lolly/docs/superpowers/plans/2026-06-08-loadbalance-enhancement.md
xfy ebeb258c58 docs(benchmark): add v0.4.0 baseline summary and update gitignore
- Collect baseline benchmark summary across all core modules
- Save key results to benchmarks/v0.4.0/summary.txt
- Update .gitignore to track benchmark summaries/reports
- Include performance optimization design docs and plan
2026-06-11 13:43:28 +08:00

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# Least Time & Session Sticky Load Balancer Implementation Plan
> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
**Goal:** 为 Lolly 实现高性能的 Least Time 负载均衡算法和 Session Sticky 会话保持功能
**Architecture:** Least Time 使用原子 EWMA 统计器记录每个后端的响应时间选择响应时间最短的目标Session Sticky 使用 256 分片锁 + Cookie 路由表实现会话保持
**Tech Stack:** Go 1.26+, fasthttp, atomic operations, sync.RWMutex
---
## File Structure
### New Files
- `internal/loadbalance/ewma.go` - 原子 EWMA 统计器
- `internal/loadbalance/ewma_test.go` - EWMA 测试
- `internal/loadbalance/least_time.go` - Least Time balancer
- `internal/loadbalance/least_time_test.go` - Least Time 测试
- `internal/loadbalance/sticky.go` - Session Sticky balancer
- `internal/loadbalance/sticky_test.go` - Session Sticky 测试
- `internal/loadbalance/sticky_config.go` - Sticky 配置结构体
### Modified Files
- `internal/loadbalance/algorithms.go` - 添加新算法到 validAlgorithms
- `internal/loadbalance/balancer.go` - Target 增加 Stats 字段
- `internal/config/proxy_config.go` - 添加 LeastTimeConfig + StickyConfig
- `internal/config/defaults.go` - 添加默认配置注释
- `internal/config/validate.go` - 验证新配置项
- `internal/proxy/proxy.go` - 集成 createBalancer + RecordResponseTime
- `internal/proxy/target_selector.go` - Select 支持 StickySession
---
## Task 1: EWMA Statistics Core
**Files:**
- Create: `internal/loadbalance/ewma.go`
- Create: `internal/loadbalance/ewma_test.go`
### Step 1.1: Write EWMA Failing Test
```go
package loadbalance
import (
"sync"
"testing"
"time"
)
func TestEWMAStats_BasicRecord(t *testing.T) {
stats := NewEWMAStats()
// Record a 100ms response time
stats.Record(100*time.Millisecond, 200*time.Millisecond)
headerTime := stats.HeaderTime()
lastByteTime := stats.LastByteTime()
if headerTime == 0 {
t.Error("headerTime should not be zero after recording")
}
if lastByteTime == 0 {
t.Error("lastByteTime should not be zero after recording")
}
// First sample: avg should equal the sample (alpha=1.0 for first sample)
if headerTime != 100*time.Millisecond {
t.Errorf("first headerTime = %v, want %v", headerTime, 100*time.Millisecond)
}
if lastByteTime != 200*time.Millisecond {
t.Errorf("first lastByteTime = %v, want %v", lastByteTime, 200*time.Millisecond)
}
}
func TestEWMAStats_Convergence(t *testing.T) {
stats := NewEWMAStats()
// Record multiple samples
for i := 0; i < 10; i++ {
stats.Record(100*time.Millisecond, 200*time.Millisecond)
}
headerTime := stats.HeaderTime()
// After many identical samples, avg should converge close to the value
// With alpha=0.3, after 10 samples of 100ms, should be close to 100ms
diff := headerTime - 100*time.Millisecond
if diff < 0 {
diff = -diff
}
if diff > 10*time.Millisecond {
t.Errorf("headerTime = %v, not converged to 100ms (diff=%v)", headerTime, diff)
}
}
func TestEWMAStats_Concurrent(t *testing.T) {
stats := NewEWMAStats()
var wg sync.WaitGroup
for i := 0; i < 100; i++ {
wg.Add(1)
go func() {
defer wg.Done()
for j := 0; j < 100; j++ {
stats.Record(time.Duration(j)*time.Millisecond, time.Duration(j*2)*time.Millisecond)
}
}()
}
wg.Wait()
// After concurrent writes, should have some value (not panic or race)
headerTime := stats.HeaderTime()
lastByteTime := stats.LastByteTime()
if headerTime == 0 {
t.Error("headerTime should not be zero after concurrent writes")
}
if lastByteTime == 0 {
t.Error("lastByteTime should not be zero after concurrent writes")
}
}
```
### Step 1.2: Run EWMA Test - Verify Fails
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestEWMAStats`
Expected: FAIL with "undefined: NewEWMAStats"
### Step 1.3: Implement EWMA Core
```go
package loadbalance
import (
"sync/atomic"
"time"
)
// EWMAStats 使用原子操作实现的 EWMA指数加权移动平均统计器。
//
// 通过定点数运算避免浮点数,实现零锁、零分配的响应时间统计。
type EWMAStats struct {
headerTime atomic.Int64 // 首字节时间的 EWMA纳秒
lastByteTime atomic.Int64 // 完整响应时间的 EWMA纳秒
sampleCount atomic.Int64 // 样本计数
}
// defaultAlpha 默认 EWMA alpha 值30%,使用定点数 300/1000
const defaultAlphaScale = 300 // alpha = 0.3
// NewEWMAStats 创建新的 EWMA 统计器
func NewEWMAStats() *EWMAStats {
return &EWMAStats{}
}
// Record 记录一次响应时间样本。
//
// 使用原子操作无锁更新 EWMA
// - 第一个样本直接设为当前值
// - 后续样本new_avg = alpha * new + (1 - alpha) * old
//
// 参数:
// - headerTime: 首字节时间
// - lastByteTime: 完整响应时间
func (e *EWMAStats) Record(headerTime, lastByteTime time.Duration) {
e.recordAtomic(&e.headerTime, headerTime)
e.recordAtomic(&e.lastByteTime, lastByteTime)
e.sampleCount.Add(1)
}
// recordAtomic 原子更新单个 EWMA 值
func (e *EWMAStats) recordAtomic(ptr *atomic.Int64, newValue time.Duration) {
newNano := newValue.Nanoseconds()
for {
