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- package main
- import (
- "encoding/json"
- "fmt"
- "io"
- "io/ioutil"
- "log"
- "math"
- "net"
- "os"
- "os/exec"
- "strconv"
- "strings"
- "sync"
- "time"
- // "github.com/go-echarts/go-echarts/v2/charts"
- // "github.com/go-echarts/go-echarts/v2/opts"
- // "github.com/go-echarts/go-echarts/v2/types"
- "github.com/go-echarts/go-echarts/v2/charts"
- "github.com/go-echarts/go-echarts/v2/opts"
- "github.com/go-echarts/go-echarts/v2/types"
- "github.com/gomodule/redigo/redis"
- )
- var channelSize int
- var connID int
- type Rec struct {
- Megred_Timestamp []string
- Merged_Hashtags []string
- Megred_User_Id string
- Megred_Ip string
- Cover_Msg string
- }
- var arrival_phase_start_list []int
- var arrival_phase_start_list_lock sync.Mutex
- var arrival_phase_number_list []int
- var arrival_phase_number_list_lock sync.Mutex
- var average_arrival_length []int
- var Status sync.Map
- var NameList []string
- var NameList_Append_Lock sync.Mutex
- var Batch_List []string
- var Batch_List_Append_Lock sync.Mutex
- var Batch_list_threshold int
- var putInChannel chan string
- var receive_wg sync.WaitGroup
- var peocessConn_wg sync.WaitGroup
- var uid_channel chan string
- var uip_channel chan string
- var db14_agentqueue_key chan string
- var db14_agentqueue_val chan string
- var db14_agentqueue_Lock sync.Mutex
- var db13_learning_key chan string
- var db13_learning_val chan int
- var db13_learning_Lock sync.Mutex
- var db12_online_key chan string
- var db12_online_val chan string
- var db12_online_Lock sync.Mutex
- var online_msg_number int
- var online_msg_number_empty int
- var online_msg_in_each_group_in_each_round map[int][]int
- var group_size_in_each_round map[int][]int
- var online_msg_in_each_group_in_each_round_middle_wg sync.Mutex
- var online_msg_in_each_group_in_each_round_middle []int
- var user_group_hashmap map[string]int
- var sendDBToReceiver chan string
- var cleanDBToReceiver_wg sync.WaitGroup
- var sendDBToReceiver_lock sync.Mutex
- var cov_rec int
- var real_rec int
- var cov_lock sync.Mutex
- var real_lock sync.Mutex
- var packetLength int
- var total_cover int
- var total_cover_lock sync.Mutex
- var groupSet_Number int
- var number_group_hashmap map[int]*Group
- type Group struct {
- Group_Id int
- Group_User_List []string
- Group_Size int
- Group_Size_copy int
- Group_Active_Threshold int
- Group_active bool
- Group_low_frequence bool
- Group_start_round int
- Group_online_sum_length int
- Group_delay_duration_sum time.Duration
- Group_outlier_flag bool
- Group_send_times int
- Group_sleep_times int
- Group_cover int
- Group_delay_in_each_round []time.Duration
- }
- var group_list []*Group
- func receive(c net.Conn) {
- defer receive_wg.Done()
- for {
- a, ok_return := <-putInChannel
- if !ok_return {
- return
- }
- mid := []byte(a)
- length := 0
- if a == "" {
- continue
- }
- for i := len(a) - 1; ; i-- {
- if i < 0 {
- log.Println("err,a=", a, "len(a)=", len(a), "len(mid)=", len(mid), "mid=", mid)
- }
- if mid[i] == 125 { //125=}
- length = i
- break
- }
- }
- mid = mid[:length+1]
- var stru map[string]interface{}
- err_unmarshal := json.Unmarshal(mid, &stru)
- if err_unmarshal != nil {
- log.Println("json,err_unmarshal=", err_unmarshal, "len(mid=)", len(mid), "len(a)=", len(a))
- }
- var structure Rec
- //1,time
- times, err_time := redis.Strings(stru["Megred_Timestamp"], nil)
- if err_time != nil {
- log.Println("err_time", err_time, "a=", a)
- }
- structure.Megred_Timestamp = times
- //2,msg
- msgs, err_msgs := redis.Strings(stru["Megred_Hashtags"], nil)
- if err_msgs != nil {
- log.Println("err_msgs", err_msgs, "a", a)
- }
- structure.Merged_Hashtags = msgs
- //3,uid
- uid, err_uid := redis.String(stru["Megred_User_Id"], nil)
- if err_uid != nil {
- log.Println("err_uid", err_uid, "a", a)
- }
- structure.Megred_User_Id = uid
- //4,ip
- ip, err_ip := redis.String(stru["Megred_Ip"], nil)
- if err_ip != nil {
- log.Println("err_ip", err_ip, "a", a)
- }
- structure.Megred_Ip = ip
- //5.cover
- cov, err_cover := redis.String(stru["Cover_Msg"], nil)
- if err_cover != nil {
- log.Println("err_cover", err_cover)
- break
- }
- structure.Cover_Msg = cov
- //different status,sifferent db(process workflow)
- //1,put into db14
- staa, ok := Status.Load(structure.Megred_User_Id)
- if !ok {
- if structure.Megred_User_Id == "" {
- continue
- }
- Status.Store(structure.Megred_User_Id, 0)
- NameList_Append_Lock.Lock()
- NameList = append(NameList, structure.Megred_User_Id)
- NameList_Append_Lock.Unlock()
- Batch_List_Append_Lock.Lock()
- Batch_List = append(Batch_List, structure.Megred_User_Id)
- Batch_List_Append_Lock.Unlock()
- db14_agentqueue_Lock.Lock()
- db14_agentqueue_key <- structure.Megred_User_Id
- db14_agentqueue_val <- a
- db14_agentqueue_Lock.Unlock()
- arrival_phase_start_list_lock.Lock()
- arrival_phase_start_list = append(arrival_phase_start_list, round)
- arrival_phase_start_list_lock.Unlock()
- continue
- } else {
- //a,arrival
- if staa == 0 {
- db14_agentqueue_Lock.Lock()
- db14_agentqueue_key <- structure.Megred_User_Id
- db14_agentqueue_val <- a
