateKeyFileName)
+	if err != nil {
+		panic(err)
+	}
+	fileInfo, err := file.Stat()
+	if err != nil {
+		panic(err)
+	}
+	buf := make([]byte, fileInfo.Size())
+	defer file.Close()
+
+	_, err = file.Read(buf)
+	if err != nil {
+		panic(err)
+	}
+
+	block, _ := pem.Decode(buf)
+
+	priKey, err := x509.ParsePKCS1PrivateKey(block.Bytes)
+	if err != nil {
+		panic(err)
+	}
+
+	plainText, err := rsa.DecryptPKCS1v15(rand.Reader, priKey, data)
+	if err != nil {
+		panic(err)
+	}
+	return plainText
+}

cryptor/crypto_example_test.go

@@ -0,0 +1,486 @@
+package cryptor
+
+import "fmt"
+
+func ExampleAesEcbEncrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesEcbEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesEcbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesEcbDecrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesEcbEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesEcbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesCbcEncrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesCbcEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesCbcDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesCbcDecrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesCbcEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesCbcDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesCtrCrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesCtrCrypt([]byte(data), []byte(key))
+	decrypted := AesCtrCrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesCfbEncrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesCfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesCfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesCfbDecrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesCfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesCfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesOfbEncrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesOfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesOfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleAesOfbDecrypt() {
+	data := "hello"
+	key := "abcdefghijklmnop"
+
+	encrypted := AesOfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := AesOfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesEcbEncrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesEcbEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesEcbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesEcbDecrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesEcbEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesEcbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesCbcEncrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesCbcEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesCbcDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesCbcDecrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesCbcEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesCbcDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesCtrCrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesCtrCrypt([]byte(data), []byte(key))
+	decrypted := DesCtrCrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesCfbEncrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesCfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesCfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesCfbDecrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesCfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesCfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesOfbEncrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesOfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesOfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleDesOfbDecrypt() {
+	data := "hello"
+	key := "abcdefgh"
+
+	encrypted := DesOfbEncrypt([]byte(data), []byte(key))
+
+	decrypted := DesOfbDecrypt(encrypted, []byte(key))
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleGenerateRsaKey() {
+	// Create ras private and public pem file
+	err := GenerateRsaKey(4096, "rsa_private.pem", "rsa_public.pem")
+	if err != nil {
+		return
+	}
+
+	fmt.Println("foo")
+
+	// Output:
+	// foo
+}
+
+func ExampleRsaEncrypt() {
+	// Create ras private and public pem file
+	err := GenerateRsaKey(4096, "rsa_private.pem", "rsa_public.pem")
+	if err != nil {
+		return
+	}
+
+	data := []byte("hello")
+	encrypted := RsaEncrypt(data, "rsa_public.pem")
+	decrypted := RsaDecrypt(encrypted, "rsa_private.pem")
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleRsaDecrypt() {
+	// Create ras private and public pem file
+	err := GenerateRsaKey(4096, "rsa_private.pem", "rsa_public.pem")
+	if err != nil {
+		return
+	}
+
+	data := []byte("hello")
+	encrypted := RsaEncrypt(data, "rsa_public.pem")
+	decrypted := RsaDecrypt(encrypted, "rsa_private.pem")
+
+	fmt.Println(string(decrypted))
+
+	// Output:
+	// hello
+}
+
+func ExampleBase64StdEncode() {
+	base64Str := Base64StdEncode("hello")
+
+	fmt.Println(base64Str)
+
+	// Output:
+	// aGVsbG8=
+}
+
+func ExampleBase64StdDecode() {
+	str := Base64StdDecode("aGVsbG8=")
+
+	fmt.Println(str)
+
+	// Output:
+	// hello
+}
+
+func ExampleHmacMd5() {
+	str := "hello"
+	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 ExampleHmacSha512WithBase64() {
+	str := "hello"
+	key := "12345"
+
+	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() {
+	result := Sha1("hello")
+	fmt.Println(result)
+
+	// Output:
+	// aaf4c61ddcc5e8a2dabede0f3b482cd9aea9434d
+}
+
+func ExampleSha1WithBase64() {
+	result := Sha1WithBase64("hello")
+	fmt.Println(result)
+
+	// Output:
+	// qvTGHdzF6KLavt4PO0gs2a6pQ00=
+}
+
+func ExampleSha256() {
+	result := Sha256("hello")
+	fmt.Println(result)
+
+	// Output:
+	// 2cf24dba5fb0a30e26e83b2ac5b9e29e1b161e5c1fa7425e73043362938b9824
+}
+
+func ExampleSha256WithBase64() {
+	result := Sha256WithBase64("hello")
+	fmt.Println(result)
+
+	// Output:
+	// LPJNul+wow4m6DsqxbninhsWHlwfp0JecwQzYpOLmCQ=
+}
+
+func ExampleSha512() {
+	result := Sha512("hello")
+	fmt.Println(result)
+
+	// Output:
+	// 9b71d224bd62f3785d96d46ad3ea3d73319bfbc2890caadae2dff72519673ca72323c3d99ba5c11d7c7acc6e14b8c5da0c4663475c2e5c3adef46f73bcdec043
+}
+
+func ExampleSha512WithBase64() {
+	result := Sha512WithBase64("hello")
+	fmt.Println(result)
+
+	// Output:
+	// m3HSJL1i83hdltRq0+o9czGb+8KJDKra4t/3JRlnPKcjI8PZm6XBHXx6zG4UuMXaDEZjR1wuXDre9G9zvN7AQw==
+}

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

@@ -0,0 +1,152 @@
+package cryptor
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestAesEcbEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefghijklmnop"
+
+	aesEcbEncrypt := AesEcbEncrypt([]byte(data), []byte(key))
+	aesEcbDecrypt := AesEcbDecrypt(aesEcbEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestAesEcbEncrypt")
+	assert.Equal(data, string(aesEcbDecrypt))
+}
+
+func TestAesCbcEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefghijklmnop"
+
+	aesCbcEncrypt := AesCbcEncrypt([]byte(data), []byte(key))
+	aesCbcDecrypt := AesCbcDecrypt(aesCbcEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestAesCbcEncrypt")
+	assert.Equal(data, string(aesCbcDecrypt))
+}
+
+func TestAesCtrCrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefghijklmnop"
+
+	aesCtrCrypt := AesCtrCrypt([]byte(data), []byte(key))
+	aesCtrDeCrypt := AesCtrCrypt(aesCtrCrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestAesCtrCrypt")
+	assert.Equal(data, string(aesCtrDeCrypt))
+}
+
+func TestAesCfbEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefghijklmnop"
+
+	aesCfbEncrypt := AesCfbEncrypt([]byte(data), []byte(key))
+	aesCfbDecrypt := AesCfbDecrypt(aesCfbEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestAesCfbEncrypt")
+	assert.Equal(data, string(aesCfbDecrypt))
+}
+
+func TestAesOfbEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefghijklmnop"
+
+	aesOfbEncrypt := AesOfbEncrypt([]byte(data), []byte(key))
+	aesOfbDecrypt := AesOfbDecrypt(aesOfbEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestAesOfbEncrypt")
+	assert.Equal(data, string(aesOfbDecrypt))
+}
+
+func TestDesEcbEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefgh"
+
+	desEcbEncrypt := DesEcbEncrypt([]byte(data), []byte(key))
+	desEcbDecrypt := DesEcbDecrypt(desEcbEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestDesEcbEncrypt")
+	assert.Equal(data, string(desEcbDecrypt))
+}
+
+func TestDesCbcEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefgh"
+
+	desCbcEncrypt := DesCbcEncrypt([]byte(data), []byte(key))
+	desCbcDecrypt := DesCbcDecrypt(desCbcEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestDesCbcEncrypt")
+	assert.Equal(data, string(desCbcDecrypt))
+}
+
+func TestDesCtrCrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefgh"
+
+	desCtrCrypt := DesCtrCrypt([]byte(data), []byte(key))
+	desCtrDeCrypt := DesCtrCrypt(desCtrCrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestDesCtrCrypt")
+	assert.Equal(data, string(desCtrDeCrypt))
+}
+
+func TestDesCfbEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefgh"
+
+	desCfbEncrypt := DesCfbEncrypt([]byte(data), []byte(key))
+	desCfbDecrypt := DesCfbDecrypt(desCfbEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestDesCfbEncrypt")
+	assert.Equal(data, string(desCfbDecrypt))
+}
+
+func TestDesOfbEncrypt(t *testing.T) {
+	t.Parallel()
+
+	data := "hello world"
+	key := "abcdefgh"
+
+	desOfbEncrypt := DesOfbEncrypt([]byte(data), []byte(key))
+	desOfbDecrypt := DesOfbDecrypt(desOfbEncrypt, []byte(key))
+
+	assert := internal.NewAssert(t, "TestDesOfbEncrypt")
+	assert.Equal(data, string(desOfbDecrypt))
+}
+
+func TestRsaEncrypt(t *testing.T) {
+	t.Parallel()
+
+	err := GenerateRsaKey(4096, "rsa_private.pem", "rsa_public.pem")
+	if err != nil {
+		t.FailNow()
+	}
+	data := []byte("hello world")
+	encrypted := RsaEncrypt(data, "rsa_public.pem")
+	decrypted := RsaDecrypt(encrypted, "rsa_private.pem")
+
+	assert := internal.NewAssert(t, "TestRsaEncrypt")
+	assert.Equal(string(data), string(decrypted))
+}

cryptor/des.go

@@ -1,166 +0,0 @@
-// Copyright 2021 dudaodong@gmail.com. All rights reserved.
-// Use of this source code is governed by MIT license
-
-// Package cryptor implements some util functions to encrypt and decrypt.
-package cryptor
-
-import (
-	"bytes"
-	"crypto/cipher"
-	"crypto/des"
-	"crypto/rand"
-	"io"
-)
-
-// DesEcbEncrypt encrypt data with key use DES ECB algorithm
-// len(key) should be 8
-func DesEcbEncrypt(data, key []byte) []byte {
-	cipher, _ := des.NewCipher(generateDesKey(key))
-	length := (len(data) + des.BlockSize) / des.BlockSize
-	plain := make([]byte, length*des.BlockSize)
-	copy(plain, data)
-	pad := byte(len(plain) - len(data))
-	for i := len(data); i < len(plain); i++ {
-		plain[i] = pad
-	}
-	encrypted := make([]byte, len(plain))
-	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])
-	}
-
-	return encrypted
-}
-
-// DesEcbDecrypt decrypt data with key use DES ECB algorithm
-// len(key) should be 8
-func DesEcbDecrypt(encrypted, key []byte) []byte {
-	cipher, _ := des.NewCipher(generateDesKey(key))
-	decrypted := make([]byte, len(encrypted))
-	//
-	for bs, be := 0, cipher.BlockSize(); bs < len(encrypted); bs, be = bs+cipher.BlockSize(), be+cipher.BlockSize() {
-		cipher.Decrypt(decrypted[bs:be], encrypted[bs:be])
-	}
-
-	trim := 0
-	if len(decrypted) > 0 {
-		trim = len(decrypted) - int(decrypted[len(decrypted)-1])
-	}
-
-	return decrypted[:trim]
-}
-
-// DesCbcEncrypt encrypt data with key use DES CBC algorithm
-// len(key) should be 8
-func DesCbcEncrypt(data, key []byte) []byte {
-	block, _ := des.NewCipher(key)
-	blockSize := block.BlockSize()
-	data = pkcs7Padding(data, blockSize)
-	blockMode := cipher.NewCBCEncrypter(block, key[:blockSize])
-
-	encrypted := make([]byte, len(data))
-	blockMode.CryptBlocks(encrypted, data)
-	return encrypted
-}
-
-// DesCbcDecrypt decrypt data with key use DES CBC algorithm
-// len(key) should be 8
-func DesCbcDecrypt(encrypted, key []byte) []byte {
-	block, _ := des.NewCipher(key)
-	blockSize := block.BlockSize()
-	blockMode := cipher.NewCBCDecrypter(block, key[:blockSize])
-
-	decrypted := make([]byte, len(encrypted))
-	blockMode.CryptBlocks(decrypted, encrypted)
-	decrypted = pkcs7UnPadding(decrypted)
-	return decrypted
-}
-
-// DesCtrCrypt encrypt data with key use DES CTR algorithm
-// len(key) should be 8
-func DesCtrCrypt(data, key []byte) []byte {
-	block, _ := des.NewCipher(key)
-
-	iv := bytes.Repeat([]byte("1"), block.BlockSize())
-	stream := cipher.NewCTR(block, iv)
-
-	dst := make([]byte, len(data))
-	stream.XORKeyStream(dst, data)
-
-	return dst
-}
-
-// DesCfbEncrypt encrypt data with key use DES CFB algorithm
-// len(key) should be 8
-func DesCfbEncrypt(data, key []byte) []byte {
-	block, err := des.NewCipher(key)
-	if err != nil {
-		panic(err)
-	}
-
-	encrypted := make([]byte, des.BlockSize+len(data))
-	iv := encrypted[:des.BlockSize]
-	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
-		panic(err)
-	}
-
-	stream := cipher.NewCFBEncrypter(block, iv)
-	stream.XORKeyStream(encrypted[des.BlockSize:], data)
-	return encrypted
-}
-
-// DesCfbDecrypt decrypt data with key use DES CFB algorithm
-// len(encrypted) should be great than 16, len(key) should be 8
-func DesCfbDecrypt(encrypted, key []byte) []byte {
-	block, _ := des.NewCipher(key)
-	if len(encrypted) < des.BlockSize {
-		panic("encrypted data is too short")
-	}
-	iv := encrypted[:des.BlockSize]
-	encrypted = encrypted[des.BlockSize:]
-
-	stream := cipher.NewCFBDecrypter(block, iv)
-	stream.XORKeyStream(encrypted, encrypted)
-	return encrypted
-}
-
-// DesOfbEncrypt encrypt data with key use DES OFB algorithm
-// len(key) should be 16, 24 or 32
-func DesOfbEncrypt(data, key []byte) []byte {
-	block, err := des.NewCipher(key)
-	if err != nil {
-		panic(err)
-	}
-	data = pkcs7Padding(data, des.BlockSize)
-	encrypted := make([]byte, des.BlockSize+len(data))
-	iv := encrypted[:des.BlockSize]
-	if _, err := io.ReadFull(rand.Reader, iv); err != nil {
-		panic(err)
-	}
-
-	stream := cipher.NewOFB(block, iv)
-	stream.XORKeyStream(encrypted[des.BlockSize:], data)
-	return encrypted
-}
-
-// DesOfbDecrypt decrypt data with key use DES OFB algorithm
-// len(key) should be 8
-func DesOfbDecrypt(data, key []byte) []byte {
-	block, err := des.NewCipher(key)
-	if err != nil {
-		panic(err)
-	}
-
-	iv := data[:des.BlockSize]
-	data = data[des.BlockSize:]
-	if len(data)%des.BlockSize != 0 {
-		return nil
-	}
-
-	decrypted := make([]byte, len(data))
-	mode := cipher.NewOFB(block, iv)
-	mode.XORKeyStream(decrypted, data)
-
-	decrypted = pkcs7UnPadding(decrypted)
-	return decrypted
-
-}

cryptor/des_test.go

@@ -1,72 +0,0 @@
-package cryptor
-
-import (
-	"testing"
-
-	"github.com/duke-git/lancet/utils"
-)
-
-func TestDesEcbEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefgh"
-
-	desEcbEncrypt := DesEcbEncrypt([]byte(data), []byte(key))
-	desEcbDecrypt := DesEcbDecrypt(desEcbEncrypt, []byte(key))
-
-	if string(desEcbDecrypt) != data {
-		utils.LogFailedTestInfo(t, "DesEcbEncrypt/DesEcbDecrypt", data, data, string(desEcbDecrypt))
-		t.FailNow()
-	}
-}
-
-func TestDesCbcEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefgh"
-
-	desCbcEncrypt := DesCbcEncrypt([]byte(data), []byte(key))
-	desCbcDecrypt := DesCbcDecrypt(desCbcEncrypt, []byte(key))
-
-	if string(desCbcDecrypt) != data {
-		utils.LogFailedTestInfo(t, "DesCbcEncrypt/DesCbcDecrypt", data, data, string(desCbcDecrypt))
-		t.FailNow()
-	}
-}
-
-func TestDesCtrCrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefgh"
-
-	desCtrCrypt := DesCtrCrypt([]byte(data), []byte(key))
-	desCtrDeCrypt := DesCtrCrypt(desCtrCrypt, []byte(key))
-
-	if string(desCtrDeCrypt) != data {
-		utils.LogFailedTestInfo(t, "DesCtrCrypt", data, data, string(desCtrDeCrypt))
-		t.FailNow()
-	}
-}
-
-func TestDesCfbEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefgh"
-
-	desCfbEncrypt := DesCfbEncrypt([]byte(data), []byte(key))
-	desCfbDecrypt := DesCfbDecrypt(desCfbEncrypt, []byte(key))
-
-	if string(desCfbDecrypt) != data {
-		utils.LogFailedTestInfo(t, "DesCfbEncrypt/DesCfbDecrypt", data, data, string(desCfbDecrypt))
-		t.FailNow()
-	}
-}
-
-func TestDesOfbEncrypt(t *testing.T) {
-	data := "hello world"
-	key := "abcdefgh"
-
-	desOfbEncrypt := DesOfbEncrypt([]byte(data), []byte(key))
-	desOfbDecrypt := DesOfbDecrypt(desOfbEncrypt, []byte(key))
-
-	if string(desOfbDecrypt) != data {
-		utils.LogFailedTestInfo(t, "DesOfbEncrypt/DesOfbDecrypt", data, data, string(desOfbDecrypt))
-		t.FailNow()
-	}
-}

cryptor/rsa.go

@@ -1,116 +0,0 @@
-// Copyright 2021 dudaodong@gmail.com. All rights reserved.
-// Use of this source code is governed by MIT license
-
-// Package cryptor implements some util functions to encrypt and decrypt.
-package cryptor
-
-import (
-	"crypto/rand"
-	"crypto/rsa"
-	"crypto/x509"
-	"encoding/pem"
-	"os"
-)
-
-// GenerateRsaKey make  a rsa private key, and return key file name
-// Generated key file is `rsa_private.pem` and `rsa_public.pem` in current path
-func GenerateRsaKey(keySize int, priKeyFile, pubKeyFile string) {
-	// private key
-	privateKey, err := rsa.GenerateKey(rand.Reader, keySize)
-	if err != nil {
-		panic(err)
-	}
-
-	derText := x509.MarshalPKCS1PrivateKey(privateKey)
-
-	block := pem.Block{
-		Type:  "rsa private key",
-		Bytes: derText,
-	}
-
-	//file,err := os.Create("rsa_private.pem")
-	file, err := os.Create(priKeyFile)
-	if err != nil {
-		panic(err)
-	}
-	pem.Encode(file, &block)
-	file.Close()
-
-	// public key
-	publicKey := privateKey.PublicKey
-
-	derpText, err := x509.MarshalPKIXPublicKey(&publicKey)
-	if err != nil {
-		panic(err)
-	}
-
-	block = pem.Block{
-		Type:  "rsa public key",
-		Bytes: derpText,
-	}
-
-	//file,err = os.Create("rsa_public.pem")
-	file, err = os.Create(pubKeyFile)
-	if err != nil {
-		panic(err)
-	}
-	pem.Encode(file, &block)
-	file.Close()
-}
-
-// RsaEncrypt encrypt data with ras algorithm
-func RsaEncrypt(data []byte, pubKeyFileName string) []byte {
-	file, err := os.Open(pubKeyFileName)
-	if err != nil {
-		panic(err)
-	}
-	fileInfo, err := file.Stat()
-	if err != nil {
-		panic(err)
-	}
-	defer file.Close()
-	buf := make([]byte, fileInfo.Size())
-	file.Read(buf)
-
-	block, _ := pem.Decode(buf)
-
-	pubInterface, err := x509.ParsePKIXPublicKey(block.Bytes)
-	if err != nil {
-		panic(err)
-	}
-	pubKey := pubInterface.(*rsa.PublicKey)
-
-	cipherText, err := rsa.EncryptPKCS1v15(rand.Reader, pubKey, data)
-	if err != nil {
-		panic(err)
-	}
-	return cipherText
-}
-
-// RsaDecrypt decrypt data with ras algorithm
-func RsaDecrypt(data []byte, privateKeyFileName string) []byte {
-	file, err := os.Open(privateKeyFileName)
-	if err != nil {
-		panic(err)
-	}
-	fileInfo, err := file.Stat()
-	if err != nil {
-		panic(err)
-	}
-	buf := make([]byte, fileInfo.Size())
-	defer file.Close()
-	file.Read(buf)
-
-	block, _ := pem.Decode(buf)
-
-	priKey, err := x509.ParsePKCS1PrivateKey(block.Bytes)
-	if err != nil {
-		panic(err)
-	}
-
-	plainText, err := rsa.DecryptPKCS1v15(rand.Reader, priKey, data)
-	if err != nil {
-		panic(err)
-	}
-	return plainText
-}

cryptor/rsa_test.go

@@ -1,19 +0,0 @@
-package cryptor
-
-import (
-	"testing"
-
-	"github.com/duke-git/lancet/utils"
-)
-
-func TestRsaEncrypt(t *testing.T) {
-	GenerateRsaKey(4096, "rsa_private.pem", "rsa_public.pem")
-	data := []byte("hello world")
-	encrypted := RsaEncrypt(data, "rsa_public.pem")
-	decrypted := RsaDecrypt(encrypted, "rsa_private.pem")
-
-	if string(data) != string(decrypted) {
-		utils.LogFailedTestInfo(t, "RsaEncrypt/RsaDecrypt", string(data), string(data), string(decrypted))
-		t.FailNow()
-	}
-}

datastructure/hashmap/hashmap.go

@@ -0,0 +1,193 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure implements some data structure. hashmap structure.
+package datastructure
+
+import (
+	"fmt"
+	"hash/fnv"
+	"reflect"
+)
+
+var defaultMapCapacity uint64 = 1 << 10
+
+type mapNode struct {
+	key   any
+	value any
+	next  *mapNode
+}
+
+// HashMap implements a hash map
+type HashMap struct {
+	capacity uint64
+	size     uint64
+	table    []*mapNode
+}
+
+// NewHashMap return a HashMap instance
+func NewHashMap() *HashMap {
+	return &HashMap{
+		capacity: defaultMapCapacity,
+		table:    make([]*mapNode, defaultMapCapacity),
+	}
+}
+
+// NewHashMapWithCapacity return a HashMap instance with given size and capacity
+func NewHashMapWithCapacity(size, capacity uint64) *HashMap {
+	return &HashMap{
+		size:     size,
+		capacity: capacity,
+		table:    make([]*mapNode, capacity),
+	}
+}
+
+// Get return the value of given key in hashmap
+func (hm *HashMap) Get(key any) any {
+	hashValue := hm.hash(key)
+	node := hm.table[hashValue]
+	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)
+}
+
+func (hm *HashMap) putValue(hash uint64, key, value any) {
+	if hm.capacity == 0 {
+		hm.capacity = defaultMapCapacity
+		hm.table = make([]*mapNode, defaultMapCapacity)
+	}
+
+	node := hm.table[hash]
+	if node == nil {
+		hm.table[hash] = newMapNode(key, value)
+	} else if node.key == key {
+		hm.table[hash] = newMapNodeWithNext(key, value, node)
+	} else {
+		hm.resize()
+		hm.putValue(hash, value, value)
+	}
+	hm.size++
+}
+
+// Delete item by given key in hashmap
+func (hm *HashMap) Delete(key any) {
+	hash := hm.hash(key)
+	node := hm.table[hash]
+	if node == nil {
+		return
+	}
+
+	hm.table = append(hm.table[:hash], hm.table[hash+1:]...)
+	hm.size--
+}
+
+// Contains checks if given key is in hashmap or not
+func (hm *HashMap) Contains(key any) bool {
+	node := hm.table[hm.hash(key)]
+	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)
+func (hm *HashMap) Iterate(iteratee func(key, value any)) {
+	if hm.size > 0 {
+		for i := 0; i < len(hm.table); i++ {
+			item := hm.table[i]
+			if item != nil {
+				iteratee(item.key, item.value)
+			}
+		}
+	}
+}
+
+// Keys returns a slice of the hashmap's keys (random order)
+func (hm *HashMap) Keys() []any {
+	keys := make([]any, int(hm.size))
+	index := 0
+	if hm.size > 0 {
+		hm.Iterate(func(key, value any) {
+			keys[index] = key
+			index++
+		})
+	}
+
+	return keys
+}
+
+// Values returns a slice of the hashmap's keys (random order)
+func (hm *HashMap) Values() []any {
+	values := make([]any, int(hm.size))
+	index := 0
+	if hm.size > 0 {
+		hm.Iterate(func(key, value any) {
+			values[index] = value
+			index++
+		})
+	}
+
+	return values
+}
+
+func (hm *HashMap) resize() {
+	hm.capacity <<= 1
+
+	tempTable := hm.table
+
+	hm.table = make([]*mapNode, hm.capacity)
+
+	for i := 0; i < len(tempTable); i++ {
+		node := tempTable[i]
+		if node == nil {
+			continue
+		}
+
+		hm.table[hm.hash(node.key)] = node
+	}
+}
+
+func (hm *HashMap) hash(key any) uint64 {
+	h := fnv.New64a()
+	_, _ = h.Write([]byte(fmt.Sprintf("%v", key)))
+
+	hashValue := h.Sum64()
+
+	return (hm.capacity - 1) & (hashValue ^ (hashValue >> 16))
+}
+
+func newMapNode(key, value any) *mapNode {
+	return &mapNode{
+		key:   key,
+		value: value,
+	}
+}
+
+func newMapNodeWithNext(key, value any, next *mapNode) *mapNode {
+	return &mapNode{
+		key:   key,
+		value: value,
+		next:  next,
+	}
+}

