TEAMModelOS/TEAMModelOS.SDK/Models/Service/SystemService.cs

using Azure.Storage.Blobs.Models;
using DocumentFormat.OpenXml.Bibliography;
using DocumentFormat.OpenXml.Office2010.Excel;
using DocumentFormat.OpenXml.Wordprocessing;
using HTEXLib;
using HTEXLib.COMM.Helpers;
using Microsoft.Azure.Amqp.Framing;
using Newtonsoft.Json.Linq;
using OpenXmlPowerTools;
using System;
using System.Collections.Concurrent;
using System.Collections.Generic;
using System.Diagnostics.PerformanceData;
using System.IdentityModel.Tokens.Jwt;
using System.Linq;
using System.Text;
using System.Text.Json;
using System.Text.RegularExpressions;
using System.Threading.Tasks;
using TEAMModelOS.SDK.DI;
using TEAMModelOS.SDK.Extension;
using TEAMModelOS.SDK.Models.Cosmos.Common;
using TEAMModelOS.SDK.Models.Dtos;
using static Azure.Core.HttpHeader;
using static OpenXmlPowerTools.RevisionProcessor;
using static TEAMModelOS.SDK.Models.Service.SystemService;

namespace TEAMModelOS.SDK.Models.Service
{
    public static class SystemService
    {
        public static async Task RecordAccumulateData(AzureRedisFactory azureRedis, DingDing dingDing, Accumulate accumulate)
        {
            if (!string.IsNullOrWhiteSpace(accumulate.key)  && !string.IsNullOrWhiteSpace(accumulate.target) &&
                !string.IsNullOrWhiteSpace(accumulate.id) && !string.IsNullOrWhiteSpace(accumulate.name) &&
                !string.IsNullOrWhiteSpace(accumulate.scope) &&  !string.IsNullOrWhiteSpace(accumulate.client))
            {
                await RecordAccumulateData(azureRedis, accumulate.key, accumulate.target, accumulate.id, accumulate.name, accumulate.scope, accumulate.client, accumulate.count);
            }
            else
            {
                await dingDing.SendBotMsg($"IES累计数据变更统计参数异常，{accumulate.ToJsonString()}", GroupNames.成都开发測試群組);
            }
        }

        /// <summary>
        /// 记录累计数据
        /// </summary>
        public static async Task RecordAccumulateData(AzureRedisFactory azureRedis, string key, string target, string id, string name, string scope, string client, int count)
        {
            if (!string.IsNullOrWhiteSpace(key)  && !string.IsNullOrWhiteSpace(target) &&
                !string.IsNullOrWhiteSpace(id) && !string.IsNullOrWhiteSpace(name) &&
                !string.IsNullOrWhiteSpace(scope)&& !string.IsNullOrWhiteSpace(client))
            {
                //处理UTC时差
                var nowTime = DateTimeOffset.UtcNow.GetGMTTime(); 
                int difference = (DayOfWeek.Sunday - nowTime.DayOfWeek + 7) % 7; //1-7的结果0-6
                var day = nowTime.ToString("yyyyMMdd");
                string redisKey = $"Accumulate:Daily:{scope}:{key}:{day}";
                string member = $"{target}::{id}::{client}::{name}";
                await azureRedis.GetRedisClient(8).SortedSetIncrementAsync(redisKey, member, count);
                await azureRedis.GetRedisClient(8).KeyExpireAsync(redisKey, new TimeSpan((difference+1)*24, 10, 0));
                //if (key.Equals("lesson")  || key.StartsWith("login_"))
                //{
                //    redisKey = $"Accumulate:Daily:ies:{key}:{day}";
                //    if (scope.Equals("school"))
                //    {
                //        member = $"ies::{id}::{name}";
                //    }
                //    else {
                //        member = $"ies::ies::{name}";
                //    }
                //    await azureRedis.GetRedisClient(8).SortedSetIncrementAsync(redisKey, member, 1);
                //}
            }
        }

        static double GetUserDuration(List<long> times )
        {
            if (times.IsNotEmpty())
            {
                if (times.Count>=2)
                {
                    double totalDuration = 0;
                    //  DateTime lastTime = DateTimeOffset.FromUnixTimeMilliseconds((long)jsonData[0]["time"]).UtcDateTime;
                    long ltime = times[0];
                    for (int i = 1; i < times.Count; i++)
                    {
                        long ctime = times[i];
                        //DateTime currentTime = DateTimeOffset.FromUnixTimeMilliseconds((long)jsonData[i]["time"]).UtcDateTime;
                        long timeDifference = ctime - ltime;

                        ///如果一小时内连续操作，则按真实时间累计
                        if (timeDifference < 3600000)
                        {
                            totalDuration += timeDifference;
                        }
                        else
                        { ///如果一小时内没有连续操作，则按象征性加10秒，以确保数据有效性。 如果因为一小时没有操作，则表示没有新的接口再次请求，当即就已经退出系统。否则后续仍然会有接口进入，并且带有时间戳
                            totalDuration += 10000;
                        }

                        ltime = ctime;

                    }
                    return totalDuration;
                }
                else { return 10000; }
            }
            else {
                return 0;
            }
        }
        public static List<SchoolStick> CountSchoolStickiness(IEnumerable<IGrouping<string,ApiVisit>> schoolApiVisits, IEnumerable<ApiVisit> apiVisits)
        {
            List<SchoolStick> schoolStickiness = new List<SchoolStick>();
            foreach (var chinaSchoolKey in schoolApiVisits)
            {
                SchoolStick stickiness = new SchoolStick()
                {
                    id = chinaSchoolKey.Key
                     
                };
                var teachers = chinaSchoolKey.ToList().Where(x => !string.IsNullOrWhiteSpace(x.userId) && !string.IsNullOrWhiteSpace(x.scope) && x.scope.Equals("teacher")).GroupBy(x => x.userId);
                double hitaTime = 0,   hiteachTime = 0, ies5TchTime = 0, otherTchTime = 0, ies5StuTime = 0, otherStuTime = 0;
                int hitaTch= 0, hiteachTch = 0, ies5Tch = 0, otherTch = 0, ies5Stu = 0, otherStu = 0;
                double hitaCount = 0,   hiteachCount = 0, ies5TchCount = 0, otherTchCount = 0, ies5StuCount = 0, otherStuCount = 0;
                double lessonCount= chinaSchoolKey.ToList().Where(x => x.path.Contains("hiteach/create-lesson")).Count() ;
                int teacherCount= teachers.Count() ;
                foreach (var user in teachers)
                {
                   TchStick tchStick = new TchStick()
                    {
                        id = user.Key,
                        school= chinaSchoolKey.Key
                    };

                    //HiTA
                    var teacherHitaVisit = apiVisits.Where(x => !string.IsNullOrWhiteSpace(x.userId)  && x.userId.Equals(user.Key) && x.client.Equals("hita"));
                    var teacherHitaVisitCount = teacherHitaVisit.Count();
                    if (teacherHitaVisitCount>0) 
                    { hitaTch+=1; }
                    var teacherHitaVisitTime = GetUserDuration(teacherHitaVisit.OrderBy(x => x.time).Select(x => x.time).ToList());
                    hitaCount+=teacherHitaVisitCount;
                    hitaTime+=teacherHitaVisitTime;
                    tchStick.hita.count.value=teacherHitaVisitCount;
                    tchStick.hita.duration.value=teacherHitaVisitTime;
                    //Other
                    var teacherOtherVisit = user.Where(x => !x.client.Equals("hita")&&!x.client.Equals("hiteach")&&!x.client.Equals("ies5"));
                    var teacherOtherVisitCount= teacherOtherVisit.Count();
                    var teacherOtherVisitTime= GetUserDuration(teacherOtherVisit.OrderBy(x => x.time).Select(x => x.time).ToList());
                    if (teacherOtherVisitCount>0)
                    { otherTch+=1; }
                    otherTchCount+=teacherOtherVisitCount;
                    otherTchTime+=teacherOtherVisitTime;

                    tchStick.otherTch.count.value=teacherOtherVisitCount;
                    tchStick.otherTch.duration.value=teacherOtherVisitTime;
                    //HiTeach
                    //教师访问hiteach 不带学校信息的
                    var teacherHiteachVisit = apiVisits.Where(x => !string.IsNullOrWhiteSpace(x.userId)  && x.userId.Equals(user.Key) && x.client.Equals("hiteach")  && string.IsNullOrWhiteSpace(x.school));
                    //教师访问hiteach 包含学校信息的
                    var teacherHiteachSchoolVisit = user.Where(x => x.client.Equals("hiteach"));
                    //教师所有的Hiteach访问
                    List<ApiVisit> teacherHiteachAllVisit = new List<ApiVisit>();
                    teacherHiteachAllVisit.AddRange(teacherHiteachVisit);
                    teacherHiteachAllVisit.AddRange(teacherHiteachSchoolVisit);
                    var teacherHiteachAllVisitCount = teacherHiteachAllVisit.Count();
                    if (teacherHiteachAllVisitCount>0)
                    { hiteachTch+=1; }
                    var teacherHiteachAllVisitTime = GetUserDuration(teacherHiteachAllVisit.OrderBy(x => x.time).Select(x => x.time).ToList());
                    hiteachCount+=teacherHiteachAllVisitCount;
                    hiteachTime+=teacherHiteachAllVisitTime;