- db14_agentqueue_Lock.Unlock()
- continue
- }
- //b,learning
- if staa == 1 {
- if structure.Cover_Msg == "yes" {
- db13_learning_Lock.Lock()
- db13_learning_key <- structure.Megred_User_Id
- db13_learning_val <- 0
- db13_learning_Lock.Unlock()
- cov_lock.Lock()
- cov_rec++
- cov_lock.Unlock()
- } else {
- db13_learning_Lock.Lock()
- db13_learning_key <- structure.Megred_User_Id
- db13_learning_val <- 1
- db13_learning_Lock.Unlock()
- real_lock.Lock()
- real_rec++
- real_lock.Unlock()
- }
- c.Write(mid)
- continue
- }
- //c,online
- if staa == 2 {
- db12_online_Lock.Lock()
- db12_online_key <- structure.Megred_User_Id
- db12_online_val <- a
- online_msg_number++
- db12_online_Lock.Unlock()
- online_msg_in_each_group_in_each_round_middle_wg.Lock()
- gid := user_group_hashmap[structure.Megred_User_Id]
- online_msg_in_each_group_in_each_round_middle[gid]++
- online_msg_in_each_group_in_each_round_middle_wg.Unlock()
- if structure.Cover_Msg == "yes" {
- total_cover_lock.Lock()
- total_cover++
- total_cover_lock.Unlock()
- }
- continue
- }
- }
- }
- }
- //db14,same with v1
- var db14_lpush_wg sync.WaitGroup
- var db14_lpush_lock sync.Mutex
- func db14_lpush() {
- defer db14_lpush_wg.Done()
- arrival_msg_num := 0
- log.Println("db14_rpush() starts")
- c_db14, _ := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- c_db14.Do("select", 14)
- for {
- db14_lpush_lock.Lock()
- x, ok1 := <-db14_agentqueue_key
- y, ok2 := <-db14_agentqueue_val
- db14_lpush_lock.Unlock()
- if ok1 && ok2 {
- c_db14.Do("lpush", x, y)
- arrival_msg_num++
- }
- if (!ok1 || !ok2) && db13_db14_db12_waitForReceive_flag {
- log.Println("db14_lpush() ends,arrival_msg_num=", arrival_msg_num)
- return
- }
- }
- }
- //db13,same with v1
- var db13_rpush_wg sync.WaitGroup
- var db13_rpush_lock sync.Mutex
- func db13_rpush() {
- defer db13_rpush_wg.Done()
- log.Println("db13_rpush() starts")
- real := 0
- cov := 0
- c_db13, _ := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- c_db13.Do("select", 13)
- for {
- db13_rpush_lock.Lock()
- x, ok1 := <-db13_learning_key
- y, ok2 := <-db13_learning_val
- db13_rpush_lock.Unlock()
- if ok1 && ok2 {
- if y == 0 {
- cov = cov + 1
- } else {
- real = real + 1
- }
- c_db13.Do("rpush", x, y)
- }
- if db13_db14_db12_waitForReceive_flag && (!ok1 || !ok2) {
- log.Println("db13_rpush()ends, real,cov", real, cov, "total numbers", real+cov)
- return
- }
- }
- }
- //db12,same with v1
- var db12_lpush_wg sync.WaitGroup
- var db12_lpush_lock sync.Mutex
- var test_list []string
- func db12_lpush() {
- defer db12_lpush_wg.Done()
- online_msg := 0
- log.Println("db12_lpush()starts")
- c_db12, _ := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- c_db12.Do("select", 12)
- for {
- db12_lpush_lock.Lock()
- x, ok1 := <-db12_online_key
- test_list = append(test_list, x)
- y, ok2 := <-db12_online_val
- db12_lpush_lock.Unlock()
- if ok1 && ok2 {
- c_db12.Do("lpush", x, y)
- online_msg++
- }
- if db13_db14_db12_waitForReceive_flag && (!ok1 || !ok2) {
- log.Println("db12_lpush() ends,online_msg", online_msg)
- return
- }
- }
- }
- //same with v1
- func initDb() {
- log.Println("initDb()")
- c, c_err := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- if c_err != nil {
- log.Println("c_err=", c_err)
- }
- c.Do("select", 14)
- c.Do("Flushdb")
- c.Do("select", 13)
- c.Do("Flushdb")
- c.Do("select", 12)
- c.Do("Flushdb")
- }
- //same with v1
- func initChannelAndListAndMap() {
- log.Println("initChannelAndListAndMap starts")
- putInChannel = make(chan string, channelSize)
- db14_agentqueue_key = make(chan string, channelSize)
- db14_agentqueue_val = make(chan string, channelSize)
- db13_learning_key = make(chan string, channelSize)
- db13_learning_val = make(chan int, channelSize)
- db12_online_key = make(chan string, channelSize)
- db12_online_val = make(chan string, channelSize)
- }
- var db13_db14_db12_waitForReceive_flag bool
- //same with v1
- func peocessConn(conn net.Conn, connID int) {
- db13_db14_db12_waitForReceive_flag = false
- log.Println("peocessConn starts")
- initChannelAndListAndMap()
- db14_lpush_wg.Add(1)
- go db14_lpush()
- db13_rpush_wg.Add(1)
- go db13_rpush()
- db12_lpush_wg.Add(1)
- go db12_lpush()
- c, c_err := net.Dial("tcp", "192.168.32.144:20001") //recipient address
- if c_err != nil {
- log.Println("conn err,dial 192.168.32.144:20001 failed", c_err)
- }
- for i := 0; i < 500; i++ {
- receive_wg.Add(1)
- go receive(c)
- }
- var tmp [3000]byte
- index := 0
- total_msg_number := 0
- for {
- total_msg_number++
- _, err := conn.Read(tmp[:])
- if err != nil {
- log.Println("read from conn failed", err)
- return
- }
- if string(tmp[:8]) == "roundEnd" {
- log.Println("client ends the conn,msg=", total_msg_number)
- break
- }
- if tmp[0] != 123 {
- var corrext_tmp []byte
- var corrext_follow []byte
- var correct_length int
- for i, v := range tmp[:] {
- if v == 123 {
- correct_length = i
- corrext_follow = make([]byte, correct_length)
- _, err_follow := conn.Read(corrext_follow[:])
- if err_follow != nil {
- log.Println("read from conn failed,err_follow=", err_follow)
- return
- }
- corrext_tmp = append(tmp[i:], corrext_follow[:]...)