datastructure/hashmap/hashmap_test.go

@@ -0,0 +1,107 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestHashMap_PutAndGet(t *testing.T) {
+	assert := internal.NewAssert(t, "TestHashMap_PutAndGet")
+
+	hm := NewHashMap()
+
+	hm.Put("abc", 3)
+	assert.Equal(3, hm.Get("abc"))
+	assert.IsNil(hm.Get("abcd"))
+
+	hm.Put("abc", 4)
+	assert.Equal(4, hm.Get("abc"))
+}
+
+func TestHashMap_Resize(t *testing.T) {
+	assert := internal.NewAssert(t, "TestHashMap_Resize")
+
+	hm := NewHashMapWithCapacity(3, 3)
+
+	for i := 0; i < 20; i++ {
+		hm.Put(i, 10)
+	}
+
+	assert.Equal(10, hm.Get(5))
+}
+
+func TestHashMap_Delete(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHashMap_Delete")
+
+	hm := NewHashMap()
+
+	hm.Put("abc", 3)
+	assert.Equal(3, hm.Get("abc"))
+
+	hm.Delete("abc")
+	assert.IsNil(hm.Get("abc"))
+}
+
+func TestHashMap_Contains(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHashMap_Contains")
+
+	hm := NewHashMap()
+	assert.Equal(false, hm.Contains("abc"))
+
+	hm.Put("abc", 3)
+	assert.Equal(true, hm.Contains("abc"))
+}
+
+func TestHashMap_KeysValues(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestHashMap_KeysValues")
+
+	hm := NewHashMap()
+
+	hm.Put("a", 1)
+	hm.Put("b", 2)
+	hm.Put("c", 3)
+
+	keys := hm.Keys()
+	values := hm.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))
+}

datastructure/heap/maxheap.go

@@ -0,0 +1,203 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// Package datastructure implements some data structure. MaxHeap is a binary max heap.
+package datastructure
+
+import (
+	"fmt"
+
+	"github.com/duke-git/lancet/v2/lancetconstraints"
+)
+
+// MaxHeap implements a binary max heap
+// type T should implements Compare function in lancetconstraints.Comparator interface.
+type MaxHeap[T any] struct {
+	data       []T
+	comparator lancetconstraints.Comparator
+}
+
+// NewMaxHeap returns a MaxHeap instance with the given comparator.
+func NewMaxHeap[T any](comparator lancetconstraints.Comparator) *MaxHeap[T] {
+	return &MaxHeap[T]{
+		data:       make([]T, 0),
+		comparator: comparator,
+	}
+}
+
+// BuildMaxHeap builds a MaxHeap instance with data and given comparator.
+func BuildMaxHeap[T any](data []T, comparator lancetconstraints.Comparator) *MaxHeap[T] {
+	heap := &MaxHeap[T]{
+		data:       make([]T, 0, len(data)),
+		comparator: comparator,
+	}
+
+	for _, v := range data {
+		heap.Push(v)
+	}
+
+	return heap
+}
+
+// Push value into the heap
+func (h *MaxHeap[T]) Push(value T) {
+	h.data = append(h.data, value)
+	h.heapifyUp(len(h.data) - 1)
+}
+
+// heapifyUp heapify the data from bottom to top
+func (h *MaxHeap[T]) heapifyUp(i int) {
+	for h.comparator.Compare(h.data[parentIndex(i)], h.data[i]) < 0 {
+		h.swap(parentIndex(i), i)
+		i = parentIndex(i)
+	}
+}
+
+// Pop return the largest value, and remove it from the heap
+// if heap is empty, return zero value and fasle
+func (h *MaxHeap[T]) Pop() (T, bool) {
+	var val T
+	if h.Size() == 0 {
+		return val, false
+	}
+
+	val = h.data[0]
+	l := len(h.data) - 1
+
+	h.data[0] = h.data[l]
+	h.data = h.data[:l]
+	h.heapifyDown(0)
+
+	return val, true
+}
+
+// heapifyDown heapify the data from top to bottom
+func (h *MaxHeap[T]) heapifyDown(i int) {
+	lastIndex := len(h.data) - 1
+	l, r := leftChildIndex(i), rightChildIndex(i)
+	childToCompare := 0
+
+	for l <= lastIndex {
+		if l == lastIndex {
+			childToCompare = l
+		} else if h.comparator.Compare(h.data[l], h.data[r]) > 0 {
+			childToCompare = l
+		} else {
+			childToCompare = r
+		}
+
+		if h.comparator.Compare(h.data[i], h.data[childToCompare]) < 0 {
+			h.swap(i, childToCompare)
+			i = childToCompare
+			l, r = leftChildIndex(i), rightChildIndex(i)
+		} else {
+			break
+		}
+	}
+}
+
+// Peek returns the largest element from the heap without removing it.
+// if heap is empty, it returns zero value and false.
+func (h *MaxHeap[T]) Peek() (T, bool) {
+	if h.Size() == 0 {
+		var val T
+		return val, false
+	}
+
+	return h.data[0], true
+}
+
+// Size return the number of elements in the heap
+func (h *MaxHeap[T]) Size() int {
+	return len(h.data)
+}
+
+// Data return data of the heap
+func (h *MaxHeap[T]) Data() []T {
+	return h.data
+}
+
+// PrintStructure print the structure of the heap
+func (h *MaxHeap[T]) PrintStructure() {
+	level := 1
+	data := h.data
+	length := len(h.data)
+	index := 0
+
+	list := [][]string{}
+	temp := []string{}
+	for index < length {
+		start := powerTwo(level-1) - 1
+		end := start + powerTwo(level-1) - 1
+
+		temp = append(temp, fmt.Sprintf("%v", data[index]))
+		index++
+
+		if index > end || index >= length {
+			list = append(list, temp)
+			temp = []string{}
+
+			if index < length {
+				level++
+			}
+		}
+	}
+
+	lastNum := powerTwo(level - 1)
+	lastLen := lastNum + (lastNum - 1)
+
+	heapTree := make([][]string, level)
+	for i := 0; i < level; i++ {
+		heapTree[i] = make([]string, lastLen)
+		for j := 0; j < lastLen; j++ {
+			heapTree[i][j] = ""
+		}
+	}
+
+	for k := 0; k < len(list); k++ {
+		vals := list[k]
+		tempLevel := level - k
+		st := powerTwo(tempLevel-1) - 1
+		for _, v := range vals {
+			heapTree[k][st] = v
+			gap := powerTwo(tempLevel)
+			st = st + gap
+		}
+	}
+
+	for m := 0; m < level; m++ {
+		for n := 0; n < lastLen; n++ {
+			val := heapTree[m][n]
+			if val == "" {
+				fmt.Print(" ")
+			} else {
+				fmt.Print(val)
+			}
+		}
+		fmt.Println()
+	}
+}
+
+// parentIndex get parent index of the given index
+func parentIndex(i int) int {
+	return (i - 1) / 2
+}
+
+// leftChildIndex get left child index of the given index
+func leftChildIndex(i int) int {
+	return 2*i + 1
+}
+
+// rightChildIndex get right child index of the given index
+func rightChildIndex(i int) int {
+	return 2*i + 2
+}
+
+// swap two elements in the heap
+func (h *MaxHeap[T]) swap(i, j int) {
+	h.data[i], h.data[j] = h.data[j], h.data[i]
+}
+
+func powerTwo(n int) int {
+	return 1 << n
+}

datastructure/heap/maxheap_test.go

@@ -0,0 +1,98 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+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}
+	heap := BuildMaxHeap(values, &intComparator{})
+
+	expected := []int{12, 9, 11, 4, 8, 10, 7, 1, 3, 5, 6, 2}
+	assert.Equal(expected, heap.data)
+
+	assert.Equal(12, heap.Size())
+}
+
+func TestMaxHeap_Push(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMaxHeap_Push")
+
+	heap := NewMaxHeap[int](&intComparator{})
+	values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+
+	for _, v := range values {
+		heap.Push(v)
+	}
+
+	expected := []int{12, 9, 11, 4, 8, 10, 7, 1, 3, 5, 6, 2}
+	assert.Equal(expected, heap.data)
+
+	assert.Equal(12, heap.Size())
+
+	heap.PrintStructure()
+}
+
+func TestMaxHeap_Pop(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMaxHeap_Pop")
+
+	heap := NewMaxHeap[int](&intComparator{})
+
+	_, ok := heap.Pop()
+	assert.Equal(false, ok)
+
+	values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+	for _, v := range values {
+		heap.Push(v)
+	}
+
+	val, ok := heap.Pop()
+	assert.Equal(12, val)
+	assert.Equal(true, ok)
+	assert.Equal(11, heap.Size())
+}
+
+func TestMaxHeap_Peek(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMaxHeap_Peek")
+
+	heap := NewMaxHeap[int](&intComparator{})
+
+	_, ok := heap.Peek()
+	assert.Equal(false, ok)
+
+	values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+	for _, v := range values {
+		heap.Push(v)
+	}
+
+	val, ok := heap.Peek()
+	assert.Equal(12, val)
+	assert.Equal(true, ok)
+
+	assert.Equal(12, heap.Size())
+}

datastructure/link/doublylink.go

@@ -0,0 +1,242 @@
+// 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 (
+	"fmt"
+
+	"github.com/duke-git/lancet/v2/datastructure"
+)
+
+// DoublyLink is a linked list. Whose node has a generic Value, Pre pointer points to a previous node of the dl, Next pointer points to a next node of the dl.
+type DoublyLink[T any] struct {
+	Head   *datastructure.LinkNode[T]
+	length int
+}
+
+// NewDoublyLink return *DoublyLink instance
+func NewDoublyLink[T any]() *DoublyLink[T] {
+	return &DoublyLink[T]{Head: nil}
+}
+
+// InsertAtHead insert value into doubly linklist at head index
+func (dl *DoublyLink[T]) InsertAtHead(value T) {
+	newNode := datastructure.NewLinkNode(value)
+	size := dl.Size()
+
+	if size == 0 {
+		dl.Head = newNode
+		dl.length++
+		return
+	}
+
+	newNode.Next = dl.Head
+	newNode.Pre = nil
+
+	dl.Head.Pre = newNode
+	dl.Head = newNode
+
+	dl.length++
+}
+
+// InsertAtTail insert value into doubly linklist at tail index
+func (dl *DoublyLink[T]) InsertAtTail(value T) {
+	current := dl.Head
+	if current == nil {
+		dl.InsertAtHead(value)
+		return
+	}
+
+	for current.Next != nil {
+		current = current.Next
+	}
+
+	newNode := datastructure.NewLinkNode(value)
+	newNode.Next = nil
+	newNode.Pre = current
+	current.Next = newNode
+
+	dl.length++
+}
+
+// InsertAt insert value into doubly linklist at index
+// param `index` should between [0, length], if index do not meet the conditions, do nothing
+func (dl *DoublyLink[T]) InsertAt(index int, value T) {
+	size := dl.length
+	if index < 0 || index > size {
+		return
+	}
+
+	if index == 0 {
+		dl.InsertAtHead(value)
+		return
+	}
+
+	if index == size {
+		dl.InsertAtTail(value)
+		return
+	}
+
+	i := 0
+	current := dl.Head
+
+	for current != nil {
+		if i == index-1 {
+			newNode := datastructure.NewLinkNode(value)
+			newNode.Next = current.Next
+			newNode.Pre = current
+
+			current.Next = newNode
+			dl.length++
+
+			return
+		}
+		i++
+		current = current.Next
+	}
+}
+
+// DeleteAtHead delete value in doubly linklist at head index
+func (dl *DoublyLink[T]) DeleteAtHead() {
+	if dl.Head == nil {
+		return
+	}
+
+	current := dl.Head
+	dl.Head = current.Next
+	dl.Head.Pre = nil
+	dl.length--
+}
+
+// DeleteAtTail delete value in doubly linklist at tail
+func (dl *DoublyLink[T]) DeleteAtTail() {
+	if dl.Head == nil {
+		return
+	}
+
+	current := dl.Head
+	if current.Next == nil {
+		dl.DeleteAtHead()
+	}
+
+	for current.Next.Next != nil {
+		current = current.Next
+	}
+
+	current.Next = nil
+	dl.length--
+}
+
+// DeleteAt delete value in doubly linklist at index
+// param `index` should be [0, len(DoublyLink)-1]
+func (dl *DoublyLink[T]) DeleteAt(index int) {
+	if dl.Head == nil {
+		return
+	}
+
+	current := dl.Head
+	if current.Next == nil || index == 0 {
+		dl.DeleteAtHead()
+	}
+
+	if index == dl.length-1 {
+		dl.DeleteAtTail()
+	}
+
+	if index < 0 || index > dl.length-1 {
+		return
+	}
+
+	i := 0
+	for current != nil {
+		if i == index-1 {
+			current.Next = current.Next.Next
+			dl.length--
+			return
+		}
+		i++
+		current = current.Next
+	}
+}
+
+// Reverse the linked list
+func (dl *DoublyLink[T]) Reverse() {
+	current := dl.Head
+	var temp *datastructure.LinkNode[T]
+
+	for current != nil {
+		temp = current.Pre
+		current.Pre = current.Next
+		current.Next = temp
+		current = current.Pre
+	}
+
+	if temp != nil {
+		dl.Head = temp.Pre
+	}
+}
+
+// GetMiddleNode return node at middle index of linked list
+func (dl *DoublyLink[T]) GetMiddleNode() *datastructure.LinkNode[T] {
+	if dl.Head == nil {
+		return nil
+	}
+	if dl.Head.Next == nil {
+		return dl.Head
+	}
+	fast := dl.Head
+	slow := dl.Head
+
+	for fast != nil {
+		fast = fast.Next
+
+		if fast != nil {
+			fast = fast.Next
+			slow = slow.Next
+		} else {
+			return slow
+		}
+	}
+	return slow
+}
+
+// Size return the count of doubly linked list
+func (dl *DoublyLink[T]) Size() int {
+	return dl.length
+}
+
+// Values return slice of all doubly linklist node value
+func (dl *DoublyLink[T]) Values() []T {
+	result := []T{}
+	current := dl.Head
+	for current != nil {
+		result = append(result, current.Value)
+		current = current.Next
+	}
+	return result
+}
+
+// Print all nodes info of a linked list
+func (dl *DoublyLink[T]) Print() {
+	current := dl.Head
+	info := "[ "
+	for current != nil {
+		info += fmt.Sprintf("%+v, ", current)
+		current = current.Next
+	}
+	info += " ]"
+	fmt.Println(info)
+}
+
+// IsEmpty checks if dl is empty or not
+func (dl *DoublyLink[T]) IsEmpty() bool {
+	return dl.length == 0
+}
+
+// Clear all nodes in doubly linklist
+func (dl *DoublyLink[T]) Clear() {
+	dl.Head = nil
+	dl.length = 0
+}

datastructure/link/doublylink_test.go

@@ -0,0 +1,181 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestDoublyLink_InsertAtFirst(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_InsertAtFirst")
+
+	link := NewDoublyLink[int]()
+	link.InsertAtHead(1)
+	link.InsertAtHead(2)
+	link.InsertAtHead(3)
+	link.Print()
+
+	expected := []int{3, 2, 1}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestDoublyLink_InsertAtTail(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_InsertAtTail")
+
+	link := NewDoublyLink[int]()
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.Print()
+
+	expected := []int{1, 2, 3}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+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)
+	link.InsertAt(2, 3)
+
+	expected := []int{1, 2, 3, 4}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestDoublyLink_DeleteAtHead(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_DeleteAtHead")
+
+	link := NewDoublyLink[int]()
+	link.DeleteAtHead()
+
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	link.DeleteAtHead()
+
+	expected := []int{2, 3, 4}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestDoublyLink_DeleteAtTail(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_DeleteAtTail")
+
+	link := NewDoublyLink[int]()
+	link.DeleteAtTail()
+
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	link.DeleteAtTail()
+
+	expected := []int{1, 2, 3}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestDoublyLink_DeleteAt(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_DeleteAt")
+
+	link := NewDoublyLink[int]()
+	link.DeleteAt(0)
+
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+	link.InsertAtTail(5)
+
+	link.DeleteAt(0)
+	assert.Equal([]int{2, 3, 4, 5}, link.Values())
+
+	link.DeleteAt(3)
+	assert.Equal([]int{2, 3, 4}, link.Values())
+
+	link.DeleteAt(1)
+	assert.Equal(2, link.Size())
+	assert.Equal([]int{2, 4}, link.Values())
+}
+
+func TestDoublyLink_Reverse(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_Reverse")
+
+	link := NewDoublyLink[int]()
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	link.Reverse()
+	link.Print()
+	assert.Equal([]int{4, 3, 2, 1}, link.Values())
+}
+
+func TestDoublyLink_GetMiddleNode(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDoublyLink_GetMiddleNode")
+
+	link := NewDoublyLink[int]()
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	middle1 := link.GetMiddleNode()
+	assert.Equal(3, middle1.Value)
+
+	link.InsertAtTail(5)
+	link.InsertAtTail(6)
+	link.InsertAtTail(7)
+	middle2 := link.GetMiddleNode()
+	assert.Equal(4, middle2.Value)
+}
+
+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())
+
+	link.InsertAtTail(1)
+	assert.Equal(false, link.IsEmpty())
+	assert.Equal(1, link.Size())
+
+	link.Clear()
+	assert.Equal(true, link.IsEmpty())
+	assert.Equal(0, link.Size())
+}

datastructure/link/singlylink.go

@@ -0,0 +1,245 @@
+// 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 (
+	"fmt"
+	"reflect"
+
+	"github.com/duke-git/lancet/v2/datastructure"
+)
+
+// SinglyLink is a linked list. Whose node has a Value generics and Next pointer points to a next node of the sl.
+type SinglyLink[T any] struct {
+	Head   *datastructure.LinkNode[T]
+	length int
+}
+
+// NewSinglyLink return *SinglyLink instance
+func NewSinglyLink[T any]() *SinglyLink[T] {
+	return &SinglyLink[T]{Head: nil}
+}
+
+// InsertAtHead insert value into singly linklist at head index
+func (sl *SinglyLink[T]) InsertAtHead(value T) {
+	newNode := datastructure.NewLinkNode(value)
+	newNode.Next = sl.Head
+	sl.Head = newNode
+	sl.length++
+}
+
+// InsertAtTail insert value into singly linklist at tail index
+func (sl *SinglyLink[T]) InsertAtTail(value T) {
+	current := sl.Head
+	if current == nil {
+		sl.InsertAtHead(value)
+		return
+	}
+
+	for current.Next != nil {
+		current = current.Next
+	}
+
+	newNode := datastructure.NewLinkNode(value)
+	newNode.Next = nil
+	current.Next = newNode
+
+	sl.length++
+}
+
+// InsertAt insert value into singly linklist at index
+// param `index` should between [0, len(SinglyLink)], if index do not meet the conditions, do nothing
+func (sl *SinglyLink[T]) InsertAt(index int, value T) {
+	size := sl.length
+	if index < 0 || index > size {
+		return
+	}
+
+	if index == 0 {
+		sl.InsertAtHead(value)
+		return
+	}
+
+	if index == size {
+		sl.InsertAtTail(value)
+		return
+	}
+
+	i := 0
+	current := sl.Head
+
+	for current != nil {
+		if i == index-1 {
+			newNode := datastructure.NewLinkNode(value)
+			newNode.Next = current.Next
+			current.Next = newNode
+			sl.length++
+			return
+		}
+		i++
+		current = current.Next
+	}
+}
+
+// DeleteAtHead delete value in singly linklist at head index
+func (sl *SinglyLink[T]) DeleteAtHead() {
+	if sl.Head == nil {
+		return
+	}
+
+	current := sl.Head
+	sl.Head = current.Next
+	sl.length--
+}
+
+// DeleteAtTail delete value in singly linklist at tail
+func (sl *SinglyLink[T]) DeleteAtTail() {
+	if sl.Head == nil {
+		return
+	}
+
+	current := sl.Head
+	if current.Next == nil {
+		sl.DeleteAtHead()
+	}
+
+	for current.Next.Next != nil {
+		current = current.Next
+	}
+
+	current.Next = nil
+	sl.length--
+}
+
+// DeleteAt delete value in singly linklist at index
+// param `index` should be [0, len(SinglyLink)-1]
+func (sl *SinglyLink[T]) DeleteAt(index int) {
+	if sl.Head == nil {
+		return
+	}
+	current := sl.Head
+	if current.Next == nil || index == 0 {
+		sl.DeleteAtHead()
+	}
+
+	if index == sl.length-1 {
+		sl.DeleteAtTail()
+	}
+
+	if index < 0 || index > sl.length-1 {
+		return
+	}
+
+	i := 0
+	for current != nil {
+		if i == index-1 {
+			current.Next = current.Next.Next
+			sl.length--
+			return
+		}
+		i++
+		current = current.Next
+	}
+}
+
+// DeleteValue delete value in singly linklist
+func (sl *SinglyLink[T]) DeleteValue(value T) {
+	if sl.Head == nil {
+		return
+	}
+	dummyHead := datastructure.NewLinkNode(value)
+	dummyHead.Next = sl.Head
+	current := dummyHead
+
+	for current.Next != nil {
+		if reflect.DeepEqual(current.Next.Value, value) {
+			current.Next = current.Next.Next
+			sl.length--
+		} else {
+			current = current.Next
+		}
+	}
+
+	sl.Head = dummyHead.Next
+}
+
+// Reverse the linked list
+func (sl *SinglyLink[T]) Reverse() {
+	var pre, next *datastructure.LinkNode[T]
+
+	current := sl.Head
+
+	for current != nil {
+		next = current.Next
+		current.Next = pre
+		pre = current
+		current = next
+	}
+
+	sl.Head = pre
+}
+
+// GetMiddleNode return node at middle index of linked list
+func (sl *SinglyLink[T]) GetMiddleNode() *datastructure.LinkNode[T] {
+	if sl.Head == nil {
+		return nil
+	}
+	if sl.Head.Next == nil {
+		return sl.Head
+	}
+	fast := sl.Head
+	slow := sl.Head
+
+	for fast != nil {
+		fast = fast.Next
+
+		if fast != nil {
+			fast = fast.Next
+			slow = slow.Next
+		} else {
+			return slow
+		}
+	}
+	return slow
+}
+
+// Size return the count of singly linked list
+func (sl *SinglyLink[T]) Size() int {
+	return sl.length
+}
+
+// Values return slice of all singly linklist node value
+func (sl *SinglyLink[T]) Values() []T {
+	result := []T{}
+	current := sl.Head
+	for current != nil {
+		result = append(result, current.Value)
+		current = current.Next
+	}
+	return result
+}
+
+// IsEmpty checks if sl is empty or not
+func (sl *SinglyLink[T]) IsEmpty() bool {
+	return sl.length == 0
+}
+
+// Clear all the node in singly linklist
+func (sl *SinglyLink[T]) Clear() {
+	sl.Head = nil
+	sl.length = 0
+}
+
+// Print all nodes info of a linked list
+func (sl *SinglyLink[T]) Print() {
+	current := sl.Head
+	info := "[ "
+	for current != nil {
+		info += fmt.Sprintf("%+v, ", current)
+		current = current.Next
+	}
+	info += " ]"
+	fmt.Println(info)
+}

