diff --git a/backend/utils/coll/queue.go b/backend/utils/coll/queue.go
deleted file mode 100644
index 39549e8..0000000
--- a/backend/utils/coll/queue.go
+++ /dev/null
@@ -1,82 +0,0 @@
-package coll
-
-// Queue 队列, 先进先出
-type Queue[T any] []T
-
-func NewQueue[T any](elems ...T) Queue[T] {
-	if len(elems) > 0 {
-		data := make([]T, len(elems))
-		copy(data, elems)
-		return data
-	} else {
-		return Queue[T]{}
-	}
-}
-
-// Push 尾部插入元素
-func (q *Queue[T]) Push(elem T) {
-	if q == nil {
-		return
-	}
-	*q = append(*q, elem)
-}
-
-// PushN 尾部插入多个元素
-func (q *Queue[T]) PushN(elems ...T) {
-	if q == nil {
-		return
-	}
-	if len(elems) <= 0 {
-		return
-	}
-	*q = append(*q, elems...)
-}
-
-// Pop 移除并返回头部元素
-func (q *Queue[T]) Pop() (T, bool) {
-	var elem T
-	if q == nil || len(*q) <= 0 {
-		return elem, false
-	}
-	elem = (*q)[0]
-	*q = (*q)[1:]
-	return elem, true
-}
-
-func (q *Queue[T]) PopN(n int) []T {
-	if q == nil {
-		return []T{}
-	}
-
-	var popElems []T
-	if n <= 0 {
-		return []T{}
-	}
-
-	l := len(*q)
-	if n >= l {
-		popElems = *q
-		*q = []T{}
-		return *q
-	}
-
-	popElems = (*q)[:n]
-	*q = (*q)[n:]
-	return popElems
-}
-
-// Clear 移除所有元素
-func (q *Queue[T]) Clear() {
-	if q == nil {
-		return
-	}
-	*q = []T{}
-}
-
-func (q Queue[T]) IsEmpty() bool {
-	return len(q) <= 0
-}
-
-func (q Queue[T]) Size() int {
-	return len(q)
-}
diff --git a/backend/utils/coll/set.go b/backend/utils/coll/set.go
index c8e2742..09ebc6f 100644
--- a/backend/utils/coll/set.go
+++ b/backend/utils/coll/set.go
@@ -1,11 +1,10 @@
 package coll
 
 import (
+	"encoding/json"
 	"fmt"
-	json "github.com/bytedance/sonic"
 	"sort"
 	. "tinyrdm/backend/utils"
-	"tinyrdm/backend/utils/rand"
 )
 
 type Void struct{}
@@ -167,31 +166,6 @@ func (s Set[T]) Filter(filterFunc func(i T) bool) []T {
 	return ret
 }
 
-// RandomElem 随机抽取一个元素
-// @param remove 随机出来的元素是否同时从集合中移除
-// @return 抽取的元素
-// @return 是否抽取成功
-func (s Set[T]) RandomElem(remove bool) (T, bool) {
-	size := s.Size()
-	if size > 0 {
-		selIdx := rand.Intn(size)
-		idx := 0
-		for elem := range s {
-			if idx == selIdx {
-				if remove {
-					delete(s, elem)
-				}
-				return elem, true
-			} else {
-				idx++
-			}
-		}
-	}
-
-	var r T
-	return r, false
-}
-
 // Size 集合长度
 func (s Set[T]) Size() int {
 	return len(s)
diff --git a/backend/utils/coll/stack.go b/backend/utils/coll/stack.go
deleted file mode 100644
index 7d8259b..0000000
--- a/backend/utils/coll/stack.go
+++ /dev/null
@@ -1,88 +0,0 @@
-package coll
-
-// Stack 栈, 先进后出
-type Stack[T any] []T
-
-func NewStack[T any](elems ...T) Stack[T] {
-	if len(elems) > 0 {
-		data := make([]T, len(elems))
-		copy(data, elems)
-		return data
-	} else {
-		return Stack[T]{}
-	}
-}
-
-// Push 顶部添加一个元素
-func (s *Stack[T]) Push(elem T) {
-	if s == nil {
-		panic("queue should not be nil")
-	}
-	*s = append(*s, elem)
-}
-
-// PushN 顶部添加一个元素
-func (s *Stack[T]) PushN(elems ...T) {
-	if s == nil {
-		panic("queue should not be nil")
-	}
-	if len(elems) <= 0 {
-		return
-	}
-	*s = append(*s, elems...)