- if len(corrext_tmp) != packetLength {
- log.Println("err", len(corrext_tmp))
- }
- break
- }
- }
- putInChannel <- string(corrext_tmp[:])
- index++
- log.Println("total_msg_number=", total_msg_number)
- continue
- }
- putInChannel <- string(tmp[:])
- }
- close(putInChannel)
- receive_wg.Wait()
- //decide if each anonymity set is oniline
- if len(group_list) > 0 {
- for _, v := range group_list {
- online_msg_in_each_group_in_each_round[v.Group_Id] = append(online_msg_in_each_group_in_each_round[v.Group_Id], online_msg_in_each_group_in_each_round_middle[v.Group_Id])
- number := float64(0)
- if v.Group_outlier_flag {
- number = float64(group_list[v.Group_Id].Group_Size*group_Threshold_outlier) / float64(100)
- } else {
- number = float64(group_list[v.Group_Id].Group_Size*group_list[v.Group_Id].Group_Active_Threshold) / float64(100)
- }
- if number >= float64(online_msg_in_each_group_in_each_round_middle[v.Group_Id]) {
- group_list[v.Group_Id].Group_active = false
- group_list[v.Group_Id].Group_sleep_times++
- } else {
- group_list[v.Group_Id].Group_active = true
- group_list[v.Group_Id].Group_sleep_times = 0
- }
- }
- }
- db13_db14_db12_waitForReceive_flag = true
- close(db14_agentqueue_key)
- close(db14_agentqueue_val)
- close(db13_learning_key)
- close(db13_learning_val)
- close(db12_online_key)
- close(db12_online_val)
- db13_rpush_wg.Wait()
- db14_lpush_wg.Wait()
- db12_lpush_wg.Wait()
- log.Println("peocessConn ends,NameList length=", len(NameList), "Batch_List length", len(Batch_List))
- }
- //same with v1
- func cleanDBToReceiver(httpConn net.Conn) {
- defer cleanDBToReceiver_wg.Done()
- time.Sleep(time.Millisecond * 300)
- c, _ := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- c.Do("select", 14)
- for {
- x, ok := <-sendDBToReceiver
- if ok {
- sendDBToReceiver_lock.Lock()
- queueLen, _ := c.Do("llen", x)
- ql, err_ql := redis.Int(queueLen, nil)
- if err_ql != nil {
- log.Println("db14 err_ql=", err_ql)
- }
- for i := 0; i < ql; i++ {
- result, err_rpop := c.Do("rpop", x)
- if err_rpop != nil {
- log.Println("db14 err_rpop=", err_rpop)
- }
- res, err_res := redis.String(result, nil)
- if err_res != nil {
- log.Println("db14 err_res=", err_res)
- }
- jsons, err_jsons := json.Marshal(res)
- if err_jsons != nil {
- log.Println("db14 err_jsons=", err_jsons)
- }
- httpConn.Write(jsons)
- }
- sendDBToReceiver_lock.Unlock()
- } else {
- return
- }
- }
- }
- var learningphase_start_round int
- var round int
- var last_Batch_List []string
- var last_Batch_List_to_online []string
- var lastLearningPhase_end_flag bool
- //same with v1
- func arrivalToLearn1() bool {
- log.Println("arrivalToLearn1() starts")
- time.Sleep(time.Millisecond * 300)
- if len(Batch_List) >= Batch_list_threshold {
- if !lastLearningPhase_end_flag {
- httpConn_client, err1 := net.Dial("tcp", "192.168.32.144:20002")
- if err1 != nil {
- log.Println("conn err dial 192.168.32.144:20002 failed", err1)
- }
- sendToCli := []byte("noChange")
- httpConn_client.Write(sendToCli)
- return false
- }
- learningphase_start_round = round
- last_Batch_List = make([]string, len(Batch_List))
- copy(last_Batch_List, Batch_List)
- httpConn_receiver, err2 := net.Dial("tcp", "192.168.32.144:20001")
- if err2 != nil {
- log.Println("conn err,dial 192.168.32.144:20001 failed", err2)
- }
- sendDBToReceiver = make(chan string, channelSize)
- for i := 0; i < 100; i++ {
- cleanDBToReceiver_wg.Add(1)
- go cleanDBToReceiver(httpConn_receiver)
- }
- middle_sum_number := 0
- for _, v := range arrival_phase_start_list {
- middle_sum_number = middle_sum_number + round - v
- }
- arrival_phase_number_list_lock.Lock()
- average_arrival_length = append(average_arrival_length, middle_sum_number/len(arrival_phase_start_list))
- arrival_phase_number_list = append(arrival_phase_number_list, len(arrival_phase_start_list))
- arrival_phase_number_list_lock.Unlock()
- arrival_phase_start_list = make([]int, 0)
- httpConn_client, err1 := net.Dial("tcp", "192.168.32.144:20002") //client address
- if err1 != nil {
- log.Println("conn err dial 192.168.32.144:20002 failed", err1)
- }
- sendToClient := ""
- for i, v := range Batch_List {
- sendDBToReceiver <- v
- Status.Store(v, 1)
- sendToClient = sendToClient + v + ","
- if (i%6000 == 0 && i != 0) || i == len(Batch_List)-1 {
- sendToCli := []byte(sendToClient)
- httpConn_client.Write(sendToCli)
- sendToClient = ""
- }
- }
- log.Println("Batch_List length", len(Batch_List))
- close(sendDBToReceiver)
- time.Sleep(time.Second * 2)