datastructure/link/singlylink_test.go

@@ -0,0 +1,201 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestSinglyLink_InsertAtFirst(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSinglyLink_InsertAtFirst")
+
+	link := NewSinglyLink[int]()
+	link.InsertAtHead(1)
+	link.InsertAtHead(2)
+	link.InsertAtHead(3)
+	link.Print()
+
+	expected := []int{3, 2, 1}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestSinglyLink_InsertAtTail(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSinglyLink_InsertAtTail")
+
+	link := NewSinglyLink[int]()
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.Print()
+
+	expected := []int{1, 2, 3}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestSinglyLink_InsertAt(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSinglyLink_InsertAt")
+
+	link := NewSinglyLink[int]()
+
+	link.InsertAt(1, 1) //do nothing
+
+	link.InsertAt(0, 1)
+	link.InsertAt(1, 2)
+	link.InsertAt(2, 4)
+	link.InsertAt(2, 3)
+
+	link.Print()
+
+	expected := []int{1, 2, 3, 4}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+func TestSinglyLink_DeleteAtHead(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSinglyLink_DeleteAtHead")
+
+	link := NewSinglyLink[int]()
+
+	link.DeleteAtHead()
+
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	link.DeleteAtHead()
+	link.Print()
+
+	expected := []int{2, 3, 4}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+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)
+	link.InsertAtTail(4)
+
+	link.DeleteAtTail()
+
+	expected := []int{1, 2, 3}
+	values := link.Values()
+
+	assert.Equal(expected, values)
+}
+
+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)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	link.DeleteValue(2)
+	assert.Equal([]int{1, 3, 4}, link.Values())
+
+	link.DeleteValue(1)
+	assert.Equal([]int{3, 4}, link.Values())
+}
+
+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)
+	link.InsertAtTail(4)
+	link.InsertAtTail(5)
+
+	link.DeleteAt(0)
+	assert.Equal([]int{2, 3, 4, 5}, link.Values())
+
+	link.DeleteAt(3)
+	assert.Equal([]int{2, 3, 4}, link.Values())
+
+	link.DeleteAt(1)
+	assert.Equal(2, link.Size())
+	assert.Equal([]int{2, 4}, link.Values())
+}
+
+func TestSinglyLink_Reverse(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSinglyLink_Reverse")
+
+	link := NewSinglyLink[int]()
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	link.Reverse()
+	assert.Equal([]int{4, 3, 2, 1}, link.Values())
+}
+
+func TestSinglyLink_GetMiddleNode(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSinglyLink_GetMiddleNode")
+
+	link := NewSinglyLink[int]()
+	link.InsertAtTail(1)
+	link.InsertAtTail(2)
+	link.InsertAtTail(3)
+	link.InsertAtTail(4)
+
+	middle1 := link.GetMiddleNode()
+	assert.Equal(3, middle1.Value)
+
+	link.InsertAtTail(5)
+	link.InsertAtTail(6)
+	link.InsertAtTail(7)
+
+	middle2 := link.GetMiddleNode()
+	assert.Equal(4, middle2.Value)
+}
+
+func TestSinglyLink_Clear(t *testing.T) {
+	assert := internal.NewAssert(t, "TestSinglyLink_Clear")
+
+	link := NewSinglyLink[int]()
+
+	assert.Equal(true, link.IsEmpty())
+	assert.Equal(0, link.Size())
+
+	link.InsertAtTail(1)
+	assert.Equal(false, link.IsEmpty())
+	assert.Equal(1, link.Size())
+
+	link.Clear()
+	assert.Equal(true, link.IsEmpty())
+	assert.Equal(0, link.Size())
+}

datastructure/list/copyonwritelist.go

@@ -0,0 +1,350 @@
+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
+}
+
+// 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 +1,235 @@
+package datastructure
+
+import (
+	"github.com/duke-git/lancet/v2/internal"
+	"testing"
+)
+
+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)
+}

datastructure/list/list.go

@@ -0,0 +1,418 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// 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.
+type List[T any] struct {
+	data []T
+}
+
+// NewList return a pointer of List.
+func NewList[T any](data []T) *List[T] {
+	return &List[T]{data: data}
+}
+
+// Data return list data.
+func (l *List[T]) Data() []T {
+	return l.data
+}
+
+// ValueOf return the value pointer at index of list data.
+func (l *List[T]) ValueOf(index int) (*T, bool) {
+	if index < 0 || index >= len(l.data) {
+		return nil, false
+	}
+	return &l.data[index], true
+}
+
+// IndexOf returns the index of value. if not found return -1.
+func (l *List[T]) IndexOf(value T) int {
+	index := -1
+	data := l.data
+	for i, v := range data {
+		if reflect.DeepEqual(v, value) {
+			index = i
+			break
+		}
+	}
+	return index
+}
+
+// LastIndexOf returns the index of the last occurrence of the value in this list.
+// if not found return -1.
+func (l *List[T]) LastIndexOf(value T) int {
+	index := -1
+	data := l.data
+	for i := len(data) - 1; i >= 0; i-- {
+		if reflect.DeepEqual(data[i], value) {
+			index = i
+			break
+		}
+	}
+	return index
+}
+
+// IndexOfFunc returns the first index satisfying f(v)
+// if not found return -1.
+func (l *List[T]) IndexOfFunc(f func(T) bool) int {
+	index := -1
+	data := l.data
+	for i, v := range data {
+		if f(v) {
+			index = i
+			break
+		}
+	}
+	return index
+}
+
+// LastIndexOfFunc returns the index of the last occurrence of the value in this list satisfying f(data[i])
+// if not found return -1.
+func (l *List[T]) LastIndexOfFunc(f func(T) bool) int {
+	index := -1
+	data := l.data
+	for i := len(data) - 1; i >= 0; i-- {
+		if f(data[i]) {
+			index = i
+			break
+		}
+	}
+	return index
+}
+
+// Contain checks if the value in the list or not.
+func (l *List[T]) Contain(value T) bool {
+	data := l.data
+	for _, v := range data {
+		if reflect.DeepEqual(v, value) {
+			return true
+		}
+	}
+	return false
+}
+
+// Push append value to the list data.
+func (l *List[T]) Push(value T) {
+	l.data = append(l.data, value)
+}
+
+// InsertAtFirst insert value into list at first index.
+func (l *List[T]) InsertAtFirst(value T) {
+	l.InsertAt(0, value)
+}
+
+// InsertAtLast insert value into list at last index.
+func (l *List[T]) InsertAtLast(value T) {
+	l.InsertAt(len(l.data), value)
+}
+
+// InsertAt insert value into list at index.
+func (l *List[T]) InsertAt(index int, value T) {
+	data := l.data
+	size := len(data)
+
+	if index < 0 || index > size {
+		return
+	}
+	l.data = append(data[:index], append([]T{value}, data[index:]...)...)
+}
+
+// PopFirst delete the first value of list and return it.
+func (l *List[T]) PopFirst() (*T, bool) {
+	if len(l.data) == 0 {
+		return nil, false
+	}
+
+	v := l.data[0]
+	l.DeleteAt(0)
+
+	return &v, true
+}
+
+// PopLast delete the last value of list and return it.
+func (l *List[T]) PopLast() (*T, bool) {
+	size := len(l.data)
+	if size == 0 {
+		return nil, false
+	}
+
+	v := l.data[size-1]
+	l.DeleteAt(size - 1)
+
+	return &v, true
+}
+
+// DeleteAt delete the value of list at index.
+func (l *List[T]) DeleteAt(index int) {
+	data := l.data
+	size := len(data)
+	if index < 0 || index > size-1 {
+		return
+	}
+	if index == size-1 {
+		data = data[:index]
+	} else {
+		data = append(data[:index], data[index+1:]...)
+	}
+	l.data = data
+}
+
+// DeleteIf delete all satisfying f(data[i]), returns count of removed elements
+func (l *List[T]) DeleteIf(f func(T) bool) int {
+	data := l.data
+	size := len(data)
+
+	var c int
+	for index := 0; index < len(data); index++ {
+		if !f(data[index]) {
+			continue
+		}
+		if index == size-1 {
+			data = data[:index]
+		} else {
+			data = append(data[:index], data[index+1:]...)
+			index--
+		}
+		c++
+	}
+
+	if c > 0 {
+		l.data = data
+	}
+	return c
+}
+
+// UpdateAt update value of list at index, index shoud between 0 and list size -1
+func (l *List[T]) UpdateAt(index int, value T) {
+	data := l.data
+	size := len(data)
+
+	if index < 0 || index >= size {
+		return
+	}
+	l.data = append(data[:index], append([]T{value}, data[index+1:]...)...)
+}
+
+// Equal compare list to other list, use reflect.DeepEqual.
+func (l *List[T]) Equal(other *List[T]) bool {
+	if len(l.data) != len(other.data) {
+		return false
+	}
+
+	for i := 0; i < len(l.data); i++ {
+		if !reflect.DeepEqual(l.data[i], other.data[i]) {
+			return false
+		}
+	}
+
+	return true
+}
+
+// IsEmpty check if the list is empty or not.
+func (l *List[T]) IsEmpty() bool {
+	return len(l.data) == 0
+}
+
+// Clear the data of list.
+func (l *List[T]) Clear() {
+	l.data = make([]T, 0)
+}
+
+// Clone return a copy of list.
+func (l *List[T]) Clone() *List[T] {
+	cl := NewList(make([]T, len(l.data)))
+	copy(cl.data, l.data)
+
+	return cl
+}
+
+// Merge two list, return new list, don't change original list.
+func (l *List[T]) Merge(other *List[T]) *List[T] {
+	l1, l2 := len(l.data), len(other.data)
+	ml := NewList(make([]T, l1+l2))
+
+	data := append([]T{}, append(l.data, other.data...)...)
+	ml.data = data
+
+	return ml
+}
+
+// Size return number of list data items.
+func (l *List[T]) Size() int {
+	return len(l.data)
+}
+
+// Cap return cap of the inner data.
+func (l *List[T]) Cap() int {
+	return cap(l.data)
+}
+
+// Swap the value of index i and j in list.
+func (l *List[T]) Swap(i, j int) {
+	size := len(l.data)
+	if i < 0 || i >= size || j < 0 || j >= size {
+		return
+	}
+	l.data[i], l.data[j] = l.data[j], l.data[i]
+}
+
+// Reverse the item order of list.
+func (l *List[T]) Reverse() {
+	for i, j := 0, len(l.data)-1; i < j; i, j = i+1, j-1 {
+		l.data[i], l.data[j] = l.data[j], l.data[i]
+	}
+}
+
+// Unique delete duplicate items in list.
+func (l *List[T]) Unique() {
+	data := l.data
+	size := len(data)
+
+	uniqueData := make([]T, 0)
+	for i := 0; i < size; i++ {
+		value := data[i]
+		skip := true
+		for _, v := range uniqueData {
+			if reflect.DeepEqual(value, v) {
+				skip = false
+				break
+			}
+		}
+		if skip {
+			uniqueData = append(uniqueData, value)
+		}
+	}
+
+	l.data = uniqueData
+}
+
+// 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{})
+
+	result.data = append(result.data, l.data...)
+	result.data = append(result.data, other.data...)
+	result.Unique()
+
+	return result
+}
+
+// Intersection creates a new list whose element both be contained in list l and other.
+func (l *List[T]) Intersection(other *List[T]) *List[T] {
+	result := NewList(make([]T, 0))
+
+	for _, v := range l.data {
+		if other.Contain(v) {
+			result.data = append(result.data, v)
+		}
+	}
+
+	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]
+	subList := make([]T, len(data))
+	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

@@ -0,0 +1,531 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestListData(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestListData")
+
+	list := NewList([]int{1, 2, 3})
+	assert.Equal([]int{1, 2, 3}, list.Data())
+}
+
+func TestValueOf(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestValueOf")
+
+	list := NewList([]int{1, 2, 3})
+	v, ok := list.ValueOf(0)
+	assert.Equal(1, *v)
+	assert.Equal(true, ok)
+
+	_, ok = list.ValueOf(3)
+	assert.Equal(false, ok)
+}
+
+func TestIndexOf(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIndexOf")
+
+	list := NewList([]int{1, 2, 3})
+	i := list.IndexOf(1)
+	assert.Equal(0, i)
+
+	i = list.IndexOf(4)
+	assert.Equal(-1, i)
+}
+
+func TestIndexOfFunc(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIndexOf")
+
+	list := NewList([]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 TestLastIndexOf(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIndexOf")
+
+	list := NewList([]int{1, 2, 3, 3, 3, 3, 4, 5, 6, 9})
+	i := list.LastIndexOf(3)
+	assert.Equal(5, i)
+
+	i = list.LastIndexOf(10)
+	assert.Equal(-1, i)
+
+	i = list.LastIndexOf(4)
+	assert.Equal(6, i)
+
+	i = list.LastIndexOf(1)
+	assert.Equal(0, i)
+}
+
+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})
+	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)
+}
+
+func TestContain(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestContain")
+
+	list := NewList([]int{1, 2, 3})
+	assert.Equal(true, list.Contain(1))
+	assert.Equal(false, list.Contain(0))
+}
+
+func TestPush(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestPush")
+
+	list := NewList([]int{1, 2, 3})
+	list.Push(4)
+
+	assert.Equal([]int{1, 2, 3, 4}, list.Data())
+}
+
+func TestInsertAtFirst(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestInsertAtFirst")
+
+	list := NewList([]int{1, 2, 3})
+	list.InsertAtFirst(0)
+
+	assert.Equal([]int{0, 1, 2, 3}, list.Data())
+}
+
+func TestInsertAtLast(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestInsertAtLast")
+
+	list := NewList([]int{1, 2, 3})
+	list.InsertAtLast(4)
+
+	assert.Equal([]int{1, 2, 3, 4}, list.Data())
+}
+
+func TestInsertAt(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestInsertAt")
+
+	list := NewList([]int{1, 2, 3})
+
+	list.InsertAt(-1, 0)
+	assert.Equal([]int{1, 2, 3}, list.Data())
+
+	list.InsertAt(4, 0)
+	assert.Equal([]int{1, 2, 3}, list.Data())
+
+	list.InsertAt(0, 0)
+	assert.Equal([]int{0, 1, 2, 3}, list.Data())
+
+	list.InsertAt(4, 4)
+	assert.Equal([]int{0, 1, 2, 3, 4}, list.Data())
+}
+
+func TestPopFirst(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestPopFirst")
+
+	list := NewList([]int{1, 2, 3})
+	v, ok := list.PopFirst()
+	assert.Equal(1, *v)
+	assert.Equal(true, ok)
+	assert.Equal([]int{2, 3}, list.Data())
+
+	list2 := NewList([]int{})
+	_, ok = list2.PopFirst()
+	assert.Equal(false, ok)
+	assert.Equal([]int{}, list2.Data())
+}
+
+func TestPopLast(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestPopLast")
+
+	list := NewList([]int{1, 2, 3})
+	v, ok := list.PopLast()
+	assert.Equal(3, *v)
+	assert.Equal(true, ok)
+	assert.Equal([]int{1, 2}, list.Data())
+
+	list2 := NewList([]int{})
+	_, ok = list2.PopLast()
+	assert.Equal(false, ok)
+	assert.Equal([]int{}, list2.Data())
+}
+
+func TestDeleteAt(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestDeleteAt")
+
+	list := NewList([]int{1, 2, 3, 4})
+
+	list.DeleteAt(-1)
+	assert.Equal([]int{1, 2, 3, 4}, list.Data())
+
+	list.DeleteAt(4)
+	assert.Equal([]int{1, 2, 3, 4}, list.Data())
+
+	list.DeleteAt(0)
+	assert.Equal([]int{2, 3, 4}, list.Data())
+
+	list.DeleteAt(2)
+	assert.Equal([]int{2, 3}, list.Data())
+}
+
+func TestUpdateAt(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestUpdateAt")
+
+	list := NewList([]int{1, 2, 3, 4})
+
+	list.UpdateAt(-1, 0)
+	assert.Equal([]int{1, 2, 3, 4}, list.Data())
+
+	list.UpdateAt(4, 0)
+	assert.Equal([]int{1, 2, 3, 4}, list.Data())
+
+	list.UpdateAt(0, 5)
+	assert.Equal([]int{5, 2, 3, 4}, list.Data())
+
+	list.UpdateAt(3, 1)
+	assert.Equal([]int{5, 2, 3, 1}, list.Data())
+}
+
+func TestEqual(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEqual")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{1, 2, 3, 4})
+	list3 := NewList([]int{1, 2, 3})
+
+	assert.Equal(true, list1.Equal(list2))
+	assert.Equal(false, list1.Equal(list3))
+}
+
+func TestIsEmpty(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIsEmpty")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{})
+
+	assert.Equal(false, list1.IsEmpty())
+	assert.Equal(true, list2.IsEmpty())
+}
+
+func TestIsClear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIsClear")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list1.Clear()
+	empty := NewList([]int{})
+
+	assert.Equal(empty, list1)
+}
+
+func TestClone(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestClone")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := list1.Clone()
+
+	assert.Equal(true, list1.Equal(list2))
+}
+
+func TestMerge(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestMerge")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{4, 5, 6})
+	expected := NewList([]int{1, 2, 3, 4, 4, 5, 6})
+
+	list3 := list1.Merge(list2)
+	assert.Equal(true, expected.Equal(list3))
+}
+
+func TestSize(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSize")
+
+	list := NewList([]int{1, 2, 3, 4})
+	empty := NewList([]int{})
+
+	assert.Equal(4, list.Size())
+	assert.Equal(0, empty.Size())
+}
+
+func TestCap(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCap")
+
+	data := make([]int, 0, 100)
+	list := NewList(data)
+	assert.Equal(100, list.Cap())
+
+	data = make([]int, 0)
+	list = NewList(data)
+	assert.Equal(0, list.Cap())
+}
+
+func TestSwap(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSwap")
+
+	list := NewList([]int{1, 2, 3, 4})
+	expected := NewList([]int{4, 2, 3, 1})
+
+	list.Swap(0, 3)
+
+	assert.Equal(true, expected.Equal(list))
+}
+
+func TestReverse(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestReverse")
+
+	list := NewList([]int{1, 2, 3, 4})
+	expected := NewList([]int{4, 3, 2, 1})
+
+	list.Reverse()
+
+	assert.Equal(true, expected.Equal(list))
+}
+
+func TestUnique(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestUnique")
+
+	list := NewList([]int{1, 2, 2, 3, 4})
+	expected := NewList([]int{1, 2, 3, 4})
+
+	list.Unique()
+
+	assert.Equal(true, expected.Equal(list))
+}
+
+func TestUnion(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestUnion")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{4, 5, 6})
+	expected := NewList([]int{1, 2, 3, 4, 5, 6})
+
+	list3 := list1.Union(list2)
+	assert.Equal(true, expected.Equal(list3))
+}
+
+func TestIntersection(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestIntersection")
+
+	list1 := NewList([]int{1, 2, 3, 4})
+	list2 := NewList([]int{4, 5, 6})
+	expected := NewList([]int{4})
+
+	list3 := list1.Intersection(list2)
+	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})
+	subList := list.SubList(2, 5)
+
+	assert.Equal([]int{3, 4, 5}, subList.Data())
+}
+
+func BenchmarkSubSlice(b *testing.B) {
+	list := NewList([]int{1, 2, 3, 4, 5, 8})
+	for n := 0; n < b.N; n++ {
+		list.SubList(2, 5)
+	}
+}
+
+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})
+
+	count := list.DeleteIf(func(a int) bool { return a == 1 })
+	assert.Equal([]int{2, 3, 4}, list.Data())
+	assert.Equal(12, count)
+
+	count = list.DeleteIf(func(a int) bool { return a == 5 })
+	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

@@ -0,0 +1,51 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license
+
+// 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.
+type LinkNode[T any] struct {
+	Value T
+	Pre   *LinkNode[T]
+	Next  *LinkNode[T]
+}
+
+// NewLinkNode return a LinkNode pointer
+func NewLinkNode[T any](value T) *LinkNode[T] {
+	return &LinkNode[T]{value, nil, nil}
+}
+
+// StackNode is a node in stack, which have a Value and Next pointer points to next node in the stack.
+type StackNode[T any] struct {
+	Value T
+	Next  *StackNode[T]
+}
+
+// NewStackNode return a StackNode pointer
+func NewStackNode[T any](value T) *StackNode[T] {
+	return &StackNode[T]{value, nil}
+}
+
+// QueueNode is a node in a queue, which have a Value and Next pointer points to next node in the queue.
+type QueueNode[T any] struct {
+	Value T
+	Next  *QueueNode[T]
+}
+
+// NewQueueNode return a QueueNode pointer
+func NewQueueNode[T any](value T) *QueueNode[T] {
+	return &QueueNode[T]{value, nil}
+}
+
+// TreeNode is node of tree
+type TreeNode[T any] struct {
+	Value T
+	Left  *TreeNode[T]
+	Right *TreeNode[T]
+}
+
+// NewTreeNode return a TreeNode pointer
+func NewTreeNode[T any](val T) *TreeNode[T] {
+	return &TreeNode[T]{val, nil, nil}
+}

datastructure/queue/arrayqueue.go

@@ -0,0 +1,124 @@
+// 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 (
+	"fmt"
+	"reflect"
+)
+
+// ArrayQueue implements queue with slice
+type ArrayQueue[T any] struct {
+	items    []T
+	head     int
+	tail     int
+	capacity int
+	size     int
+}
+
+func NewArrayQueue[T any](capacity int) *ArrayQueue[T] {
+	return &ArrayQueue[T]{
+		items:    make([]T, 0, capacity),
+		head:     0,
+		tail:     0,
+		capacity: capacity,
+		size:     0,
+	}
+}
+
+// Data return slice of queue data
+func (q *ArrayQueue[T]) Data() []T {
+	items := []T{}
+	for i := q.head; i < q.tail; i++ {
+		items = append(items, q.items[i])
+	}
+	return items
+}
+
+// Size return number of elements in queue
+func (q *ArrayQueue[T]) Size() int {
+	return q.size
+}
+
+// IsEmpty checks if queue is empty or not
+func (q *ArrayQueue[T]) IsEmpty() bool {
+	return q.size == 0
+}
+
+// IsFull checks if queue is full or not
+func (q *ArrayQueue[T]) IsFull() bool {
+	return q.size == q.capacity
+}
+
+// Front return front value of queue
+func (q *ArrayQueue[T]) Front() T {
+	return q.items[0]
+}
+
+// Back return back value of queue
+func (q *ArrayQueue[T]) Back() T {
+	return q.items[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]
+		}
+		q.tail = q.tail - q.head
+		q.head = 0
+	}
+
+	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 {
+		return item, false
+	}
+	item = q.items[q.head]
+	q.head++
+	q.size--
+	return item, true
+}
+
+// Clear the queue data
+func (q *ArrayQueue[T]) Clear() {
+	capacity := q.capacity
+	q.items = make([]T, 0, capacity)
+	q.head = 0
+	q.tail = 0
+	q.size = 0
+	q.capacity = capacity
+}
+
+// Contain checks if the value is in queue or not
+func (q *ArrayQueue[T]) Contain(value T) bool {
+	for _, v := range q.items {
+		if reflect.DeepEqual(v, value) {
+			return true
+		}
+	}
+	return false
+}
+
+// Print queue data
+func (q *ArrayQueue[T]) Print() {
+	info := "["
+	for i := q.head; i < q.tail; i++ {
+		info += fmt.Sprintf("%+v, ", q.items[i])
+	}
+	info += "]"
+	fmt.Println(info)
+}

datastructure/queue/arrayqueue_test.go

@@ -0,0 +1,119 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestArrayQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayQueue_Enqueue")
+
+	queue := NewArrayQueue[int](5)
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	data := queue.Data()
+	size := queue.Size()
+
+	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)
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	val, ok := queue.Dequeue()
+	assert.Equal(true, ok)
+
+	assert.Equal(1, val)
+	assert.Equal([]int{2, 3}, queue.Data())
+}
+
+func TestArrayQueue_Front(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayQueue_Front")
+
+	queue := NewArrayQueue[int](4)
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	val := queue.Front()
+
+	assert.Equal(1, val)
+	assert.Equal([]int{1, 2, 3}, queue.Data())
+}
+
+func TestArrayQueue_Back(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayQueue_Back")
+
+	queue := NewArrayQueue[int](4)
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	val := queue.Back()
+
+	assert.Equal(3, val)
+	assert.Equal([]int{1, 2, 3}, queue.Data())
+}
+
+func TestArrayQueue_Contain(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayQueue_Contain")
+
+	queue := NewArrayQueue[int](4)
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	assert.Equal(true, queue.Contain(1))
+	assert.Equal(false, queue.Contain(4))
+}
+
+func TestArrayQueue_Clear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayQueue_Clear")
+
+	queue := NewArrayQueue[int](4)
+
+	assert.Equal(true, queue.IsEmpty())
+	assert.Equal(0, queue.Size())
+
+	queue.Enqueue(1)
+	assert.Equal(false, queue.IsEmpty())
+	assert.Equal(1, queue.Size())
+
+	queue.Clear()
+	assert.Equal(true, queue.IsEmpty())
+	assert.Equal(0, queue.Size())
+}
+
+func TestArrayQueue_IsFull(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayQueue_IsFull")
+
+	queue := NewArrayQueue[int](3)
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	assert.Equal(true, queue.IsFull())
+}