-}
-
-// Pop 移除并返回顶部元素
-func (s *Stack[T]) Pop() T {
-	if s == nil {
-		panic("queue should not be nil")
-	}
-	l := len(*s)
-	popElem := (*s)[l-1]
-	*s = (*s)[:l-1]
-	return popElem
-}
-
-// PopN 移除并返回顶部多个元素
-func (s *Stack[T]) PopN(n int) []T {
-	if s == nil {
-		panic("queue should not be nil")
-	}
-	var popElems []T
-	if n <= 0 {
-		return popElems
-	}
-
-	l := len(*s)
-	if n >= l {
-		popElems = *s
-		*s = []T{}
-		return *s
-	}
-
-	popElems = (*s)[l-n:]
-	*s = (*s)[:l-n]
-
-	// 翻转弹出结果
-	pl := len(popElems)
-	for i := 0; i < pl/2; i++ {
-		popElems[i], popElems[pl-i-1] = popElems[pl-i-1], popElems[i]
-	}
-	return popElems
-}
-
-// Clear 移除所有元素
-func (s *Stack[T]) Clear() {
-	if s == nil {
-		panic("queue should not be nil")
-	}
-	*s = []T{}
-}
-
-func (s Stack[T]) IsEmpty() bool {
-	return len(s) <= 0
-}
-
-func (s Stack[T]) Size() int {
-	return len(s)
-}
diff --git a/backend/utils/rand/random.go b/backend/utils/rand/random.go
deleted file mode 100644
index 4aba6e8..0000000
--- a/backend/utils/rand/random.go
+++ /dev/null
@@ -1,103 +0,0 @@
-package rand
-
-import (
-	"math/rand"
-	"strings"
-	"sync"
-	"time"
-)
-
-// 随机对象缓存池(解决自带随机函数全局抢锁问题)
-var randObjectPool = sync.Pool{
-	New: func() interface{} {
-		return rand.New(rand.NewSource(time.Now().UnixNano()))
-	},
-}
-var lowerChar = []rune("abcdefghijklmnopqrstuvwxyz") // strings.Split("abcdefghijklmnopqrstuvwxyz", "")
-var upperChar = []rune("ABCDEFGHIJKLMNOPQRSTUVWXYZ") // strings.Split("ABCDEFGHIJKLMNOPQRSTUVWXYZ", "")
-var numberChar = []rune("0123456789")                // strings.Split("0123456789", "")
-var numberAndChar = append(lowerChar, numberChar...)
-
-func init() {
-	rand.Seed(time.Now().UnixNano())
-}
-
-func Intn[T ~int](n T) T {
-	r := randObjectPool.Get()
-	res := r.(*rand.Rand).Intn(int(n))
-	randObjectPool.Put(r)
-	return T(res)
-}
-
-func IntnCount[T ~int](n T, count int) []T {
-	res := make([]T, count)
-	r := randObjectPool.Get()
-	for i := 0; i < count; i++ {
-		res[i] = T(r.(*rand.Rand).Intn(int(n)))
-	}
-	randObjectPool.Put(r)
-	return res
-}
-
-// Int31n 生成<n的32位整形
-func Int31n[T ~int32](n T) T {
-	r := randObjectPool.Get()
-	res := r.(*rand.Rand).Int31n(int32(n))
-	randObjectPool.Put(r)
-	return T(res)
-}
-
-// Int63n 生成小于n的64位整形
-func Int63n[T ~int64](n T) T {
-	r := randObjectPool.Get()
-	res := r.(*rand.Rand).Int63n(int64(n))
-	randObjectPool.Put(r)
-	return T(res)
-}
-
-// RangeInt 获取范围内的随机整数[min, max)
-func RangeInt[T ~int](min, max T) T {
-	if min > max {
-		min, max = max, min
-	}
-	return Intn(max-min) + min
-}
-
-// RangeString 生成随机字符串
-func RangeString(charSet []rune, n int) string {
-	r := randObjectPool.Get()
-
-	res := strings.Builder{}
-	size := len(charSet)
-	for i := 0; i < n; i++ {
-		res.WriteRune(charSet[r.(*rand.Rand).Intn(size)])
-	}
-	randObjectPool.Put(r)
-	return res.String()
-}
-
-// LowerString 生成随机指定长度小写字母
-func LowerString(n int) string {
-	return RangeString(lowerChar, n)
-}
-
-// UpperString 生成随机指定长度大写字母
-func UpperString(n int) string {
-	return RangeString(upperChar, n)
-}
-
-// NumberString 生成随机指定长度数字字符串