- httpConn_client.Write([]byte("changeEnd"))
- Batch_List = make([]string, 0)
- cleanDBToReceiver_wg.Wait()
- c, c_err := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- if c_err != nil {
- log.Println("c_err=", c_err)
- }
- c.Do("select", 14)
- c.Do("flushdb")
- lastLearningPhase_end_flag = false
- return true
- } else {
- httpConn_client, err1 := net.Dial("tcp", "192.168.32.144:20002")
- if err1 != nil {
- log.Println("conn err dial 192.168.32.144:20002 failed", err1)
- }
- sendToCli := []byte("noChange")
- httpConn_client.Write(sendToCli)
- log.Println("no changed status")
- return false
- }
- }
- //same with v1
- func refresh_learningPhase_flag() bool {
- defer log.Println("refresh_learningPhase_flag ends")
- log.Println("refresh_learningPhase_flag starts")
- if round-learningphase_start_round == 24 {
- log.Println("round=", round, "learningphase_start_round=", learningphase_start_round)
- lastLearningPhase_end_flag = true
- if round >= 33 {
- lastLearningPhase_end_flag = false
- return false
- }
- last_Batch_List_to_online = make([]string, len(last_Batch_List))
- copy(last_Batch_List_to_online, last_Batch_List)
- return true
- }
- return false
- }
- //same with v1
- func learning_To_online_batchList(flag bool) {
- log.Println("learning_To_online starts,flag=", flag)
- time.Sleep(time.Second * 1)
- if !flag {
- httpConn_client, err1 := net.Dial("tcp", "192.168.32.144:20002")
- if err1 != nil {
- log.Println("conn err dial 192.168.32.144:20002 failed", err1)
- }
- sendToCli := []byte("noChange")
- httpConn_client.Write(sendToCli)
- return
- } else {
- httpConn_client, err1 := net.Dial("tcp", "192.168.32.144:20002")
- if err1 != nil {
- log.Println("conn err dial 192.168.32.144:20002 failed", err1)
- }
- sendToClient := ""
- for i, v := range last_Batch_List_to_online {
- Status.Store(v, 2)
- sendToClient = sendToClient + v + ","
- if (i%6000 == 0 && i != 0) || i == len(last_Batch_List_to_online)-1 {
- sendToCli := []byte(sendToClient)
- httpConn_client.Write(sendToCli)
- sendToClient = ""
- }
- }
- time.Sleep(time.Second * 1)
- httpConn_client.Write([]byte("changeEnd"))
- }
- }
- //same with v1
- func learning_function(flag bool) {
- defer log.Println("learning_function ends")
- log.Println("learning_function starts")
- if flag {
- log.Println("round=", round, "learningphase_start_round=", learningphase_start_round)
- //output.sh
- _, err := exec.Command("/bin/bash", "/home/it/middle_data/output.sh").CombinedOutput()
- if err != nil {
- log.Println("output err,cmd.Output:", err)
- return
- }
- log.Println("output.sh ends")
- starttime := time.Now()
- //final.py
- cmd, err_cmd := exec.Command("python3", "/home/it/learning-phase/final.py").CombinedOutput()
- if err_cmd != nil {
- log.Println("cmd.Output err,err_cmd=", err_cmd)
- return
- }
- log.Println("python result", string(cmd))
- cost := int(time.Since(starttime) / time.Second)
- duration = cost
- //combine.sh
- _, err_combine := exec.Command("/bin/bash", "/home/it/middle_data/combine.sh").CombinedOutput()
- if err_combine != nil {
- log.Println("combine err,cmd.Output:", err_combine)
- return
- }
- //3,save the result
- filePath1 := "/home/it/middle_data/filtered_good_name_list.txt"
- content1, err1 := ioutil.ReadFile(filePath1)
- if err1 != nil {
- panic(err1)
- }
- m1 := strings.Split(string(content1), "\n")
- filePath2 := "/home/it/middle_data/groupingResult.txt"
- content2, err2 := ioutil.ReadFile(filePath2)
- if err2 != nil {
- panic(err1)
- }
- m2 := strings.Split(string(content2), "\n")
- log.Println("m1 length=", len(m1), "m2 length=", len(m2))
- //create groups
- for i := 0; i < k_val; i++ {
- var g Group
- g.Group_Id = i + k_val*groupSet_Number
- g.Group_Active_Threshold = group_Threshold_global
- g.Group_Size = 0
- g.Group_Size_copy = 0
- g.Group_active = false
- g.Group_User_List = make([]string, 0)
- g.Group_start_round = round
- g.Group_online_sum_length = 0
- g.Group_delay_duration_sum = time.Duration(0)
- g.Group_send_times = 0
- g.Group_sleep_times = 0
- g.Group_cover = 0
- g.Group_delay_in_each_round = make([]time.Duration, 0)
- //low frequence
- if i == k_val-1 {
- g.Group_low_frequence = true
- } else {
- g.Group_low_frequence = false
- }
- //outlier
- if i == k_val-2 {
- g.Group_outlier_flag = true
- } else {
- g.Group_outlier_flag = false
- }
- //some init works
- online_msg_in_each_group_in_each_round[g.Group_Id] = make([]int, 0)
- group_size_in_each_round[g.Group_Id] = make([]int, 0)
- group_list = append(group_list, &g)