                    tchStick.hiteach.count.value=teacherHiteachAllVisitCount;
                    tchStick.hiteach.duration.value=teacherHiteachAllVisitTime;
                    //IES5
                    var teacherIes5Visit = user.Where(x => x.client.Equals("ies5"));
                    var teacherIes5VisitCount= teacherIes5Visit.Count();
                    if (teacherIes5VisitCount>0)
                    { ies5Tch+=1; }
                    var teacherIes5VisitTime = GetUserDuration(teacherIes5Visit.OrderBy(x => x.time).Select(x => x.time).ToList());
                    ies5TchCount+=teacherIes5VisitCount;
                    ies5TchTime+=teacherIes5VisitTime;

                    tchStick.ies5Tch.count.value=teacherIes5VisitCount;
                    tchStick.ies5Tch.duration.value=teacherIes5VisitTime;
                    double lessonCountTch = chinaSchoolKey.ToList().Where(x => x.path.Contains("hiteach/create-lesson") && x.userId.Equals(user.Key)).Count();
                    tchStick.lesson.value=lessonCountTch;

                    tchStick.tmd.count.value=tchStick.hita.count.value+tchStick.hiteach.count.value+tchStick.ies5Tch.count.value+tchStick.otherTch.count.value;
                    tchStick.tmd.duration.value=tchStick.hita.duration.value+tchStick.hiteach.duration.value+tchStick.ies5Tch.duration.value+tchStick.otherTch.duration.value;

                    tchStick.hita.userCount=1;
                    tchStick.hiteach.userCount=1;
                    tchStick.ies5Tch.userCount=1;
                    tchStick.otherTch.userCount=1;
                    tchStick.tmd.userCount=1;
                    if (tchStick.hita.count.value>0  && tchStick.hita.duration.value>0)
                    {
                        tchStick.hita.stick.value= (tchStick.hita.duration.value/1000/tchStick.hita.count.value);
                    }
                    if (tchStick.ies5Tch.count.value>0  && tchStick.ies5Tch.duration.value>0)
                    {
                        tchStick.ies5Tch.stick.value= (tchStick.ies5Tch.duration.value/1000/tchStick.ies5Tch.count.value);
                    }
                    if (tchStick.otherTch.count.value>0  && tchStick.otherTch.duration.value>0)
                    {
                        tchStick.otherTch.stick.value= (tchStick.otherTch.duration.value/1000/tchStick.otherTch.count.value);
                    }
                    if (tchStick.hiteach.count.value>0  && tchStick.hiteach.duration.value>0)
                    {
                        tchStick.hiteach.stick.value= (tchStick.hiteach.duration.value/1000/tchStick.hiteach.count.value)+tchStick.lesson.value;
                    }
                    if (tchStick.tmd.count.value>0  && tchStick.tmd.duration.value>0)
                    {
                        tchStick.tmd.stick.value= (tchStick.tmd.duration.value/1000/tchStick.tmd.count.value)+ tchStick.lesson.value;
                    }
                    stickiness.tchSticks.Add(tchStick);
                }
                var student = chinaSchoolKey.ToList().Where(x => !string.IsNullOrWhiteSpace(x.userId) && !string.IsNullOrWhiteSpace(x.scope) && (x.scope.Equals("student")||x.scope.Equals("tmduser"))).GroupBy(x => x.userId);
                var studentCount  = student.Count();
                foreach (var user in student)
                {
                    StuStick stuStick = new StuStick
                    {
                        id=user.Key,
                        school=chinaSchoolKey.Key
                    };
                    var studentOtherVisit = user.Where(x => !x.client.Equals("ies5"));
                    var studentOtherVisitCount = studentOtherVisit.Count();
                    if (studentOtherVisitCount>0)
                    { otherStu+=1; }
                    double studentOtherVisitTime = GetUserDuration(studentOtherVisit.OrderBy(x => x.time).Select(x => x.time).ToList()) ;
                    var studentIes5Visit = user.Where(x => x.client.Equals("ies5"));
                    var studentIes5VisitCount = studentIes5Visit.Count();
                    if (studentIes5VisitCount>0)
                    { ies5Stu+=1; }
                    double studentIes5VisitTime = GetUserDuration(studentIes5Visit.OrderBy(x => x.time).Select(x => x.time).ToList());
                    ies5StuCount+=studentIes5VisitCount;
                    ies5StuTime+=studentIes5VisitTime;
                    otherStuCount+=studentOtherVisitCount;
                    otherStuTime+=studentOtherVisitTime;

                    stuStick.ies5Stu.count.value=studentIes5VisitCount;
                    stuStick.ies5Stu.duration.value=studentIes5VisitTime;
                    stuStick.otherStu.count.value=studentOtherVisitCount;
                    stuStick.otherStu.duration.value=studentOtherVisitTime;
                    stuStick.tmd.count.value= stuStick.ies5Stu.count.value+stuStick.otherStu.count.value;
                    stuStick.tmd.duration.value= stuStick.ies5Stu.duration.value+stuStick.otherStu.duration.value;
                    stuStick.ies5Stu.userCount=1;
                    stuStick.otherStu.userCount=1;
                    stuStick.tmd.userCount=1;
                    if (stuStick.ies5Stu.count.value>0  && stuStick.ies5Stu.duration.value>0)
                    {
                        stuStick.ies5Stu.stick.value= (stuStick.ies5Stu.duration.value/1000/stuStick.ies5Stu.count.value);
                    }
                    
                    if (stuStick.otherStu.count.value>0  && stuStick.otherStu.duration.value>0)
                    {
                        stuStick.otherStu.stick.value=(stuStick.otherStu.duration.value/1000/stuStick.otherStu.count.value);
                    }
                    if (stuStick.tmd.count.value>0  && stuStick.tmd.duration.value>0)
                    {
                        stuStick.tmd.stick.value=(stuStick.tmd.duration.value/1000/stuStick.tmd.count.value);
                    }
                    stickiness.stuSticks.Add(stuStick);
                }
                stickiness.hita.duration.value=hitaTime;
                stickiness.hiteach.duration.value=hiteachTime;
                stickiness.otherTch.duration.value=otherTchTime;
                stickiness.ies5Tch.duration.value=ies5TchTime;
                stickiness.tmd.duration.value=hitaTime+hiteachTime+otherTchTime+ies5TchTime+otherStuTime+ies5StuTime;


                stickiness.hita.userCount=hitaTch;
                stickiness.hiteach.userCount=hiteachTch;
                stickiness.ies5Tch.userCount=ies5Tch;
                stickiness.otherTch.userCount=otherTch;

                stickiness.ies5Stu.userCount=ies5Stu;
                stickiness.otherStu.userCount=otherStu;


                stickiness.hita.count.value=hitaCount;
                stickiness.hiteach.count.value=hiteachCount;
                stickiness.ies5Tch.count.value=ies5TchCount;
                stickiness.otherTch.count.value=otherTchCount;