datastructure/queue/circularqueue.go

@@ -0,0 +1,123 @@
+// 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"
+	"fmt"
+	"reflect"
+)
+
+// CircularQueue implements circular queue with slice,
+// last index of CircularQueue don't contain value, so acturl capacity is capacity - 1
+type CircularQueue[T any] struct {
+	data     []T
+	front    int
+	rear     int
+	capacity int
+}
+
+// NewCircularQueue return a empty CircularQueue pointer
+func NewCircularQueue[T any](capacity int) *CircularQueue[T] {
+	data := make([]T, capacity)
+	return &CircularQueue[T]{data: data, front: 0, rear: 0, capacity: capacity}
+}
+
+// Data return slice of queue data
+func (q *CircularQueue[T]) Data() []T {
+	data := []T{}
+
+	front := q.front
+	rear := q.rear
+	if front <= rear {
+		return q.data[front:rear]
+	}
+
+	data = append(data, q.data[front:]...)
+	data = append(data, q.data[0:rear]...)
+
+	return data
+}
+
+// Size return number of elements in circular queue
+func (q *CircularQueue[T]) Size() int {
+	if q.capacity == 0 {
+		return 0
+	}
+	return (q.rear - q.front + q.capacity) % q.capacity
+}
+
+// IsEmpty checks if queue is empty or not
+func (q *CircularQueue[T]) IsEmpty() bool {
+	return q.front == q.rear
+}
+
+// IsFull checks if queue is full or not
+func (q *CircularQueue[T]) IsFull() bool {
+	return (q.rear+1)%q.capacity == q.front
+}
+
+// Front return front value of queue
+func (q *CircularQueue[T]) Front() T {
+	return q.data[q.front]
+}
+
+// Back return back value of queue
+func (q *CircularQueue[T]) Back() T {
+	if q.rear-1 >= 0 {
+		return q.data[q.rear-1]
+	}
+	return q.data[q.capacity-1]
+}
+
+// Enqueue put element into queue
+func (q *CircularQueue[T]) Enqueue(value T) error {
+	if q.IsFull() {
+		return errors.New("queue is full!")
+	}
+
+	q.data[q.rear] = value
+	q.rear = (q.rear + 1) % q.capacity
+
+	return nil
+}
+
+// Dequeue remove head element of queue and return it, if queue is empty, return nil and error
+func (q *CircularQueue[T]) Dequeue() (*T, error) {
+	if q.IsEmpty() {
+		return nil, errors.New("queue is empty")
+	}
+
+	headItem := q.data[q.front]
+	var t T
+	q.data[q.front] = t
+	q.front = (q.front + 1) % q.capacity
+
+	return &headItem, nil
+}
+
+// Clear the queue data
+func (q *CircularQueue[T]) Clear() {
+	q.data = []T{}
+	q.front = 0
+	q.rear = 0
+	q.capacity = 0
+}
+
+// Contain checks if the value is in queue or not
+func (q *CircularQueue[T]) Contain(value T) bool {
+	for _, v := range q.data {
+		if reflect.DeepEqual(v, value) {
+			return true
+		}
+	}
+	return false
+}
+
+// Print queue data
+func (q *CircularQueue[T]) Print() {
+	fmt.Printf("%+v\n", q)
+}

datastructure/queue/circularqueue_test.go

@@ -0,0 +1,159 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestCircularQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_Enqueue")
+
+	queue := NewCircularQueue[int](6)
+
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(2)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(3)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(4)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(5)
+	assert.IsNil(err)
+
+	assert.Equal([]int{1, 2, 3, 4, 5}, queue.Data())
+	assert.Equal(5, queue.Size())
+
+	err = queue.Enqueue(6)
+	assert.IsNotNil(err)
+}
+
+func TestCircularQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_DeQueue")
+
+	queue := NewCircularQueue[int](4)
+	assert.Equal(true, queue.IsEmpty())
+
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(2)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(3)
+	assert.IsNil(err)
+
+	val, err := queue.Dequeue()
+	assert.IsNil(err)
+
+	assert.Equal(1, *val)
+	assert.Equal(false, queue.IsFull())
+
+	val, _ = queue.Dequeue()
+	assert.Equal(2, *val)
+	assert.Equal(false, queue.IsFull())
+}
+
+func TestCircularQueue_Front(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_Front")
+
+	queue := NewCircularQueue[int](6)
+
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(2)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(3)
+	assert.IsNil(err)
+
+	val := queue.Front()
+	assert.IsNil(err)
+	assert.Equal(1, val)
+	assert.Equal(3, queue.Size())
+}
+
+func TestCircularQueue_Back(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_Back")
+
+	queue := NewCircularQueue[int](3)
+	assert.Equal(true, queue.IsEmpty())
+
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(2)
+	assert.IsNil(err)
+
+	assert.Equal(2, queue.Back())
+
+	val, _ := queue.Dequeue()
+	assert.Equal(1, *val)
+
+	err = queue.Enqueue(3)
+	assert.IsNil(err)
+
+	assert.Equal(3, queue.Back())
+}
+
+func TestCircularQueue_Contain(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_Contain")
+
+	queue := NewCircularQueue[int](2)
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	assert.Equal(true, queue.Contain(1))
+	assert.Equal(false, queue.Contain(2))
+}
+
+func TestCircularQueue_Clear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_Clear")
+
+	queue := NewCircularQueue[int](3)
+	assert.Equal(true, queue.IsEmpty())
+	assert.Equal(0, queue.Size())
+
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	assert.Equal(false, queue.IsEmpty())
+	assert.Equal(1, queue.Size())
+
+	queue.Clear()
+	assert.Equal(true, queue.IsEmpty())
+	assert.Equal(0, queue.Size())
+}
+
+func TestCircularQueue_Data(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestCircularQueue_Data")
+
+	queue := NewCircularQueue[int](3)
+	err := queue.Enqueue(1)
+	assert.IsNil(err)
+
+	err = queue.Enqueue(2)
+	assert.IsNil(err)
+
+	assert.Equal([]int{1, 2}, queue.Data())
+}

datastructure/queue/linkedqueue.go

@@ -0,0 +1,122 @@
+// 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"
+	"fmt"
+	"reflect"
+
+	"github.com/duke-git/lancet/v2/datastructure"
+)
+
+// LinkedQueue implements queue with link list
+type LinkedQueue[T any] struct {
+	head   *datastructure.QueueNode[T]
+	tail   *datastructure.QueueNode[T]
+	length int
+}
+
+// NewLinkedQueue return a empty LinkedQueue pointer
+func NewLinkedQueue[T any]() *LinkedQueue[T] {
+	return &LinkedQueue[T]{head: nil, tail: nil, length: 0}
+}
+
+// Data return slice of queue data
+func (q *LinkedQueue[T]) Data() []T {
+	res := []T{}
+	current := q.head
+
+	for current != nil {
+		res = append(res, current.Value)
+		current = current.Next
+	}
+	return res
+}
+
+// Size return length of queue data
+func (q *LinkedQueue[T]) Size() int {
+	return q.length
+}
+
+// IsEmpty checks if queue is empty or not
+func (q *LinkedQueue[T]) IsEmpty() bool {
+	return q.length == 0
+}
+
+// Enqueue put element into queue
+func (q *LinkedQueue[T]) Enqueue(value T) {
+	newNode := datastructure.NewQueueNode(value)
+
+	if q.IsEmpty() {
+		q.head = newNode
+		q.tail = newNode
+	} else {
+		q.tail.Next = newNode
+		q.tail = newNode
+	}
+	q.length++
+}
+
+// Dequeue delete head element of queue then return it, if queue is empty, return nil and error
+func (q *LinkedQueue[T]) Dequeue() (*T, error) {
+	if q.IsEmpty() {
+		return nil, errors.New("queue is empty")
+	}
+
+	head := q.head
+	q.head = q.head.Next
+	q.length--
+
+	return &head.Value, nil
+}
+
+// Front return front value of queue
+func (q *LinkedQueue[T]) Front() (*T, error) {
+	if q.IsEmpty() {
+		return nil, errors.New("queue is empty")
+	}
+	return &q.head.Value, nil
+}
+
+// Back return back value of queue
+func (q *LinkedQueue[T]) Back() (*T, error) {
+	if q.IsEmpty() {
+		return nil, errors.New("queue is empty")
+	}
+	return &q.tail.Value, nil
+}
+
+// Clear clear the queue data
+func (q *LinkedQueue[T]) Clear() {
+	q.head = nil
+	q.tail = nil
+	q.length = 0
+}
+
+// Print all nodes info of queue link
+func (q *LinkedQueue[T]) Print() {
+	current := q.head
+	info := "[ "
+	for current != nil {
+		info += fmt.Sprintf("%+v, ", current)
+		current = current.Next
+	}
+	info += " ]"
+	fmt.Println(info)
+}
+
+// Contain checks if the value is in queue or not
+func (q *LinkedQueue[T]) Contain(value T) bool {
+	current := q.head
+	for current != nil {
+		if reflect.DeepEqual(current.Value, value) {
+			return true
+		}
+		current = current.Next
+	}
+	return false
+}

datastructure/queue/linkedqueue_test.go

@@ -0,0 +1,106 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestLinkedQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedQueue_Enqueue")
+
+	queue := NewLinkedQueue[int]()
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	assert.Equal([]int{1, 2, 3}, queue.Data())
+	assert.Equal(3, queue.Size())
+}
+
+func TestLinkedQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedQueue_DeQueue")
+
+	queue := NewLinkedQueue[int]()
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	val, _ := queue.Dequeue()
+
+	queue.Print()
+
+	assert.Equal([]int{2, 3}, queue.Data())
+	assert.Equal(1, *val)
+}
+
+func TestLinkedQueue_Front(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedQueue_Front")
+
+	queue := NewLinkedQueue[int]()
+	_, err := queue.Front()
+	assert.IsNotNil(err)
+
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	val, err := queue.Front()
+	assert.Equal(1, *val)
+	assert.IsNil(err)
+}
+
+func TestLinkedQueue_Back(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedQueue_Back")
+
+	queue := NewLinkedQueue[int]()
+	_, err := queue.Back()
+	assert.IsNotNil(err)
+
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+
+	val, err := queue.Back()
+	assert.Equal(3, *val)
+	assert.IsNil(err)
+}
+
+func TestLinkedQueue_Clear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedQueue_Back")
+
+	queue := NewLinkedQueue[int]()
+	assert.Equal(true, queue.IsEmpty())
+
+	queue.Enqueue(1)
+	queue.Enqueue(2)
+	queue.Enqueue(3)
+	assert.Equal(false, queue.IsEmpty())
+
+	queue.Clear()
+	assert.Equal(true, queue.IsEmpty())
+}
+
+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)
+
+	assert.Equal(true, queue.Contain(1))
+	assert.Equal(false, queue.Contain(4))
+}

datastructure/queue/priorityqueue.go

@@ -0,0 +1,118 @@
+// 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"
+)
+
+// PriorityQueue is a priority queue implemented by binary heap tree
+// type T should implements Compare function in lancetconstraints.Comparator interface.
+type PriorityQueue[T any] struct {
+	items      []T
+	size       int
+	comparator lancetconstraints.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] {
+	return &PriorityQueue[T]{
+		items:      make([]T, capacity+1),
+		size:       0,
+		comparator: comparator,
+	}
+}
+
+// IsEmpty checks if the queue is empty or not
+func (q *PriorityQueue[T]) IsEmpty() bool {
+	return q.size == 0
+}
+
+// Size get number of items in the queue
+func (q *PriorityQueue[T]) Size() int {
+	return q.size
+}
+
+// IsFull checks if the queue capacity is full or not
+func (q *PriorityQueue[T]) IsFull() bool {
+	return q.size == len(q.items)-1
+}
+
+// Data return a slice of queue data
+func (q *PriorityQueue[T]) Data() []T {
+	data := make([]T, q.size)
+	for i := 1; i < q.size+1; i++ {
+		data[i-1] = q.items[i]
+	}
+
+	return data
+}
+
+// Enqueue insert value into queue
+func (q *PriorityQueue[T]) Enqueue(val T) error {
+	if q.IsFull() {
+		return errors.New("queue is already full.")
+	}
+	q.size++
+	q.items[q.size] = val
+	q.swim(q.size)
+	return nil
+}
+
+// Dequeue delete and return max value in queue
+func (q *PriorityQueue[T]) Dequeue() (T, bool) {
+	var val T
+	if q.IsEmpty() {
+		return val, false
+	}
+
+	max := q.items[1]
+
+	q.swap(1, q.size)
+	q.size--
+	q.sink(1)
+
+	//set zero value for rest values of the queue
+	q.items[q.size+1] = val
+
+	return max, true
+}
+
+// swim when child's key is larger than parent's key, exchange them.
+func (q *PriorityQueue[T]) swim(index int) {
+	for index > 1 && q.comparator.Compare(q.items[index/2], q.items[index]) < 0 {
+		q.swap(index, index/2)
+		index = index / 2
+	}
+}
+
+// sink when parent's key smaller than child's key, exchange parent's key with larger child's key.
+func (q *PriorityQueue[T]) sink(index int) {
+
+	for 2*index <= q.size {
+		j := 2 * index
+
+		// get larger child node index
+		if j < q.size && q.comparator.Compare(q.items[j], q.items[j+1]) < 0 {
+			j++
+		}
+		// if parent larger than child, stop
+		if !(q.comparator.Compare(q.items[index], q.items[j]) < 0) {
+			break
+		}
+
+		q.swap(index, j)
+		index = j
+	}
+}
+
+// swap the two values at index i and j
+func (q *PriorityQueue[T]) swap(i, j int) {
+	q.items[i], q.items[j] = q.items[j], q.items[i]
+}

datastructure/queue/priorityqueue_test.go

@@ -0,0 +1,74 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+func TestPriorityQueue_Enqueue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestPriorityQueue_Enqueue")
+
+	comparator := &intComparator{}
+	pq := NewPriorityQueue[int](3, comparator)
+
+	assert.Equal(true, pq.IsEmpty())
+	assert.Equal(false, pq.IsFull())
+
+	err := pq.Enqueue(1)
+	assert.IsNil(err)
+
+	err = pq.Enqueue(2)
+	assert.IsNil(err)
+
+	err = pq.Enqueue(3)
+	assert.IsNil(err)
+
+	assert.Equal(true, pq.IsFull())
+
+	queueData := pq.Data()
+	assert.Equal([]int{3, 1, 2}, queueData)
+
+}
+
+func TestPriorityQueue_Dequeue(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestPriorityQueue_Dequeue")
+
+	comparator := &intComparator{}
+	pq := NewPriorityQueue[int](3, comparator)
+
+	_, ok := pq.Dequeue()
+	assert.Equal(false, ok)
+
+	err := pq.Enqueue(1)
+	assert.IsNil(err)
+
+	err = pq.Enqueue(2)
+	assert.IsNil(err)
+
+	err = pq.Enqueue(3)
+	assert.IsNil(err)
+
+	assert.Equal(3, pq.Size())
+
+	val, ok := pq.Dequeue()
+	assert.Equal(true, ok)
+	assert.Equal(3, val)
+}

datastructure/set/set.go

@@ -0,0 +1,199 @@
+// 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.
+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])
+	set.Add(items...)
+	return set
+}
+
+// NewSetFromSlice create a set from slice
+func NewSetFromSlice[T comparable](items []T) Set[T] {
+	set := make(Set[T])
+	for _, item := range items {
+		set.Add(item)
+	}
+	return set
+}
+
+// Add items to set
+func (s Set[T]) Add(items ...T) {
+	for _, v := range items {
+		s[v] = struct{}{}
+	}
+}
+
+// AddIfNotExist checks if item exists in the set,
+// it adds the item to set and returns true if it does not exist in the set,
+// or else it does nothing and returns false.
+func (s Set[T]) AddIfNotExist(item T) bool {
+	if !s.Contain(item) {
+		if _, ok := s[item]; !ok {
+			s[item] = struct{}{}
+			return true
+		}
+	}
+	return false
+}
+
+// AddIfNotExistBy checks if item exists in the set and pass the `checker` function
+// it adds the item to set and returns true if it does not exists in the set and
+// function `checker` returns true, or else it does nothing and returns false.
+func (s Set[T]) AddIfNotExistBy(item T, checker func(element T) bool) bool {
+	if !s.Contain(item) {
+		if checker(item) {
+			if _, ok := s[item]; !ok {
+				s[item] = struct{}{}
+				return true
+			}
+		}
+	}
+	return false
+}
+
+// Contain checks if set contains item or not
+func (s Set[T]) Contain(item T) bool {
+	_, ok := s[item]
+	return ok
+}
+
+// ContainAll checks if set contains other set
+func (s Set[T]) ContainAll(other Set[T]) bool {
+	for k := range other {
+		_, ok := s[k]
+		if !ok {
+			return false
+		}
+	}
+	return true
+}
+
+// Clone return a copy of set
+func (s Set[T]) Clone() Set[T] {
+	set := NewSet[T]()
+	set.Add(s.Values()...)
+	return set
+}
+
+// Delete item of set
+func (s Set[T]) Delete(items ...T) {
+	for _, v := range items {
+		delete(s, v)
+	}
+}
+
+// Equal checks if two set has same elements or not
+func (s Set[T]) Equal(other Set[T]) bool {
+	if s.Size() != other.Size() {
+		return false
+	}
+
+	return s.ContainAll(other) && other.ContainAll(s)
+}
+
+// Iterate call function by every element of set
+func (s Set[T]) Iterate(fn func(item T)) {
+	for v := range s {
+		fn(v)
+	}
+}
+
+// IsEmpty checks the set is empty or not
+func (s Set[T]) IsEmpty() bool {
+	return len(s) == 0
+}
+
+// Size get the number of elements in set
+func (s Set[T]) Size() int {
+	return len(s)
+}
+
+// Values return all values of set
+func (s Set[T]) Values() []T {
+	result := make([]T, 0, len(s))
+
+	s.Iterate(func(value T) {
+		result = append(result, value)
+	})
+
+	return result
+}
+
+// Union creates a new set contain all element of set s and other
+func (s Set[T]) Union(other Set[T]) Set[T] {
+	set := s.Clone()
+	set.Add(other.Values()...)
+	return set
+}
+
+// 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]()
+	s.Iterate(func(value T) {
+		if other.Contain(value) {
+			set.Add(value)
+		}
+	})
+
+	return set
+}
+
+// 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]()
+	s.Iterate(func(value T) {
+		if !other.Contain(value) {
+			set.Add(value)
+		}
+	})
+
+	other.Iterate(func(value T) {
+		if !s.Contain(value) {
+			set.Add(value)
+		}
+	})
+
+	return set
+}
+
+// Minus creates an 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]()
+
+	s.Iterate(func(value T) {
+		if !comparedSet.Contain(value) {
+			set.Add(value)
+		}
+	})
+
+	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 {
+		items := s.Values()
+		item := items[len(s)-1]
+		delete(s, item)
+		return item, true
+	}
+
+	return v, false
+}

datastructure/set/set_test.go

@@ -0,0 +1,262 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestSet_NewSetFromSlice(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_NewSetFromSlice")
+
+	s1 := NewSetFromSlice([]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{})
+	assert.Equal(0, s2.Size())
+}
+
+func TestSet_Add(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_Add")
+
+	set := NewSet[int]()
+	set.Add(1, 2, 3)
+
+	cmpSet := NewSet(1, 2, 3)
+
+	assert.Equal(true, set.Equal(cmpSet))
+}
+
+func TestSet_AddIfNotExist(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_AddIfNotExist")
+
+	set := NewSet[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)
+}
+
+func TestSet_AddIfNotExistBy(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_AddIfNotExistBy")
+
+	set := NewSet[int]()
+	set.Add(1, 2)
+
+	ok := set.AddIfNotExistBy(3, func(val int) bool {
+		return val%2 != 0
+	})
+
+	notOk := set.AddIfNotExistBy(4, func(val int) bool {
+		return val%2 != 0
+	})
+
+	assert.Equal(true, ok)
+	assert.Equal(false, notOk)
+
+	assert.Equal(true, set.Contain(3))
+	assert.Equal(false, set.Contain(4))
+}
+
+func TestSet_Contain(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_Contain")
+
+	set := NewSet[int]()
+	set.Add(1, 2, 3)
+
+	assert.Equal(true, set.Contain(1))
+	assert.Equal(false, set.Contain(4))
+}
+
+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)
+
+	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)
+	set2 := set1.Clone()
+
+	assert.Equal(true, set1.Size() == set2.Size())
+	assert.Equal(true, set1.ContainAll(set2))
+}
+
+func TestSet_Delete(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_Delete")
+
+	set := NewSet[int]()
+	set.Add(1, 2, 3)
+	set.Delete(3)
+
+	assert.Equal(true, set.Equal(NewSet(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)
+
+	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)
+	arr := []int{}
+	set.Iterate(func(value int) {
+		arr = append(arr, value)
+	})
+
+	assert.Equal(3, len(arr))
+}
+
+func TestSet_IsEmpty(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_IsEmpty")
+
+	set := NewSet[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)
+	assert.Equal(3, set.Size())
+}
+
+func TestSet_Values(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestSet_Values")
+
+	set := NewSet(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)
+
+	unionSet := set1.Union(set2)
+
+	assert.Equal(NewSet(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)
+	intersectionSet := set1.Intersection(set2)
+
+	assert.Equal(NewSet(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)
+
+	assert.Equal(NewSet(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)
+
+	assert.Equal(NewSet(1), set1.Minus(set2))
+	assert.Equal(NewSet(4, 5), set2.Minus(set3))
+}
+
+func TestEachWithBreak(t *testing.T) {
+	// s := NewSet(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) {
+// 	assert := internal.NewAssert(t, "TestPop")
+
+// 	s := NewSet[int]()
+
+// 	val, ok := s.Pop()
+// 	assert.Equal(0, val)
+// 	assert.Equal(false, ok)
+
+// 	s.Add(1)
+// 	s.Add(2)
+// 	s.Add(3)
+
+// 	// s = NewSet(1, 2, 3, 4, 5)
+
+// 	val, ok = s.Pop()
+// 	assert.Equal(3, val)
+// 	assert.Equal(true, ok)
+// }

datastructure/stack/arraystack.go

@@ -0,0 +1,66 @@
+// 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"
+
+// ArrayStack implements stack with slice
+type ArrayStack[T any] struct {
+	data   []T
+	length int
+}
+
+// NewArrayStack return a empty ArrayStack pointer
+func NewArrayStack[T any]() *ArrayStack[T] {
+	return &ArrayStack[T]{data: []T{}, length: 0}
+}
+
+// Data return stack data
+func (s *ArrayStack[T]) Data() []T {
+	return s.data
+}
+
+// Size return length of stack data
+func (s *ArrayStack[T]) Size() int {
+	return s.length
+}
+
+// IsEmpty checks if stack is empty or not
+func (s *ArrayStack[T]) IsEmpty() bool {
+	return s.length == 0
+}
+
+// Push element into stack
+func (s *ArrayStack[T]) Push(value T) {
+	s.data = append([]T{value}, s.data...)
+	s.length++
+}
+
+// Pop delete the top element of stack then return it, if stack is empty, return nil and error
+func (s *ArrayStack[T]) Pop() (*T, error) {
+	if s.IsEmpty() {
+		return nil, errors.New("stack is empty")
+	}
+
+	topItem := s.data[0]
+	s.data = s.data[1:]
+	s.length--
+
+	return &topItem, nil
+}
+
+// Peak return the top element of stack
+func (s *ArrayStack[T]) Peak() (*T, error) {
+	if s.IsEmpty() {
+		return nil, errors.New("stack is empty")
+	}
+	return &s.data[0], nil
+}
+
+// Clear the stack data
+func (s *ArrayStack[T]) Clear() {
+	s.data = []T{}
+	s.length = 0
+}

datastructure/stack/arraystack_test.go

@@ -0,0 +1,82 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestArrayStack_Push(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayStack_Push")
+
+	stack := NewArrayStack[int]()
+	stack.Push(1)
+	stack.Push(2)
+	stack.Push(3)
+
+	values := stack.Data()
+	length := stack.Size()
+
+	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]()
+	_, err := stack.Pop()
+	assert.IsNotNil(err)
+
+	stack.Push(1)
+	stack.Push(2)
+	stack.Push(3)
+
+	topItem, err := stack.Pop()
+	assert.IsNil(err)
+	assert.Equal(3, *topItem)
+
+	assert.Equal([]int{2, 1}, stack.Data())
+}
+
+func TestArrayStack_Peak(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestArrayStack_Peak")
+
+	stack := NewArrayStack[int]()
+	_, err := stack.Peak()
+	assert.IsNotNil(err)
+
+	stack.Push(1)
+	stack.Push(2)
+	stack.Push(3)
+
+	topItem, err := stack.Peak()
+	assert.IsNil(err)
+	assert.Equal(3, *topItem)
+
+	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]()
+	assert.Equal(true, stack.IsEmpty())
+	assert.Equal(0, stack.Size())
+
+	stack.Push(1)
+	assert.Equal(false, stack.IsEmpty())
+	assert.Equal(1, stack.Size())
+
+	stack.Clear()
+	assert.Equal(true, stack.IsEmpty())
+	assert.Equal(0, stack.Size())
+}