- number_group_hashmap[i+k_val*groupSet_Number] = &g
- }
- for i := 0; i < len(m1)-1; i++ {
- if i < len(m2)-2 {
- intm2, err_m2 := strconv.Atoi(m2[i])
- if err_m2 != nil {
- log.Println("err_m2=", err_m2)
- return
- }
- user_group_hashmap[m1[i]] = intm2 + groupSet_Number*k_val
- middle_g, ok_middle_g := number_group_hashmap[intm2+groupSet_Number*k_val]
- if !ok_middle_g {
- log.Println("err,group id=", intm2+groupSet_Number*k_val)
- } else {
- middle_g.Group_Size++
- middle_g.Group_User_List = append(middle_g.Group_User_List, m1[i])
- }
- } else {
- user_group_hashmap[m1[i]] = (groupSet_Number+1)*k_val - 1
- middle_g, ok_middle_g := number_group_hashmap[(groupSet_Number+1)*k_val-1]
- if !ok_middle_g {
- log.Println("err,group id=", (groupSet_Number+1)*k_val-1)
- return
- } else {
- middle_g.Group_Size++
- middle_g.Group_User_List = append(middle_g.Group_User_List, m1[i])
- }
- }
- }
- sum := 0
- for i := 0; i < k_val; i++ {
- gg := number_group_hashmap[i+k_val*groupSet_Number]
- log.Println("id=", gg.Group_Id, "i+ k_val*groupSet_Number=", i+k_val*groupSet_Number, "的group,其size=", gg.Group_Size)
- sum = sum + gg.Group_Size
- }
- log.Println("groupSet_Number=", groupSet_Number)
- groupSet_Number++
- log.Println("groupSet_Number=", groupSet_Number)
- return
- } else {
- return
- }
- }
- var group_active_function_db12_lock sync.Mutex
- var group_active_function_db12_rpop_lock sync.Mutex
- var eliminated_user_channel chan string
- var active_user_channel chan string
- var k_val int
- var group_Threshold_global int
- var group_Threshold_outlier int
- var delay_limitation int
- var outlier_delay_limitation int
- var Group_sleep_times_threshold int
- //same with v1
- func group_active_function(gg *Group, list_1 []string, list_2 []string) {
- defer log.Println("group_id=", gg.Group_Id, "group_active_function ends,Group_Size", gg.Group_Size)
- log.Println("group_id=", gg.Group_Id, "group, group_active_function starts ,Group_Size", gg.Group_Size)
- c_active, err_active := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- if err_active != nil {
- log.Println("err_active=", err_active)
- return
- }
- gg.Group_online_sum_length = gg.Group_online_sum_length + len(list_2)*(round-gg.Group_start_round)
- gg.Group_Size_copy = gg.Group_Size_copy + len(list_2)
- for _, v := range list_2 {
- x, load_ok := Status.Load(v)
- if load_ok {
- if x != 2 {
- err_result = append(err_result, v)
- }
- }
- Status.Delete(v)
- eliminated_user_channel <- v
- c_active.Do("select", 12)
- group_active_function_db12_lock.Lock()
- _, err_del := c_active.Do("del", v)
- group_active_function_db12_lock.Unlock()
- if err_del != nil {
- log.Println("err_del=", err_del)
- return
- }
- }
- gg.Group_Size = len(list_1)
- gg.Group_User_List = list_1
- c_active.Do("select", 12)
- each_round_delay := time.Duration(0)
- not_cover_number := 0
- for _, v := range list_1 {
- x, load_ok := Status.Load(v)
- if load_ok {
- if x != 2 {
- err_result = append(err_result, v)
- }
- }
- group_active_function_db12_rpop_lock.Lock()
- result, err_rpop := c_active.Do("rpop", v)
- group_active_function_db12_rpop_lock.Unlock()
- if err_rpop != nil {
- log.Println("err_rpop=", err_rpop)
- }
- res, err_string := redis.String(result, nil)
- if err_string != nil {
- log.Println("err_string=", err_string)
- }
- active_user_channel <- res
- //calculate the latency
- mid := []byte(res)
- length := 0
- for i := len(res) - 1; ; i-- {
- if i < 0 {
- log.Println("res,res=", res, "len(res)=", len(res), "len(mid)=", len(mid), "mid=", mid)
- }
- if mid[i] == 125 { //125=}
- length = i
- break
- }
- }
- mid = mid[:length+1]
- var stru map[string]interface{}
- err_unmarshal := json.Unmarshal(mid, &stru)
- if err_unmarshal != nil {
- log.Println("err_unmarshal=", err_unmarshal, "len(mid=)", len(mid))
- }
- cov, err_cover := redis.String(stru["Cover_Msg"], nil)
- if err_cover != nil {
- log.Println("err_cover", err_cover)
- break
- }
- if cov == "yes" {
- continue
- }
- not_cover_number = not_cover_number + 1
- gg.Group_send_times = gg.Group_send_times + 1
- times, err_time := redis.Strings(stru["Megred_Timestamp"], nil)
- if err_time != nil {
- log.Println("err_time", err_time, "a=", res)
- }
- msg_time := times[0]
- loc, err_loc := time.LoadLocation("Local")
- if err_loc != nil {
- fmt.Println("err_loc=", err_loc)
- }
- the_time_of_msg, err_the_time_msg := time.ParseInLocation("20060102150405", msg_time, loc)
- if err_the_time_msg != nil {
- fmt.Println("err_the_time_msg=", err_the_time_msg)