old := ptr.Load()
if old == 0 {
// 首次记录,直接设置
if ptr.CompareAndSwap(0, newNano) {
return
}
continue
}
// EWMA: new = alpha * new + (1 - alpha) * old
// 使用定点数alphaScale = 300 (0.3)
// new_avg = (alpha * new + (1000 - alpha) * old) / 1000
updated := (defaultAlphaScale*newNano + (1000-defaultAlphaScale)*old) / 1000
if ptr.CompareAndSwap(old, updated) {
return
}
// CAS 失败,重试
}
}
// HeaderTime 返回首字节时间的 EWMA 值
func (e *EWMAStats) HeaderTime() time.Duration {
return time.Duration(e.headerTime.Load())
}
// LastByteTime 返回完整响应时间的 EWMA 值
func (e *EWMAStats) LastByteTime() time.Duration {
return time.Duration(e.lastByteTime.Load())
}
// SampleCount 返回已记录的样本数
func (e *EWMAStats) SampleCount() int64 {
return e.sampleCount.Load()
}
// Reset 重置统计器
func (e *EWMAStats) Reset() {
e.headerTime.Store(0)
e.lastByteTime.Store(0)
e.sampleCount.Store(0)
}
```
### Step 1.4: Run EWMA Test - Verify Passes
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestEWMAStats`
Expected: PASS (3 tests)
### Step 1.5: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/loadbalance/ewma.go internal/loadbalance/ewma_test.go
git commit -m "feat(loadbalance): add atomic EWMA statistics core
- Zero-lock atomic EWMA implementation using fixed-point arithmetic
- Supports header_time and last_byte_time tracking
- Concurrent-safe with CAS retry loop"
```
---
## Task 2: Least Time Balancer
**Files:**
- Create: `internal/loadbalance/least_time.go`
- Create: `internal/loadbalance/least_time_test.go`
### Step 2.1: Write LeastTime Failing Test
```go
package loadbalance
import (
"sync"
"testing"
"time"
)
func TestLeastTime_BasicSelect(t *testing.T) {
lt := NewLeastTime("last_byte", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://slow:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://fast:8080", 1, 0, 0, 0, false, false, ""),
}
// Record different response times
targets[0].Stats.Record(200*time.Millisecond, 400*time.Millisecond) // slow
targets[1].Stats.Record(50*time.Millisecond, 100*time.Millisecond) // fast
selected := lt.Select(targets)
if selected == nil {
t.Fatal("expected a target, got nil")
}
if selected.URL != "http://fast:8080" {
t.Errorf("selected = %s, want fast target", selected.URL)
}
}
func TestLeastTime_NoStats(t *testing.T) {
lt := NewLeastTime("last_byte", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://a:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://b:8080", 1, 0, 0, 0, false, false, ""),
}
// No stats recorded - should still select one (using default)
selected := lt.Select(targets)
if selected == nil {
t.Fatal("expected a target, got nil")
}
}
func TestLeastTime_HeaderMetric(t *testing.T) {
lt := NewLeastTime("header", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://slow:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://fast:8080", 1, 0, 0, 0, false, false, ""),
}
// Record: slow has worse header time but better last_byte time
targets[0].Stats.Record(200*time.Millisecond, 100*time.Millisecond)
targets[1].Stats.Record(50*time.Millisecond, 300*time.Millisecond)
selected := lt.Select(targets)
if selected == nil {
t.Fatal("expected a target, got nil")
}
// Should pick fast based on header_time
if selected.URL != "http://fast:8080" {
t.Errorf("selected = %s, want fast target based on header_time", selected.URL)
}
}
func TestLeastTime_SelectExcluding(t *testing.T) {
lt := NewLeastTime("last_byte", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://a:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://b:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://c:8080", 1, 0, 0, 0, false, false, ""),
}
targets[0].Stats.Record(10*time.Millisecond, 20*time.Millisecond)
targets[1].Stats.Record(30*time.Millisecond, 60*time.Millisecond)
targets[2].Stats.Record(50*time.Millisecond, 100*time.Millisecond)
// Exclude the fastest
excluded := []*Target{targets[0]}
selected := lt.SelectExcluding(targets, excluded)
if selected == nil {
t.Fatal("expected a target, got nil")
}
if selected.URL != "http://b:8080" {
t.Errorf("selected = %s, want second fastest", selected.URL)
}
}
func TestLeastTime_Concurrent(t *testing.T) {
lt := NewLeastTime("last_byte", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://a:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://b:8080", 1, 0, 0, 0, false, false, ""),
}
var wg sync.WaitGroup
// Concurrent recording
for i := 0; i < 50; i++ {
wg.Add(1)
go func() {
defer wg.Done()
for j := 0; j < 100; j++ {
targets[0].Stats.Record(time.Millisecond, 2*time.Millisecond)
targets[1].Stats.Record(2*time.Millisecond, 4*time.Millisecond)
}
}()
}
// Concurrent selecting
for i := 0; i < 50; i++ {
wg.Add(1)
go func() {
defer wg.Done()
for j := 0; j < 100; j++ {
lt.Select(targets)
}
}()
}
wg.Wait()
}
```
### Step 2.2: Run LeastTime Test - Verify Fails
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestLeastTime`
Expected: FAIL with "undefined: NewLeastTime"
### Step 2.3: Modify Target to Add Stats Field
File: `internal/loadbalance/balancer.go`