-func NumberString(n int) string {
-	return RangeString(numberChar, n)
-}
-
-// CharNumberString 生成随机指定长度小写字母和数字
-func CharNumberString(n int) string {
-	return RangeString(numberAndChar, n)
-}
-
-// Shuffle 执行指定次数打乱
-func Shuffle(n int, swap func(i, j int)) {
-	r := randObjectPool.Get()
-	r.(*rand.Rand).Shuffle(n, swap)
-}
diff --git a/backend/utils/rand/weight_random.go b/backend/utils/rand/weight_random.go
deleted file mode 100644
index d48ecce..0000000
--- a/backend/utils/rand/weight_random.go
+++ /dev/null
@@ -1,102 +0,0 @@
-package rand
-
-import (
-	"github.com/google/go-cmp/cmp"
-	"math/rand"
-	"sync"
-	"time"
-)
-
-// WeightObject 权重单项
-type WeightObject[T any] struct {
-	Obj    T
-	Weight int
-}
-
-// WeightRandom 根据权重随机
-type WeightRandom[T any] struct {
-	WeightObject []WeightObject[T]
-	totalWeight  int
-	randObj      *rand.Rand
-	lk           sync.Mutex
-}
-
-func NewWeightRandom[T any]() *WeightRandom[T] {
-	return &WeightRandom[T]{
-		WeightObject: []WeightObject[T]{},
-		totalWeight:  0,
-		randObj:      rand.New(rand.NewSource(time.Now().UnixNano())),
-	}
-}
-
-func (w *WeightRandom[T]) Add(object T, weight int) {
-	weightObj := WeightObject[T]{
-		Obj:    object,
-		Weight: weight,
-	}
-	w.AddObject(weightObj)
-}
-
-// AddObject 添加单个权重对象
-func (w *WeightRandom[T]) AddObject(weightObject WeightObject[T]) {
-	if weightObject.Weight <= 0 {
-		return
-	}
-
-	exists := false
-	for i, object := range w.WeightObject {
-		if cmp.Equal(weightObject.Obj, object.Obj) {
-			// 已经存在, 覆盖权重
-			w.subWeight(object.Weight)
-			w.WeightObject[i].Weight = weightObject.Weight
-			w.addWeight(weightObject.Weight)
-			exists = true
-			break
-		}
-	}
-	if !exists {
-		// 已经存在, 覆盖权重
-		w.WeightObject = append(w.WeightObject, weightObject)
-		w.addWeight(weightObject.Weight)
-	}
-}
-
-// AddObjects 添加多个权重对象
-func (w *WeightRandom[T]) AddObjects(object []WeightObject[T]) {
-	for _, weightObject := range object {
-		w.AddObject(weightObject)
-	}
-}
-
-func (w *WeightRandom[T]) addWeight(weight int) {
-	if w.totalWeight < 0 {
-		w.totalWeight = 0
-	}
-	w.totalWeight += weight
-}
-
-func (w *WeightRandom[T]) subWeight(weight int) {
-	if w.totalWeight-weight < 0 {
-		w.totalWeight = 0
-	} else {
-		w.totalWeight -= weight
-	}
-}
-
-// Next 通过权重随机到下一个
-func (w *WeightRandom[T]) Next() T {
-	if w.totalWeight > 0 {
-		w.lk.Lock()
-		randomWeight := w.randObj.Intn(w.totalWeight)
-		w.lk.Unlock()
-		weightCount := 0
-		for _, object := range w.WeightObject {
-			weightCount += object.Weight
-			if weightCount > randomWeight {
-				return object.Obj
-			}
-		}
-	}
-	var noop T
-	return noop
-}
diff --git a/backend/utils/slice/slice_util.go b/backend/utils/slice/slice_util.go
index 2863cd7..b923d9a 100644
--- a/backend/utils/slice/slice_util.go
+++ b/backend/utils/slice/slice_util.go
@@ -5,7 +5,6 @@ import (
 	"strconv"
 	"strings"
 	. "tinyrdm/backend/utils"
-	"tinyrdm/backend/utils/rand"
 )
 
 // Get 获取指定索引的值, 如果不存在则返回默认值
@@ -377,74 +376,6 @@ func RemoveRight[S ~[]T, T comparable](arr S, val T) S {
 	return arr
 }
 