- }
- the_time_of_agent, err_the_time_agent := time.ParseInLocation("20060102150405", "20121101120000", loc)
- if err_the_time_agent != nil {
- fmt.Println("err_the_time_agent=", err_the_time_agent)
- }
- send_out_timepoint := the_time_of_agent.Add(time.Duration(round+1) * time.Hour)
- duration := send_out_timepoint.Sub(the_time_of_msg)
- gg.Group_delay_duration_sum = gg.Group_delay_duration_sum + duration
- each_round_delay = each_round_delay + duration
- }
- if not_cover_number != 0 {
- ave_delay := each_round_delay / time.Duration(not_cover_number)
- gg.Group_delay_in_each_round = append(gg.Group_delay_in_each_round, ave_delay)
- }
- }
- var each_group_process_lock sync.Mutex
- var each_group_process_wg sync.WaitGroup
- //same with v1
- func each_group_process(g *Group) {
- defer each_group_process_wg.Done()
- c_db12, err_db12 := redis.Dial("tcp", fmt.Sprintf("%s:%d", "127.0.0.1", 6379))
- if err_db12 != nil {
- log.Println("err_db12=", err_db12)
- return
- }
- c_db12.Do("select", 12)
- middle_active_list := make([]string, 0)
- middle_inactive_list := make([]string, 0)
- if g.Group_Size == 1 {
- middle_inactive_list = append(middle_inactive_list, g.Group_User_List[0])
- } else {
- for _, v := range g.Group_User_List {
- each_group_process_lock.Lock()
- agent_queue_length, err_agent_queue_length := c_db12.Do("llen", v)
- each_group_process_lock.Unlock()
- if err_agent_queue_length != nil {
- log.Println("err_agent_queue_length=", err_agent_queue_length)
- return
- }
- length, err_length := redis.Int(agent_queue_length, nil)
- if err_length != nil {
- log.Println("err_length=", err_length)
- return
- }
- if g.Group_outlier_flag {
- if length == 0 || length >= delay_limitation {
- middle_inactive_list = append(middle_inactive_list, v)
- } else {
- middle_active_list = append(middle_active_list, v)
- }
- } else {
- if length >= 1 && length <= delay_limitation {
- middle_active_list = append(middle_active_list, v)
- } else {
- middle_inactive_list = append(middle_inactive_list, v)
- }
- }
- }
- }
- number := float64(0)
- //outlier
- if g.Group_outlier_flag {
- number = float64(g.Group_Size*g.Group_Active_Threshold) / float64(100)
- }
- if g.Group_active {
- log.Println("group_id=", g.Group_Id, "group,threshold number=", number, "active user number=", len(middle_active_list))
- group_active_function(g, middle_active_list, middle_inactive_list)
- } else {
- log.Println("group_id=", g.Group_Id, "group,threshold number=", number, "active user number", len(middle_active_list))
- }
- log.Println("group_id=", g.Group_Id, "group is ", g.Group_active, ",active user number=", len(middle_active_list), "inactive user number =", len(middle_inactive_list), "group_size=", g.Group_Size, "Group_User_List length=", len(g.Group_User_List))
- }
- var db12_send_to_receiver_wg sync.WaitGroup
- var active_user_channel_closed bool
- //same with v1
- func db12_send_to_receiver(c net.Conn) {
- defer db12_send_to_receiver_wg.Done()
- for {
- x, ok := <-active_user_channel
- if ok {
- jsons, err_jsons := json.Marshal(x)
- if err_jsons != nil {
- log.Println("db14, err_jsons=", err_jsons)
- }
- c.Write(jsons)
- } else {
- if active_user_channel_closed {
- return
- } else {
- continue
- }
- }
- }
- }
- var eliminated_user_channel_closed bool
- var online_eliminated_batchList_wg sync.WaitGroup
- //same with v1
- func online_eliminated_batchList() {
- defer online_eliminated_batchList_wg.Done()
- log.Println("online_eliminated_batchList starts")
- time.Sleep(time.Second * 2)
- httpConn_client, err1 := net.Dial("tcp", "192.168.32.144:20002") //client address
- if err1 != nil {
- log.Println("online_eliminated_batchList conn err dial 192.168.32.144:20002 failed", err1)
- }
- number := 0
- eliminated_list := make([]string, 0)
- for {
- v, ok := <-eliminated_user_channel
- if ok {
- number++
- eliminated_list = append(eliminated_list, v)
- } else {
- if eliminated_user_channel_closed {
- break
- } else {
- continue
- }
- }
- }
- if len(eliminated_list) > 0 {
- sendToClient := ""
- for i, v := range eliminated_list {
- sendToClient = sendToClient + v + ","
- if (i%6000 == 0 && i != 0) || i == len(eliminated_list)-1 {
- sendToCli := []byte(sendToClient)
- httpConn_client.Write(sendToCli)
- sendToClient = ""
- }
- }
- time.Sleep(time.Second * 2)
- httpConn_client.Write([]byte("changeEnd"))
- } else {
- httpConn_client.Write([]byte("noChange"))
- }
- log.Println("len(eliminated_list)", len(eliminated_list), "number=", number)