Find `type Target struct` definition and add Stats field:
```go
// Target 表示 HTTP 代理L7 层)的负载均衡后端服务器目标。
type Target struct {
resolvedIPs atomic.Pointer[[]string]
URL string
hostname string
VirtualHashes []uint64
Weight int
Connections int64
lastResolved atomic.Int64
hostnameOnce sync.Once
Healthy atomic.Bool
// Stats 响应时间统计(用于 least_time 算法)
Stats *EWMAStats
// ... rest of fields unchanged
```
Also update `NewTargetFromConfig` to initialize Stats:
```go
func NewTargetFromConfig(url string, weight int, maxConns int64, maxFails int64, failTimeout time.Duration, backup bool, down bool, proxyURI string) *Target {
t := &Target{
URL: url,
Weight: weight,
MaxConns: maxConns,
MaxFails: maxFails,
FailTimeout: failTimeout,
Backup: backup,
Down: down,
ProxyURI: proxyURI,
Stats: NewEWMAStats(), // 初始化统计器
}
t.initHostname()
if !down {
t.Healthy.Store(true)
}
return t
}
```
### Step 2.4: Implement LeastTime Balancer
```go
package loadbalance
import (
"sync/atomic"
"time"
)
// ResponseTimeRecorder 响应时间记录接口。
// 实现此接口的 balancer 可在请求完成后收到响应时间统计。
type ResponseTimeRecorder interface {
RecordResponseTime(target *Target, headerTime, lastByteTime time.Duration)
}
// LeastTime 基于响应时间 EWMA 的负载均衡器。
//
// 选择响应时间最短的健康目标。支持两种指标:
// - "header": 首字节时间(从发送请求到收到响应头)
// - "last_byte": 完整响应时间(从发送请求到收到完整响应)
type LeastTime struct {
metric string // "header" 或 "last_byte"
defaultTime time.Duration // 无统计样本时的默认值
}
// NewLeastTime 创建 Least Time 负载均衡器。
//
// 参数:
// - metric: 使用的指标,"header" 或 "last_byte"
// - defaultTime: 无统计样本时的默认响应时间(避免新节点被饿死)
func NewLeastTime(metric string, defaultTime time.Duration) *LeastTime {
if metric != "header" {
metric = "last_byte" // 默认使用 last_byte
}
if defaultTime <= 0 {
defaultTime = time.Millisecond // 默认 1ms
}
return &LeastTime{
metric: metric,
defaultTime: defaultTime,
}
}
// Select 选择响应时间最短的健康目标。
// 只考虑可用目标。如果没有可用目标则返回 nil。
func (l *LeastTime) Select(targets []*Target) *Target {
fc := acquireFilterContext()
defer releaseFilterContext(fc)
available := filterInto(fc, targets)
return l.selectFrom(available)
}
// SelectExcluding 选择响应时间最短的目标,排除指定的目标列表。
func (l *LeastTime) SelectExcluding(targets []*Target, excluded []*Target) *Target {
fc := acquireFilterContext()
defer releaseFilterContext(fc)
available := filterIntoExcluding(fc, targets, excluded)
return l.selectFrom(available)
}
// selectFrom 从可用目标列表中选择响应时间最短的
func (l *LeastTime) selectFrom(available []*Target) *Target {
if len(available) == 0 {
return nil
}
var selected *Target
var minTime int64 = -1
defaultNano := l.defaultTime.Nanoseconds()
for _, t := range available {
var currentTime int64
if t.Stats != nil {
if l.metric == "header" {
currentTime = t.Stats.headerTime.Load()
} else {
currentTime = t.Stats.lastByteTime.Load()
}
}
// 无统计样本时使用默认值
if currentTime == 0 {
currentTime = defaultNano
}
if selected == nil || currentTime < minTime {
selected = t
minTime = currentTime
}
}
return selected
}
// RecordResponseTime 记录目标响应时间(实现 ResponseTimeRecorder 接口)。
func (l *LeastTime) RecordResponseTime(target *Target, headerTime, lastByteTime time.Duration) {
if target != nil && target.Stats != nil {
target.Stats.Record(headerTime, lastByteTime)
}
}
// GetMetric 返回当前使用的指标
func (l *LeastTime) GetMetric() string {
return l.metric
}
var _ Balancer = (*LeastTime)(nil)
var _ ResponseTimeRecorder = (*LeastTime)(nil)
```
### Step 2.5: Run LeastTime Test - Verify Passes
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestLeastTime`
Expected: PASS (5 tests)
### Step 2.6: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/loadbalance/balancer.go internal/loadbalance/least_time.go internal/loadbalance/least_time_test.go
git commit -m "feat(loadbalance): implement Least Time balancer
- Add atomic EWMA Stats field to Target
- Implement LeastTime balancer with header_time and last_byte metrics
- Support Select and SelectExcluding with zero-lock design
- Add ResponseTimeRecorder interface for proxy integration"
```
---
## Task 3: Session Sticky Balancer
**Files:**
- Create: `internal/loadbalance/sticky_config.go`
- Create: `internal/loadbalance/sticky.go`
- Create: `internal/loadbalance/sticky_test.go`
### Step 3.1: Write StickyConfig Structure
```go
package loadbalance
import "time"
// StickyConfig Session Sticky 配置
type StickyConfig struct {
Enabled bool `yaml:"enabled"`
Name string `yaml:"name"` // cookie 名称
Expires time.Duration `yaml:"expires"` // session 有效期
Domain string `yaml:"domain"` // cookie domain
Path string `yaml:"path"` // cookie path
Secure bool `yaml:"secure"` // Secure flag
HttpOnly bool `yaml:"http_only"` // HttpOnly flag
SameSite string `yaml:"same_site"` // SameSite attribute
}
// DefaultStickyConfig 返回默认 Sticky 配置
func DefaultStickyConfig() StickyConfig {
return StickyConfig{
Name: "lolly_route",
Expires: time.Hour,
Path: "/",
HttpOnly: true,
SameSite: "Lax",
}
}
```
### Step 3.2: Write Sticky Test (Failing)
```go
package loadbalance
import (
"strings"
"sync"
"testing"
"time"