-// RandomElem 从切片中随机抽一个
-func RandomElem[S ~[]T, T any](arr S) T {
-	l := len(arr)
-	if l <= 0 {
-		var r T
-		return r
-	}
-	return arr[rand.Intn(l)]
-}
-
-// RandomElems 从切片中随机抽多个
-// 如果切片长度为空, 则返回空切片
-func RandomElems[S ~[]T, T any](arr S, count int) []T {
-	l := len(arr)
-	ret := make([]T, 0, l)
-	if l <= 0 {
-		return ret
-	}
-
-	idxList := rand.IntnCount(l, count)
-	for _, idx := range idxList {
-		ret = append(ret, arr[idx])
-	}
-	return ret
-}
-
-// RandomUniqElems 从切片中随机抽多个不同的元素
-// 如果切片长度为空, 则返回空切片
-// 如果所需数量大于切片唯一元素数量, 则返回整个切片
-func RandomUniqElems[S ~[]T, T Hashable](arr S, count int) []T {
-	if len(arr) <= 0 {
-		// 可选列表为空, 返回空切片
-		return []T{}
-	}
-	// 转换为集合
-	uniqList := Unique(arr)
-	uniqLen := len(uniqList)
-	if uniqLen <= count {
-		// 可选集合总数<=所需元素数量, 直接返回整个可选集合
-		return uniqList
-	}
-
-	if count >= uniqLen/2 {
-		// 所需唯一元素大于可选集合一半, 随机筛掉(uniqLen-count)个元素
-		for i := 0; i < uniqLen-count; i++ {
-			uniqList = Remove(uniqList, rand.Intn(uniqLen-i))
-		}
-		return uniqList
-	} else {
-		// 所需唯一元素小于可选集合一半, 随机抽取count个元素
-		res := make([]T, count)
-		var idx int
-		for i := 0; i < count; i++ {
-			idx = rand.Intn(uniqLen - i)
-			res[i] = uniqList[idx]
-			uniqList = Remove(uniqList, idx)
-		}
-		return res
-	}
-}
-
-// Clone 复制切片
-func Clone[S ~[]T, T any](src S) S {
-	dest := make(S, len(src))
-	copy(dest, src)
-	return dest
-}
-
 // Count 统计制定条件元素数量
 func Count[S ~[]T, T any](arr S, filter func(int) bool) int {
 	count := 0
diff --git a/go.mod b/go.mod
index 61f3e19..db7f100 100644
--- a/go.mod
+++ b/go.mod
@@ -4,8 +4,6 @@ go 1.21
 
 require (
 	github.com/adrg/sysfont v0.1.2
-	github.com/bytedance/sonic v1.10.0
-	github.com/google/go-cmp v0.5.9
 	github.com/redis/go-redis/v9 v9.1.0
 	github.com/vrischmann/userdir v0.0.0-20151206171402-20f291cebd68
 	github.com/wailsapp/wails/v2 v2.5.1
@@ -13,18 +11,15 @@ require (
 )
 
 require (
-	github.com/adrg/strutil v0.2.2 // indirect
-	github.com/adrg/xdg v0.3.0 // indirect
+	github.com/adrg/strutil v0.3.0 // indirect
+	github.com/adrg/xdg v0.4.0 // indirect
 	github.com/bep/debounce v1.2.1 // indirect
 	github.com/cespare/xxhash/v2 v2.2.0 // indirect
-	github.com/chenzhuoyu/base64x v0.0.0-20230717121745-296ad89f973d // indirect
-	github.com/chenzhuoyu/iasm v0.9.0 // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
-	github.com/go-ole/go-ole v1.2.6 // indirect
-	github.com/google/uuid v1.3.0 // indirect
+	github.com/go-ole/go-ole v1.3.0 // indirect
+	github.com/google/uuid v1.3.1 // indirect
 	github.com/jchv/go-winloader v0.0.0-20210711035445-715c2860da7e // indirect
-	github.com/klauspost/cpuid/v2 v2.2.5 // indirect
-	github.com/labstack/echo/v4 v4.10.2 // indirect
+	github.com/labstack/echo/v4 v4.11.1 // indirect
 	github.com/labstack/gommon v0.4.0 // indirect
 	github.com/leaanthony/go-ansi-parser v1.6.1 // indirect
 	github.com/leaanthony/gosod v1.0.3 // indirect
@@ -38,16 +33,14 @@ require (
 	github.com/samber/lo v1.38.1 // indirect
 	github.com/stretchr/testify v1.8.3 // indirect
 	github.com/tkrajina/go-reflector v0.5.6 // indirect