- }
- //same with v1
- func online_cache_process() {
- c, c_err := net.Dial("tcp", "192.168.32.144:20001") //receiver address
- log.Println("online_cache_process starts")
- if c_err != nil {
- log.Println("online msg db12 conn err dial 192.168.32.144:20001 failed", c_err)
- }
- active_user_channel_closed = false
- eliminated_user_channel_closed = false
- for i := 0; i < 10; i++ {
- db12_send_to_receiver_wg.Add(1)
- go db12_send_to_receiver(c)
- }
- online_eliminated_batchList_wg.Add(1)
- go online_eliminated_batchList()
- log.Println("group_list length", len(group_list))
- for _, v := range group_list {
- each_group_process_wg.Add(1)
- each_group_process(v)
- }
- each_group_process_wg.Wait()
- close(active_user_channel)
- active_user_channel_closed = true
- close(eliminated_user_channel)
- eliminated_user_channel_closed = true
- db12_send_to_receiver_wg.Wait()
- online_eliminated_batchList_wg.Wait()
- }
- func record_group_size() {
- for _, v := range group_list {
- group_size_in_each_round[v.Group_Id] = append(group_size_in_each_round[v.Group_Id], v.Group_Size)
- }
- }
- func initMetric() {
- log.Println("initMetric() starts")
- Batch_list_threshold = 10000
- channelSize = Batch_list_threshold + 10000
- round = 0
- lastLearningPhase_end_flag = true
- packetLength = 3000
- k_val = 15
- group_Threshold_global = 30
- group_Threshold_outlier = 30
- delay_limitation = 2
- outlier_delay_limitation = 2
- Group_sleep_times_threshold = 5
- }
- func initNameListAndBatchList() {
- log.Println("initNameListAndBatchList() starts")
- Batch_List = make([]string, 0)
- NameList = make([]string, 0)
- number_group_hashmap = make(map[int]*Group)
- groupSet_Number = 0
- group_list = make([]*Group, 0)
- online_msg_in_each_group_in_each_round = make(map[int][]int)
- user_group_hashmap = make(map[string]int)
- group_size_in_each_round = make(map[int][]int)
- err_result = make([]string, 0)
- arrival_phase_start_list = make([]int, 0)
- average_arrival_length = make([]int, 0)
- arrival_phase_number_list = make([]int, 0)
- }
- func generateLineItems(result []int) []opts.LineData {
- items := make([]opts.LineData, 0)
- for i := 0; i < len(result); i++ {
- items = append(items, opts.LineData{Value: result[i]})
- }
- return items
- }
- var err_result []string
- var duration int
- // the only difference with v1 and v2
- func before() {
- send := make([]string, 0) //users who should send message in this round
- not_send := make([]string, 0) ////users who should not send message in this round
- //receive all active users' uid
- log.Println("before() starts")
- listener, err := net.Listen("tcp", "192.168.32.144:20010")
- if err != nil {
- fmt.Println("before as server,listen 192.168.32.144:20010 failed", err)
- return
- }
- conn, err := listener.Accept()
- if err != nil {
- fmt.Println("err,accept failed", err)
- return
- }
- var tmp [10000]byte
- res := ""
- flag := false
- for {
- n, err := conn.Read(tmp[:])
- if err != nil {
- log.Println("err,read from conn failed", err)
- break
- }
- //no active users,directly return
- if string(tmp[:8]) == "noChange" {
- log.Println("no before() active users in this round")
- listener.Close()
- flag = false
- break
- } else {
- result := string(tmp[:n])
- res = res + result
- if string(tmp[:9]) == "changeEnd" {
- fmt.Println("there are active users in this round")
- listener.Close()
- flag = true
- break
- }
- }
- }
- //active users in each group
- middle_each_group := make(map[int]int)
- if flag {
- res = strings.Replace(res, " ", "", -1)
- res = strings.Replace(res, "\n", "", -1)
- str_arr := strings.Split(res, ",")
- //acitve users number in each group
- for i := 0; i < len(str_arr)-1; i++ {
- gid := user_group_hashmap[str_arr[i]]
- middle_each_group[gid]++
- }
- log.Println("before,active users number", len(str_arr)-1)
- for gid, v := range middle_each_group {
- log.Println("gid=", gid, "threshold*size=", float64(group_list[gid].Group_Active_Threshold)*float64(group_list[gid].Group_Size)/float64(100), "v=", v)
- if float64(group_list[gid].Group_Active_Threshold)*float64(group_list[gid].Group_Size)/float64(100) < float64(v) { //anonymity set is online
- send = append(send, group_list[gid].Group_User_List...)
- //self-adjusting online threshold part, online threshold changes between 27 and 33
- if group_list[gid].Group_Active_Threshold < 33 {
- group_list[gid].Group_Active_Threshold++
- }
- } else { //anonymity set is offline
- not_send = append(not_send, group_list[gid].Group_User_List...)