"github.com/valyala/fasthttp"
)
func TestStickySession_BasicRoute(t *testing.T) {
fallback := NewRoundRobin()
config := DefaultStickyConfig()
config.Expires = time.Hour
sticky := NewStickySession(config, fallback)
sticky.Start()
defer sticky.Stop()
targets := []*Target{
NewTargetFromConfig("http://backend1:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://backend2:8080", 1, 0, 0, 0, false, false, ""),
}
ctx := &fasthttp.RequestCtx{}
// First request - should set cookie
selected1 := sticky.Select(ctx, targets)
if selected1 == nil {
t.Fatal("expected a target, got nil")
}
// Check cookie was set
cookie := ctx.Response.Header.PeekCookie(config.Name)
if len(cookie) == 0 {
t.Fatal("expected cookie to be set")
}
// Second request with same cookie - should route to same target
ctx2 := &fasthttp.RequestCtx{}
ctx2.Request.Header.SetCookieBytesV(config.Name, extractCookieValue(cookie))
selected2 := sticky.Select(ctx2, targets)
if selected2 == nil {
t.Fatal("expected a target, got nil")
}
if selected2.URL != selected1.URL {
t.Errorf("sticky routing failed: got %s, want %s", selected2.URL, selected1.URL)
}
}
func TestStickySession_TargetUnavailable(t *testing.T) {
fallback := NewRoundRobin()
config := DefaultStickyConfig()
sticky := NewStickySession(config, fallback)
sticky.Start()
defer sticky.Stop()
targets := []*Target{
NewTargetFromConfig("http://backend1:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://backend2:8080", 1, 0, 0, 0, false, false, ""),
}
ctx := &fasthttp.RequestCtx{}
// First request
selected1 := sticky.Select(ctx, targets)
// Make target unavailable
selected1.Healthy.Store(false)
// Second request with cookie - should fallback to another target
ctx2 := &fasthttp.RequestCtx{}
cookie := ctx.Response.Header.PeekCookie(config.Name)
ctx2.Request.Header.SetCookieBytesV(config.Name, extractCookieValue(cookie))
selected2 := sticky.Select(ctx2, targets)
if selected2 == nil {
t.Fatal("expected a target after fallback, got nil")
}
if selected2.URL == selected1.URL {
t.Error("expected fallback to different target")
}
}
func TestStickySession_CookieEncodeDecode(t *testing.T) {
targetURL := "http://backend1:8080"
expires := time.Now().Add(time.Hour)
encoded := encodeStickyCookie(targetURL, expires)
decodedURL, decodedExpires, ok := decodeStickyCookie(encoded)
if !ok {
t.Fatal("decode failed")
}
if decodedURL != targetURL {
t.Errorf("url = %s, want %s", decodedURL, targetURL)
}
if decodedExpires.Unix() != expires.Unix() {
t.Errorf("expires mismatch")
}
}
func TestStickySession_Concurrent(t *testing.T) {
fallback := NewRoundRobin()
config := DefaultStickyConfig()
sticky := NewStickySession(config, fallback)
sticky.Start()
defer sticky.Stop()
targets := []*Target{
NewTargetFromConfig("http://backend1:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://backend2:8080", 1, 0, 0, 0, false, false, ""),
}
var wg sync.WaitGroup
for i := 0; i < 100; i++ {
wg.Add(1)
go func(id int) {
defer wg.Done()
ctx := &fasthttp.RequestCtx{}
sticky.Select(ctx, targets)
}(i)
}
wg.Wait()
}
// Helper to extract cookie value from Set-Cookie header
func extractCookieValue(cookieHeader []byte) []byte {
s := string(cookieHeader)
// Format: "name=value; ..."
parts := strings.SplitN(s, "=", 2)
if len(parts) != 2 {
return nil
}
valueParts := strings.SplitN(parts[1], ";", 2)
return []byte(valueParts[0])
}
```
### Step 3.3: Run Sticky Test - Verify Fails
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestStickySession`
Expected: FAIL with undefined functions
### Step 3.4: Implement StickySession
```go
package loadbalance
import (
"encoding/base64"
"strconv"
"strings"
"sync"
"sync/atomic"
"time"
"github.com/valyala/fasthttp"
)
const stickyShardCount = 256
// StickySession Cookie-based 会话保持负载均衡器。
//
// 使用 256 个分片锁降低锁冲突概率,支持 TTL 过期和后台清理。
type StickySession struct {
config StickyConfig
fallback Balancer
shards [stickyShardCount]*stickyShard
cleaner *time.Ticker
stopCh chan struct{}
started atomic.Bool
}
type stickyShard struct {
mu sync.RWMutex
sessions map[string]*stickyEntry
}
type stickyEntry struct {
targetURL string
expiresAt int64 // Unix 纳秒
}
// NewStickySession 创建 Session Sticky 负载均衡器。
//
// 参数:
// - config: Sticky 配置
// - fallback: 首次路由和目标失效时的 fallback 算法
func NewStickySession(config StickyConfig, fallback Balancer) *StickySession {
if fallback == nil {
fallback = NewRoundRobin()
}
s := &StickySession{
config: config,
fallback: fallback,
stopCh: make(chan struct{}),
}
for i := 0; i < stickyShardCount; i++ {
s.shards[i] = &stickyShard{
sessions: make(map[string]*stickyEntry),
}
}
return s
}
// Start 启动后台清理任务。
func (s *StickySession) Start() {
if s.started.Swap(true) {
return
}
s.cleaner = time.NewTicker(60 * time.Second)
go s.cleanupLoop()
}
// Stop 停止后台清理任务。
func (s *StickySession) Stop() {
if !s.started.Swap(false) {
return
}
close(s.stopCh)
}
// cleanupLoop 后台清理循环
func (s *StickySession) cleanupLoop() {
for {
select {
case <-s.cleaner.C:
s.cleanupExpired()
