初始化导入 new-api 源码
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OpenClaw Task Bot
265
model/channel_cache.go
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265
model/channel_cache.go
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package model
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import (
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"errors"
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"fmt"
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"math/rand"
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"sort"
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"strings"
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"sync"
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"time"
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"github.com/QuantumNous/new-api/common"
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"github.com/QuantumNous/new-api/constant"
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"github.com/QuantumNous/new-api/setting/ratio_setting"
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)
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var group2model2channels map[string]map[string][]int // enabled channel
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var channelsIDM map[int]*Channel // all channels include disabled
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var channelSyncLock sync.RWMutex
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func InitChannelCache() {
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if !common.MemoryCacheEnabled {
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return
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}
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newChannelId2channel := make(map[int]*Channel)
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var channels []*Channel
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DB.Find(&channels)
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for _, channel := range channels {
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newChannelId2channel[channel.Id] = channel
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}
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var abilities []*Ability
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DB.Find(&abilities)
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groups := make(map[string]bool)
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for _, ability := range abilities {
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groups[ability.Group] = true
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}
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newGroup2model2channels := make(map[string]map[string][]int)
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for group := range groups {
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newGroup2model2channels[group] = make(map[string][]int)
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}
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for _, channel := range channels {
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if channel.Status != common.ChannelStatusEnabled {
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continue // skip disabled channels
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}
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groups := strings.Split(channel.Group, ",")
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for _, group := range groups {
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models := strings.Split(channel.Models, ",")
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for _, model := range models {
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if _, ok := newGroup2model2channels[group][model]; !ok {
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newGroup2model2channels[group][model] = make([]int, 0)
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}
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newGroup2model2channels[group][model] = append(newGroup2model2channels[group][model], channel.Id)
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}
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}
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}
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// sort by priority
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for group, model2channels := range newGroup2model2channels {
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for model, channels := range model2channels {
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sort.Slice(channels, func(i, j int) bool {
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return newChannelId2channel[channels[i]].GetPriority() > newChannelId2channel[channels[j]].GetPriority()
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})
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newGroup2model2channels[group][model] = channels
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}
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}
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channelSyncLock.Lock()
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group2model2channels = newGroup2model2channels
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//channelsIDM = newChannelId2channel
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for i, channel := range newChannelId2channel {
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if channel.ChannelInfo.IsMultiKey {
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channel.Keys = channel.GetKeys()
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if channel.ChannelInfo.MultiKeyMode == constant.MultiKeyModePolling {
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if oldChannel, ok := channelsIDM[i]; ok {
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// 存在旧的渠道，如果是多key且轮询，保留轮询索引信息
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if oldChannel.ChannelInfo.IsMultiKey && oldChannel.ChannelInfo.MultiKeyMode == constant.MultiKeyModePolling {
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channel.ChannelInfo.MultiKeyPollingIndex = oldChannel.ChannelInfo.MultiKeyPollingIndex
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}
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}
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}
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}
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}
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channelsIDM = newChannelId2channel
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channelSyncLock.Unlock()
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common.SysLog("channels synced from database")
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}
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func SyncChannelCache(frequency int) {
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for {
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time.Sleep(time.Duration(frequency) * time.Second)
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common.SysLog("syncing channels from database")
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InitChannelCache()
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}
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}
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func GetRandomSatisfiedChannel(group string, model string, retry int) (*Channel, error) {
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// if memory cache is disabled, get channel directly from database
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if !common.MemoryCacheEnabled {
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return GetChannel(group, model, retry)
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}
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channelSyncLock.RLock()
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defer channelSyncLock.RUnlock()
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// First, try to find channels with the exact model name.
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channels := group2model2channels[group][model]
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// If no channels found, try to find channels with the normalized model name.