datastructure/stack/linkedstack.go

@@ -0,0 +1,98 @@
+// 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"
+	"fmt"
+
+	"github.com/duke-git/lancet/v2/datastructure"
+)
+
+// LinkedStack implements stack with link list
+type LinkedStack[T any] struct {
+	top    *datastructure.StackNode[T]
+	length int
+}
+
+// NewLinkedStack return a empty LinkedStack pointer
+func NewLinkedStack[T any]() *LinkedStack[T] {
+	return &LinkedStack[T]{top: nil, length: 0}
+}
+
+// Data return stack data
+func (s *LinkedStack[T]) Data() []T {
+	res := []T{}
+	current := s.top
+
+	for current != nil {
+		res = append(res, current.Value)
+		current = current.Next
+	}
+	return res
+}
+
+// Size return length of stack data
+func (s *LinkedStack[T]) Size() int {
+	return s.length
+}
+
+// IsEmpty checks if stack is empty or not
+func (s *LinkedStack[T]) IsEmpty() bool {
+	return s.length == 0
+}
+
+// Push element into stack
+func (s *LinkedStack[T]) Push(value T) {
+	newNode := datastructure.NewStackNode(value)
+	top := s.top
+	if top == nil {
+		s.top = newNode
+	} else {
+		newNode.Next = top
+		s.top = newNode
+	}
+
+	s.length++
+}
+
+// Pop delete the top element of stack then return it, if stack is empty, return nil and error
+func (s *LinkedStack[T]) Pop() (*T, error) {
+	if s.IsEmpty() {
+		return nil, errors.New("stack is empty")
+	}
+
+	top := s.top
+	s.top = s.top.Next
+	s.length--
+
+	return &top.Value, nil
+}
+
+// Peak return the top element of stack then return it
+func (s *LinkedStack[T]) Peak() (*T, error) {
+	if s.IsEmpty() {
+		return nil, errors.New("stack is empty")
+	}
+	return &s.top.Value, nil
+}
+
+// Clear clear the stack data
+func (s *LinkedStack[T]) Clear() {
+	s.top = nil
+	s.length = 0
+}
+
+// Print all nodes info of stack link
+func (s *LinkedStack[T]) Print() {
+	current := s.top
+	info := "[ "
+	for current != nil {
+		info += fmt.Sprintf("%+v, ", current)
+		current = current.Next
+	}
+	info += " ]"
+	fmt.Println(info)
+}

datastructure/stack/linkedstack_test.go

@@ -0,0 +1,83 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestLinkedStack_Push(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedStack_Push")
+
+	stack := NewLinkedStack[int]()
+	stack.Push(1)
+	stack.Push(2)
+	stack.Push(3)
+
+	values := stack.Data()
+	size := stack.Size()
+
+	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]()
+	_, err := stack.Pop()
+	assert.IsNotNil(err)
+
+	stack.Push(1)
+	stack.Push(2)
+	stack.Push(3)
+
+	topItem, err := stack.Pop()
+	assert.IsNil(err)
+	assert.Equal(3, *topItem)
+
+	stack.Print()
+	assert.Equal([]int{2, 1}, stack.Data())
+}
+
+func TestLinkedStack_Peak(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestLinkedStack_Peak")
+
+	stack := NewLinkedStack[int]()
+	_, err := stack.Peak()
+	assert.IsNotNil(err)
+
+	stack.Push(1)
+	stack.Push(2)
+	stack.Push(3)
+
+	topItem, err := stack.Peak()
+	assert.IsNil(err)
+	assert.Equal(3, *topItem)
+
+	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]()
+	assert.Equal(true, stack.IsEmpty())
+	assert.Equal(0, stack.Size())
+
+	stack.Push(1)
+	assert.Equal(false, stack.IsEmpty())
+	assert.Equal(1, stack.Size())
+
+	stack.Clear()
+	assert.Equal(true, stack.IsEmpty())
+	assert.Equal(0, stack.Size())
+}

datastructure/tree/bstree.go

@@ -0,0 +1,112 @@
+// 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/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 BSTree[T any] struct {
+	root       *datastructure.TreeNode[T]
+	comparator lancetconstraints.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] {
+	root := datastructure.NewTreeNode(rootData)
+	return &BSTree[T]{root, comparator}
+}
+
+// InsertNode insert data into BSTree
+func (t *BSTree[T]) Insert(data T) {
+	root := t.root
+	newNode := datastructure.NewTreeNode(data)
+	if root == nil {
+		t.root = newNode
+	} else {
+		insertTreeNode(root, newNode, t.comparator)
+	}
+}
+
+// DeletetNode delete data into BSTree
+func (t *BSTree[T]) Delete(data T) {
+	deleteTreeNode(t.root, data, t.comparator)
+}
+
+// NodeLevel get node level in BSTree
+func (t *BSTree[T]) NodeLevel(node *datastructure.TreeNode[T]) int {
+	if node == nil {
+		return 0
+	}
+	left := float64(t.NodeLevel(node.Left))
+	right := float64(t.NodeLevel(node.Right))
+
+	return int(math.Max(left, right)) + 1
+}
+
+// PreOrderTraverse traverse tree node in pre order
+func (t *BSTree[T]) PreOrderTraverse() []T {
+	return preOrderTraverse(t.root)
+}
+
+// PostOrderTraverse traverse tree node in post order
+func (t *BSTree[T]) PostOrderTraverse() []T {
+	return postOrderTraverse(t.root)
+}
+
+// InOrderTraverse traverse tree node in mid order
+func (t *BSTree[T]) InOrderTraverse() []T {
+	return inOrderTraverse(t.root)
+}
+
+// LevelOrderTraverse traverse tree node in level order
+func (t *BSTree[T]) LevelOrderTraverse() []T {
+	traversal := make([]T, 0)
+	levelOrderTraverse(t.root, &traversal)
+	return traversal
+}
+
+// Depth returns the calculated depth of a binary saerch tree
+func (t *BSTree[T]) Depth() int {
+	return calculateDepth(t.root, 0)
+}
+
+// IsSubTree checks if the tree `t` has `subTree` or not
+func (t *BSTree[T]) HasSubTree(subTree *BSTree[T]) bool {
+	return hasSubTree(t.root, subTree.root, t.comparator)
+}
+
+func hasSubTree[T any](superTreeRoot, subTreeRoot *datastructure.TreeNode[T],
+	comparator lancetconstraints.Comparator) bool {
+	result := false
+
+	if superTreeRoot != nil && subTreeRoot != nil {
+		if comparator.Compare(superTreeRoot.Value, subTreeRoot.Value) == 0 {
+			result = isSubTree(superTreeRoot, subTreeRoot, comparator)
+		}
+		if !result {
+			result = hasSubTree(superTreeRoot.Left, subTreeRoot, comparator)
+		}
+		if !result {
+			result = hasSubTree(superTreeRoot.Right, subTreeRoot, comparator)
+		}
+	}
+	return result
+}
+
+// Print the bstree structure
+func (t *BSTree[T]) Print() {
+	maxLevel := t.NodeLevel(t.root)
+	nodes := []*datastructure.TreeNode[T]{t.root}
+	printTreeNodes(nodes, 1, maxLevel)
+}

datastructure/tree/bstree_test.go

@@ -0,0 +1,146 @@
+package datastructure
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func TestBSTree_PreOrderTraverse(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBSTree_PreOrderTraverse")
+
+	bstree := NewBSTree(6, &intComparator{})
+
+	bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+	acturl := bstree.PreOrderTraverse()
+	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{})
+
+	bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+	acturl := bstree.PostOrderTraverse()
+	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{})
+
+	bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+	acturl := bstree.InOrderTraverse()
+	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{})
+
+	bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+	acturl := bstree.LevelOrderTraverse()
+	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{})
+
+	bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+	bstree.Delete(4)
+
+	acturl1 := bstree.InOrderTraverse()
+	assert.Equal([]int{2, 5, 6, 7}, acturl1)
+
+	//todo
+	// bstree.DeletetNode(6, comparator)
+	// bstree.Print()
+	// acturl2 := bstree.InOrderTraverse()
+	// 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{})
+
+	bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+	assert.Equal(bstree.Depth(), 4)
+}
+
+func TestBSTree_IsSubTree(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBSTree_IsSubTree")
+
+	superTree := NewBSTree(8, &intComparator{})
+	superTree.Insert(4)
+	superTree.Insert(5)
+	superTree.Insert(6)
+	superTree.Insert(9)
+	superTree.Insert(4)
+
+	superTree.Print()
+
+	subTree := NewBSTree(5, &intComparator{})
+	subTree.Insert(4)
+	subTree.Insert(6)
+
+	assert.Equal(true, superTree.HasSubTree(subTree))
+	assert.Equal(false, subTree.HasSubTree(superTree))
+}

datastructure/tree/tree_internal.go

@@ -0,0 +1,238 @@
+package datastructure
+
+import (
+	"fmt"
+	"math"
+
+	"github.com/duke-git/lancet/v2/datastructure"
+	"github.com/duke-git/lancet/v2/lancetconstraints"
+)
+
+func preOrderTraverse[T any](node *datastructure.TreeNode[T]) []T {
+	data := []T{}
+	if node != nil {
+		data = append(data, node.Value)
+		data = append(data, preOrderTraverse(node.Left)...)
+		data = append(data, preOrderTraverse(node.Right)...)
+	}
+	return data
+}
+
+func postOrderTraverse[T any](node *datastructure.TreeNode[T]) []T {
+	data := []T{}
+	if node != nil {
+		data = append(data, preOrderTraverse(node.Left)...)
+		data = append(data, preOrderTraverse(node.Right)...)
+		data = append(data, node.Value)
+	}
+	return data
+}
+
+func inOrderTraverse[T any](node *datastructure.TreeNode[T]) []T {
+	data := []T{}
+	if node != nil {
+		data = append(data, inOrderTraverse(node.Left)...)
+		data = append(data, node.Value)
+		data = append(data, inOrderTraverse(node.Right)...)
+	}
+	return data
+}
+
+// func preOrderPrint[T any](node *datastructure.TreeNode[T]) {
+// 	if node == nil {
+// 		return
+// 	}
+
+// 	fmt.Printf("%v, ", node.Value)
+// 	preOrderPrint(node.Left)
+// 	preOrderPrint(node.Right)
+// }
+
+// func postOrderPrint[T any](node *datastructure.TreeNode[T]) {
+// 	if node == nil {
+// 		return
+// 	}
+
+// 	postOrderPrint(node.Left)
+// 	postOrderPrint(node.Right)
+// 	fmt.Printf("%v, ", node.Value)
+// }
+
+// func inOrderPrint[T any](node *datastructure.TreeNode[T]) {
+// 	if node == nil {
+// 		return
+// 	}
+
+// 	inOrderPrint(node.Left)
+// 	fmt.Printf("%v, ", node.Value)
+// 	inOrderPrint(node.Right)
+// }
+
+func levelOrderTraverse[T any](root *datastructure.TreeNode[T], traversal *[]T) {
+	var q []*datastructure.TreeNode[T] // queue
+	var n *datastructure.TreeNode[T]   // temp node
+
+	q = append(q, root)
+
+	for len(q) != 0 {
+		n, q = q[0], q[1:]
+		*traversal = append(*traversal, n.Value)
+		if n.Left != nil {
+			q = append(q, n.Left)
+		}
+		if n.Right != nil {
+			q = append(q, n.Right)
+		}
+	}
+}
+
+func insertTreeNode[T any](rootNode, newNode *datastructure.TreeNode[T], comparator lancetconstraints.Comparator) {
+	if comparator.Compare(newNode.Value, rootNode.Value) == -1 {
+		if rootNode.Left == nil {
+			rootNode.Left = newNode
+		} else {
+			insertTreeNode(rootNode.Left, newNode, comparator)
+		}
+	} else {
+		if rootNode.Right == nil {
+			rootNode.Right = newNode
+		} else {
+			insertTreeNode(rootNode.Right, newNode, comparator)
+		}
+	}
+}
+
+// todo, delete root node failed
+func deleteTreeNode[T any](node *datastructure.TreeNode[T], data T, comparator lancetconstraints.Comparator) *datastructure.TreeNode[T] {
+	if node == nil {
+		return nil
+	}
+	if comparator.Compare(data, node.Value) == -1 {
+		node.Left = deleteTreeNode(node.Left, data, comparator)
+	} else if comparator.Compare(data, node.Value) == 1 {
+		node.Right = deleteTreeNode(node.Right, data, comparator)
+	} else {
+		if node.Left == nil {
+			node = node.Right
+		} else if node.Right == nil {
+			node = node.Left
+		} else {
+			l := node.Right
+			d := inOrderSuccessor(l)
+			d.Left = node.Left
+			return node.Right
+		}
+	}
+
+	return node
+}
+
+func inOrderSuccessor[T any](root *datastructure.TreeNode[T]) *datastructure.TreeNode[T] {
+	cur := root
+	for cur.Left != nil {
+		cur = cur.Left
+	}
+	return cur
+}
+
+func printTreeNodes[T any](nodes []*datastructure.TreeNode[T], level, maxLevel int) {
+	if len(nodes) == 0 || isAllNil(nodes) {
+		return
+	}
+
+	floor := maxLevel - level
+	endgeLines := int(math.Pow(float64(2), (math.Max(float64(floor)-1, 0))))
+	firstSpaces := int(math.Pow(float64(2), float64(floor))) - 1
+	betweenSpaces := int(math.Pow(float64(2), float64(floor)+1)) - 1
+
+	printSpaces(firstSpaces)
+
+	newNodes := []*datastructure.TreeNode[T]{}
+	for _, node := range nodes {
+		if node != nil {
+			fmt.Printf("%v", node.Value)
+			newNodes = append(newNodes, node.Left)
+			newNodes = append(newNodes, node.Right)
+		} else {
+			newNodes = append(newNodes, nil)
+			newNodes = append(newNodes, nil)
+			printSpaces(1)
+		}
+
+		printSpaces(betweenSpaces)
+	}
+
+	fmt.Println("")
+
+	for i := 1; i <= endgeLines; i++ {
+		for j := 0; j < len(nodes); j++ {
+			printSpaces(firstSpaces - i)
+			if nodes[j] == nil {
+				printSpaces(endgeLines + endgeLines + i + 1)
+				continue
+			}
+
+			if nodes[j].Left != nil {
+				fmt.Print("/")
+			} else {
+				printSpaces(1)
+			}
+
+			printSpaces(i + i - 1)
+
+			if nodes[j].Right != nil {
+				fmt.Print("\\")
+			} else {
+				printSpaces(1)
+			}
+			printSpaces(endgeLines + endgeLines - 1)
+		}
+		fmt.Println("")
+	}
+
+	printTreeNodes(newNodes, level+1, maxLevel)
+}
+
+// printSpaces
+func printSpaces(n int) {
+	for i := 0; i < n; i++ {
+		fmt.Print(" ")
+	}
+}
+
+func isAllNil[T any](nodes []*datastructure.TreeNode[T]) bool {
+	for _, v := range nodes {
+		if v != nil {
+			return false
+		}
+	}
+	return true
+}
+
+func calculateDepth[T any](node *datastructure.TreeNode[T], depth int) int {
+	if node == nil {
+		return depth
+	}
+	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 {
+	if subTreeRoot == nil {
+		return true
+	}
+	if superTreeRoot == nil {
+		return false
+	}
+	if comparator.Compare(superTreeRoot.Value, subTreeRoot.Value) != 0 {
+		return false
+	}
+	result := isSubTree(superTreeRoot.Left, subTreeRoot.Left, comparator) && isSubTree(superTreeRoot.Right, subTreeRoot.Right, comparator)
+	return result
+}
+
+func max(a, b int) int {
+	if a > b {
+		return a
+	}
+	return b
+}

datetime/conversion.go

@@ -0,0 +1,68 @@
+// Copyright 2021 dudaodong@gmail.com. All rights reserved.
+// Use of this source code is governed by MIT license.
+
+package datetime
+
+import "time"
+
+type theTime struct {
+	unix int64
+}
+
+// NewUnixNow return unix timestamp of current time.
+// Play: https://go.dev/play/p/U4PPx-9D0oz
+func NewUnixNow() *theTime {
+	return &theTime{unix: time.Now().Unix()}
+}
+
+// NewUnix return unix timestamp of specified time.
+// Play: https://go.dev/play/p/psoSuh_kLRt
+func NewUnix(unix int64) *theTime {
+	return &theTime{unix: unix}
+}
+
+// NewFormat return unix timestamp of specified time string, t should be "yyyy-mm-dd hh:mm:ss".
+// Play: https://go.dev/play/p/VkW08ZOaXPZ
+func NewFormat(t string) (*theTime, error) {
+	timeLayout := "2006-01-02 15:04:05"
+	loc := time.FixedZone("CST", 8*3600)
+	tt, err := time.ParseInLocation(timeLayout, t, loc)
+	if err != nil {
+		return nil, err
+	}
+	return &theTime{unix: tt.Unix()}, nil
+}
+
+// NewISO8601 return unix timestamp of specified iso8601 time string.
+// Play: https://go.dev/play/p/mkhOHQkdeA2
+func NewISO8601(iso8601 string) (*theTime, error) {
+	t, err := time.ParseInLocation(time.RFC3339, iso8601, time.UTC)
+	if err != nil {
+		return nil, err
+	}
+	return &theTime{unix: t.Unix()}, nil
+}
+
+// ToUnix return unix timestamp.
+// Play: https://go.dev/play/p/_LUiwAdocjy
+func (t *theTime) ToUnix() int64 {
+	return t.unix
+}
+
+// ToFormat return the time string 'yyyy-mm-dd hh:mm:ss' of unix time.
+// Play: https://go.dev/play/p/VkW08ZOaXPZ
+func (t *theTime) ToFormat() string {
+	return time.Unix(t.unix, 0).Format("2006-01-02 15:04:05")
+}
+
+// ToFormatForTpl return the time string which format is specified tpl.
+// Play: https://go.dev/play/p/nyXxXcQJ8L5
+func (t *theTime) ToFormatForTpl(tpl string) string {
+	return time.Unix(t.unix, 0).Format(tpl)
+}
+
+// ToFormatForTpl return iso8601 time string.
+// Play: https://go.dev/play/p/mkhOHQkdeA2
+func (t *theTime) ToIso8601() string {
+	return time.Unix(t.unix, 0).Format(time.RFC3339)
+}

datetime/conversion_test.go

@@ -0,0 +1,55 @@
+package datetime
+
+import (
+	"testing"
+
+	"github.com/duke-git/lancet/v2/internal"
+)
+
+func TestToUnix(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestToUnix")
+
+	tm1 := NewUnixNow()
+	unixTimestamp := tm1.ToUnix()
+	tm2 := NewUnix(unixTimestamp)
+
+	assert.Equal(tm1, tm2)
+}
+
+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)
+}
+
+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)
+}
+
+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)
+}

datetime/datetime.go

@@ -3,29 +3,34 @@
 
 // Package datetime implements some functions to format date and time.
 // Note:
-// 1. `format` param in FormatTimeToStr function should be as flow:
-//"yyyy-mm-dd hh:mm:ss"
-//"yyyy-mm-dd hh:mm"
-//"yyyy-mm-dd hh"
-//"yyyy-mm-dd"
-//"yyyy-mm"
-//"mm-dd"
-//"dd-mm-yy hh:mm:ss"
-//"yyyy/mm/dd hh:mm:ss"
-//"yyyy/mm/dd hh:mm"
-//"yyyy/mm/dd hh"
-//"yyyy/mm/dd"
-//"yyyy/mm"
-//"mm/dd"
-//"dd/mm/yy hh:mm:ss"
-//"yyyy"
-//"mm"
-//"hh:mm:ss"
-//"mm:ss"
+// 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"
+// "yyyy-mm-dd"
+// "yyyy-mm"
+// "mm-dd"
+// "dd-mm-yy hh:mm:ss"
+// "yyyy/mm/dd hh:mm:ss"
+// "yyyy/mm/dd hh:mm"
+// "yyyy/mm/dd hh"
+// "yyyy/mm/dd"
+// "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 (
-	"strconv"
+	"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",
@@ -47,69 +52,332 @@ 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",
 	}
 }
 
-// AddMinute add or sub minute to the time
+// AddMinute add or sub minute to the time.
+// Play: https://go.dev/play/p/nT1heB1KUUK
 func AddMinute(t time.Time, minute int64) time.Time {
-	s := strconv.FormatInt(minute, 10)
-	m, _ := time.ParseDuration(s + "m")
-	return t.Add(m)
+	return t.Add(time.Minute * time.Duration(minute))
 }
 
-// AddHour add or sub hour to the time
+// AddHour add or sub hour to the time.
+// Play: https://go.dev/play/p/rcMjd7OCsi5
 func AddHour(t time.Time, hour int64) time.Time {
-	s := strconv.FormatInt(hour, 10)
-	h, _ := time.ParseDuration(s + "h")
-	return t.Add(h)
+	return t.Add(time.Hour * time.Duration(hour))
 }
 
-// AddDay add or sub day to the time
+// AddDay add or sub day to the time.
+// Play: https://go.dev/play/p/dIGbs_uTdFa
 func AddDay(t time.Time, day int64) time.Time {
-	dayHours := day * 24
-	d := strconv.FormatInt(dayHours, 10)
-	h, _ := time.ParseDuration(d + "h")
-	return t.Add(h)
+	return t.Add(24 * time.Hour * time.Duration(day))
 }
 
-// GetNowDate return format yyyy-mm-dd of current date
+// 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 {
 	return time.Now().Format("2006-01-02")
 }
 
-// GetNowTime return format hh-mm-ss of current time
+// GetNowTime return format hh-mm-ss of current time.
+// Play: https://go.dev/play/p/l7BNxCkTmJS
 func GetNowTime() string {
 	return time.Now().Format("15:04:05")
 }
 
-// GetNowDateTime return format yyyy-mm-dd hh-mm-ss of current datetime
+// GetNowDateTime return format yyyy-mm-dd hh-mm-ss of current datetime.
+// Play: https://go.dev/play/p/pI4AqngD0al
 func GetNowDateTime() string {
 	return time.Now().Format("2006-01-02 15:04:05")
 }
 
-// GetZeroHourTimestamp return timestamp of zero hour (timestamp of 00:00)
+// 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 {
 	ts := time.Now().Format("2006-01-02")
 	t, _ := time.Parse("2006-01-02", ts)
 	return t.UTC().Unix() - 8*3600
 }
 
-// GetNightTimestamp return timestamp of zero hour (timestamp of 23:59)
+// GetNightTimestamp return timestamp of zero hour (timestamp of 23:59).
+// Play: https://go.dev/play/p/UolysR3MYP1
 func GetNightTimestamp() int64 {
 	return GetZeroHourTimestamp() + 86400 - 1
 }
 