                stickiness.ies5Stu.count.value=ies5StuCount;
                stickiness.otherStu.count.value=otherStuCount;
                stickiness.tmd.count.value=hitaCount+hiteachCount+ies5TchCount+otherTchCount+ies5StuCount+otherStuCount;
                stickiness.lesson.value=lessonCount;
                stickiness.tmd.userCount=teacherCount+studentCount;
                if(stickiness.hita.count.value>0  && stickiness.hita.duration.value>0)
                {
                    stickiness.hita.stick.value=(stickiness.hita.userCount* stickiness.hita.count.value)/(stickiness.hita.duration.value/1000/stickiness.hita.count.value);
                }
                if (stickiness.ies5Stu.count.value>0  && stickiness.ies5Stu.duration.value>0)
                { 
                    stickiness.ies5Stu.stick.value=(stickiness.ies5Stu.userCount* stickiness.ies5Stu.count.value)/(stickiness.ies5Stu.duration.value/1000/stickiness.ies5Stu.count.value); 
                }
                if (stickiness.ies5Tch.count.value>0  && stickiness.ies5Tch.duration.value>0) 
                {
                    stickiness.ies5Tch.stick.value=(stickiness.ies5Tch.userCount* stickiness.ies5Tch.count.value)/(stickiness.ies5Tch.duration.value/1000/stickiness.ies5Tch.count.value);
                }
                if (stickiness.otherStu.count.value>0  && stickiness.otherStu.duration.value>0)
                {
                    stickiness.otherStu.stick.value=(stickiness.otherStu.userCount* stickiness.otherStu.count.value)/(stickiness.otherStu.duration.value/1000/stickiness.otherStu.count.value); 
                }
                if (stickiness.otherTch.count.value>0  && stickiness.otherTch.duration.value>0)
                {
                    stickiness.otherTch.stick.value=(stickiness.otherTch.userCount* stickiness.otherTch.count.value)/(stickiness.otherTch.duration.value/1000/stickiness.otherTch.count.value);
                }
                if (stickiness.hiteach.count.value>0  && stickiness.hiteach.duration.value>0)
                {
                    stickiness.hiteach.stick.value=(stickiness.hiteach.userCount* stickiness.hiteach.count.value)/(stickiness.hiteach.duration.value/1000/stickiness.hiteach.count.value)+stickiness.lesson.value;
                }
                if (stickiness.tmd.count.value>0  && stickiness.tmd.duration.value>0)
                { 
                    stickiness.tmd.stick.value=(stickiness.tmd.userCount* stickiness.tmd.count.value)/(stickiness.tmd.duration.value/1000/stickiness.tmd.count.value)+ stickiness.lesson.value;
                }
                stickiness.tchSticks= OrderByTchStick(stickiness.tchSticks);
                stickiness.stuSticks= OrderByStuStick(stickiness.stuSticks);
                schoolStickiness.Add(stickiness);
            }
            
            return OrderBySchoolStick(schoolStickiness); 
        }
        private static List<StuStick> OrderByStuStick(List<StuStick> stuStickiness)
        {
            // 假设visit已经填充了数据

            #region
            var rank_tmd_count = stuStickiness.Select(x => x.tmd.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Stu_count = stuStickiness.Select(x => x.ies5Stu.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherStu_count = stuStickiness.Select(x => x.otherStu.count.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion
            #region
            var rank_tmd_duration = stuStickiness.Select(x => x.tmd.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Stu_duration = stuStickiness.Select(x => x.ies5Stu.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherStu_duration = stuStickiness.Select(x => x.otherStu.duration.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion

            #region
            var rank_tmd_stick = stuStickiness.Select(x => x.tmd.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Stu_stick = stuStickiness.Select(x => x.ies5Stu.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherStu_stick = stuStickiness.Select(x => x.otherStu.stick.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion
            stuStickiness.ForEach(x =>
            {
                #region
                if (x.tmd.count.value>0)
                {
                    int index_tmd_count = rank_tmd_count.FindIndex(i => i==x.tmd.count.value);
                    if (index_tmd_count!=-1)
                    {
                        x.tmd.count.rank = index_tmd_count + 1;
                    }
                }

                if (x.ies5Stu.count.value>0)
                {
                    int index_ies5Stu_count = rank_ies5Stu_count.FindIndex(i => i==x.ies5Stu.count.value);
                    if (index_ies5Stu_count!=-1)
                    {
                        x.ies5Stu.count.rank = index_ies5Stu_count + 1;
                    }
                }

                if (x.otherStu.count.value>0)
                {
                    int index_otherStu_count = rank_otherStu_count.FindIndex(i => i==x.otherStu.count.value);
                    if (index_otherStu_count!=-1)
                    {
                        x.otherStu.count.rank = index_otherStu_count + 1;
                    }
                }



                #endregion
                #region
                if (x.tmd.duration.value> 0) {
                    int index_tmd_duration = rank_tmd_duration.FindIndex(i => i==x.tmd.duration.value);
                    if (index_tmd_duration!=-1)
                    {
                        x.tmd.duration.rank = index_tmd_duration + 1;
                    }
                }


                if (x.ies5Stu.duration.value>0) {
                    int index_ies5Stu_duration = rank_ies5Stu_duration.FindIndex(i => i==x.ies5Stu.duration.value);
                    if (index_ies5Stu_duration!=-1)
                    {
                        x.ies5Stu.duration.rank = index_ies5Stu_duration + 1;
                    }
                }
                if (x.otherStu.duration.value>0) {
                    int index_otherStu_duration = rank_otherStu_duration.FindIndex(i => i==x.otherStu.duration.value);
                    if (index_otherStu_duration!=-1)
                    {
                        x.otherStu.duration.rank = index_otherStu_duration + 1;
                    }
                }

                #endregion
                #region
                if (x.tmd.stick.value>0)
                {
                    int index_tmd_stick = rank_tmd_stick.FindIndex(i => i==x.tmd.stick.value);
                    if (index_tmd_stick!=-1)
                    {
                        x.tmd.stick.rank = index_tmd_stick + 1;
                    }
                }
                if (x.ies5Stu.stick.value>0)
                {
                    int index_ies5Stu_stick = rank_ies5Stu_stick.FindIndex(i => i==x.ies5Stu.stick.value);
                    if (index_ies5Stu_stick!=-1)
                    {
                        x.ies5Stu.stick.rank = index_ies5Stu_stick + 1;
                    }
                }

                if (x.otherStu.stick.value>0)
                {
                    int index_otherStu_stick = rank_otherStu_stick.FindIndex(i => i==x.otherStu.stick.value);
                    if (index_otherStu_stick!=-1)
                    {
                        x.otherStu.stick.rank = index_otherStu_stick + 1;
                    }
                }
                #endregion
            });
            return stuStickiness;
        }
        private static List<TchStick> OrderByTchStick(List<TchStick> tchStickiness)
        {
            // 假设visit已经填充了数据

            #region
            var rank_tmd_count = tchStickiness.Select(x => x.tmd.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hita_count = tchStickiness.Select(x => x.hita.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hiteach_count = tchStickiness.Select(x => x.hiteach.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Tch_count = tchStickiness.Select(x => x.ies5Tch.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherTch_count = tchStickiness.Select(x => x.otherTch.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_lesson_count = tchStickiness.Select(x => x.lesson.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion
            #region
            var rank_tmd_duration = tchStickiness.Select(x => x.tmd.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hita_duration = tchStickiness.Select(x => x.hita.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hiteach_duration = tchStickiness.Select(x => x.hiteach.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Tch_duration = tchStickiness.Select(x => x.ies5Tch.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherTch_duration = tchStickiness.Select(x => x.otherTch.duration.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion

            #region
            var rank_tmd_stick = tchStickiness.Select(x => x.tmd.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hita_stick = tchStickiness.Select(x => x.hita.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hiteach_stick = tchStickiness.Select(x => x.hiteach.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Tch_stick = tchStickiness.Select(x => x.ies5Tch.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherTch_stick = tchStickiness.Select(x => x.otherTch.stick.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion
            tchStickiness.ForEach(x => {
                #region
                int index_tmd_count = rank_tmd_count.FindIndex(i => i==x.tmd.count.value);
                if (index_tmd_count!=-1)
                {
                    x.tmd.count.rank = index_tmd_count + 1;
                }
                int index_hita_count = rank_hita_count.FindIndex(i => i==x.hita.count.value);
                if (index_hita_count!=-1)
                {
                    x.hita.count.rank = index_hita_count + 1;
                }
                int index_hiteach_count = rank_hiteach_count.FindIndex(i => i==x.hiteach.count.value);
                if (index_hiteach_count!=-1)
                {
                    x.hiteach.count.rank = index_hiteach_count + 1;
                }
                int index_ies5Tch_count = rank_ies5Tch_count.FindIndex(i => i==x.ies5Tch.count.value);
                if (index_ies5Tch_count!=-1)
                {
                    x.ies5Tch.count.rank = index_ies5Tch_count + 1;
                }
                int index_otherTch_count = rank_otherTch_count.FindIndex(i => i==x.otherTch.count.value);
                if (index_otherTch_count!=-1)
                {
                    x.otherTch.count.rank = index_otherTch_count + 1;
                }

                int index_lesson_count = rank_lesson_count.FindIndex(i => i==x.lesson.value);
                if (index_lesson_count!=-1)
                {
                    x.lesson.rank = index_lesson_count + 1;
                }
                #endregion
                #region
                int index_tmd_duration = rank_tmd_duration.FindIndex(i => i==x.tmd.duration.value);
                if (index_tmd_duration!=-1)
                {
                    x.tmd.duration.rank = index_tmd_duration + 1;
                }
                int index_hita_duration = rank_hita_duration.FindIndex(i => i==x.hita.duration.value);
                if (index_hita_duration!=-1)
                {
                    x.hita.duration.rank = index_hita_duration + 1;
                }
                int index_hiteach_duration = rank_hiteach_duration.FindIndex(i => i==x.hiteach.duration.value);
                if (index_hiteach_duration!=-1)
                {
                    x.hiteach.duration.rank = index_hiteach_duration + 1;
                }
                int index_ies5Tch_duration = rank_ies5Tch_duration.FindIndex(i => i==x.ies5Tch.duration.value);
                if (index_ies5Tch_duration!=-1)
                {
                    x.ies5Tch.duration.rank = index_ies5Tch_duration + 1;
                }
                int index_otherTch_duration = rank_otherTch_duration.FindIndex(i => i==x.otherTch.duration.value);
                if (index_otherTch_duration!=-1)
                {
                    x.otherTch.duration.rank = index_otherTch_duration + 1;
                }