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if len(channels) == 0 {
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normalizedModel := ratio_setting.FormatMatchingModelName(model)
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channels = group2model2channels[group][normalizedModel]
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}
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if len(channels) == 0 {
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return nil, nil
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}
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if len(channels) == 1 {
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if channel, ok := channelsIDM[channels[0]]; ok {
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return channel, nil
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}
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return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channels[0])
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}
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uniquePriorities := make(map[int]bool)
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for _, channelId := range channels {
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if channel, ok := channelsIDM[channelId]; ok {
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uniquePriorities[int(channel.GetPriority())] = true
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} else {
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return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channelId)
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}
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}
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var sortedUniquePriorities []int
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for priority := range uniquePriorities {
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sortedUniquePriorities = append(sortedUniquePriorities, priority)
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}
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sort.Sort(sort.Reverse(sort.IntSlice(sortedUniquePriorities)))
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if retry >= len(uniquePriorities) {
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retry = len(uniquePriorities) - 1
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}
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targetPriority := int64(sortedUniquePriorities[retry])
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// get the priority for the given retry number
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var sumWeight = 0
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var targetChannels []*Channel
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for _, channelId := range channels {
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if channel, ok := channelsIDM[channelId]; ok {
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if channel.GetPriority() == targetPriority {
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sumWeight += channel.GetWeight()
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targetChannels = append(targetChannels, channel)
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}
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} else {
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return nil, fmt.Errorf("数据库一致性错误，渠道# %d 不存在，请联系管理员修复", channelId)
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}
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}
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if len(targetChannels) == 0 {
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return nil, errors.New(fmt.Sprintf("no channel found, group: %s, model: %s, priority: %d", group, model, targetPriority))
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}
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// smoothing factor and adjustment
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smoothingFactor := 1
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smoothingAdjustment := 0
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if sumWeight == 0 {
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// when all channels have weight 0, set sumWeight to the number of channels and set smoothing adjustment to 100
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// each channel's effective weight = 100
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sumWeight = len(targetChannels) * 100
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smoothingAdjustment = 100
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} else if sumWeight/len(targetChannels) < 10 {
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// when the average weight is less than 10, set smoothing factor to 100
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smoothingFactor = 100
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}
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// Calculate the total weight of all channels up to endIdx
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totalWeight := sumWeight * smoothingFactor
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// Generate a random value in the range [0, totalWeight)
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randomWeight := rand.Intn(totalWeight)
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// Find a channel based on its weight
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for _, channel := range targetChannels {
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randomWeight -= channel.GetWeight()*smoothingFactor + smoothingAdjustment
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if randomWeight < 0 {
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return channel, nil
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}
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}
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// return null if no channel is not found
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return nil, errors.New("channel not found")
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}
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func CacheGetChannel(id int) (*Channel, error) {
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if !common.MemoryCacheEnabled {
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return GetChannelById(id, true)
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}
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channelSyncLock.RLock()
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defer channelSyncLock.RUnlock()
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c, ok := channelsIDM[id]
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if !ok {
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return nil, fmt.Errorf("渠道# %d，已不存在", id)
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}
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return c, nil
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}
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func CacheGetChannelInfo(id int) (*ChannelInfo, error) {
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if !common.MemoryCacheEnabled {
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channel, err := GetChannelById(id, true)
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if err != nil {
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return nil, err
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}
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return &channel.ChannelInfo, nil
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}
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channelSyncLock.RLock()
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defer channelSyncLock.RUnlock()
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c, ok := channelsIDM[id]
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if !ok {
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return nil, fmt.Errorf("渠道# %d，已不存在", id)
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}
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return &c.ChannelInfo, nil
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}
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func CacheUpdateChannelStatus(id int, status int) {
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if !common.MemoryCacheEnabled {
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return
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}
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channelSyncLock.Lock()
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defer channelSyncLock.Unlock()
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if channel, ok := channelsIDM[id]; ok {
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channel.Status = status
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}
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if status != common.ChannelStatusEnabled {
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// delete the channel from group2model2channels
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for group, model2channels := range group2model2channels {
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for model, channels := range model2channels {
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for i, channelId := range channels {
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if channelId == id {
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// remove the channel from the slice
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group2model2channels[group][model] = append(channels[:i], channels[i+1:]...)
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break
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}
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}
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}
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}
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}
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}
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func CacheUpdateChannel(channel *Channel) {
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if !common.MemoryCacheEnabled {
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return
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}
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channelSyncLock.Lock()
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defer channelSyncLock.Unlock()
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if channel == nil {
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return
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}
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println("CacheUpdateChannel:", channel.Id, channel.Name, channel.Status, channel.ChannelInfo.MultiKeyPollingIndex)
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println("before:", channelsIDM[channel.Id].ChannelInfo.MultiKeyPollingIndex)
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channelsIDM[channel.Id] = channel
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println("after :", channelsIDM[channel.Id].ChannelInfo.MultiKeyPollingIndex)
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}
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