-// FormatTimeToStr convert time to string
-func FormatTimeToStr(t time.Time, format string) string {
-	return t.Format(timeFormat[format])
+// FormatTimeToStr convert time to string.
+// Play: https://go.dev/play/p/_Ia7M8H_OvE
+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
-func FormatStrToTime(str, format string) time.Time {
-	t, _ := time.Parse(timeFormat[format], str)
-	return t
+// FormatStrToTime convert string to time.
+// Play: https://go.dev/play/p/1h9FwdU8ql4
+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 support", format)
+	}
+
+	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.
+// Play: https://go.dev/play/p/ieOLVJ9CiFT
+func BeginOfMinute(t time.Time) time.Time {
+	y, m, d := t.Date()
+	return time.Date(y, m, d, t.Hour(), t.Minute(), 0, 0, t.Location())
+}
+
+// EndOfMinute return end minute time of day.
+// Play: https://go.dev/play/p/yrL5wGzPj4z
+func EndOfMinute(t time.Time) time.Time {
+	y, m, d := t.Date()
+	return time.Date(y, m, d, t.Hour(), t.Minute(), 59, int(time.Second-time.Nanosecond), t.Location())
+}
+
+// BeginOfHour return beginning hour time of day.
+// Play: https://go.dev/play/p/GhdGFnDWpYs
+func BeginOfHour(t time.Time) time.Time {
+	y, m, d := t.Date()
+	return time.Date(y, m, d, t.Hour(), 0, 0, 0, t.Location())
+}
+
+// EndOfHour return end hour time of day.
+// Play: https://go.dev/play/p/6ce3j_6cVqN
+func EndOfHour(t time.Time) time.Time {
+	y, m, d := t.Date()
+	return time.Date(y, m, d, t.Hour(), 59, 59, int(time.Second-time.Nanosecond), t.Location())
+}
+
+// BeginOfDay return beginning hour time of day.
+// Play: https://go.dev/play/p/94m_UT6cWs9
+func BeginOfDay(t time.Time) time.Time {
+	y, m, d := t.Date()
+	return time.Date(y, m, d, 0, 0, 0, 0, t.Location())
+}
+
+// EndOfDay return end time of day.
+// Play: https://go.dev/play/p/eMBOvmq5Ih1
+func EndOfDay(t time.Time) time.Time {
+	y, m, d := t.Date()
+	return time.Date(y, m, d, 23, 59, 59, int(time.Second-time.Nanosecond), t.Location())
+}
+
+// BeginOfWeek return beginning week, default week begin from Sunday.
+// Play: https://go.dev/play/p/ynjoJPz7VNV
+func BeginOfWeek(t time.Time, beginFrom ...time.Weekday) time.Time {
+	var beginFromWeekday = time.Sunday
+	if len(beginFrom) > 0 {
+		beginFromWeekday = beginFrom[0]
+	}
+	y, m, d := t.AddDate(0, 0, int(beginFromWeekday-t.Weekday())).Date()
+	beginOfWeek := time.Date(y, m, d, 0, 0, 0, 0, t.Location())
+	if beginOfWeek.After(t) {
+		return beginOfWeek.AddDate(0, 0, -7)
+	}
+	return beginOfWeek
+}
+
+// EndOfWeek return end week time, default week end with Saturday.
+// Play: https://go.dev/play/p/i08qKXD9flf
+func EndOfWeek(t time.Time, endWith ...time.Weekday) time.Time {
+	var endWithWeekday = time.Saturday
+	if len(endWith) > 0 {
+		endWithWeekday = endWith[0]
+	}
+	y, m, d := t.AddDate(0, 0, int(endWithWeekday-t.Weekday())).Date()
+	var endWithWeek = time.Date(y, m, d, 23, 59, 59, int(time.Second-time.Nanosecond), t.Location())
+	if endWithWeek.Before(t) {
+		endWithWeek = endWithWeek.AddDate(0, 0, 7)
+	}
+	return endWithWeek
+}
+
+// BeginOfMonth return beginning of month.
+// Play: https://go.dev/play/p/bWXVFsmmzwL
+func BeginOfMonth(t time.Time) time.Time {
+	y, m, _ := t.Date()
+	return time.Date(y, m, 1, 0, 0, 0, 0, t.Location())
+}
+
+// EndOfMonth return end of month.
+// Play: https://go.dev/play/p/_GWh10B3Nqi
+func EndOfMonth(t time.Time) time.Time {
+	return BeginOfMonth(t).AddDate(0, 1, 0).Add(-time.Nanosecond)
+}
+
+// BeginOfYear return the date time at the begin of year.
+// Play: https://go.dev/play/p/i326DSwLnV8
+func BeginOfYear(t time.Time) time.Time {
+	y, _, _ := t.Date()
+	return time.Date(y, time.January, 1, 0, 0, 0, 0, t.Location())
+}
+
+// EndOfYear return the date time at the end of year.
+// Play: https://go.dev/play/p/G01cKlMCvNm
+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()
 }

datetime/datetime_example_test.go

@@ -0,0 +1,410 @@
+package datetime
+
+import (
+	"fmt"
+	"reflect"
+	"time"
+)
+
+func ExampleAddDay() {
+	now := time.Now()
+
+	tomorrow := AddDay(now, 1)
+	diff1 := tomorrow.Sub(now)
+
+	yesterday := AddDay(now, -1)
+	diff2 := yesterday.Sub(now)
+
+	fmt.Println(diff1)
+	fmt.Println(diff2)
+
+	// Output:
+	// 24h0m0s
+	// -24h0m0s
+}
+
+func ExampleAddHour() {
+	now := time.Now()
+
+	after2Hours := AddHour(now, 2)
+	diff1 := after2Hours.Sub(now)
+
+	before2Hours := AddHour(now, -2)
+	diff2 := before2Hours.Sub(now)
+
+	fmt.Println(diff1)
+	fmt.Println(diff2)
+
+	// Output:
+	// 2h0m0s
+	// -2h0m0s
+}
+
+func ExampleAddMinute() {
+	now := time.Now()
+
+	after2Minutes := AddMinute(now, 2)
+	diff1 := after2Minutes.Sub(now)
+
+	before2Minutes := AddMinute(now, -2)
+	diff2 := before2Minutes.Sub(now)
+
+	fmt.Println(diff1)
+	fmt.Println(diff2)
+
+	// Output:
+	// 2m0s
+	// -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()
+
+	expected := time.Now().Format("2006-01-02")
+
+	fmt.Println(result == expected)
+
+	// Output:
+	// true
+}
+
+func ExampleGetNowTime() {
+	result := GetNowTime()
+
+	expected := time.Now().Format("15:04:05")
+
+	fmt.Println(result == expected)
+
+	// Output:
+	// true
+}
+
+func ExampleGetNowDateTime() {
+	result := GetNowDateTime()
+
+	expected := time.Now().Format("2006-01-02 15:04:05")
+
+	fmt.Println(result == expected)
+
+	// Output:
+	// true
+}
+
+// func ExampleGetZeroHourTimestamp() {
+// 	ts := GetZeroHourTimestamp()
+
+// 	fmt.Println(ts)
+
+// 	// Output:
+// 	// 1673107200
+// }
+
+// func ExampleGetNightTimestamp() {
+// 	ts := GetNightTimestamp()
+
+// 	fmt.Println(ts)
+
+// 	// Output:
+// 	// 1673193599
+// }
+
+func ExampleFormatTimeToStr() {
+	datetime, _ := time.Parse("2006-01-02 15:04:05", "2021-01-02 16:04:08")
+
+	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() {
+	result1, _ := FormatStrToTime("2021-01-02 16:04:08", "yyyy-mm-dd hh:mm:ss")
+	result2, _ := FormatStrToTime("2021-01-02", "yyyy-mm-dd")
+	result3, _ := FormatStrToTime("02-01-21 16:04:08", "dd-mm-yy hh:mm:ss")
+
+	fmt.Println(result1)
+	fmt.Println(result2)
+	fmt.Println(result3)
+
+	// Output:
+	// 2021-01-02 16:04:08 +0000 UTC
+	// 2021-01-02 00:00:00 +0000 UTC
+	// 2021-01-02 16:04:08 +0000 UTC
+}
+
+func ExampleBeginOfMinute() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := BeginOfMinute(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 18:50:00 +0000 UTC
+}
+
+func ExampleEndOfMinute() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := EndOfMinute(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 18:50:59.999999999 +0000 UTC
+}
+
+func ExampleBeginOfHour() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := BeginOfHour(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 18:00:00 +0000 UTC
+}
+
+func ExampleEndOfHour() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := EndOfHour(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 18:59:59.999999999 +0000 UTC
+}
+
+func ExampleBeginOfDay() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := BeginOfDay(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 00:00:00 +0000 UTC
+}
+
+func ExampleEndOfDay() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := EndOfDay(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 23:59:59.999999999 +0000 UTC
+}
+
+func ExampleBeginOfWeek() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := BeginOfWeek(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-08 00:00:00 +0000 UTC
+}
+
+func ExampleEndOfWeek() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := EndOfWeek(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-14 23:59:59.999999999 +0000 UTC
+}
+
+func ExampleBeginOfMonth() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := BeginOfMonth(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-01 00:00:00 +0000 UTC
+}
+
+func ExampleEndOfMonth() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := EndOfMonth(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-31 23:59:59.999999999 +0000 UTC
+}
+
+func ExampleBeginOfYear() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := BeginOfYear(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-01-01 00:00:00 +0000 UTC
+}
+
+func ExampleEndOfYear() {
+	input := time.Date(2023, 1, 8, 18, 50, 10, 100, time.UTC)
+
+	result := EndOfYear(input)
+
+	fmt.Println(result)
+
+	// Output:
+	// 2023-12-31 23:59:59.999999999 +0000 UTC
+}
+
+func ExampleNewUnix() {
+	result := NewUnix(1647597438)
+
+	fmt.Println(result)
+
+	// Output:
+	// &{1647597438}
+}
+
+func ExampleNewUnixNow() {
+	tm1 := NewUnixNow()
+
+	unixTimestamp := tm1.ToUnix()
+
+	tm2 := NewUnix(unixTimestamp)
+
+	fmt.Println(reflect.DeepEqual(tm1, tm2))
+
+	// Output:
+	// true
+}
+
+// func ExampleNewFormat() {
+// 	tm, err := NewFormat("2022-03-18 17:04:05")
+// 	if err != nil {
+// 		return
+// 	}
+
+// 	result := tm.ToFormat()
+
+// 	fmt.Println(result)
+
+// 	// Output:
+// 	// 2022-03-18 17:04:05
+// }
+
+// func ExampleNewISO8601() {
+// 	tm, err := NewISO8601("2006-01-02T15:04:05.999Z")
+// 	if err != nil {
+// 		return
+// 	}
+
+// 	result := tm.ToIso8601()
+
+// 	fmt.Println(result)
+
+// 	// 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

@@ -1,125 +1,162 @@
 package datetime
 
 import (
-	"github.com/duke-git/lancet/utils"
 	"testing"
 	"time"
+
+	"github.com/duke-git/lancet/v2/internal"
 )
 
-func TestAddDay(t *testing.T) {
-	now := time.Now()
+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()
 	after2Days := AddDay(now, 2)
 	diff1 := after2Days.Sub(now)
-	if diff1.Hours() != 48 {
-		utils.LogFailedTestInfo(t, "AddDay", now, 48, diff1.Hours())
-		t.FailNow()
-	}
+	assert.Equal(float64(48), diff1.Hours())
 
 	before2Days := AddDay(now, -2)
 	diff2 := before2Days.Sub(now)
-	if diff2.Hours() != -48 {
-		utils.LogFailedTestInfo(t, "AddDay", now, -48, diff2.Hours())
-		t.FailNow()
-	}
-
+	assert.Equal(float64(-48), diff2.Hours())
 }
-func TestAddHour(t *testing.T) {
-	now := time.Now()
 
+func TestAddHour(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestAddHour")
+
+	now := time.Now()
 	after2Hours := AddHour(now, 2)
 	diff1 := after2Hours.Sub(now)
-	if diff1.Hours() != 2 {
-		utils.LogFailedTestInfo(t, "AddHour", now, 2, diff1.Hours())
-		t.FailNow()
-	}
+	assert.Equal(float64(2), diff1.Hours())
 
 	before2Hours := AddHour(now, -2)
 	diff2 := before2Hours.Sub(now)
-	if diff2.Hours() != -2 {
-		utils.LogFailedTestInfo(t, "AddHour", now, -2, diff2.Hours())
-		t.FailNow()
-	}
+	assert.Equal(float64(-2), diff2.Hours())
 }
 
 func TestAddMinute(t *testing.T) {
-	now := time.Now()
+	t.Parallel()
 
+	assert := internal.NewAssert(t, "TestAddMinute")
+
+	now := time.Now()
 	after2Minutes := AddMinute(now, 2)
 	diff1 := after2Minutes.Sub(now)
-	if diff1.Minutes() != 2 {
-		utils.LogFailedTestInfo(t, "AddMinute", now, 2, diff1.Minutes())
-		t.FailNow()
-	}
+	assert.Equal(float64(2), diff1.Minutes())
 
 	before2Minutes := AddMinute(now, -2)
 	diff2 := before2Minutes.Sub(now)
-	if diff2.Minutes() != -2 {
-		utils.LogFailedTestInfo(t, "AddMinute", now, -2, diff2.Minutes())
-		t.FailNow()
-	}
+	assert.Equal(float64(-2), diff2.Minutes())
 }
 
 func TestGetNowDate(t *testing.T) {
-	date := GetNowDate()
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestGetNowDate")
 	expected := time.Now().Format("2006-01-02")
-	if date != expected {
-		utils.LogFailedTestInfo(t, "GetNowDate", "", expected, date)
-		t.FailNow()
-	}
+	assert.Equal(expected, GetNowDate())
 }
 
-func TestGetNotTime(t *testing.T) {
-	ts := GetNowTime()
+func TestGetNowTime(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestGetNowTime")
 	expected := time.Now().Format("15:04:05")
-	if ts != expected {
-		utils.LogFailedTestInfo(t, "GetNowTime", "", expected, ts)
-		t.FailNow()
-	}
+	assert.Equal(expected, GetNowTime())
 }
 
 func TestGetNowDateTime(t *testing.T) {
-	ts := GetNowDateTime()
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestGetNowDateTime")
 	expected := time.Now().Format("2006-01-02 15:04:05")
-	if ts != expected {
-		utils.LogFailedTestInfo(t, "GetNowDateTime", "", expected, ts)
-		t.FailNow()
-	}
+	assert.Equal(expected, GetNowDateTime())
 }
 
-//todo
-//func TestGetZeroHourTimestamp(t *testing.T) {
-//	ts := GetZeroHourTimestamp()
-//	expected := time.Now().UTC().Unix() - 8*3600
-//	if ts != expected {
-//		utils.LogFailedTestInfo(t, "GetZeroHourTimestamp", "", expected, ts)
-//		t.FailNow()
-//	}
-//}
+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"}
-
-	for i := 0; i < len(cases); i++ {
-		res := FormatTimeToStr(datetime, cases[i])
-		if res != expected[i] {
-			utils.LogFailedTestInfo(t, "FormatTimeToStr", cases[i], expected[i], res)
-			t.FailNow()
-		}
+		"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{
 		"2006-01-02 15:04:05", "2006-01-02",
 		"02-01-06 15:04:05", "2006/01/02 15:04:05",
@@ -129,17 +166,247 @@ 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++ {
-		res := FormatStrToTime(datetimeStr[i], cases[i])
-		expected, _ := time.Parse(formats[i], datetimeStr[i])
-		if res != expected {
-			utils.LogFailedTestInfo(t, "FormatTimeToStr", cases[i], expected, res)
-			t.FailNow()
+		actual, err := FormatStrToTime(expected[i], cases[i])
+		if err != nil {
+			t.Fatal(err)
 		}
+		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)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := BeginOfMinute(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestEndOfMinute(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfMinute")
+
+	expected := time.Date(2022, 2, 15, 15, 48, 59, 999999999, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := EndOfMinute(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestBeginOfHour(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBeginOfHour")
+
+	expected := time.Date(2022, 2, 15, 15, 0, 0, 0, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := BeginOfHour(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestEndOfHour(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfHour")
+
+	expected := time.Date(2022, 2, 15, 15, 59, 59, 999999999, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := EndOfHour(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestBeginOfDay(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBeginOfDay")
+
+	expected := time.Date(2022, 2, 15, 0, 0, 0, 0, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := BeginOfDay(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestEndOfDay(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfDay")
+
+	expected := time.Date(2022, 2, 15, 23, 59, 59, 999999999, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := EndOfDay(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestBeginOfWeek(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBeginOfWeek")
+
+	expected := time.Date(2022, 2, 13, 0, 0, 0, 0, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := BeginOfWeek(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestEndOfWeek(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfWeek")
+
+	expected := time.Date(2022, 2, 19, 23, 59, 59, 999999999, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := EndOfWeek(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestBeginOfMonth(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBeginOfMonth")
+
+	expected := time.Date(2022, 2, 1, 0, 0, 0, 0, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := BeginOfMonth(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestEndOfMonth(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfMonth")
+
+	expected := time.Date(2022, 2, 28, 23, 59, 59, 999999999, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := EndOfMonth(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestBeginOfYear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestBeginOfYear")
+
+	expected := time.Date(2022, 1, 1, 0, 0, 0, 0, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := BeginOfYear(td)
+
+	assert.Equal(expected, actual)
+}
+
+func TestEndOfYear(t *testing.T) {
+	t.Parallel()
+
+	assert := internal.NewAssert(t, "TestEndOfYear")
+
+	expected := time.Date(2022, 12, 31, 23, 59, 59, 999999999, time.Local)
+	td := time.Date(2022, 2, 15, 15, 48, 40, 112, time.Local)
+	actual := EndOfYear(td)
+
+	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: 'dark',
+
+    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: 'Released under the MIT License.',
+        },
+    },
+})

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 +1,105 @@
+import type { DefaultTheme, LocaleSpecificConfig } from 'vitepress'
+
+export const META_URL = 'https://golancet.dev'
+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 }],
+        ['meta', { property: 'twitter:url', content: META_URL }],
+        ['meta', { property: 'twitter:title', content: META_TITLE }],
+        ['meta', { property: 'twitter:description', content: META_DESCRIPTION }],
+    ],
+
+    themeConfig: {
+        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: 'Releaselog',
+                        link: 'https://github.com/duke-git/lancet/releases',
+                    },
+                ],
+            },
+        ],
+
+        sidebar: {
+            '/en/': [
+                {
+                    text: 'Introduction',
+                    collapsed: false,
+                    items: [
+                        {
+                            text: 'What is Lancet？',
+                            link: '/en/guide/introduction',
+                        },
+                        {
+                            text: 'getting started',
+                            link: '/en/guide/getting_started',
+                        },
+                    ],
+                },
+            ],
+            '/en/api/': [
+                {
+                    text: 'overview',
+                    items: [{ text: 'overview of API', 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' },
+                    ],
+                },
+            ],
+        },
+    },
+}

docs/.vitepress/zh.ts

@@ -0,0 +1,118 @@
+import type { DefaultTheme, LocaleSpecificConfig } from 'vitepress'
+
+export const META_URL = 'https://lancet.dev'
+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 }],
+        ['meta', { property: 'twitter:url', content: META_URL }],
+        ['meta', { property: 'twitter:title', content: META_TITLE }],
+        ['meta', { property: 'twitter:description', content: META_DESCRIPTION }],
+    ],
+
+    themeConfig: {
+        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: '更新日志',
+                        link: 'https://github.com/duke-git/lancet/releases',
+                    },
+                ],
+            },
+        ],
+
+        sidebar: {
+            '/': [
+                {
+                    text: '介绍',
+                    collapsed: true,
+                    items: [
+                        {
+                            text: 'Lancet是什么？',
+                            link: '/guide/introduction',
+                        },
+                        {
+                            text: '开始',
+                            link: '/guide/getting_started',
+                        },
+                    ],
+                },
+            ],
+
+            '/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' },
+                    ],
+                },
+            ],
+        },
+    },
+}

docs/api/overview.md

@@ -0,0 +1,69 @@
+---
+outline: deep
+---
+
+# API概述
+
+<b>lancet（柳叶刀）是一个强大、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: #ecefff;
+    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 +1,638 @@
+# 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>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 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>示例:<span class="run-container">[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lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func InsertionSort[T any](slice []T, comparator lancetconstraints.Comparator)
+```
+
+<b>示例:<span class="run-container">[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/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
+}
+
+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lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func SelectionSort[T any](slice []T, comparator lancetconstraints.Comparator)
+```
+
+<b>示例:<span class="run-container">[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lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func ShellSort[T any](slice []T, comparator lancetconstraints.Comparator)
+```
+
+<b>示例:<span class="run-container">[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lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func QuickSort[T any](slice []T comparator lancetconstraints.Comparator)
+```
+
+<b>示例:<span class="run-container">[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lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func HeapSort[T any](slice []T, comparator lancetconstraints.Comparator)
+```
+
+<b>示例:<span class="run-container">[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lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func MergeSort[T any](slice []T, comparator lancetconstraints.Comparator)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/ydinn9YzUJn)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/algorithm"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1 any, v2 any) int {
+    val1, _ := v1.(int)
+    val2, _ := v2.(int)
+
+    //ascending order
+    if val1 < val2 {
+        return -1
+    } else if val1 > val2 {
+        return 1
+    }
+    return 0
+}
+
+func main() {
+    numbers := []int{2, 1, 5, 3, 6, 4}
+    comparator := &intComparator{}
+
+    algorithm.MergeSort(numbers, comparator)
+
+    fmt.Println(numbers)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="CountSort">CountSort</span>
+
+<p>计数排序，参数comparator需要实现包lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func CountSort[T any](slice []T, comparator lancetconstraints.Comparator) []T
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/tB-Umgm0DrP)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/algorithm"
+)
+
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1 any, v2 any) int {
+    val1, _ := v1.(int)
+    val2, _ := v2.(int)
+
+    //ascending order
+    if val1 < val2 {
+        return -1
+    } else if val1 > val2 {
+        return 1
+    }
+    return 0
+}
+
+func main() {
+    numbers := []int{2, 1, 5, 3, 6, 4}
+    comparator := &intComparator{}
+
+    sortedNums := algorithm.CountSort(numbers, comparator)
+
+    fmt.Println(sortedNums)
+
+    // Output:
+    // [1 2 3 4 5 6]
+}
+```
+
+### <span id="BinarySearch">BinarySearch</span>
+
+<p>二分递归查找，返回元素索引，未找到元素返回-1，参数comparator需要实现包lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func BinarySearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int
+```
+
+<b>示例: <span class="run-container">[运行](https://go.dev/play/p/t6MeGiUSN47)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/algorithm"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1 any, v2 any) int {
+    val1, _ := v1.(int)
+    val2, _ := v2.(int)
+
+    //ascending order
+    if val1 < val2 {
+        return -1
+    } else if val1 > val2 {
+        return 1
+    }
+    return 0
+}
+
+func main() {
+    numbers := []int{1, 2, 3, 4, 5, 6, 7, 8}
+    comparator := &intComparator{}
+
+    result1 := algorithm.BinarySearch(numbers, 5, 0, len(numbers)-1, comparator)
+    result2 := algorithm.BinarySearch(numbers, 9, 0, len(numbers)-1, comparator)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // 4
+    // -1
+}
+```
+
+### <span id="BinaryIterativeSearch">BinaryIterativeSearch</span>
+
+<p>二分迭代查找，返回元素索引，未找到元素返回-1，参数comparator需要实现包lancetconstraints.Comparator。</p>
+
+<b>函数签名:</b>
+
+```go
+func BinaryIterativeSearch[T any](sortedSlice []T, target T, lowIndex, highIndex int, comparator lancetconstraints.Comparator) int
+```
+
+<b>示例: <span class="run-container">[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 class="run-container">[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 class="run-container">[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 +1,377 @@
+# 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>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 +1,443 @@
+# 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>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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

@@ -0,0 +1,300 @@
+# Condition
+condition包含一些用于条件判断的函数。这个包的实现参考了carlmjohnson的truthy包的实现，更多有用的信息可以在[truthy](https://github.com/carlmjohnson/truthy)中找到，感谢carlmjohnson。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+- [https://github.com/duke-git/lancet/blob/main/condition/condition.go](https://github.com/duke-git/lancet/blob/main/condition/condition.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
+
+- [Bool](#Bool)
+- [And](#And)
+- [Or](#Or)
+- [Xor](#Generate)
+- [Nor](#Nor)
+- [Xnor](#Xnor)
+- [Nand](#Nand)
+- [TernaryOperator](#TernaryOperator)
+
+<div STYLE="page-break-after: always;"></div>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 文档
+
+### <span id="Bool">Bool</span>
+<p>返回传入参数的bool值.<br/>
+如果出入类型参数含有Bool方法, 会调用该方法并返回<br/>
+如果传入类型参数有IsZero方法, 返回IsZero方法返回值的取反<br/>
+slices和map的length大于0时，返回true，否则返回false<br/>
+其他类型会判断是否是零值</p>
+
+<b>函数签名:</b>
+
+```go
+func Bool[T any](value T) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/ETzeDJRSvhm)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+func main() {
+    // bool
+    result1 := condition.Bool(false)
+    result2 := condition.Bool(true)
+    fmt.Println(result1) // false
+    fmt.Println(result2) // true
+
+    // integer
+    result3 := condition.Bool(0) 
+    result4 := condition.Bool(1)
+    fmt.Println(result3) // false
+    fmt.Println(result4) // true
+
+    // string
+    result5 := condition.Bool("")
+    result6 := condition.Bool(" ")
+    fmt.Println(result5) // false
+    fmt.Println(result6) // true
+
+    // slice
+    nums := []int{}
+    result7 := condition.Bool(nums)
+
+    nums = append(nums, 1, 2)
+    result8 := condition.Bool(nums)
+    fmt.Println(result7) // false
+    fmt.Println(result8) // true
+
+    // struct
+    result9 = condition.Bool(struct{}{})
+    fmt.Println(result8) // false
+
+
+    // 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>
+
+<b>函数签名:</b>
+
+```go
+func And[T, U any](a T, b U) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/W1SSUmt6pvr)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+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
+}
+```
+
+### <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>
+
+<b>函数签名:</b>
+
+```go
+func Or[T, U any](a T, b U) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/UlQTxHaeEkq)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+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
+}
+```
+
+### <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>
+
+<b>函数签名:</b>
+
+```go
+func Xor[T, U any](a T, b U) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/gObZrW7ZbG8)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+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
+}
+```
+
+### <span id="Nor">Nor</span>
+<p>异或的取反操作</p>
+
+<b>函数签名:</b>
+
+```go
+func Nor[T, U any](a T, b U) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/g2j08F_zZky)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+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
+}
+```
+
+### <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>
+
+<b>函数签名:</b>
+
+```go
+func Xnor[T, U any](a T, b U) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/OuDB9g51643)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+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
+}
+```
+
+### <span id="Nand">Nand</span>
+<p>如果a和b都为真，返回false，否则返回true</p>
+
+<b>函数签名:</b>
+
+```go
+func Nand[T, U any](a T, b U) bool
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/vSRMLxLIbq8)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+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
+}
+```
+
+### <span id="TernaryOperator">TernaryOperator</span>
+<p>三元运算符</p>
+
+<b>函数签名:</b>
+
+```go
+func TernaryOperator[T, U any](isTrue T, ifValue U, elseValue U) U
+```
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/ElllPZY0guT)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/condition"
+)
+
+func main() {
+    conditionTrue := 2 > 1
+    result1 := condition.TernaryOperator(conditionTrue, 0, 1)
+
+    conditionFalse := 2 > 3
+    result2 := condition.TernaryOperator(conditionFalse, 0, 1)
+    
+    fmt.Println(result1)
+    fmt.Println(result2)
+
+    // Output:
+    // 0
+    // 1
+}
+```
+
+
+
+
+
+

