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https://github.com/alibaba/higress.git
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feat(ai-load-balancer): enhance global least request load balancer (#3255)
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@@ -16,40 +16,91 @@ import (
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)
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const (
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RedisKeyFormat = "higress:global_least_request_table:%s:%s"
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RedisLua = `local seed = KEYS[1]
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RedisKeyFormat = "higress:global_least_request_table:%s:%s"
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RedisLastCleanKeyFormat = "higress:global_least_request_table:last_clean_time:%s:%s"
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RedisLua = `local seed = tonumber(KEYS[1])
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local hset_key = KEYS[2]
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local current_target = KEYS[3]
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local current_count = 0
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local last_clean_key = KEYS[3]
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local clean_interval = tonumber(KEYS[4])
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local current_target = KEYS[5]
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local healthy_count = tonumber(KEYS[6])
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local enable_detail_log = KEYS[7]
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math.randomseed(seed)
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local function randomBool()
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return math.random() >= 0.5
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end
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-- 1. Selection
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local current_count = 0
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local same_count_hits = 0
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if redis.call('HEXISTS', hset_key, current_target) == 1 then
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current_count = redis.call('HGET', hset_key, current_target)
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for i = 4, #KEYS do
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if redis.call('HEXISTS', hset_key, KEYS[i]) == 1 then
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local count = redis.call('HGET', hset_key, KEYS[i])
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if tonumber(count) < tonumber(current_count) then
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current_target = KEYS[i]
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current_count = count
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elseif count == current_count and randomBool() then
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current_target = KEYS[i]
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end
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end
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end
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for i = 8, 8 + healthy_count - 1 do
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local host = KEYS[i]
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local count = 0
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local val = redis.call('HGET', hset_key, host)
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if val then
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count = tonumber(val) or 0
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end
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if same_count_hits == 0 or count < current_count then
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current_target = host
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current_count = count
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same_count_hits = 1
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elseif count == current_count then
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same_count_hits = same_count_hits + 1
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if math.random(same_count_hits) == 1 then
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current_target = host
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end
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end
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end
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redis.call("HINCRBY", hset_key, current_target, 1)
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local new_count = redis.call("HGET", hset_key, current_target)
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return current_target`
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-- Collect host counts for logging
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local host_details = {}
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if enable_detail_log == "1" then
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local fields = {}
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for i = 8, #KEYS do
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table.insert(fields, KEYS[i])
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end
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if #fields > 0 then
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local values = redis.call('HMGET', hset_key, (table.unpack or unpack)(fields))
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for i, val in ipairs(values) do
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table.insert(host_details, fields[i])
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table.insert(host_details, tostring(val or 0))
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end
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end
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end
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-- 2. Cleanup
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local current_time = math.floor(seed / 1000000)
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local last_clean_time = tonumber(redis.call('GET', last_clean_key) or 0)
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if current_time - last_clean_time >= clean_interval then
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local all_keys = redis.call('HKEYS', hset_key)
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if #all_keys > 0 then
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-- Create a lookup table for current hosts (from index 8 onwards)
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local current_hosts = {}
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for i = 8, #KEYS do
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current_hosts[KEYS[i]] = true
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end
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-- Remove keys not in current hosts
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for _, host in ipairs(all_keys) do
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if not current_hosts[host] then
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redis.call('HDEL', hset_key, host)
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end
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end
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end
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redis.call('SET', last_clean_key, current_time)
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end
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return {current_target, new_count, host_details}`
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)
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type GlobalLeastRequestLoadBalancer struct {
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redisClient wrapper.RedisClient
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redisClient wrapper.RedisClient
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maxRequestCount int64
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cleanInterval int64 // seconds
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enableDetailLog bool
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}
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func NewGlobalLeastRequestLoadBalancer(json gjson.Result) (GlobalLeastRequestLoadBalancer, error) {
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@@ -72,6 +123,18 @@ func NewGlobalLeastRequestLoadBalancer(json gjson.Result) (GlobalLeastRequestLoa
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}
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// database default is 0
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database := json.Get("database").Int()
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lb.maxRequestCount = json.Get("maxRequestCount").Int()
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lb.cleanInterval = json.Get("cleanInterval").Int()
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if lb.cleanInterval == 0 {
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lb.cleanInterval = 60 * 60 // default 60 minutes
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} else {
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lb.cleanInterval = lb.cleanInterval * 60 // convert minutes to seconds
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}
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lb.enableDetailLog = true
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if val := json.Get("enableDetailLog"); val.Exists() {
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lb.enableDetailLog = val.Bool()
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}
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log.Infof("redis client init, serviceFQDN: %s, servicePort: %d, timeout: %d, database: %d, maxRequestCount: %d, cleanInterval: %d minutes, enableDetailLog: %v", serviceFQDN, servicePort, timeout, database, lb.maxRequestCount, lb.cleanInterval/60, lb.enableDetailLog)