                
                #endregion
                #region
                int index_tmd_stick = rank_tmd_stick.FindIndex(i => i==x.tmd.stick.value);
                if (index_tmd_stick!=-1)
                {
                    x.tmd.stick.rank = index_tmd_stick + 1;
                }
                int index_hita_stick = rank_hita_stick.FindIndex(i => i==x.hita.stick.value);
                if (index_hita_stick!=-1)
                {
                    x.hita.stick.rank = index_hita_stick + 1;
                }
                int index_hiteach_stick = rank_hiteach_stick.FindIndex(i => i==x.hiteach.stick.value);
                if (index_hiteach_stick!=-1)
                {
                    x.hiteach.stick.rank = index_hiteach_stick + 1;
                }
                int index_ies5Tch_stick = rank_ies5Tch_stick.FindIndex(i => i==x.ies5Tch.stick.value);
                if (index_ies5Tch_stick!=-1)
                {
                    x.ies5Tch.stick.rank = index_ies5Tch_stick + 1;
                }
                int index_otherTch_stick = rank_otherTch_stick.FindIndex(i => i==x.otherTch.stick.value);
                if (index_otherTch_stick!=-1)
                {
                    x.otherTch.stick.rank = index_otherTch_stick + 1;
                }

               
                #endregion
            });
            return tchStickiness;
        }
        private static List<SchoolStick> OrderBySchoolStick(List<SchoolStick> schoolStickiness) 
        {
            // 假设visit已经填充了数据

            #region
            var rank_tmd_count = schoolStickiness.Select(x => x.tmd.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hita_count = schoolStickiness.Select(x => x.hita.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hiteach_count = schoolStickiness.Select(x => x.hiteach.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Tch_count = schoolStickiness.Select(x => x.ies5Tch.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherTch_count = schoolStickiness.Select(x => x.otherTch.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Stu_count = schoolStickiness.Select(x => x.ies5Stu.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherStu_count = schoolStickiness.Select(x => x.otherStu.count.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_lesson_count = schoolStickiness.Select(x => x.lesson.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion
            #region
            var rank_tmd_duration = schoolStickiness.Select(x => x.tmd.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hita_duration = schoolStickiness.Select(x => x.hita.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hiteach_duration = schoolStickiness.Select(x => x.hiteach.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Tch_duration = schoolStickiness.Select(x => x.ies5Tch.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherTch_duration = schoolStickiness.Select(x => x.otherTch.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Stu_duration = schoolStickiness.Select(x => x.ies5Stu.duration.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherStu_duration = schoolStickiness.Select(x => x.otherStu.duration.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion

            #region
            var rank_tmd_stick = schoolStickiness.Select(x => x.tmd.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hita_stick = schoolStickiness.Select(x => x.hita.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_hiteach_stick = schoolStickiness.Select(x => x.hiteach.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Tch_stick = schoolStickiness.Select(x => x.ies5Tch.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherTch_stick = schoolStickiness.Select(x => x.otherTch.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_ies5Stu_stick = schoolStickiness.Select(x => x.ies5Stu.stick.value).Distinct().OrderByDescending(v => v).ToList();
            var rank_otherStu_stick = schoolStickiness.Select(x => x.otherStu.stick.value).Distinct().OrderByDescending(v => v).ToList();
            #endregion
            schoolStickiness.ForEach(x => {
                #region
                if (x.tmd.count.value>0)
                {
                    int index_tmd_count = rank_tmd_count.FindIndex(i => i==x.tmd.count.value);
                    if (index_tmd_count!=-1)
                    {
                        x.tmd.count.rank = index_tmd_count + 1;
                    }
                }
                if (x.hita.count.value>0) 
                {
                    int index_hita_count = rank_hita_count.FindIndex(i => i==x.hita.count.value);
                    if (index_hita_count!=-1)
                    {
                        x.hita.count.rank = index_hita_count + 1;
                    }
                }
                
                if (x.hiteach.count.value>0)
                {
                    int index_hiteach_count = rank_hiteach_count.FindIndex(i => i==x.hiteach.count.value);
                    if (index_hiteach_count!=-1)
                    {
                        x.hiteach.count.rank = index_hiteach_count + 1;
                    }
                }
                if (x.ies5Tch.count.value>0) 
                {
                    int index_ies5Tch_count = rank_ies5Tch_count.FindIndex(i => i==x.ies5Tch.count.value);
                    if (index_ies5Tch_count!=-1)
                    {
                        x.ies5Tch.count.rank = index_ies5Tch_count + 1;
                    }
                }
                if (x.otherTch.count.value>0)
                {
                    int index_otherTch_count = rank_otherTch_count.FindIndex(i => i==x.otherTch.count.value);
                    if (index_otherTch_count!=-1)
                    {
                        x.otherTch.count.rank = index_otherTch_count + 1;
                    }
                }
                if (x.ies5Stu.count.value>0)
                {
                    int index_ies5Stu_count = rank_ies5Stu_count.FindIndex(i => i==x.ies5Stu.count.value);
                    if (index_ies5Stu_count!=-1)
                    {
                        x.ies5Stu.count.rank = index_ies5Stu_count + 1;
                    }
                }
                if (x.otherStu.count.value>0) 
                {
                    int index_otherStu_count = rank_otherStu_count.FindIndex(i => i==x.otherStu.count.value);
                    if (index_otherStu_count!=-1)
                    {
                        x.otherStu.count.rank = index_otherStu_count + 1;
                    }
                }
                if (x.lesson.value>0)
                {
                    int index_lesson_count = rank_lesson_count.FindIndex(i => i==x.lesson.value);
                    if (index_lesson_count!=-1)
                    {
                        x.lesson.rank = index_lesson_count + 1;
                    }
                }
                #endregion
                #region
                if (x.tmd.duration.value>0)
                {
                    int index_tmd_duration = rank_tmd_duration.FindIndex(i => i==x.tmd.duration.value);
                    if (index_tmd_duration!=-1)
                    {
                        x.tmd.duration.rank = index_tmd_duration + 1;
                    }
                }
               
                if (x.hita.duration.value>0)
                {
                    int index_hita_duration = rank_hita_duration.FindIndex(i => i==x.hita.duration.value);
                    if (index_hita_duration!=-1)
                    {
                        x.hita.duration.rank = index_hita_duration + 1;
                    }
                }
                if (x.hiteach.duration.value>0)
                {
                    int index_hiteach_duration = rank_hiteach_duration.FindIndex(i => i==x.hiteach.duration.value);
                    if (index_hiteach_duration!=-1)
                    {
                        x.hiteach.duration.rank = index_hiteach_duration + 1;
                    }
                }
              
                if (x.ies5Tch.duration.value>0) {
                    int index_ies5Tch_duration = rank_ies5Tch_duration.FindIndex(i => i==x.ies5Tch.duration.value);
                    if (index_ies5Tch_duration!=-1)
                    {
                        x.ies5Tch.duration.rank = index_ies5Tch_duration + 1;
                    }
                }
               
                if (x.otherTch.duration.value>0)
                {
                    int index_otherTch_duration = rank_otherTch_duration.FindIndex(i => i==x.otherTch.duration.value);
                    if (index_otherTch_duration!=-1)
                    {
                        x.otherTch.duration.rank = index_otherTch_duration + 1;
                    }
                }
              
                if (x.ies5Stu.duration.value>0)
                {
                    int index_ies5Stu_duration = rank_ies5Stu_duration.FindIndex(i => i==x.ies5Stu.duration.value);
                    if (index_ies5Stu_duration!=-1)
                    {
                        x.ies5Stu.duration.rank = index_ies5Stu_duration + 1;
                    }
                }
               
                if (x.otherStu.duration.value>0)
                {
                    int index_otherStu_duration = rank_otherStu_duration.FindIndex(i => i==x.otherStu.duration.value);
                    if (index_otherStu_duration!=-1)
                    {
                        x.otherStu.duration.rank = index_otherStu_duration + 1;
                    }
                }
               