docs/api/packages/convertor.md

@@ -0,0 +1,880 @@
+# Convertor
+
+convertor 转换器包支持一些常见的数据类型转换
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/convertor/convertor.go](https://github.com/duke-git/lancet/blob/main/convertor/convertor.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/convertor"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [ColorHexToRGB](#ColorHexToRGB)
+-   [ColorRGBToHex](#ColorRGBToHex)
+-   [ToBool](#ToBool)
+-   [ToBytes](#ToBytes)
+-   [ToChar](#ToChar)
+-   [ToChannel](#ToChannel)
+-   [ToFloat](#ToFloat)
+-   [ToInt](#ToInt)
+-   [ToJson](#ToJson)
+-   [ToMap](#ToMap)
+-   [ToPointer](#ToPointer)
+-   [ToString](#ToString)
+-   [StructToMap](#StructToMap)
+-   [MapToSlice](#MapToSlice)
+-   [EncodeByte](#EncodeByte)
+-   [DecodeByte](#DecodeByte)
+-   [DeepClone](#DeepClone)
+-   [CopyProperties](#CopyProperties)
+-   [ToInterface](#ToInterface)
+-   [Utf8ToGbk](#Utf8ToGbk)
+-   [GbkToUtf8](#GbkToUtf8)
+
+<div STYLE="page-break-after: always;"></div>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 文档
+
+### <span id="ColorHexToRGB">ColorHexToRGB</span>
+
+<p>颜色值十六进制转rgb。</p>
+
+<b>函数签名:</b>
+
+```go
+func ColorHexToRGB(colorHex string) (red, green, blue int)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/o7_ft-JCJBV)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    colorHex := "#003366"
+    r, g, b := convertor.ColorHexToRGB(colorHex)
+
+    fmt.Println(r, g, b)
+
+    // Output:
+    // 0 51 102
+}
+```
+
+### <span id="ColorRGBToHex">ColorRGBToHex</span>
+
+<p>颜色值rgb转十六进制。</p>
+
+<b>函数签名:</b>
+
+```go
+func ColorRGBToHex(red, green, blue int) string
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/nzKS2Ro87J1)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    r := 0
+    g := 51
+    b := 102
+    colorHex := ColorRGBToHex(r, g, b)
+
+    fmt.Println(colorHex)
+
+    // Output:
+    // #003366
+}
+```
+
+### <span id="ToBool">ToBool</span>
+
+<p>字符串转布尔类型，使用strconv.ParseBool。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToBool(s string) (bool, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/ARht2WnGdIN)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    cases := []string{"1", "true", "True", "false", "False", "0", "123", "0.0", "abc"}
+
+    for i := 0; i < len(cases); i++ {
+        result, _ := convertor.ToBool(cases[i])
+        fmt.Println(result)
+    }
+
+    // Output:
+    // true
+    // true
+    // true
+    // false
+    // false
+    // false
+    // false
+    // false
+    // false
+}
+```
+
+### <span id="ToBytes">ToBytes</span>
+
+<p>Interface转字节切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToBytes(data any) ([]byte, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/fAMXYFDvOvr)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    bytesData, err := convertor.ToBytes("abc")
+    if err != nil {
+        fmt.Println(err)
+    }
+
+    fmt.Println(bytesData)
+
+    // Output:
+    // [97 98 99]
+}
+```
+
+### <span id="ToChar">ToChar</span>
+
+<p>字符串转字符切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToChar(s string) []string
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/JJ1SvbFkVdM)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    result1 := convertor.ToChar("")
+    result2 := convertor.ToChar("abc")
+    result3 := convertor.ToChar("1 2#3")
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // []
+    // [a b c]
+    // [1   2 # 3]
+}
+```
+
+### <span id="ToChannel">ToChannel</span>
+
+<p>将切片转为只读channel。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToChannel[T any](array []T) <-chan T
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/hOx_oYZbAnL)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    ch := convertor.ToChannel([]int{1, 2, 3})
+    result1 := <-ch
+    result2 := <-ch
+    result3 := <-ch
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+
+    // Output:
+    // 1
+    // 2
+    // 3
+}
+```
+
+### <span id="ToFloat">ToFloat</span>
+
+<p>将interface转成float64类型，如果参数无法转换，会返回0和error。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToFloat(value any) (float64, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/4YTmPCibqHJ)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    result1, _ := convertor.ToFloat("")
+    result2, err := convertor.ToFloat("abc")
+    result3, _ := convertor.ToFloat("-1")
+    result4, _ := convertor.ToFloat("-.11")
+    result5, _ := convertor.ToFloat("1.23e3")
+    result6, _ := convertor.ToFloat(true)
+
+    fmt.Println(result1)
+    fmt.Println(result2, err)
+    fmt.Println(result3)
+    fmt.Println(result4)
+    fmt.Println(result5)
+    fmt.Println(result6)
+
+    // Output:
+    // 0
+    // 0 strconv.ParseFloat: parsing "": invalid syntax
+    // -1
+    // -0.11
+    // 1230
+    // 0
+}
+```
+
+### <span id="ToInt">ToInt</span>
+
+<p>将interface转成int64类型，如果参数无法转换，会返回0和error。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToInt(value any) (int64, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/9_h9vIt-QZ_b)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    result1, _ := convertor.ToInt("123")
+    result2, _ := convertor.ToInt("-123")
+    result3, _ := convertor.ToInt(float64(12.3))
+    result4, err := convertor.ToInt("abc")
+    result5, _ := convertor.ToInt(true)
+
+    fmt.Println(result1)
+    fmt.Println(result2)
+    fmt.Println(result3)
+    fmt.Println(result4, err)
+    fmt.Println(result5)
+
+    // Output:
+    // 123
+    // -123
+    // 12
+    // 0 strconv.ParseInt: parsing "": invalid syntax
+    // 0
+}
+```
+
+### <span id="ToJson">ToJson</span>
+
+<p>将interface转成json字符串，如果参数无法转换，会返回""和error。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToJson(value any) (string, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/2rLIkMmXWvR)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    aMap := map[string]int{"a": 1, "b": 2, "c": 3}
+    result, err := ToJson(aMap)
+
+    if err != nil {
+        fmt.Printf("%v", err)
+    }
+
+    fmt.Println(result)
+
+    // Output:
+    // {"a":1,"b":2,"c":3}
+}
+```
+
+### <span id="ToMap">ToMap</span>
+
+<p>将切片转为map。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToMap[T any, K comparable, V any](array []T, iteratee func(T) (K, V)) map[K]V
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/tVFy7E-t24l)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    type Message struct {
+        name string
+        code int
+    }
+    messages := []Message{
+        {name: "Hello", code: 100},
+        {name: "Hi", code: 101},
+    }
+
+    result := convertor.ToMap(messages, func(msg Message) (int, string) {
+        return msg.code, msg.name
+    })
+
+    fmt.Println(result)
+
+    // Output:
+    // map[100:Hello 101:Hi]
+}
+```
+
+### <span id="ToPointer">ToPointer</span>
+
+<p>返回传入值的指针。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToPointer[T any](value T) *T
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/ASf_etHNlw1)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    result := convertor.ToPointer(123)
+    fmt.Println(*result)
+
+    // Output:
+    // 123
+}
+```
+
+### <span id="ToString">ToString</span>
+
+<p>将值转换为字符串，对于数字、字符串、[]byte，将转换为字符串。 对于其他类型（切片、映射、数组、结构体）将调用 json.Marshal</p>
+
+<b>函数签名:</b>
+
+```go
+func ToString(value any) string
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/nF1zOOslpQq)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    result1 := convertor.ToString("")
+    result2 := convertor.ToString(nil)
+    result3 := convertor.ToString(0)
+    result4 := convertor.ToString(1.23)
+    result5 := convertor.ToString(true)
+    result6 := convertor.ToString(false)
+    result7 := convertor.ToString([]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:
+    //
+    //
+    // 0
+    // 1.23
+    // true
+    // false
+    // [1,2,3]
+}
+```
+
+### <span id="StructToMap">StructToMap</span>
+
+<p>将struct转成map，只会转换struct中可导出的字段。struct中导出字段需要设置json tag标记。</p>
+
+<b>函数签名:</b>
+
+```go
+func StructToMap(value any) (map[string]any, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/KYGYJqNUBOI)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    type People struct {
+        Name string `json:"name"`
+        age  int
+    }
+    p := People{
+        "test",
+        100,
+    }
+    pm, _ := convertor.StructToMap(p)
+
+    fmt.Println(pm)
+
+    // Output:
+    // map[name:test]
+}
+```
+
+### <span id="MapToSlice">MapToSlice</span>
+
+<p>map中key和value执行函数iteratee后，转为切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func MapToSlice[T any, K comparable, V any](aMap map[K]V, iteratee func(K, V) T) []T
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/dmX4Ix5V6Wl)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    aMap := map[string]int{"a": 1, "b": 2, "c": 3}
+    result := MapToSlice(aMap, func(key string, value int) string {
+        return key + ":" + strconv.Itoa(value)
+    })
+
+    fmt.Println(result) //[]string{"a:1", "b:2", "c:3"}
+}
+```
+
+### <span id="EncodeByte">EncodeByte</span>
+
+<p>将data编码成字节切片。</p>
+
+<b>函数签名:</b>
+
+```go
+func EncodeByte(data any) ([]byte, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/DVmM1G5JfuP)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    byteData, _ := convertor.EncodeByte("abc")
+    fmt.Println(byteData)
+
+    // Output:
+    // [6 12 0 3 97 98 99]
+}
+```
+
+### <span id="DecodeByte">DecodeByte</span>
+
+<p>解码字节切片到目标对象，目标对象需要传入一个指针实例。</p>
+
+<b>函数签名:</b>
+
+```go
+func DecodeByte(data []byte, target any) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/zI6xsmuQRbn)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    var result string
+    byteData := []byte{6, 12, 0, 3, 97, 98, 99}
+
+    err := convertor.DecodeByte(byteData, &result)
+    if err != nil {
+        return
+    }
+
+    fmt.Println(result)
+
+    // Output:
+    // abc
+}
+```
+
+### <span id="DeepClone">DeepClone</span>
+
+<p>创建一个传入值的深拷贝, 无法克隆结构体的非导出字段。</p>
+
+<b>函数签名:</b>
+
+```go
+func DeepClone[T any](src T) T
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/j4DP5dquxnk)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    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 := convertor.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
+}
+```
+
+### <span id="CopyProperties">CopyProperties</span>
+
+<p>拷贝不同结构体之间的同名字段。使用json.Marshal序列化，需要设置dst和src struct字段的json tag。</p>
+
+<b>函数签名:</b>
+
+```go
+func CopyProperties[T, U any](dst T, src U) (err error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/oZujoB5Sgg5)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    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 := convertor.CopyProperties(&indicatorVO, indicator)
+
+    if err != nil {
+        return
+    }
+
+    fmt.Println(indicatorVO.Id)
+    fmt.Println(indicatorVO.Ip)
+    fmt.Println(len(indicatorVO.Disk))
+
+    // Output:
+    // 001
+    // 127.0.0.1
+    // 3
+}
+```
+
+### <span id="ToInterface">ToInterface</span>
+
+<p>将反射值转换成对应的interface类型。</p>
+
+<b>函数签名:</b>
+
+```go
+func ToInterface(v reflect.Value) (value interface{}, ok bool)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/syqw0-WG7Xd)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    val := reflect.ValueOf("abc")
+    iVal, ok := convertor.ToInterface(val)
+
+    fmt.Printf("%T\n", iVal)
+    fmt.Printf("%v\n", iVal)
+    fmt.Println(ok)
+
+    // Output:
+    // string
+    // abc
+    // true
+}
+```
+
+### <span id="Utf8ToGbk">Utf8ToGbk</span>
+
+<p>utf8编码转GBK编码。</p>
+
+<b>函数签名:</b>
+
+```go
+func Utf8ToGbk(bs []byte) ([]byte, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/9FlIaFLArIL)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+    "github.com/duke-git/lancet/v2/validator"
+)
+
+func main() {
+    utf8Data := []byte("hello")
+    gbkData, _ := convertor.Utf8ToGbk(utf8Data)
+
+    fmt.Println(utf8.Valid(utf8Data))
+    fmt.Println(validator.IsGBK(gbkData))
+
+    // Output:
+    // true
+    // true
+}
+```
+
+### <span id="GbkToUtf8">GbkToUtf8</span>
+
+<p>GBK编码转utf8编码。</p>
+
+<b>函数签名:</b>
+
+```go
+func GbkToUtf8(bs []byte) ([]byte, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/OphmHCN_9u8)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/convertor"
+)
+
+func main() {
+    gbkData, _ := convertor.Utf8ToGbk([]byte("hello"))
+    utf8Data, _ := convertor.GbkToUtf8(gbkData)
+
+    fmt.Println(utf8.Valid(utf8Data))
+    fmt.Println(string(utf8Data))
+
+    // Output:
+    // true
+    // hello
+}
+```

docs/api/packages/datastructure/copyonwritelist.md

@@ -0,0 +1,471 @@
+# 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)
+-   [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))
+}
+
+```
+
+### 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

@@ -0,0 +1,308 @@
+# HashMap
+
+HashMap 数据结构实现
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码
+
+- [https://github.com/duke-git/lancet/blob/main/datastructure/hashmap/hashmap.go](https://github.com/duke-git/lancet/blob/main/datastructure/hashmap/hashmap.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+
+```go
+import (
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+- [NewHashMap](#NewHashMap)
+- [NewHashMapWithCapacity](#NewHashMapWithCapacity)
+- [Get](#Get)
+- [Put](#Put)
+- [Delete](#Delete)
+- [Contains](#Contains)
+- [Iterate](#Iterate)
+- [Keys](#Keys)
+- [Values](#Values)
+
+<div STYLE="page-break-after: always;"></div>
+
+## API 文档
+
+### <span id="NewHashMap">NewHashMap</span>
+
+<p>新建默认容量（1 << 10）的HashMap指针实例</p>
+
+<b>函数签名:</b>
+
+```go
+func NewHashMap() *HashMap
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    fmt.Println(hm)
+}
+```
+
+### <span id="NewHashMapWithCapacity">NewHashMapWithCapacity</span>
+
+<p>新建指定容量和长度的HashMap指针实例.</p>
+
+<b>函数签名:</b>
+
+```go
+func NewHashMapWithCapacity(size, capacity uint64) *HashMap
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMapWithCapacity(uint64(100), uint64(1000))
+    fmt.Println(hm)
+}
+```
+
+### <span id="Get">Get</span>
+
+<p>在hashmap中根据key获取值</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Get(key any) any
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    val := hm.Get("a")
+
+    fmt.Println(val) //nil
+}
+```
+
+### <span id="Put">Put</span>
+
+<p>将key-value放入hashmap中</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Put(key any, value any) any
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    hm.Put("a", 1)
+
+    val := hm.Get("a")
+    fmt.Println(val) //1
+}
+```
+
+### <span id="Delete">Delete</span>
+
+<p>将指定的key从hashmap中删除</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Delete(key any)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    hm.Put("a", 1)
+    val := hm.Get("a")
+    fmt.Println(val) //1
+
+    hm.Delete("a")
+    val = hm.Get("a")
+    fmt.Println(val) //nil
+}
+```
+
+### <span id="Contains">Contains</span>
+
+<p>判断hashmap中是否包含指定的key</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Contains(key any) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    hm.Put("a", 1)
+
+    fmt.Println(hm.Contains("a")) //true
+    fmt.Println(hm.Contains("b")) //false
+}
+```
+
+
+### <span id="Iterate">Iterate</span>
+
+<p>迭代hashmap，对每个key和value执行iteratee函数</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Iterate(iteratee func(key, value any))
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    hm.Put("a", 1)
+    hm.Put("b", 2)
+    hm.Put("c", 3)
+
+    hm.Iterate(func(key, value any) {
+        fmt.Println(key)
+        fmt.Println(value)
+    })
+}
+```
+
+
+
+### <span id="Keys">Keys</span>
+
+<p>返回hashmap所有key的切片 (随机顺序)</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Keys() []any
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    hm.Put("a", 1)
+    hm.Put("b", 2)
+    hm.Put("c", 3)
+
+    keys := hm.Keys()
+    fmt.Println(keys) //[]interface{"a", "b", "c"}
+}
+```
+
+
+### <span id="Values">Values</span>
+
+<p>返回hashmap所有值的切片 (随机顺序).</p>
+
+<b>函数签名:</b>
+
+```go
+func (hm *HashMap) Values() []any
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    hashmap "github.com/duke-git/lancet/v2/datastructure/hashmap"
+)
+
+func main() {
+    hm := heap.NewHashMap()
+    hm.Put("a", 1)
+    hm.Put("b", 2)
+    hm.Put("c", 3)
+
+    values := hm.Values()
+    fmt.Println(values) //[]interface{2, 1, 3}
+}
+```
+
+

docs/api/packages/datastructure/heap.md

@@ -0,0 +1,364 @@
+# Heap
+堆，切片实现的二叉堆数据结构。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码
+
+- [https://github.com/duke-git/lancet/blob/main/datastructure/heap/maxheap.go](https://github.com/duke-git/lancet/blob/main/datastructure/heap/maxheap.go)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+```go
+import (
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+- [MaxHeap](#MaxHeap)
+- [Push](#Push)
+- [Pop](#Pop)
+- [Peek](#Peek)
+- [Data](#Data)
+- [Size](#Size)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## API文档
+
+### 1. MaxHeap
+MaxHeap是通过slice实现的二叉堆树，根节点的key既大于等于左子树的key值且大于等于右子树的key值。
+
+### <span id="NewMaxHeap">NewMaxHeap</span>
+<p>返回NewMaxHeap指针实例</p>
+
+<b>函数签名:</b>
+
+```go
+type MaxHeap[T any] struct {
+	data       []T
+	comparator lancetconstraints.Comparator
+}
+func NewMaxHeap[T any](comparator lancetconstraints.Comparator) *MaxHeap[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    fmt.Println(maxHeap)
+}
+```
+
+
+
+
+### <span id="Push">Push</span>
+<p>向堆中插入数据</p>
+
+<b>函数签名:</b>
+
+```go
+func (h *MaxHeap[T]) Push(value T)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+
+	for _, v := range values {
+		maxHeap.Push(v)
+	}
+
+    fmt.Println(maxHeap.Data()) //[]int{12, 9, 11, 4, 8, 10, 7, 1, 3, 5, 6, 2}
+}
+```
+
+
+
+
+### <span id="Pop">Pop</span>
+<p>返回堆中最大值并将其从堆中删除，如果堆为空，返回零值并返回false</p>
+
+<b>函数签名:</b>
+
+```go
+func (h *MaxHeap[T]) Pop() (T, bool)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+
+	for _, v := range values {
+		maxHeap.Push(v)
+	}
+    val, ok := maxHeap.Pop()
+
+    fmt.Println(val) //12
+    fmt.Println(ok) //true
+}
+```
+
+
+
+### <span id="Peek">Peek</span>
+<p>返回堆中最大值，如果堆为空，返回零值并返回false</p>
+
+<b>函数签名:</b>
+
+```go
+func (h *MaxHeap[T]) Peek() (T, bool)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+
+	for _, v := range values {
+		maxHeap.Push(v)
+	}
+    val, ok := maxHeap.Peek()
+
+    fmt.Println(val) //12
+    fmt.Println(maxHeap.Size()) //12
+}
+```
+
+
+
+### <span id="Data">Data</span>
+<p>返回堆中全部元素的切片</p>
+
+<b>函数签名:</b>
+
+```go
+func (h *MaxHeap[T]) Data() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+
+	for _, v := range values {
+		maxHeap.Push(v)
+	}
+
+    fmt.Println(maxHeap.Data()) //[]int{12, 9, 11, 4, 8, 10, 7, 1, 3, 5, 6, 2}
+}
+```
+
+
+### <span id="Size">Size</span>
+<p>返回堆中元素的数量</p>
+
+<b>函数签名:</b>
+
+```go
+func (h *MaxHeap[T]) Size() int
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    values := []int{6, 5, 2}
+
+	for _, v := range values {
+		maxHeap.Push(v)
+	}
+
+    fmt.Println(maxHeap.Size()) //3
+}
+```
+
+
+
+### <span id="PrintStructure">PrintStructure</span>
+<p>打印堆的树形结构</p>
+
+<b>函数签名:</b>
+
+```go
+func (h *MaxHeap[T]) PrintStructure()
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    heap "github.com/duke-git/lancet/v2/datastructure/heap"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    maxHeap := heap.NewMaxHeap[int](&intComparator{})
+    values := []int{6, 5, 2, 4, 7, 10, 12, 1, 3, 8, 9, 11}
+
+	for _, v := range values {
+		maxHeap.Push(v)
+	}
+
+    fmt.Println(maxHeap.PrintStructure())
+//        12
+//    9       11
+//  4   8   10   7
+// 1 3 5 6 2
+}
+```

docs/api/packages/datastructure/set.md

@@ -0,0 +1,649 @@
+# Set
+
+Set 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)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+
+```go
+import (
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 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)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### <span id="NewSet">NewSet</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]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[int](1,2,2,3)
+    fmt.Println(st.Values()) //1,2,3
+}
+```
+
+### <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]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSetFromSlice([]int{1, 2, 2, 3})
+    fmt.Println(st.Values()) //1,2,3
+}
+```
+
+### <span id="Values">Values</span>
+
+<p>获取集合中所有元素的切片</p>
+
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) Values() []T
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[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>
+
+```go
+func (s Set[T]) Add(items ...T)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[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>
+
+```go
+func (s Set[T]) AddIfNotExist(item T) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[int]()
+    st.Add(1, 2, 3)
+
+    r1 := st.AddIfNotExist(1)
+    r2 := st.AddIfNotExist(4)
+
+    fmt.Println(r1) // false
+    fmt.Println(r2) // true
+    fmt.Println(st.Values()) // 1,2,3,4
+}
+```
+
+### <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>
+
+```go
+func (s Set[T]) AddIfNotExistBy(item T, checker func(element T) bool) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[int]()
+    st.Add(1, 2)
+
+    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
+    })
+    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>
+
+```go
+func (s Set[T]) Delete(items ...T)
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[int]()
+    st.Add(1, 2, 3)
+
+    set.Delete(3)
+    fmt.Println(st.Values()) //1,2
+}
+```
+
+### <span id="Contain">Contain</span>
+
+<p>判断集合是否包含某个值</p>
+
+<b>函数签名:</b>
+
+```go
+func (s Set[T]) Contain(item T) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    st := set.NewSet[int]()
+    st.Add(1, 2, 3)
+
+    fmt.Println(st.Contain(1)) //true
+    fmt.Println(st.Contain(4)) //false
+}
+```
+
+### <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>
+
+```go
+func (s Set[T]) ContainAll(other Set[T]) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet(1, 2)
+    set3 := set.NewSet(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>
+
+```go
+func (s Set[T]) Size() int
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(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>
+
+```go
+func (s Set[T]) Clone() Set[T]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set1.Clone()
+
+    fmt.Println(set1.Size() == set2.Size()) //true
+    fmt.Println(set1.ContainAll(set2)) //true
+}
+```
+
+### <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>
+
+```go
+func (s Set[T]) Equal(other Set[T]) bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet(1, 2, 3)
+    set3 := set.NewSet(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>
+
+```go
+func (s Set[T]) Iterate(fn func(item T))
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    arr := []int{}
+    set.Iterate(func(item int) {
+        arr = append(arr, item)
+    })
+
+    fmt.Println(arr) //1,2,3
+}
+```
+
+### <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.NewSet(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>
+
+```go
+func (s Set[T]) IsEmpty() bool
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet()
+
+    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>
+
+```go
+func (s Set[T]) Union(other Set[T]) Set[T]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet(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>
+
+```go
+func (s Set[T]) Intersection(other Set[T]) Set[T]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet(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>
+
+```go
+func (s Set[T]) SymmetricDifference(other Set[T]) Set[T]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet(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>
+
+```go
+func (s Set[T]) Minus(comparedSet Set[T]) Set[T]
+```
+
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    set "github.com/duke-git/lancet/v2/datastructure/set"
+)
+
+func main() {
+    set1 := set.NewSet(1, 2, 3)
+    set2 := set.NewSet(2, 3, 4, 5)
+    set3 := set.NewSet(2, 3)
+
+    res1 := set1.Minus(set2)
+    fmt.Println(res1.Values()) //1
+
+    res2 := set2.Minus(set3)
+    fmt.Println(res2.Values()) //4,5
+}
+```
+
+### <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.NewSet[int]()
+    s.Add(1)
+    s.Add(2)
+    s.Add(3)
+
+    val, ok = s.Pop()
+
+    fmt.Println(val) // 3
+    fmt.Println(ok) // true
+}
+```