- if group_list[gid].Group_Active_Threshold > 27 {
- group_list[gid].Group_Active_Threshold--
- }
- }
- }
- } else {
- log.Println("before has active users")
- }
- log.Println("before, ", len(send), "users should send message in this round and", len(not_send), "users should not send message")
- //send this feedback to client
- time.Sleep(time.Second * 2)
- c1, c_err := net.Dial("tcp", "192.168.32.144:20012") //client address
- if c_err != nil {
- log.Println("err,conn before in client ,err,dial 192.168.32.144:20012 failed", c_err)
- }
- if len(send) > 0 {
- sendToAgent := ""
- for i, v := range send {
- sendToAgent = sendToAgent + v + ","
- if (i%6000 == 0 && i != 0) || i == len(send)-1 {
- sendToCli := []byte(sendToAgent)
- c1.Write(sendToCli)
- sendToAgent = ""
- }
- }
- time.Sleep(time.Second * 2)
- c1.Write([]byte("changeEnd"))
- } else {
- c1.Write([]byte("noChange"))
- }
- log.Println("before ends, ", len(send), "users should send,", len(not_send), "users should not send in this round")
- }
- func main() {
- //log
- logFile, err := os.OpenFile("log.txt", os.O_CREATE|os.O_APPEND|os.O_RDWR, 0666)
- if err != nil {
- panic(err)
- }
- defer logFile.Close()
- mw := io.MultiWriter(os.Stdout, logFile)
- log.SetOutput(mw)
- connID = 0
- var connID int
- listener, err := net.Listen("tcp", "192.168.32.144:20000")
- if err != nil {
- log.Println("start tcp server 192.168.32.144:20000 failed", err)
- return
- }
- initNameListAndBatchList()
- initMetric()
- initDb()
- for i := 0; i < 35; i++ {
- log.Println("--------------------------------------------------the ", i, "th round starts----------------------------------------------")
- eliminated_user_channel = make(chan string, 100000)
- active_user_channel = make(chan string, 100000)
- online_msg_number = 0
- online_msg_number_empty = 0
- round = i
- cov_rec = 0
- real_rec = 0
- before()
- conn, err := listener.Accept()
- if err != nil {
- log.Println("accept failed", err)
- return
- }
- connID = connID + 1
- log.Println("connID", connID)
- peocessConn(conn, connID)
- h24 := refresh_learningPhase_flag()
- arrivalToLearn1()
- learning_function(h24)
- learning_To_online_batchList(h24)
- online_msg_in_each_group_in_each_round_middle = make([]int, k_val*(groupSet_Number))
- online_cache_process()
- log.Println("online_msg_number=", online_msg_number, "online_msg_number_empty=", online_msg_number_empty)
- record_group_size()
- log.Println("len(NameList)", len(NameList))
- log.Println("cov_rec,real_rec are", cov_rec, real_rec)
- log.Println("---------------------------------------------------next round---------------------------------------------------")
- }
- x_zhou := make([]int, len(group_list))
- for i := 0; i < len(group_list); i++ {
- x_zhou[i] = i
- }
- ave_groupsize := make([]int, len(group_size_in_each_round[0]))
- for i, v := range group_list {
- line := charts.NewLine()
- line.SetGlobalOptions(
- charts.WithInitializationOpts(opts.Initialization{Theme: types.ThemeWesteros}),
- charts.WithTitleOpts(opts.Title{
- Title: ("group_id=" + strconv.Itoa(v.Group_Id)),
- Subtitle: "k_val=" + strconv.Itoa(k_val) + ";delay_limitation=" + strconv.Itoa(delay_limitation) + ";Group_Active_Threshold=" + strconv.Itoa(v.Group_Active_Threshold),
- }))
- log.Println("group_id=", i, "group's group_size", group_size_in_each_round[v.Group_Id])
- if !v.Group_low_frequence {
- for i, v := range group_size_in_each_round[v.Group_Id] {
- if v == 0 {
- ave_groupsize[i] = ave_groupsize[i] + 1
- } else {
- ave_groupsize[i] = ave_groupsize[i] + v
- }
- }
- }
- log.Println("group_id=", i, "group,online_msg_in_each_group_in_each_round", online_msg_in_each_group_in_each_round[v.Group_Id])
- line.SetXAxis(x_zhou).
- AddSeries("Category A", generateLineItems(online_msg_in_each_group_in_each_round[v.Group_Id])).
- AddSeries("Category B", generateLineItems(group_size_in_each_round[v.Group_Id])).
- SetSeriesOptions(charts.WithLineChartOpts(opts.LineChart{Step: true, ConnectNulls: true}))
- name1 := "group_"
- name2 := ".html"
- name := name1 + strconv.Itoa(i) + name2
- w, _ := os.Create(name)
- line.Render(w)
- }
- log.Println(err_result)
- log.Println("k_val=", k_val, "duration=", duration)
- log.Println("arrival phase", arrival_phase_number_list, average_arrival_length)
- sum_number := 0
- sum_length := 0
- sum_duration := time.Duration(0)
- sum_send_times := 0
- for _, v := range group_list {
- if !v.Group_low_frequence && !v.Group_outlier_flag {
- log.Println(v.Group_Id, "eliminated users number=", v.Group_Size_copy)
- sum_length = v.Group_online_sum_length + sum_length
- sum_number = sum_number + v.Group_Size_copy
- sum_duration = sum_duration + v.Group_delay_duration_sum
- sum_send_times = sum_send_times + v.Group_send_times
- if v.Group_send_times == 0 {
- log.Println(v.Group_Id)
- continue
- }
- }
- }
- log.Println("average online phase length=", float64(sum_length)/float64(sum_number), "eliminated users sum number", sum_number, "average latency in online phase", sum_duration/time.Duration(sum_send_times), "check total_cover=,", total_cover, "average cover", float64(total_cover)/float64(sum_number))
- ave_groupsize_double := make([]float64, len(ave_groupsize))
- for i, v := range ave_groupsize {
- ave_groupsize_double[i] = math.Round((float64(v) / float64(k_val-1)))
- }
- log.Println("average group size=", ave_groupsize_double)
- log.Println("group size sum=", ave_groupsize)
- }
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