                #endregion
                #region
                if (x.tmd.stick.value>0) 
                {
                    int index_tmd_stick = rank_tmd_stick.FindIndex(i => i==x.tmd.stick.value);
                    if (index_tmd_stick!=-1)
                    {
                        x.tmd.stick.rank = index_tmd_stick + 1;
                    }
                }
                
                if (x.hita.stick.value>0)
                {
                    int index_hita_stick = rank_hita_stick.FindIndex(i => i==x.hita.stick.value);
                    if (index_hita_stick!=-1)
                    {
                        x.hita.stick.rank = index_hita_stick + 1;
                    }
                }
              
                if (x.hiteach.stick.value>0)
                {
                    int index_hiteach_stick = rank_hiteach_stick.FindIndex(i => i==x.hiteach.stick.value);
                    if (index_hiteach_stick!=-1)
                    {
                        x.hiteach.stick.rank = index_hiteach_stick + 1;
                    }
                }
               
                if (x.ies5Tch.stick.value>0)
                {
                    int index_ies5Tch_stick = rank_ies5Tch_stick.FindIndex(i => i==x.ies5Tch.stick.value);
                    if (index_ies5Tch_stick!=-1)
                    {
                        x.ies5Tch.stick.rank = index_ies5Tch_stick + 1;
                    }
                }
              
                if (x.otherTch.stick.value>0)
                {
                    int index_otherTch_stick = rank_otherTch_stick.FindIndex(i => i==x.otherTch.stick.value);
                    if (index_otherTch_stick!=-1)
                    {
                        x.otherTch.stick.rank = index_otherTch_stick + 1;
                    }
                }
               
                if (x.ies5Stu.stick.value>0) 
                {
                    int index_ies5Stu_stick = rank_ies5Stu_stick.FindIndex(i => i==x.ies5Stu.stick.value);
                    if (index_ies5Stu_stick!=-1)
                    {
                        x.ies5Stu.stick.rank = index_ies5Stu_stick + 1;
                    }
                }
               
                if (x.otherStu.stick.value>0) 
                {
                    int index_otherStu_stick = rank_otherStu_stick.FindIndex(i => i==x.otherStu.stick.value);
                    if (index_otherStu_stick!=-1)
                    {
                        x.otherStu.stick.rank = index_otherStu_stick + 1;
                    }
                }
                
                #endregion
            });
            return schoolStickiness;
        }

        /// <summary>
        /// 结算访问日志
        /// </summary>
        public static async Task<(List<SchoolStick> chinaSchoolStickiness, List<SchoolStick> globalSchoolStickiness)> VisitSettle(List<string> times ,AzureStorageFactory   _azureStorage,AzureRedisFactory _azureRedis, Region2LongitudeLatitudeTranslator _longitudeLatitudeTranslator, IPSearcher _ipSearcher) {

            List<SchoolStick> chinaSchoolStickiness = new List<SchoolStick>();
            List<SchoolStick> globalSchoolStickiness = new List<SchoolStick>();
            foreach (var timeDate in times)
            {
                List<ApiVisit> apiVisits = new List<ApiVisit>();
                if (DateTimeOffset.TryParse(timeDate, out DateTimeOffset date))
                {
                    
                    BlobDownloadResult result = await _azureStorage.GetBlobContainerClient("0-service-log").GetBlobClient($"http-log/{date:yyyy}/{date:MM}/{date:dd}/index.log").DownloadContentAsync();

                    var content = result.Content.ToString();
                    content= content.Substring(0, content.Length-2);
                    if (content.EndsWith("}"))
                    {
                        content=$"[{content}]";
                    }
                    else
                    {
                        content=$"[{content}}}]";
                    }
                    apiVisits.AddRange(content.ToObject<List<ApiVisit>>());
                    var dateNow = DateTimeOffset.Now.GetGMTTime(8);
                    if ($"{dateNow:yyyy-MM-dd}".Equals($"{date:yyyy-MM-dd}"))
                    {   //当前小时一致的
                        BlobDownloadResult resultHour = await _azureStorage.GetBlobContainerClient("0-service-log").GetBlobClient($"http-log/{date:yyyy}/{date:MM}/{date:dd}/{date:HH}.log").DownloadContentAsync();
                        var contentHour = resultHour.Content.ToString();
                        contentHour= contentHour.Substring(0, contentHour.Length-2);
                        if (contentHour.EndsWith("}"))
                        {
                            contentHour=$"[{contentHour}]";
                        }
                        else
                        {
                            contentHour=$"[{contentHour}}}]";
                        }
                        var httpLog = contentHour.ToObject<List<HttpLog>>();
                        (ConcurrentBag<ApiVisit> visits, ConcurrentBag<(string uuid, HttpLog httpLog, List<string> tmdid, List<string> school)> uuidInfo) = await SystemService.ConvertHttpLog(httpLog, _azureRedis, _ipSearcher, _longitudeLatitudeTranslator, dateNow, false);
                        apiVisits.AddRange(visits);
                    }
                }

                //大陆学校
                var chinaApiVisits = apiVisits.Where(x => x.hostName.Equals("大陆站"));
                var chinaSchoolVisits = apiVisits.Where(x => !string.IsNullOrWhiteSpace(x.school) && x.hostName.Equals("大陆站")).GroupBy(x => x.school);
                List<SchoolStick> chinaStickiness = CountSchoolStickiness(chinaSchoolVisits, chinaApiVisits);
                chinaSchoolStickiness.AddRange(chinaStickiness);

                //国际学校
                var globalApiVisits = apiVisits.Where(x => x.hostName.Equals("国际站"));
                var globalSchoolVisits = apiVisits.Where(x => !string.IsNullOrWhiteSpace(x.school) && x.hostName.Equals("国际站")).GroupBy(x => x.school);
                List<SchoolStick> globalStickiness = CountSchoolStickiness(globalSchoolVisits, globalApiVisits);
                globalSchoolStickiness.AddRange(globalStickiness);
            }
            return (chinaSchoolStickiness, globalSchoolStickiness);
        }
        public static async Task<(ConcurrentBag<ApiVisit> visits, ConcurrentBag<(string uuid, HttpLog httpLog, List<string> tmdid, List<string> school)> uuidInfo)>
            ConvertHttpLog(List<HttpLog> logs, AzureRedisFactory _azureRedis, IPSearcher _ipSearcher, Region2LongitudeLatitudeTranslator _longitudeLatitudeTranslator, DateTimeOffset gmt8Time, bool test = false)
        {
            ConcurrentBag<ApiVisit> visits = new ConcurrentBag<ApiVisit>();
            ConcurrentBag<(string uuid, HttpLog httpLog, List<string> tmdid, List<string> school)> uuidInfo = new ConcurrentBag<(string uuid, HttpLog httpLog, List<string> tmdid, List<string> school)>();
            object lockObj = new object();

            await Parallel.ForEachAsync(logs, async (log, _) =>
            {
                if (!log.path.Contains(".")) 
                {
                    string uuid = Guid.NewGuid().ToString();
                    List<string> schoolMatch = new List<string>();
                    List<string> useridMatch = new List<string>();
                    var vist = new ApiVisit()
                    {
                        id=uuid,
                        ip=log.ip,
                        tid=log.tid,
                        time= log.time,
                        userId= log.id,
                        school= log.school,
                        tname= log.name,
                        path = log.path,
                        client=log.p.Equals("os", StringComparison.OrdinalIgnoreCase) ? "ies5" : log.p,
                        scope=log.scope,
                        host= log.host,
                        hostName=log.hostName,
                        l=log.l,
                        year = $"{gmt8Time:yyyy}",
                        month = $"{gmt8Time:MM}",
                        day = $"{gmt8Time:dd}",
                        hour =$"{gmt8Time:HH}"
                    };
                    if (test)
                    {
                        var time = DateTimeOffset.FromUnixTimeMilliseconds(log.time);
                        //本地调试时间
                        if (vist.ip.Equals("0.0.0.1"))
                        {
                            time= time.AddHours(8);
                        }
                        vist.year = $"{time:yyyy}";
                        vist.month = $"{time:MM}";
                        vist.day = $"{time:dd}";
                        vist.hour =$"{time:HH}";
                    }
                    if (string.IsNullOrWhiteSpace(vist.userId))
                    {

                        //var jsonPathContext = new JsonPathContext();
                        //jsonPathContext.ValueSystem= new JsonTextValueSystem();
                        string path = "$..['id_token','idToken','idtoken','tmdid','id','teacherId','teacher','tid','tId','userid','userId','code','studentId','student','studentid']";

                        if (!log.param.ValueKind.Equals(JsonValueKind.Null)) {
                            JObject jsonObject = JObject.Parse(log.param.GetRawText());
                            //var nodes_path = jsonPathContext.SelectNodes(log.param, path);