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return lb, lb.redisClient.Init(username, password, int64(timeout), wrapper.WithDataBase(int(database)))
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}
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@@ -100,9 +163,11 @@ func (lb GlobalLeastRequestLoadBalancer) HandleHttpRequestBody(ctx wrapper.HttpC
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ctx.SetContext("error", true)
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return types.ActionContinue
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}
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allHostMap := make(map[string]struct{})
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// Only healthy host can be selected
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healthyHostArray := []string{}
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for _, hostInfo := range hostInfos {
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allHostMap[hostInfo[0]] = struct{}{}
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if gjson.Get(hostInfo[1], "health_status").String() == "Healthy" {
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healthyHostArray = append(healthyHostArray, hostInfo[0])
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}
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@@ -113,10 +178,37 @@ func (lb GlobalLeastRequestLoadBalancer) HandleHttpRequestBody(ctx wrapper.HttpC
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}
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randomIndex := rand.Intn(len(healthyHostArray))
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hostSelected := healthyHostArray[randomIndex]
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keys := []interface{}{time.Now().UnixMicro(), fmt.Sprintf(RedisKeyFormat, routeName, clusterName), hostSelected}
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// KEYS structure: [seed, hset_key, last_clean_key, clean_interval, host_selected, healthy_count, ...healthy_hosts, enableDetailLog, ...unhealthy_hosts]
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keys := []interface{}{
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time.Now().UnixMicro(),
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fmt.Sprintf(RedisKeyFormat, routeName, clusterName),
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fmt.Sprintf(RedisLastCleanKeyFormat, routeName, clusterName),
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lb.cleanInterval,
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hostSelected,
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len(healthyHostArray),
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"0",
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}
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if lb.enableDetailLog {
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keys[6] = "1"
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}
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for _, v := range healthyHostArray {
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keys = append(keys, v)
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}
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// Append unhealthy hosts (those in allHostMap but not in healthyHostArray)
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for host := range allHostMap {
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isHealthy := false
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for _, hh := range healthyHostArray {
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if host == hh {
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isHealthy = true
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break
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}
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}
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if !isHealthy {
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keys = append(keys, host)
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}
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}
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err = lb.redisClient.Eval(RedisLua, len(keys), keys, []interface{}{}, func(response resp.Value) {
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if err := response.Error(); err != nil {
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log.Errorf("HGetAll failed: %+v", err)
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@@ -124,17 +216,54 @@ func (lb GlobalLeastRequestLoadBalancer) HandleHttpRequestBody(ctx wrapper.HttpC
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proxywasm.ResumeHttpRequest()
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return
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}
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hostSelected = response.String()
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valArray := response.Array()
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if len(valArray) < 2 {
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log.Errorf("redis eval lua result format error, expect at least [host, count], got: %+v", valArray)
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ctx.SetContext("error", true)
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proxywasm.ResumeHttpRequest()
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return
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}
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hostSelected = valArray[0].String()
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currentCount := valArray[1].Integer()
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// detail log
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if lb.enableDetailLog && len(valArray) >= 3 {
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detailLogStr := "host and count: "
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details := valArray[2].Array()
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for i := 0; i+1 < len(details); i += 2 {
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h := details[i].String()
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c := details[i+1].String()
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detailLogStr += fmt.Sprintf("{%s: %s}, ", h, c)
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}
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log.Debugf("host_selected: %s + 1, %s", hostSelected, detailLogStr)
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}
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// check rate limit
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if !lb.checkRateLimit(hostSelected, int64(currentCount), ctx, routeName, clusterName) {
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ctx.SetContext("error", true)
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log.Warnf("host_selected: %s, current_count: %d, exceed max request limit %d", hostSelected, currentCount, lb.maxRequestCount)
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// return 429
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proxywasm.SendHttpResponse(429, [][2]string{}, []byte("Exceeded maximum request limit from ai-load-balancer."), -1)
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ctx.DontReadResponseBody()
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return
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}
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if err := proxywasm.SetUpstreamOverrideHost([]byte(hostSelected)); err != nil {
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ctx.SetContext("error", true)
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log.Errorf("override upstream host failed, fallback to default lb policy, error informations: %+v", err)
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proxywasm.ResumeHttpRequest()
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return
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}
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log.Debugf("host_selected: %s", hostSelected)
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// finally resume the request
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ctx.SetContext("host_selected", hostSelected)
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proxywasm.ResumeHttpRequest()
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})
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if err != nil {
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ctx.SetContext("error", true)
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log.Errorf("redis eval failed, fallback to default lb policy, error informations: %+v", err)
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return types.ActionContinue
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}
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return types.ActionPause
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@@ -161,7 +290,10 @@ func (lb GlobalLeastRequestLoadBalancer) HandleHttpStreamDone(ctx wrapper.HttpCo
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if host_selected == "" {
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log.Errorf("get host_selected failed")
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} else {
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lb.redisClient.HIncrBy(fmt.Sprintf(RedisKeyFormat, routeName, clusterName), host_selected, -1, nil)
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err := lb.redisClient.HIncrBy(fmt.Sprintf(RedisKeyFormat, routeName, clusterName), host_selected, -1, nil)
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if err != nil {
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log.Errorf("host_selected: %s - 1, failed to update count from redis: %v", host_selected, err)
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}
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}
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}
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}
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