-	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/valyala/bytebufferpool v1.0.0 // indirect
 	github.com/valyala/fasttemplate v1.2.2 // indirect
 	github.com/wailsapp/mimetype v1.4.1 // indirect
-	golang.org/x/arch v0.3.0 // indirect
-	golang.org/x/crypto v0.10.0 // indirect
-	golang.org/x/exp v0.0.0-20230626212559-97b1e661b5df // indirect
-	golang.org/x/net v0.11.0 // indirect
-	golang.org/x/sys v0.9.0 // indirect
-	golang.org/x/text v0.10.0 // indirect
+	golang.org/x/crypto v0.12.0 // indirect
+	golang.org/x/exp v0.0.0-20230817173708-d852ddb80c63 // indirect
+	golang.org/x/net v0.14.0 // indirect
+	golang.org/x/sys v0.11.0 // indirect
+	golang.org/x/text v0.12.0 // indirect
 	gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f // indirect
 )
 
diff --git a/go.sum b/go.sum
index 4cae6fb..4b37ac0 100644
--- a/go.sum
+++ b/go.sum
@@ -1,49 +1,35 @@
-github.com/adrg/strutil v0.2.2 h1:XSd9+o2xaOon2oRum0JymNT+f0nfLiAiDzGOcjcIsMI=
 github.com/adrg/strutil v0.2.2/go.mod h1:EF2fjOFlGTepljfI+FzgTG13oXthR7ZAil9/aginnNQ=
+github.com/adrg/strutil v0.3.0 h1:bi/HB2zQbDihC8lxvATDTDzkT4bG7PATtVnDYp5rvq4=
+github.com/adrg/strutil v0.3.0/go.mod h1:Jz0wzBVE6Uiy9wxo62YEqEY1Nwto3QlLl1Il5gkLKWU=
 github.com/adrg/sysfont v0.1.2 h1:MSU3KREM4RhsQ+7QgH7wPEPTgAgBIz0Hw6Nd4u7QgjE=
 github.com/adrg/sysfont v0.1.2/go.mod h1:6d3l7/BSjX9VaeXWJt9fcrftFaD/t7l11xgSywCPZGk=
-github.com/adrg/xdg v0.3.0 h1:BO+k4wFj0IoTolBF1Apn8oZrX3LQrEbBA8+/9vyW9J4=
 github.com/adrg/xdg v0.3.0/go.mod h1:7I2hH/IT30IsupOpKZ5ue7/qNi3CoKzD6tL3HwpaRMQ=
+github.com/adrg/xdg v0.4.0 h1:RzRqFcjH4nE5C6oTAxhBtoE2IRyjBSa62SCbyPidvls=
+github.com/adrg/xdg v0.4.0/go.mod h1:N6ag73EX4wyxeaoeHctc1mas01KZgsj5tYiAIwqJE/E=
 github.com/bep/debounce v1.2.1 h1:v67fRdBA9UQu2NhLFXrSg0Brw7CexQekrBwDMM8bzeY=
 github.com/bep/debounce v1.2.1/go.mod h1:H8yggRPQKLUhUoqrJC1bO2xNya7vanpDl7xR3ISbCJ0=
-github.com/bsm/ginkgo/v2 v2.7.0 h1:ItPMPH90RbmZJt5GtkcNvIRuGEdwlBItdNVoyzaNQao=
-github.com/bsm/ginkgo/v2 v2.7.0/go.mod h1:AiKlXPm7ItEHNc/2+OkrNG4E0ITzojb9/xWzvQ9XZ9w=
+github.com/bsm/ginkgo/v2 v2.9.5 h1:rtVBYPs3+TC5iLUVOis1B9tjLTup7Cj5IfzosKtvTJ0=
+github.com/bsm/ginkgo/v2 v2.9.5/go.mod h1:SwYbGRRDovPVboqFv0tPTcG1sN61LM1Z4ARdbAV9g4c=
 github.com/bsm/gomega v1.26.0 h1:LhQm+AFcgV2M0WyKroMASzAzCAJVpAxQXv4SaI9a69Y=
 github.com/bsm/gomega v1.26.0/go.mod h1:JyEr/xRbxbtgWNi8tIEVPUYZ5Dzef52k01W3YH0H+O0=
-github.com/bytedance/sonic v1.5.0/go.mod h1:ED5hyg4y6t3/9Ku1R6dU/4KyJ48DZ4jPhfY1O2AihPM=
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@@ -72,8 +58,6 @@ github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
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@@ -82,19 +66,13 @@ github.com/rivo/uniseg v0.4.4/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUc
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@@ -106,33 +84,30 @@ github.com/wailsapp/mimetype v1.4.1 h1:pQN9ycO7uo4vsUUuPeHEYoUkLVkaRntMnHJxVwYhw
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@@ -141,5 +116,3 @@ gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C
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