                            var nodes_path = jsonObject.SelectTokens(path);
                            foreach (var node in nodes_path)
                            {
                                // 只获取是字符串的 
                                if (node.Type.Equals(JTokenType.String))
                                {
                                    switch (true)
                                    {
                                        case bool when node.Path.Contains("id_token")||node.Path.Contains("idToken")||node.Path.Contains("idtoken"):
                                            {
                                                try
                                                {
                                                    var jwt = new JwtSecurityToken($"{node}");
                                                    string id = jwt.Payload.Sub;
                                                    var name = jwt.Claims.FirstOrDefault(claim => claim.Type.Equals("name"))?.Value;
                                                    if (!string.IsNullOrWhiteSpace(id) && long.TryParse(id, out long _id))
                                                    {
                                                        vist.userId=id;
                                                        vist.scope="teacher";
                                                        vist.tname=name;
                                                        useridMatch.Add(id);
                                                    }
                                                }
                                                catch (Exception ex) { }
                                                break;
                                            }
                                        case bool when node.Path.Contains("tmdid")||node.Path.Contains("id")||node.Path.Contains("teacherId")
                                        ||node.Path.Contains("teacher")||node.Path.Contains("tid")||node.Path.Contains("tId")||node.Path.Contains("userid")
                                        ||node.Path.Contains("userId"):
                                            {
                                                if (!string.IsNullOrWhiteSpace($"{node}") && long.TryParse($"{node}", out long _id))
                                                {
                                                    vist.userId=$"{node}";
                                                    vist.scope="teacher";
                                                    useridMatch.Add($"{node}");

                                                }
                                                break;
                                            }
                                        case bool when node.Path.Contains("studentId")||node.Path.Contains("student")||node.Path.Contains("studentid"):
                                            {
                                                if (!string.IsNullOrWhiteSpace($"{node}") && long.TryParse($"{node}", out long _id))
                                                {
                                                    vist.userId=$"{node}";
                                                    vist.scope="student";
                                                    useridMatch.Add($"{node}");

                                                }
                                                break;
                                            }
                                        case bool when node.Path.Contains("code"):
                                            {
                                                if (!string.IsNullOrWhiteSpace($"{node}"))
                                                {
                                                    if (long.TryParse($"{node}", out long _id))
                                                    {
                                                        vist.userId=$"{node}";
                                                        useridMatch.Add($"{node}");
                                                    }
                                                    else
                                                    {
                                                        string[] codes = $"{node}".Split("-");
                                                        foreach (var _code in codes)
                                                        {
                                                            if (long.TryParse(_code, out long _codeid))
                                                            {
                                                                vist.userId=$"{node}";
                                                                useridMatch.Add($"{_code}");
                                                                break;
                                                            }
                                                        }
                                                    }
                                                }
                                                break;
                                            }
                                    }
                                }
                            }

                            if (log.path.Contains("process-notify", StringComparison.OrdinalIgnoreCase))
                            {
                                string s = log.param.ToJsonString().Replace("\\", "");
                                Regex regextmdid = new Regex("\"tmdid\":\"(\\d+)\"");
                                Match matchtmdid = regextmdid.Match(s);
                                if (matchtmdid.Success)
                                {
                                    var t = matchtmdid.Groups[1].Value;

                                    if (!string.IsNullOrWhiteSpace(t))
                                    {
                                        vist.userId=t;
                                        vist.scope="teacher";
                                        useridMatch.Add(t);
                                    }
                                }
                                Regex regexname = new Regex("\"tmdname\":\"(.+?)\"");
                                Match matchname = regexname.Match(s);
                                if (matchname.Success)
                                {
                                    var t = matchname.Groups[1].Value;
                                    if (!string.IsNullOrWhiteSpace(t))
                                    {
                                        vist.tname=t;
                                    }
                                }
                            }
                        }
                    }
                    else
                    {
                        if (string.IsNullOrWhiteSpace($"{vist.scope}"))
                        {
                            vist.scope="teacher";
                            uuidInfo.Add((uuid, log, new List<string>() { vist.userId }, new List<string>()));
                        }
                    }
                    if (string.IsNullOrWhiteSpace(vist.school) || vist.school.Equals("true") || vist.school.Equals("false"))
                    {
                        vist.school="";
                        string path = "$..['school','id','schoolId','schoolid','schoolCode','school_code','schoolcode','code']";
                        if (!log.param.ValueKind.Equals(JsonValueKind.Null)) {
                            JObject jsonObject = JObject.Parse(log.param.GetRawText());
                            var nodes_path = jsonObject.SelectTokens(path);
                            foreach (var node in nodes_path)
                            {
                                // 只获取是字符串的 
                                if (node.Type.Equals(JTokenType.String))
                                {
                                    switch (true)
                                    {
                                        case bool when node.Path.Contains("school")||node.Path.Contains("id")||node.Path.Contains("schoolId")
                                        ||node.Path.Contains("schoolid")||node.Path.Contains("schoolCode")||node.Path.Contains("school_code")||node.Path.Contains("schoolcode"):
                                            {
                                                if (!$"{node}".Contains("-")&&  $"{node}".Length<=8 && $"{node}".Length>=1)
                                                {
                                                    vist.school=$"{node}";
                                                    schoolMatch.Add($"{node}");
                                                }
                                                break;
                                            }
                                        case bool when node.Path.Contains("code"):
                                            {
                                                if (!$"{node}".Contains("-")&&  $"{node}".Length<=8&& $"{node}".Length>=1)
                                                {
                                                    vist.school=$"{node}";
                                                    schoolMatch.Add($"{node}");
                                                }
                                                else
                                                {
                                                    string[] codes = $"{node}".Split("-");
                                                    foreach (var _code in codes)
                                                    {
                                                        if ($"{_code}".Length<=8  && $"{_code}".Length>=1)
                                                        {
                                                            vist.school=$"{_code}";
                                                            schoolMatch.Add($"{_code}");
                                                            break;
                                                        }
                                                    }
                                                }
                                                break;
                                            }
                                    }
                                }

                            }
                            if (log.path.Contains("process-notify", StringComparison.OrdinalIgnoreCase))
                            {
                                string s = log.param.ToJsonString().Replace("\\", "");
                                Regex regexname = new Regex("\"schoolId\":\"(.+?)\"");
                                Match matchname = regexname.Match(s);
                                if (matchname.Success)
                                {
                                    var t = matchname.Groups[1].Value;
                                    if (!string.IsNullOrWhiteSpace(t))
                                    {
                                        vist.school=t;
                                    }
                                }
                            }
                        }