case <-s.stopCh:
return
}
}
}
// cleanupExpired 清理所有过期 session
func (s *StickySession) cleanupExpired() {
now := time.Now().UnixNano()
for _, shard := range s.shards {
shard.mu.Lock()
for key, entry := range shard.sessions {
if entry.expiresAt < now {
delete(shard.sessions, key)
}
}
shard.mu.Unlock()
}
}
// Select 根据 Cookie 选择目标。
//
// 1. 检查请求中的 sticky cookie
// 2. 如果存在且目标健康,路由到该目标
// 3. 如果不存在或目标不可用,使用 fallback 选择
// 4. 设置新的 Set-Cookie 响应头
func (s *StickySession) Select(ctx *fasthttp.RequestCtx, targets []*Target) *Target {
// 1. 检查现有 cookie
cookieValue := ctx.Request.Header.Cookie(s.config.Name)
if len(cookieValue) > 0 {
targetURL, expires, ok := decodeStickyCookie(string(cookieValue))
if ok && expires.After(time.Now()) {
// 查找目标是否可用
for _, t := range targets {
if t.URL == targetURL && t.IsAvailable() {
return t
}
}
// 目标不可用,删除 session
s.deleteSession(string(cookieValue))
}
}
// 2. 使用 fallback 选择
selected := s.fallback.Select(targets)
if selected == nil {
return nil
}
// 3. 种 cookie
s.setCookie(ctx, selected.URL)
// 4. 记录 session
s.recordSession(selected.URL)
return selected
}
// SelectExcluding 排除指定目标后选择。
func (s *StickySession) SelectExcluding(targets []*Target, excluded []*Target) *Target {
// Session Sticky 通常不用于 failover 场景,
// 但如果需要,可以先尝试 cookie不行再用 fallback.SelectExcluding
// 这里简化实现:使用 fallback 的 SelectExcluding
return s.fallback.SelectExcluding(targets, excluded)
}
// setCookie 设置 Set-Cookie 响应头
func (s *StickySession) setCookie(ctx *fasthttp.RequestCtx, targetURL string) {
expires := time.Now().Add(s.config.Expires)
cookieValue := encodeStickyCookie(targetURL, expires)
var cookie fasthttp.Cookie
cookie.SetKey(s.config.Name)
cookie.SetValue(cookieValue)
cookie.SetExpire(expires)
cookie.SetPath(s.config.Path)
if s.config.Domain != "" {
cookie.SetDomain(s.config.Domain)
}
if s.config.Secure {
cookie.SetSecure(true)
}
if s.config.HttpOnly {
cookie.SetHTTPOnly(true)
}
switch strings.ToLower(s.config.SameSite) {
case "strict":
cookie.SetSameSite(fasthttp.CookieSameSiteStrictMode)
case "none":
cookie.SetSameSite(fasthttp.CookieSameSiteNoneMode)
default:
cookie.SetSameSite(fasthttp.CookieSameSiteLaxMode)
}
ctx.Response.Header.SetCookie(&cookie)
}
// recordSession 记录 session 到路由表
func (s *StickySession) recordSession(targetURL string) {
cookieValue := encodeStickyCookie(targetURL, time.Now().Add(s.config.Expires))
shard := s.getShard(cookieValue)
shard.mu.Lock()
shard.sessions[cookieValue] = &stickyEntry{
targetURL: targetURL,
expiresAt: time.Now().Add(s.config.Expires).UnixNano(),
}
shard.mu.Unlock()
}
// deleteSession 删除 session
func (s *StickySession) deleteSession(cookieValue string) {
shard := s.getShard(cookieValue)
shard.mu.Lock()
delete(shard.sessions, cookieValue)
shard.mu.Unlock()
}
// getShard 根据 cookie 值计算分片索引
func (s *StickySession) getShard(cookieValue string) *stickyShard {
hash := fnvHash64a(cookieValue)
return s.shards[hash%stickyShardCount]
}
// encodeStickyCookie 编码路由信息到 cookie 值
// 格式: base64(target_url + "|" + expires_timestamp)
func encodeStickyCookie(targetURL string, expires time.Time) string {
raw := targetURL + "|" + strconv.FormatInt(expires.Unix(), 10)
return base64.URLEncoding.EncodeToString([]byte(raw))
}
// decodeStickyCookie 解码 cookie 值
func decodeStickyCookie(value string) (targetURL string, expires time.Time, ok bool) {
raw, err := base64.URLEncoding.DecodeString(value)
if err != nil {
return
}
parts := strings.Split(string(raw), "|")
if len(parts) != 2 {
return
}
ts, err := strconv.ParseInt(parts[1], 10, 64)
if err != nil {
return
}
return parts[0], time.Unix(ts, 0), true
}
var _ Balancer = (*StickySession)(nil)
```
### Step 3.5: Run Sticky Test - Verify Passes
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestStickySession`
Expected: PASS (4 tests)
### Step 3.6: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/loadbalance/sticky_config.go internal/loadbalance/sticky.go internal/loadbalance/sticky_test.go
git commit -m "feat(loadbalance): implement Session Sticky balancer
- Add 256-shard lock map for concurrent session routing
- Cookie-based session persistence with base64 encoding
- TTL expiration with background cleanup goroutine
- Support Secure, HttpOnly, SameSite cookie attributes
- Fallback to configured balancer when session target unavailable"
```
---
## Task 4: Configuration Integration
**Files:**
- Modify: `internal/loadbalance/algorithms.go`
- Modify: `internal/config/proxy_config.go`
- Modify: `internal/config/defaults.go`
- Modify: `internal/config/validate.go`
### Step 4.1: Add Algorithms to Valid List
File: `internal/loadbalance/algorithms.go`
```go
var validAlgorithms = []string{
"round_robin",
"weighted_round_robin",
"least_conn",
"ip_hash",
"consistent_hash",
"random",
"least_time",
"sticky",
}
```
### Step 4.2: Add Config Structures
File: `internal/config/proxy_config.go`
Add to existing ProxyConfig:
```go
// ProxyConfig 代理配置
type ProxyConfig struct {
// ... existing fields ...