docs/api/packages/datastructure/stack.md

@@ -0,0 +1,611 @@
+# Stack
+栈数据结构，包括ArrayStack（数组栈）和LinkedStack（链表栈）。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码
+
+- [https://github.com/duke-git/lancet/blob/main/datastructure/stack/arraystack.go](https://github.com/duke-git/lancet/blob/main/datastructure/stack/arraystack.go)
+- [https://github.com/duke-git/lancet/blob/main/datastructure/stack/linkedstack.go](https://github.com/duke-git/lancet/blob/main/datastructure/stack/linkedstack.go)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+```go
+import (
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+### 1. ArrayStack（数组栈）
+
+- [NewArrayStack](#NewArrayStack)
+- [Push](#ArrayStack_Push)
+- [Pop](#ArrayStack_Pop)
+- [Peak](#ArrayStack_Peak)
+- [Data](#ArrayStack_Data)
+- [Size](#ArrayStack_Size)
+- [IsEmpty](#ArrayStack_IsEmpty)
+- [Clear](#ArrayStack_Clear)
+
+### 2. LinkedStack（链表栈）
+
+- [NewLinkedStack](#NewLinkedStack)
+- [Push](#LinkedStack_Push)
+- [Pop](#LinkedStack_Pop)
+- [Peak](#LinkedStack_Peak)
+- [Data](#LinkedStack_Data)
+- [Size](#LinkedStack_Size)
+- [IsEmpty](#LinkedStack_IsEmpty)
+- [Clear](#LinkedStack_Clear)
+- [Print](#LinkedStack_Print)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+### 1. ArrayStack
+用切片实现栈结构
+
+### <span id="NewArrayStack">NewArrayStack</span>
+<p>返回ArrayStack指针实例</p>
+
+<b>函数签名:</b>
+
+```go
+type ArrayStack[T any] struct {
+	data   []T
+	length int
+}
+func NewArrayStack[T any]() *ArrayStack[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    fmt.Println(sk)
+}
+```
+
+
+
+
+### <span id="ArrayStack_Push">Push</span>
+<p>将元素加入数组栈</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) Push(value T)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.Data()) //[]int{3, 2, 1}
+}
+```
+
+
+
+
+### <span id="ArrayStack_Pop">Pop</span>
+<p>删除栈顶元素并返回该元素指针</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) Pop() (*T, error)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    val, err := sk.Pop()
+    fmt.Println(err) //nil
+    fmt.Println(*val) //3
+
+    fmt.Println(sk.Data()) //[]int{2, 1}
+}
+```
+
+
+
+
+### <span id="ArrayStack_Peak">Peak</span>
+<p>返回栈顶元素指针</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) Peak() (*T, error)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    val, err := sk.Peak()
+    fmt.Println(err) //nil
+    fmt.Println(*val) //3
+
+    fmt.Println(sk.Data()) //[]int{3, 2, 1}
+}
+```
+
+
+
+
+### <span id="ArrayStack_Data">Data</span>
+<p>返回栈中所有元素组成的切片</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) Data() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.Data()) //[]int{3, 2, 1}
+}
+```
+
+
+
+
+### <span id="ArrayStack_Size">Size</span>
+<p>返回栈中元素的数量</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) Size() int
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.Size()) //3
+}
+```
+
+
+
+
+### <span id="ArrayStack_IsEmpty">IsEmpty</span>
+<p>判断栈是否为空</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) IsEmpty() bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+    fmt.Println(sk.IsEmpty()) //true
+
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.IsEmpty()) //false
+}
+```
+
+
+
+
+### <span id="ArrayStack_Clear">Clear</span>
+<p>清空栈元素，使栈为空</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *ArrayStack[T]) Clear()
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewArrayStack[int]()
+
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    sk.Clear()
+
+    fmt.Println(sk.Data()) //[]int{}
+}
+```
+
+
+
+### 2. LinkedStack
+链表实现的栈结构。
+
+### <span id="NewLinkedStack">NewLinkedStack</span>
+<p>返回LinkedStack指针实例</p>
+
+<b>函数签名:</b>
+
+```go
+type StackNode[T any] struct {
+	Value T
+	Next  *StackNode[T]
+}
+type LinkedStack[T any] struct {
+	top    *datastructure.StackNode[T]
+	length int
+}
+func NewLinkedStack[T any]() *LinkedStack[T]
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    fmt.Println(sk)
+}
+```
+
+
+
+
+### <span id="LinkedStack_Push">Push</span>
+<p>将元素加入链表栈</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Push(value T)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.Data()) //[]int{3, 2, 1}
+}
+```
+
+
+
+
+### <span id="LinkedStack_Pop">Pop</span>
+<p>删除栈顶元素并返回该元素指针</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Pop() (*T, error)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    val, err := sk.Pop()
+    fmt.Println(err) //nil
+    fmt.Println(*val) //3
+
+    fmt.Println(sk.Data()) //[]int{2, 1}
+}
+```
+
+
+
+
+### <span id="LinkedStack_Peak">Peak</span>
+<p>返回栈顶元素指针</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Peak() (*T, error)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    val, err := sk.Peak()
+    fmt.Println(err) //nil
+    fmt.Println(*val) //3
+
+    fmt.Println(sk.Data()) //[]int{3, 2, 1}
+}
+```
+
+
+
+
+### <span id="LinkedStack_Data">Data</span>
+<p>返回栈中所有元素组成的切片</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Data() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.Data()) //[]int{3, 2, 1}
+}
+```
+
+
+
+
+### <span id="LinkedStack_Size">Size</span>
+<p>返回栈中元素的数量</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Size() int
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.Size()) //3
+}
+```
+
+
+
+
+### <span id="LinkedStack_IsEmpty">IsEmpty</span>
+<p>判断栈是否为空</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) IsEmpty() bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+    fmt.Println(sk.IsEmpty()) //true
+
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    fmt.Println(sk.IsEmpty()) //false
+}
+```
+
+
+
+
+### <span id="LinkedStack_Clear">Clear</span>
+<p>清空栈元素，使栈为空</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Clear()
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+    sk.Clear()
+
+    fmt.Println(sk.Data()) //[]int{}
+}
+```
+
+
+
+
+### <span id="LinkedStack_Print">Print</span>
+<p>打印链表栈结构</p>
+
+<b>函数签名:</b>
+
+```go
+func (s *LinkedStack[T]) Print()
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    stack "github.com/duke-git/lancet/v2/datastructure/stack"
+)
+
+func main() {
+    sk := stack.NewLinkedStack[int]()
+
+    sk.Push(1)
+    sk.Push(2)
+    sk.Push(3)
+
+
+    sk.Print() //[ &{Value:3 Next:0xc000010260}, &{Value:2 Next:0xc000010250}, &{Value:1 Next:<nil>},  ]
+}
+```

docs/api/packages/datastructure/tree.md

@@ -0,0 +1,526 @@
+# Tree
+树是树节点的集合。 每个树节点都有一个值，一个指向左节点的左指针和一个指向右节点的右指针。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码
+
+- [https://github.com/duke-git/lancet/blob/main/datastructure/tree/bstree.go](https://github.com/duke-git/lancet/blob/main/datastructure/tree/bstree.go)
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法
+```go
+import (
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+### 1. BSTree
+
+- [NewBSTree](#NewBSTree)
+- [Insert](#BSTree_Insert)
+- [Delete](#BSTree_Delete)
+- [PreOrderTraverse](#BSTree_PreOrderTraverse)
+- [InOrderTraverse](#BSTree_InOrderTraverse)
+- [PostOrderTraverse](#BSTree_PostOrderTraverse)
+- [LevelOrderTraverse](#BSTree_LevelOrderTraverse)
+- [Depth](#BSTree_Depth)
+- [HasSubTree](#BSTree_HasSubTree)
+- [Print](#BSTree_Print)
+
+
+
+<div STYLE="page-break-after: always;"></div>
+
+## 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。
+
+### <span id="NewBSTree">NewBSTree</span>
+<p>返回BSTree指针实例</p>
+
+<b>函数签名:</b>
+
+```go
+func NewBSTree[T any](rootData T, comparator lancetconstraints.Comparator) *BSTree[T]
+
+type BSTree[T any] struct {
+	root       *datastructure.TreeNode[T]
+	comparator lancetconstraints.Comparator
+}
+
+type TreeNode[T any] struct {
+	Value T
+	Left  *TreeNode[T]
+	Right *TreeNode[T]
+}
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    fmt.Println(bstree) //
+}
+```
+
+
+
+
+### <span id="BSTree_Insert">Insert</span>
+<p>将值插入二叉搜索树</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) Insert(data T)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.PreOrderTraverse()) //6, 5, 2, 4, 7
+}
+```
+
+
+
+
+### <span id="BSTree_Delete">Delete</span>
+<p>删除插入二叉搜索树中指定的值</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) Delete(data T)
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    bstree.Delete(4)
+
+    fmt.Println(bstree.PreOrderTraverse()) //2, 5, 6, 7
+}
+```
+
+
+
+
+### <span id="BSTree_PreOrderTraverse">PreOrderTraverse</span>
+<p>按前序遍历树节点</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) PreOrderTraverse() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.PreOrderTraverse()) //6, 5, 2, 4, 7
+}
+```
+
+
+
+
+### <span id="BSTree_InOrderTraverse">InOrderTraverse</span>
+<p>按中序遍历树节点</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) InOrderTraverse() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.InOrderTraverse()) //2, 4, 5, 6, 7
+}
+```
+
+
+
+
+### <span id="BSTree_PostOrderTraverse">PostOrderTraverse</span>
+<p>按后序遍历树节点</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) PostOrderTraverse() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.PostOrderTraverse()) //5, 2, 4, 7, 6
+}
+```
+
+
+
+
+### <span id="BSTree_LevelOrderTraverse">LevelOrderTraverse</span>
+<p>按节点层次遍历树节点</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) LevelOrderTraverse() []T
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.LevelOrderTraverse()) //6, 5, 7, 2, 4
+}
+```
+
+
+
+
+### <span id="BSTree_Depth">Depth</span>
+<p>获取树的深度</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) Depth() int
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.Depth()) //4
+}
+```
+
+
+
+
+### <span id="BSTree_HasSubTree">HasSubTree</span>
+<p>判断给定树是否是子树</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) HasSubTree(subTree *BSTree[T]) bool
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    superTree := tree.NewBSTree(8, &intComparator{})
+	superTree.Insert(4)
+	superTree.Insert(5)
+	superTree.Insert(6)
+	superTree.Insert(9)
+	superTree.Insert(4)
+
+    subTree := tree.NewBSTree(5, &intComparator{})
+	subTree.Insert(4)
+	subTree.Insert(6)
+
+    fmt.Println(superTree.HasSubTree(subTree)) //true
+    fmt.Println(subTree.HasSubTree(superTree)) //false
+}
+```
+
+
+
+
+### <span id="BSTree_Print">Print</span>
+<p>打印树结构</p>
+
+<b>函数签名:</b>
+
+```go
+func (t *BSTree[T]) Print()
+```
+<b>示例:</b>
+
+```go
+package main
+
+import (
+    "fmt"
+    tree "github.com/duke-git/lancet/v2/datastructure/tree"
+)
+
+type intComparator struct{}
+
+func (c *intComparator) Compare(v1, v2 any) int {
+	val1, _ := v1.(int)
+	val2, _ := v2.(int)
+
+	if val1 < val2 {
+		return -1
+	} else if val1 > val2 {
+		return 1
+	}
+	return 0
+}
+
+func main() {
+    bstree := tree.NewBSTree(6, &intComparator{})
+    bstree.Insert(7)
+	bstree.Insert(5)
+	bstree.Insert(2)
+	bstree.Insert(4)
+
+    fmt.Println(bstree.Print())
+//        6
+//       / \
+//      /   \
+//     /     \
+//    /       \
+//    5       7
+//   /
+//  /
+//  2
+//   \
+//    4
+}
+```

docs/api/packages/fileutil.md

@@ -0,0 +1,843 @@
+# Fileutil
+
+fileutil 包支持文件基本操作。
+
+<div STYLE="page-break-after: always;"></div>
+
+## 源码:
+
+-   [https://github.com/duke-git/lancet/blob/main/fileutil/file.go](https://github.com/duke-git/lancet/blob/main/fileutil/file.go)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 用法:
+
+```go
+import (
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+```
+
+<div STYLE="page-break-after: always;"></div>
+
+## 目录
+
+-   [ClearFile](#ClearFile)
+-   [CreateFile](#CreateFile)
+-   [CreateDir](#CreateDir)
+-   [CopyFile](#CopyFile)
+-   [CurrentPath](#CurrentPath)
+-   [FileMode](#FileMode)
+-   [MiMeType](#MiMeType)
+-   [IsExist](#IsExist)
+-   [IsLink](#IsLink)
+-   [IsDir](#IsDir)
+-   [ListFileNames](#ListFileNames)
+-   [RemoveFile](#RemoveFile)
+-   [ReadFileToString](#ReadFileToString)
+-   [ReadFileByLine](#ReadFileByLine)
+-   [Zip](#Zip)
+-   [ZipAppendEntry](#ZipAppendEntry)
+-   [UnZip](#UnZip)
+-   [IsZipFile](#IsZipFile)
+-   [FileSize](#FileSize)
+-   [MTime](#MTime)
+-   [Sha](#Sha)
+-   [ReadCsvFile](#ReadCsvFile)
+-   [WriteCsvFile](#WriteCsvFile)
+-   [WriteStringToFile](#WriteStringToFile)
+-   [WriteBytesToFile](#WriteBytesToFile)
+
+<div STYLE="page-break-after: always;"></div>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 文档
+
+### <span id="ClearFile">ClearFile</span>
+
+<p>清空文件内容</p>
+
+<b>函数签名:</b>
+
+```go
+func ClearFile(path string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/NRZ0ZT-G94H)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.ClearFile("./test.txt")
+    if err != nil {
+        fmt.Println(err)
+    }
+}
+```
+
+### <span id="CreateFile">CreateFile</span>
+
+<p>创建文件，创建成功返回true, 否则返回false</p>
+
+<b>函数签名:</b>
+
+```go
+func CreateFile(path string) bool
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/lDt8PEsTNKI)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    isCreatedSucceed := fileutil.CreateFile("./test.txt")
+    fmt.Println(isCreatedSucceed)
+}
+```
+
+### <span id="CreateDir">CreateDir</span>
+
+<p>使用绝对路径创建嵌套目录，例如/a/, /a/b</p>
+
+<b>函数签名:</b>
+
+```go
+func CreateDir(absPath string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/qUuCe1OGQnM)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.CreateDir("/a/b") // will create folder /a/b
+    fmt.Println(err)
+}
+```
+
+### <span id="CopyFile">CopyFile</span>
+
+<p>拷贝文件，会覆盖原有的文件</p>
+
+<b>函数签名:</b>
+
+```go
+func CopyFile(srcPath string, dstPath string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/Jg9AMJMLrJi)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.CopyFile("./test.txt", "./test_copy.txt")
+    if err != nil {
+        fmt.Println(err)
+    }
+}
+```
+
+### <span id="CurrentPath">CurrentPath</span>
+
+<p>返回当前位置的绝对路径。</p>
+
+<b>函数签名:</b>
+
+```go
+func CurrentPath() string
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/s74a9iBGcSw)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    absPath := CurrentPath()
+    fmt.Println(absPath)
+}
+```
+
+### <span id="FileMode">FileMode</span>
+
+<p>获取文件mode信息</p>
+
+<b>函数签名:</b>
+
+```go
+func FileMode(path string) (fs.FileMode, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/2l2hI42fA3p)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    mode, err := fileutil.FileMode("./test.txt")
+    if err != nil {
+        fmt.Println(err)
+    }
+    fmt.Println(mode)
+}
+```
+
+### <span id="MiMeType">MiMeType</span>
+
+<p>获取文件mime类型, 'file'参数的类型必须是string或者*os.File</p>
+
+<b>函数签名:</b>
+
+```go
+func MiMeType(file any) string
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/bd5sevSUZNu)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "os"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    type1 := fileutil.MiMeType("./test.txt")
+    fmt.Println(type1) //text/plain; charset=utf-8
+
+    f, _ := os.Open("./file.go")
+    type2 := fileutil.MiMeType(f)
+    fmt.Println(type2) //text/plain; charset=utf-8
+}
+```
+
+### <span id="IsExist">IsExist</span>
+
+<p>判断文件或目录是否存在</p>
+
+<b>函数签名:</b>
+
+```go
+func IsExist(path string) bool
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/nKKXt8ZQbmh)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    fileutil.CreateFile("./test.txt")
+    isFileExist := fileutil.IsExist("./test.txt")
+    fmt.Println(isFileExist) //true
+}
+```
+
+### <span id="IsLink">IsLink</span>
+
+<p>判断文件是否是符号链接</p>
+
+<b>函数签名:</b>
+
+```go
+func IsLink(path string) bool
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/TL-b-Kzvf44)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    isLinkFile := fileutil.IsLink("./test.txt")
+    fmt.Println(isLinkFile) //false
+}
+```
+
+### <span id="IsDir">IsDir</span>
+
+<p>判断参数是否是目录</p>
+
+<b>函数签名:</b>
+
+```go
+func IsDir(path string) bool
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/WkVwEKqtOWk)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    isDir := fileutil.IsDir("./")
+    fmt.Println(isDir) //true
+
+    isDir = fileutil.IsDir("./test.txt")
+    fmt.Println(isDir) //false
+}
+```
+
+### <span id="ListFileNames">ListFileNames</span>
+
+<p>返回目录下所有文件名</p>
+
+<b>函数签名:</b>
+
+```go
+func ListFileNames(path string) ([]string, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/Tjd7Y07rejl)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    fileNames, _ := fileutil.ListFileNames("./")
+    fmt.Println(fileNames)
+}
+```
+
+### <span id="RemoveFile">RemoveFile</span>
+
+<p>删除文件</p>
+
+<b>函数签名:</b>
+
+```go
+func RemoveFile(path string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/P2y0XW8a1SH)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.RemoveFile("./test.txt")
+    if err != nil {
+        fmt.Println(err)
+    }
+}
+```
+
+### <span id="ReadFileToString">ReadFileToString</span>
+
+<p>读取文件内容并返回字符串</p>
+
+<b>函数签名:</b>
+
+```go
+func ReadFileToString(path string) (string, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/cmfwp_5SQTp)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "os"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    path := "./test.txt"
+    fileutil.CreateFile(path)
+
+    f, _ := os.OpenFile(path, os.O_WRONLY|os.O_TRUNC, 0777)
+    f.WriteString("hello world")
+
+    content, _ := fileutil.ReadFileToString(path)
+    fmt.Println(content) //hello world
+}
+```
+
+### <span id="ReadFileByLine">ReadFileByLine</span>
+
+<p>按行读取文件内容，返回字符串切片包含每一行</p>
+
+<b>函数签名:</b>
+
+```go
+func ReadFileByLine(path string)([]string, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/svJP_7ZrBrD)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "os"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    path := "./text.txt"
+    fileutil.CreateFile(path)
+
+    f, _ := os.OpenFile(path, os.O_WRONLY|os.O_TRUNC, 0777)
+    defer f.Close()
+    f.WriteString("hello\nworld")
+
+    contents, _ := fileutil.ReadFileByLine(path)
+    fmt.Println(contents) //[]string{"hello", "world"}
+}
+```
+
+### <span id="Zip">Zip</span>
+
+<p>zip压缩文件, fpath参数可以是文件或目录</p>
+
+<b>函数签名:</b>
+
+```go
+func Zip(fpath string, destPath string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/j-3sWBp8ik_P)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.Zip("./test.txt", "./test.zip")
+    if err != nil {
+        fmt.Println(err)
+    }
+}
+```
+
+### <span id="ZipAppendEntry">ZipAppendEntry</span>
+
+<p>通过将单个文件或目录追加到现有的zip文件</p>
+
+<b>函数签名:</b>
+
+```go
+func ZipAppendEntry(fpath string, destPath string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/cxvaT8TRNQp)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.ZipAppendEntry("./test.txt", "./test.zip")
+    if err != nil {
+        fmt.Println(err)
+    }
+}
+```
+
+### <span id="UnZip">UnZip</span>
+
+<p>zip解压缩文件并保存在目录中</p>
+
+<b>函数签名:</b>
+
+```go
+func UnZip(zipFile string, destPath string) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/g0w34kS7B8m)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    err := fileutil.Zip("./test.zip", "./unzip/test.txt")
+    if err != nil {
+        fmt.Println(err)
+    }
+}
+```
+
+### <span id="IsZipFile">IsZipFile</span>
+
+<p>判断文件是否是zip压缩文件。</p>
+
+<b>函数签名:</b>
+
+```go
+func IsZipFile(filepath string) bool
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/9M0g2j_uF_e)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    isZip := fileutil.IsZipFile("./zipfile.zip")
+    fmt.Println(isZip)
+}
+```
+
+### <span id="FileSize">FileSize</span>
+
+<p>返回文件字节大小。</p>
+
+<b>函数签名:</b>
+
+```go
+func FileSize(path string) (int64, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/H9Z05uD-Jjc)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    size, err := fileutil.FileSize("./testdata/test.txt")
+
+    fmt.Println(size)
+    fmt.Println(err)
+
+    // Output:
+    // 20
+    // <nil>
+}
+```
+
+### <span id="MTime">MTime</span>
+
+<p>返回文件修改时间(unix timestamp).</p>
+
+<b>函数签名:</b>
+
+```go
+func MTime(filepath string) (int64, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/s_Tl7lZoAaY)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    mtime, err := fileutil.MTime("./testdata/test.txt")
+
+    fmt.Println(mtime)
+    fmt.Println(err)
+
+    // Output:
+    // 1682391110
+    // <nil>
+}
+```
+
+### <span id="Sha">Sha</span>
+
+<p>返回文件sha值，参数`shaType` 应传值为: 1, 256，512.</p>
+
+<b>函数签名:</b>
+
+```go
+func Sha(filepath string, shaType ...int) (string, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/VfEEcO2MJYf)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    sha1, err := fileutil.Sha("./testdata/test.txt", 1)
+    sha256, _ := fileutil.Sha("./testdata/test.txt", 256)
+    sha512, _ := fileutil.Sha("./testdata/test.txt", 512)
+
+    fmt.Println(sha1)
+    fmt.Println(sha256)
+    fmt.Println(sha512)
+    fmt.Println(err)
+
+    // Output:
+    // dda3cf10c5a6ff6c6659a497bf7261b287af2bc7
+    // aa6d0a3fbc3442c228d606da09e0c1dc98c69a1cac3da1909199e0266171df35
+    // d22aba2a1b7a2e2f512756255cc1c3708905646920cb1eb95e45b531ba74774dbbb89baebf1f716220eb9cf4908f1cfc5b2a01267704d9a59f59d77cab609870
+    // <nil>
+}
+```
+
+### <span id="ReadCsvFile">ReadCsvFile</span>
+
+<p>读取csv文件内容到切片</p>
+
+<b>函数签名:</b>
+
+```go
+func ReadCsvFile(filepath string) ([][]string, error)
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/OExTkhGEd3_u)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    content, err := fileutil.ReadCsvFile("./testdata/test.csv")
+
+    fmt.Println(content)
+    fmt.Println(err)
+
+    // Output:
+    // [[Bob  12  male] [Duke  14  male] [Lucy  16  female]]
+    // <nil>
+}
+```
+
+### <span id="WriteCsvFile">WriteCsvFile</span>
+
+<p>向csv文件写入内容。</p>
+
+<b>函数签名:</b>
+
+```go
+func WriteCsvFile(filepath string, records [][]string, append bool) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/dAXm58Q5U1o)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    fpath := "./test.csv"
+    fileutil.CreateFile(fpath)
+
+    f, _ := os.OpenFile(fpath, os.O_WRONLY|os.O_TRUNC, 0777)
+    defer f.Close()
+
+    data := [][]string{
+        {"Lili", "22", "female"},
+        {"Jim", "21", "male"},
+    }
+    err := fileutil.WriteCsvFile(fpath, data, false)
+
+    if err != nil {
+        return
+    }
+
+    content, err := fileutil.ReadCsvFile(fpath)
+
+    if err != nil {
+        return
+    }
+    fmt.Println(content)
+
+    // Output:
+    // [[Lili 22 female] [Jim 21 male]]
+}
+```
+
+### <span id="WriteBytesToFile">WriteBytesToFile</span>
+
+<p>将bytes写入文件。</p>
+
+<b>函数签名:</b>
+
+```go
+func WriteBytesToFile(filepath string, content []byte) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/s7QlDxMj3P8)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    filepath := "./bytes.txt"
+
+    file, err := os.Create(filepath)
+    if err != nil {
+        return
+    }
+
+    defer file.Close()
+
+    err = fileutil.WriteBytesToFile(filepath, []byte("hello"))
+    if err != nil {
+        return
+    }
+
+    content, err := fileutil.ReadFileToString(filepath)
+    if err != nil {
+        return
+    }
+
+    os.Remove(filepath)
+
+    fmt.Println(content)
+
+    // Output:
+    // hello
+}
+```
+
+### <span id="WriteStringToFile">WriteStringToFile</span>
+
+<p>将字符串写入文件。</p>
+
+<b>函数签名:</b>
+
+```go
+func WriteStringToFile(filepath string, content string, append bool) error
+```
+
+<b>示例:<span class="run-container">[运行](https://go.dev/play/p/GhLS6d8lH_g)</span></b>
+
+```go
+package main
+
+import (
+    "fmt"
+    "github.com/duke-git/lancet/v2/fileutil"
+)
+
+func main() {
+    filepath := "./test.txt"
+
+    file, err := os.Create(filepath)
+    if err != nil {
+        return
+    }
+
+    defer file.Close()
+
+    err = fileutil.WriteStringToFile(filepath, "hello", true)
+    if err != nil {
+        return
+    }
+
+    content, err := fileutil.ReadFileToString(filepath)
+    if err != nil {
+        return
+    }
+
+    os.Remove(filepath)
+
+    fmt.Println(content)
+
+    // Output:
+    // hello
+}
+```

docs/api/packages/formatter.md

@@ -0,0 +1,312 @@
+# 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>
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+## 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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 +1,408 @@
+# 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/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)
+
+<div STYLE="page-break-after: always;"></div>
+
+## 文档
+
+<link rel="stylesheet" type="text/css" href="/styles/api_doc.css">
+
+### <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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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 class="run-container">[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))
+    }
+}
+
+```