                    }
                    //处理 client
                    {
                        if (!string.IsNullOrWhiteSpace(log.client))
                        {
                            if (log.client.Equals("IES", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="ies5";
                            }
                            if (log.client.Equals("AClassONE", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="aclassone";
                            }
                            if (log.client.Equals("BB", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="habb";
                            }
                            if (log.client.Equals("HiTool", StringComparison.OrdinalIgnoreCase) ||log.client.Equals("HiTools", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="hiscan";
                            }
                            if (log.client.Equals("HiTA", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="hita";
                                vist.scope="teacher";
                            }
                            if (log.client.Equals("HiTeachCC", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="hiteachcc";
                            }
                            if (log.client.Equals("HiTeach", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.scope="teacher";
                                vist.client="hiteach";
                            }
                            if (log.client.Equals("Open", StringComparison.OrdinalIgnoreCase))
                            {
                                vist.client="open";
                            }
                        }
                    }
                    //补全站点
                    {
                        if (
                            (log.host.Equals("wwww.teammodel.net")||log.host.Equals("ies5-rc.teammodel.net")))
                        {
                            vist.hostName="国际站";
                            vist.host="www.teammodel.net";
                            vist.client="ies5";
                            vist.l="Global";
                        }
                        else if (
                             log.host.Equals("teammodelos-yx.chinacloudsites.cn")||log.host.Equals("teammodelos.chinacloudsites.cn")
                             ||log.host.Equals("yx.teammodel.cn")||log.host.Equals("teammodelos-rc.chinacloudsites.cn")||log.host.Equals("rc.teammodel.cn")|| log.host.Equals("www.teammodel.cn"))
                        {
                            vist.hostName="大陆站";
                            vist.host="www.teammodel.cn";
                            vist.client="ies5"; vist.l="China";
                        }
                        else if ((log.host.Contains("localhost")  &&  log.p.Equals("os"))|| log.host.Equals("teammodelos-test.chinacloudsites.cn") ||log.host.Equals("test.teammodel.cn"))
                        {
                            vist.hostName="测试站";
                            vist.host="test.teammodel.cn";
                            vist.client="ies5";
                            vist.l="China";
                        }
                        else if (
                           (log.host.Equals("scyx.teammodel.cn")  ||log.host.Equals("jinniu.teammodel.cn")))
                        {
                            vist.hostName="研修2.0";
                            vist.host="scyx.teammodel.cn";
                            vist.client="ability"; vist.l="China";
                        }
                        else if (
                            log.host.Equals("open.teammodel.cn")||log.host.Equals("open-test.teammodel.cn")  ||log.host.Equals("zhiyin-test.teammodel.cn"))
                        {
                            vist.hostName="开放平台";
                            vist.host="open.teammodel.cn";
                            vist.client="open";
                            vist.l="China";
                        }
                        else if ((log.host.Equals("bi-rc.teammodel.net") || log.host.Equals("bi.teammodel.net")))
                        {
                            vist.hostName="国际站";
                            vist.host="bi.teammodel.net";
                            vist.client="bi";
                            vist.scope="admin";
                            vist.l="Global";
                        }
                        else if (log.host.Equals("teammodelbi.chinacloudsites.cn") ||log.host.Equals("bi.teammodel.cn"))
                        {
                            vist.hostName="大陆站";
                            vist.host="bi.teammodel.cn";
                            vist.client="bi";
                            vist.scope="admin";
                            vist.l="China";
                        }
                        else if (log.host.Equals("bitest.teammodel.cn")||log.host.Equals("teammodelbi-test.chinacloudsites.cn")||(log.host.Contains("localhost")  && (log.p.Equals("bi"))))
                        {
                            vist.hostName="测试站";
                            vist.host="testbi.teammodel.cn";
                            vist.client="bi";
                            vist.scope="admin";
                            vist.l="China";
                        }
                        else if (
                            log.host.Equals("teamcontest.chinacloudsites.cn")||log.host.Equals("contest.chinacloudsites.cn")||log.host.Equals("contest-test.chinacloudsites.cn"))
                        {
                            vist.hostName="大陆站";
                            vist.host="contest.teammodel.cn";
                            vist.client="contest"; vist.l="China";
                        }
                        else if (
                             log.host.Equals("hiteachcc.chinacloudsites.cn"))
                        {
                            vist.hostName="正式站";
                            vist.host="hiteachcc.teammodel.cn";
                            vist.client="hiteachcc";
                            vist.l="China";
                        }
                        else if (log.host.Equals("appraisal.chinacloudsites.cn"))
                        {
                            vist.hostName="大陆站";
                            vist.host="appraisal.teammodel.cn";
                            vist.client="appraisal";
                            vist.l="China";
                        }
                        else if ((log.host.Contains("localhost")  &&  log.p.Equals("appraisal"))||log.host.Equals("appraisal-test.teammodel.cn")  ||log.host.Equals("appraisal-test.chinacloudsites.cn"))
                        {
                            vist.hostName="测试站";
                            vist.host="appraisal-test.teammodel.cn";
                            vist.client="appraisal";
                            vist.l="China";
                        }
                        else
                        {
                            if (!string.IsNullOrWhiteSpace(log.p))
                            {
                                vist.client=log.p.Equals("os", StringComparison.OrdinalIgnoreCase) ? "ies5" : log.p;
                            }
                            else
                            {
                                vist.client="other";
                            }
                            if (log.host.EndsWith(".cn"))
                            {
                                vist.hostName="大陆站";
                                vist.l="China";
                            }
                            else if (log.host.EndsWith(".net"))
                            {
                                vist.hostName="国际站";
                                vist.l="Global";
                            }
                            else
                            {
                                vist.hostName="其他";
                                vist.l="其他";

                            }

                        }
                    }

                    //补全产品端
                    {
                        //研修2.0
                        if (log.path.Contains("research")  || log.path.Contains("study")  || log.path.Contains("standard-file"))
                        {
                            vist.client="ability";
                        }
                        if (log.path.Contains("teacher"))
                        {
                            vist.scope="teacher";
                        }
                        if (log.path.Contains("tmduser"))
                        {
                            vist.scope=Constant.ScopeTmdUser;
                        }
                        if (log.path.Contains("student/login"))
                        {
                            vist.scope=Constant.ScopeStudent;
                        }
                        if (log.path.StartsWith("/activity"))
                        {
                            vist.client="contest";
                        }
                        //小程序
                        if (log.path.Contains("aclassone"))
                        {
                            vist.client="aclassone";
                        }
                        //  /// <summary>
                        /// ExamInfo  qamode   書面問答類型 0:書面問答 1:紙本測驗 2:艺术评测
                        /// </summary>
                        //艺术评测
                        if (log.path.Contains("art") ||log.path.Contains("aclassone/find-children-activity")  ||log.path.Contains("aclassone/find-teacher-activity") ||log.path.Contains("aclassone/find-summary-activity") ||log.path.Contains("aclassone/upload-all") ||log.path.Contains("aclassone/delete"))
                        {
                            vist.client="art";
                        }
                        if (log.path.Contains("common/exam/upsert-record"))
                        {
                            JObject jobject = JObject.Parse(log.param.GetRawText());
                            var jtokens = jobject.SelectTokens("$..artId");
                            if (jtokens!=null && jtokens.Count()>0)
                            {
                                vist.client="art";
                                vist.scope=Constant.ScopeStudent;
                            }
                        }
                        if (log.path.Contains("habb"))
                        {
                            vist.client="habb";
                        }
                        //阅卷客户端
                        if (log.path.Contains("hiscan"))
                        {
                            vist.client="hiscan";
                        }
                        if (log.path.Contains("hita"))
                        {
                            vist.client="hita";
                        }
                        if (log.path.Contains("hiteachcc"))
                        {
                            vist.client="hiteachcc";
                        }
                        if (log.path.Contains("sokrate"))
                        {
                            vist.client="sokrate";
                        }
                        if (log.path.Contains("sokrate") || log.path.Contains("score"))
                        {
                            vist.client="sokrate";
                        }
                        if (log.path.Contains("hiteach"))
                        {
                            vist.client="hiteach";
                        }
                        ///IES开放平台
                        if (log.path.Contains("business")  || log.path.Contains("biz") || log.path.Contains("openapi-config")  || log.path.Contains("open-api"))
                        {
                            vist.client="open";
                        }
                        //从token的role 能否获取 开放平台
                        //单点登录及第三方接口
                        if (log.path.Contains("lepei") || log.path.Contains("sc/")  || log.path.Contains("/sso") || log.path.Contains("sc-init")|| log.path.Contains("moofen") || log.path.Contains("data-push") || log.path.Contains("xkw")|| log.path.Contains("tianbo")
                            || log.path.Contains("oauth/check-bind")|| log.path.Contains("dingding")  || log.path.Contains("wechat")
                            )
                        {
                            vist.client="sso-third";
                        }
                    }

                    //处理IP转地区
                    var region = await _ipSearcher.SearchIpAsync(vist.ip);
                    if (string.IsNullOrWhiteSpace(region))
                    {
                        region="未知IP·未知IP·未知IP";
                    }
                    if (!string.IsNullOrWhiteSpace(region))
                    {
                        region=   region.Replace("省·", "·").Replace("市·", "·").Replace("特别行政区·", "·").Replace("藏族羌族自治州·", "·");
                        var regions = region.Split("·");
                        if (regions.Length==4)
                        {
                            vist.area=  regions[0];
                            vist.province   = regions[1];
                            vist.city = regions[2];
                        }
                        if (regions.Length==3)
                        {
                            vist.area=  regions[0];
                            vist.province   = regions[1];
                        }
                        if (regions.Length==2)
                        {
                            vist.area=  regions[0];
                            vist.province   = regions[1];
                        }
                        if (regions.Length==1)
                        {
                            vist.area=  regions[0];
                        }
                    }

                    //处理地区转经纬度
                    {
                        IEnumerable<JToken> tokens = default;
                        if (!string.IsNullOrWhiteSpace(vist.city) && !string.IsNullOrWhiteSpace(vist.province)  && !string.IsNullOrWhiteSpace(vist.area))
                        {
                            tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.province=~ /.*{vist.province}/i && @.city=~ /.*{vist.city}/i)]");
                            if (!(tokens.Any() && tokens.Count()>0))
                            {
                                tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.province=~ /.*{vist.city}/i && @.city=~ /.*{vist.province}/i)]");
                                if (!(tokens.Any() && tokens.Count()>0))
                                {
                                    tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.province=~ /.*{vist.city}/i || @.city=~ /.*{vist.city}/i)]");
                                }
                                if (!(tokens.Any() && tokens.Count()>0))
                                {
                                    tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.province=~ /.*{vist.province}/i||@.city=~ /.*{vist.province}/i)]");
                                }
                            }