// LeastTime 最小时间负载均衡配置
LeastTime LeastTimeConfig `yaml:"least_time"`
// Sticky Session Sticky 配置
Sticky StickyConfig `yaml:"sticky"`
}
// LeastTimeConfig 最小时间负载均衡配置
type LeastTimeConfig struct {
Metric string `yaml:"metric"` // "header" 或 "last_byte"
DefaultTime time.Duration `yaml:"default_time"` // 无样本时的默认时间
}
// StickyConfig Session Sticky 配置
type StickyConfig struct {
Enabled bool `yaml:"enabled"`
Name string `yaml:"name"`
Expires time.Duration `yaml:"expires"`
Domain string `yaml:"domain"`
Path string `yaml:"path"`
Secure bool `yaml:"secure"`
HttpOnly bool `yaml:"http_only"`
SameSite string `yaml:"same_site"`
FallbackAlgo string `yaml:"fallback_balance"` // fallback 算法
}
```
### Step 4.3: Update Defaults
File: `internal/config/defaults.go`
在生成默认配置的函数中添加注释(搜索 `load_balance:` 相关行并扩展):
```go
buf.WriteString(" # load_balance: round_robin # 负载均衡算法(有效值: round_robin, weighted_round_robin, least_conn, ip_hash, consistent_hash, random, least_time, sticky\n")
// 在 proxy 配置块后添加:
buf.WriteString(" # least_time: # 最小时间负载均衡配置\n")
buf.WriteString(" # metric: last_byte # 指标类型header: 首字节时间, last_byte: 完整响应时间)\n")
buf.WriteString(" # default_time: 1ms # 无统计样本时的默认响应时间\n")
buf.WriteString(" # sticky: # Session Sticky 配置\n")
buf.WriteString(" # enabled: false # 是否启用\n")
buf.WriteString(" # name: lolly_route # cookie 名称\n")
buf.WriteString(" # expires: 1h # session 有效期\n")
buf.WriteString(" # path: / # cookie 路径\n")
buf.WriteString(" # http_only: true # HttpOnly flag\n")
buf.WriteString(" # same_site: Lax # SameSite 属性\n")
buf.WriteString(" # fallback_balance: round_robin # fallback 算法\n")
```
### Step 4.4: Add Validation
File: `internal/config/validate.go`
在验证 ProxyConfig 的地方添加:
```go
// validate least_time config
if p.LoadBalance == "least_time" {
if p.LeastTime.Metric != "" && p.LeastTime.Metric != "header" && p.LeastTime.Metric != "last_byte" {
return fmt.Errorf("无效的 least_time metric: %s有效值: header, last_byte", p.LeastTime.Metric)
}
}
// validate sticky config
if p.LoadBalance == "sticky" {
if !p.Sticky.Enabled {
return fmt.Errorf("load_balance=sticky 时 sticky.enabled 必须为 true")
}
if p.Sticky.FallbackAlgo != "" && !loadbalance.IsValidAlgorithm(p.Sticky.FallbackAlgo) {
return fmt.Errorf("无效的 sticky fallback_balance: %s", p.Sticky.FallbackAlgo)
}
}
```
### Step 4.5: Run Config Tests
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/config -run TestValidate`
Expected: PASS (所有验证测试)
### Step 4.6: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/loadbalance/algorithms.go internal/config/proxy_config.go internal/config/defaults.go internal/config/validate.go
git commit -m "feat(config): add Least Time and Sticky configuration support
- Add least_time and sticky to valid algorithms list
- Add LeastTimeConfig and StickyConfig structures
- Update default config generation with new options
- Add configuration validation for new fields"
```
---
## Task 5: Proxy Integration
**Files:**
- Modify: `internal/proxy/proxy.go`
- Modify: `internal/proxy/target_selector.go`
### Step 5.1: Update createBalancer
File: `internal/proxy/proxy.go`
`createBalancerByName` 函数中添加:
```go
func createBalancerByName(name string, cfg *config.ProxyConfig) (loadbalance.Balancer, error) {
switch name {
// ... existing cases ...
case "least_time":
metric := cfg.LeastTime.Metric
if metric == "" {
metric = "last_byte"
}
defaultTime := cfg.LeastTime.DefaultTime
if defaultTime <= 0 {
defaultTime = time.Millisecond
}
return loadbalance.NewLeastTime(metric, defaultTime), nil
case "sticky":
stickyCfg := loadbalance.StickyConfig{
Enabled: cfg.Sticky.Enabled,
Name: cfg.Sticky.Name,
Expires: cfg.Sticky.Expires,
Domain: cfg.Sticky.Domain,
Path: cfg.Sticky.Path,
Secure: cfg.Sticky.Secure,
HttpOnly: cfg.Sticky.HttpOnly,
SameSite: cfg.Sticky.SameSite,
}
if stickyCfg.Name == "" {
stickyCfg.Name = "lolly_route"
}
if stickyCfg.Expires <= 0 {
stickyCfg.Expires = time.Hour
}
if stickyCfg.Path == "" {
stickyCfg.Path = "/"
}
fallbackAlgo := cfg.Sticky.FallbackAlgo
if fallbackAlgo == "" {
fallbackAlgo = "round_robin"
}
fallbackBalancer, err := createBalancerByName(fallbackAlgo, cfg)
if err != nil {
return nil, fmt.Errorf("sticky fallback balancer: %w", err)
}
sticky := loadbalance.NewStickySession(stickyCfg, fallbackBalancer)
sticky.Start()
return sticky, nil
// ... rest ...
}
}
```
### Step 5.2: Add Response Time Recording
在 Proxy 的请求处理流程中(找到请求完成后调用的地方,通常在 Do 或类似调用之后):
```go
// recordResponseTime 记录目标响应时间
func (p *Proxy) recordResponseTime(target *loadbalance.Target, startTime time.Time, headerReceived time.Time) {
if target == nil || target.Stats == nil {
return
}
headerTime := headerReceived.Sub(startTime)
lastByteTime := time.Since(startTime)
target.Stats.Record(headerTime, lastByteTime)
}
```
**注意:** 需要在实际发起请求的地方调用这个函数。通常是在 fasthttp HostClient.Do 调用后。
由于 proxy.go 文件较大且结构复杂,找到合适的插入点:
在 proxy.go 中找到执行请求的地方(通常有 `client.Do` 或类似的调用),在成功返回后添加:
```go
// 在请求完成后(例如 Do 调用之后)
if recorder, ok := p.balancer.(loadbalance.ResponseTimeRecorder); ok {
recorder.RecordResponseTime(target, headerTime, lastByteTime)
}
```
### Step 5.3: Update Target Selector for Sticky
File: `internal/proxy/target_selector.go`
修改 `selectByBalancer` 支持 StickySession
```go
func (p *Proxy) selectByBalancer(ctx *fasthttp.RequestCtx, targets []*loadbalance.Target) *loadbalance.Target {
p.mu.RLock()
balancer := p.balancer
p.mu.RUnlock()
// StickySession 需要请求上下文
if sticky, ok := balancer.(*loadbalance.StickySession); ok {
return sticky.Select(ctx, targets)
}
// ... existing IPHash and ConsistentHash handling ...
return balancer.Select(targets)
}
```
同样修改 `selectTargetExcluding`
```go
func (p *Proxy) selectTargetExcluding(ctx *fasthttp.RequestCtx, excluded []*loadbalance.Target) *loadbalance.Target {
// ... existing code ...
// StickySession 通常不用于 failover但如果是的话
if sticky, ok := balancer.(*loadbalance.StickySession); ok {
return sticky.SelectExcluding(targets, excluded)
}
// ... rest ...
}
```
### Step 5.4: Run Proxy Tests
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/proxy -run TestProxy`
Expected: PASS (现有测试不受影响)
### Step 5.5: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/proxy/proxy.go internal/proxy/target_selector.go
git commit -m "feat(proxy): integrate Least Time and Sticky balancers
- Add least_time and sticky to createBalancerByName
- Implement response time recording for Least Time
- Support StickySession in target selector with request context
- StickySession auto-starts when created"
```
---
## Task 6: Full Integration Test
**Files:**
- Modify: `internal/loadbalance/balancer_test.go` (add integration tests)
### Step 6.1: Add Integration Tests
```go
func TestBalancerIntegration_LeastTime(t *testing.T) {
targets := []*Target{
NewTargetFromConfig("http://slow:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://fast:8080", 1, 0, 0, 0, false, false, ""),
}
lt := NewLeastTime("last_byte", time.Millisecond)
// Simulate: slow target has 100ms avg, fast has 10ms avg
for i := 0; i < 10; i++ {
targets[0].Stats.Record(50*time.Millisecond, 100*time.Millisecond)
targets[1].Stats.Record(5*time.Millisecond, 10*time.Millisecond)
}
// Select 100 times, should mostly pick fast
fastCount := 0
for i := 0; i < 100; i++ {
selected := lt.Select(targets)
if selected.URL == "http://fast:8080" {
fastCount++
}
}
if fastCount < 80 {
t.Errorf("fast target selected %d/100 times, expected >80", fastCount)
}
}
func TestBalancerIntegration_StickyWithLeastTimeFallback(t *testing.T) {
fallback := NewLeastTime("last_byte", time.Millisecond)
config := StickyConfig{
Enabled: true,
Name: "test_route",
Expires: time.Hour,
Path: "/",
HttpOnly: true,
}
sticky := NewStickySession(config, fallback)
sticky.Start()
defer sticky.Stop()
targets := []*Target{
NewTargetFromConfig("http://backend1:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://backend2:8080", 1, 0, 0, 0, false, false, ""),
}
ctx := &fasthttp.RequestCtx{}
// First request
selected1 := sticky.Select(ctx, targets)
if selected1 == nil {
t.Fatal("expected a target")
}
// Verify cookie set
cookie := ctx.Response.Header.PeekCookie("test_route")
if len(cookie) == 0 {
t.Fatal("expected cookie")
}
// Make selected1 unhealthy
selected1.Healthy.Store(false)
// Second request with cookie should fallback
ctx2 := &fasthttp.RequestCtx{}
ctx2.Request.Header.SetCookieBytesV("test_route", extractCookieValue(cookie))
selected2 := sticky.Select(ctx2, targets)
if selected2 == nil {
t.Fatal("expected fallback target")
}
if selected2.URL == selected1.URL {
t.Error("expected different target after fallback")
}
}
```
### Step 6.2: Run Integration Tests
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance -run TestBalancerIntegration`
Expected: PASS (2 tests)
### Step 6.3: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/loadbalance/balancer_test.go
git commit -m "test(loadbalance): add integration tests for Least Time and Sticky
- Verify Least Time picks faster target consistently
- Verify Sticky fallback when target becomes unhealthy
- Test cookie encoding and session persistence"
```
---
## Task 7: Benchmark Tests
**Files:**
- Create: `internal/loadbalance/least_time_bench_test.go`
- Create: `internal/loadbalance/sticky_bench_test.go`
### Step 7.1: Least Time Benchmark
```go
package loadbalance
import (
"sync"
"testing"
"time"
)
func BenchmarkLeastTime_Select(b *testing.B) {
lt := NewLeastTime("last_byte", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://a:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://b:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://c:8080", 1, 0, 0, 0, false, false, ""),
}
// Pre-populate stats
for _, t := range targets {
t.Stats.Record(10*time.Millisecond, 20*time.Millisecond)
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
lt.Select(targets)
}
}
func BenchmarkLeastTime_Record(b *testing.B) {
stats := NewEWMAStats()
b.ResetTimer()
for i := 0; i < b.N; i++ {
stats.Record(10*time.Millisecond, 20*time.Millisecond)
}
}
func BenchmarkLeastTime_Concurrent(b *testing.B) {
lt := NewLeastTime("last_byte", time.Millisecond)
targets := []*Target{
NewTargetFromConfig("http://a:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://b:8080", 1, 0, 0, 0, false, false, ""),
}
b.RunParallel(func(pb *testing.PB) {
for pb.Next() {
lt.Select(targets)
}
})
}
```
### Step 7.2: Sticky Benchmark
```go
package loadbalance
import (
"testing"
"github.com/valyala/fasthttp"
)
func BenchmarkStickySession_Select(b *testing.B) {
fallback := NewRoundRobin()
config := DefaultStickyConfig()
sticky := NewStickySession(config, fallback)
sticky.Start()
defer sticky.Stop()
targets := []*Target{
NewTargetFromConfig("http://backend1:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://backend2:8080", 1, 0, 0, 0, false, false, ""),
}
// Pre-populate a cookie
ctx := &fasthttp.RequestCtx{}
sticky.Select(ctx, targets)
cookie := ctx.Response.Header.PeekCookie(config.Name)
b.ResetTimer()
for i := 0; i < b.N; i++ {
ctx := &fasthttp.RequestCtx{}
ctx.Request.Header.SetCookieBytesV(config.Name, extractCookieValue(cookie))
sticky.Select(ctx, targets)
}
}
func BenchmarkStickySession_SelectNew(b *testing.B) {
fallback := NewRoundRobin()
config := DefaultStickyConfig()
sticky := NewStickySession(config, fallback)
sticky.Start()
defer sticky.Stop()
targets := []*Target{
NewTargetFromConfig("http://backend1:8080", 1, 0, 0, 0, false, false, ""),
NewTargetFromConfig("http://backend2:8080", 1, 0, 0, 0, false, false, ""),
}
b.ResetTimer()
for i := 0; i < b.N; i++ {
ctx := &fasthttp.RequestCtx{}
sticky.Select(ctx, targets)
}
}
```
### Step 7.3: Run Benchmarks
Run: `cd /home/xfy/Developer/lolly && go test -bench=. -benchmem ./internal/loadbalance -run=^$`
Expected: 显示性能数据
### Step 7.4: Commit
```bash
cd /home/xfy/Developer/lolly
git add internal/loadbalance/least_time_bench_test.go internal/loadbalance/sticky_bench_test.go
git commit -m "perf(loadbalance): add benchmarks for Least Time and Sticky
- Benchmark Select and Record operations
- Concurrent benchmark for realistic load testing
- Baseline for future performance optimization"
```
---
## Task 8: Final Verification
### Step 8.1: Run All Loadbalance Tests
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/loadbalance`
Expected: ALL PASS
### Step 8.2: Run All Config Tests
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/config`
Expected: ALL PASS
### Step 8.3: Run All Proxy Tests
Run: `cd /home/xfy/Developer/lolly && go test -v ./internal/proxy`
Expected: ALL PASS
### Step 8.4: Build
Run: `cd /home/xfy/Developer/lolly && go build ./...`
Expected: SUCCESS (no errors)
### Step 8.5: Final Commit
```bash
cd /home/xfy/Developer/lolly
git log --oneline -10
```
---
## Spec Coverage Checklist
| Spec Requirement | Plan Task |
|------------------|-----------|
| Least Time with EWMA | Task 1 + 2 |
| header_time metric | Task 2 (NewLeastTime parameter) |
| last_byte_time metric | Task 2 (NewLeastTime parameter) |
| Session Sticky cookie | Task 3 |
| 256-shard lock map | Task 3 (stickyShard) |
| Cookie encoding | Task 3 (encodeStickyCookie) |
| TTL expiration | Task 3 (stickyEntry.expiresAt) |
| Background cleanup | Task 3 (cleanupLoop) |
| Fallback algorithm | Task 3 (fallback balancer) |
| Configuration integration | Task 4 |
| Proxy integration | Task 5 |
| Response time recording | Task 5 |
| Zero-lock design | Task 1 (atomic EWMA) |
| Zero-allocation | Task 1 + 2 (no heap alloc in hot path) |
| Concurrent safety | All tasks (atomic + locks) |
---
## Placeholder Scan
- No "TBD" or "TODO" in any task
- No "implement later" or "fill in details"
- All code blocks contain complete implementation
- All test commands include expected output
- All file paths are exact
---
## Type Consistency Check
- `EWMAStats.Record(headerTime, lastByteTime time.Duration)` - consistent
- `LeastTime.Select(targets)` returns `*Target` - consistent with Balancer interface
- `StickySession.Select(ctx, targets)` - consistent with extended usage
- `ResponseTimeRecorder.RecordResponseTime(target, headerTime, lastByteTime)` - consistent
---
## Execution Handoff
**Plan complete and saved to `docs/superpowers/plans/2026-06-08-loadbalance-enhancement.md`.**
Two execution options:
**1. Subagent-Driven (recommended)** - Dispatch a fresh subagent per task, review between tasks, fast iteration
**2. Inline Execution** - Execute tasks in this session using executing-plans, batch execution with checkpoints
**Which approach?**