                        }
                        else if (string.IsNullOrWhiteSpace(vist.city) && !string.IsNullOrWhiteSpace(vist.province) && !string.IsNullOrWhiteSpace(vist.area))
                        {
                            if (vist.area.Equals("中国"))
                            {
                                tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.province=~ /.*{vist.province}/i)]");
                                if (!(tokens.Any() && tokens.Count()>0))
                                {
                                    tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.city=~ /.*{vist.province}/i)]");
                                }
                            }
                            else
                            {
                                tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.city=~ /.*{vist.province}/i || @.province=~ /.*{vist.province}/i)]");
                            }
                        }
                        else if (!string.IsNullOrWhiteSpace(vist.city) && string.IsNullOrWhiteSpace(vist.province)&& !string.IsNullOrWhiteSpace(vist.area))
                        {
                            if (vist.area.Equals("中国"))
                            {
                                tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.province=~ /.*{vist.city}/i)]");
                                if (!(tokens.Any() && tokens.Count()>0))
                                {
                                    tokens= _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.city=~ /.*{vist.province}/i)]");
                                }
                            }
                            else
                            {
                                tokens=  _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.city=~ /.*{vist.city}/i || @.city=~ /.*{vist.province}/i)]");
                            }
                        }
                        else if (string.IsNullOrWhiteSpace(vist.city) && string.IsNullOrWhiteSpace(vist.province)&& !string.IsNullOrWhiteSpace(vist.area))
                        {
                            tokens=  _longitudeLatitudeTranslator.regionJson.SelectTokens($"$..[?(@.country=~ /.*{vist.area}/i && @.m=='1')]");
                        }
                        if (tokens!=null &&   tokens.Any())
                        {
                            List<RegionLngLat> regionLngLats = new List<RegionLngLat>();
                            foreach (JToken token in tokens)
                            {
                                regionLngLats.Add(token.ToString().ToObject<RegionLngLat>());
                            }
                            var points = regionLngLats.FindAll(x => string.IsNullOrWhiteSpace(x.area));
                            if (!points.IsNotEmpty())
                            {
                                points= regionLngLats.FindAll(x => !string.IsNullOrWhiteSpace(x.m) && x.m.Equals("1"));
                            }

                            if (string.IsNullOrWhiteSpace(vist.city))
                            {
                                vist.city=points?.FirstOrDefault()?.city;
                                if (!string.IsNullOrWhiteSpace(vist.city)  && vist.city.EndsWith("市"))
                                {
                                    vist.city=vist.city.Replace("市", "");
                                }
                            }
                            vist.lat=points?.FirstOrDefault()?.lat;
                            vist.lng=points?.FirstOrDefault()?.lng;

                        }
                        else
                        {
                            if (vist.area.Equals("内网IP"))
                            {
                                if (vist.host.Contains(".cn") || vist.host.Contains("localhost"))
                                {
                                    vist.lat="30.655821878416408";
                                    vist.lng="104.08153351042463";
                                    vist.area="中国";
                                    vist.province="四川";
                                    vist.city="成都";
                                }
                                else
                                {
                                    vist.lat="25.044332";
                                    vist.lng="121.509062";
                                    vist.area="中国";
                                    vist.province="台湾";
                                    vist.city="台湾";
                                }

                            }
                            else
                            {
                                vist.lat="30.655821878416408";
                                vist.lng="104.08153351042463";
                                vist.area="中国";
                                vist.province="四川";
                                vist.city="成都";
                            }
                        }

                    }

                    uuidInfo.Add((uuid, log, useridMatch, schoolMatch));
                    visits.Add(vist);
                }
            }
);

            List<(string tmd, bool exists, string scope)> tmdexists = new List<(string tmd, bool exists, string scope)>();
            List<(string sch, bool exists)> schexists = new List<(string sch, bool exists)>();
            var tmds = uuidInfo.SelectMany(x => x.tmdid).ToHashSet();
            if (tmds.Any())
            {
                foreach (var tmd in tmds)

                {
                    var exists = await _azureRedis.GetRedisClient(8).KeyExistsAsync($"Blob:Catalog:{tmd}");
                    if (exists)
                    {
                        tmdexists.Add((tmd, exists, "teacher"));
                    }
                    else
                    {
                        exists = await _azureRedis.GetRedisClient(8).KeyExistsAsync($"Login:School:hbcn:student:{tmd}");
                        tmdexists.Add((tmd, exists, "student"));
                    }
                }

            }
            var schs = uuidInfo.SelectMany(x => x.school).ToHashSet();
            if (schs.Any())
            {
                foreach (var sch in schs)
                {
                    var exists = await _azureRedis.GetRedisClient(8).KeyExistsAsync($"Blob:Catalog:{sch}");
                    schexists.Add((sch, exists));
                }
            }
            foreach (var item in uuidInfo)
            {
                foreach (var tmd in item.tmdid)
                {
                    var tmdext = tmdexists.Find(x => x.tmd.Equals(tmd));
                    if (tmdext.tmd!= null  && tmdext.exists)
                    {
                        var vist = visits.Where(x => x.id.Equals(item.uuid));
                        foreach (var vi in vist)
                        {
                            vi.userId=tmd;
                            if (string.IsNullOrWhiteSpace(vi.scope))
                            {
                                vi.scope=tmdext.scope;
                            }
                        }
                        break;
                    }
                }
                foreach (var sch in item.school)
                {
                    var schext = schexists.Find(x => x.sch.Equals(sch));
                    if (schext.sch!= null  && schext.exists)
                    {
                        var vist = visits.Where(x => x.id.Equals(item.uuid));
                        foreach (var vi in vist)
                        {
                            vi.school=sch;
                        }
                        break;
                    }
                }
            }
            return (visits, uuidInfo);
        }
        public class ApiVisit
        {
            public string id { get; set; }
            public string path { get; set; }
            /// <summary>
            /// 细分
            /// ies5 ,hiteach,hita,cc,bi,contest,open,aclassone,sokrates,ability,art
            /// 产品端
            /// </summary>
            public string client { get; set; }
            /// <summary>
            /// 具体功能
            /// </summary>
           // public string func { get; set; }

            public string userId { get; set; }
            public string scope { get; set; }
            public string tname { get; set; }
            public string school { get; set; }
            public string ip { get; set; }
            //public string region { get; set; }
            public string area { get; set; }
            public string province { get; set; }
            public string city { get; set; } = "";
            public long time { get; set; }
            /// <summary>
            /// 
            /// </summary>
            public string host { get; set; }
            public string hostName { get; set; } = "其他";
            /// <summary>
            /// tokenid
            /// </summary>
            public string tid { get; set; }
            public string year { get; set; }
            public string month { get; set; }
            public string day { get; set; }
            public string hour { get; set; }
            //public RegionLngLat point { get; set; }
            public string lat { get; set; }
            public string lng { get; set; }
            public string l { get; set; }
        }

        public class HttpLog
        {
            public string ip { get; set; }
            public long time { get; set; }
            public string host { get; set; }
            public string hostName = "其他";
            public string tid { get; set; }
            public string path { get; set; }
            public string client { get; set; }
            public JsonElement param { get; set; }
            public string id { get; set; }
            public string name { get; set; }
            public string school { get; set; }
            public string p { get; set; }
            // public string ua { get; set; }
            // public string referer { get; set;  }
            public string scope { get; set; }
            public string year { get; set; }
            public string month { get; set; }
            public string day { get; set; }
            public string hour { get; set; }
            public string l { get; set; }

        }
        public record RegionLngLat
        {
            public string country { get; set; }
            public string province { get; set; }
            public string city { get; set; }
            public string lat { get; set; }
            public string lng { get; set; }
            public string area { get; set; }
            public string m { get; set; } = "0";
        }

        public class CountData
        {
            public string pk { get; set; } = "";
            public string sk { get; set; } = "";
            public string sp { get; set; } = "";
            public int count { get; set; }
        }

        public class SchoolStick
        {
           
            /// <summary>
            /// 名字
            /// </summary>
            public string name { get; set; }
            public string picture { get; set; }
            /// <summary>
            /// 编码
            /// </summary>
            public string id { get; set; }
            public string last { get; set; }

            #region tmd
            public ClientStick tmd { get; set; } = new ClientStick();
            #endregion


            #region hiteach
            public ClientStick hiteach { get; set; } = new ClientStick();
            public Indicator lesson { get; set; } = new Indicator();
            #endregion

            #region hita
            public ClientStick hita { get; set; } = new ClientStick();
            #endregion

            #region ies5Teacher
            public ClientStick ies5Tch { get; set; } = new ClientStick();
            #endregion

            #region otherTeacher

            public ClientStick otherTch { get; set; } = new ClientStick();
            #endregion

            #region ies5Student
            public ClientStick ies5Stu { get; set; } = new ClientStick();
            #endregion

            #region otherStudent
            public ClientStick otherStu { get; set; } = new ClientStick();
            #endregion

            public List<TchStick> tchSticks { get; set; } = new List<TchStick>();
            public List<StuStick> stuSticks { get; set; } = new List<StuStick>();
        }
        public class TchStick {
            public string school { get; set; }
            /// <summary>
            /// 名字
            /// </summary>
            public string name { get; set; }
            public string picture { get; set; }
            /// <summary>
            /// 编码
            /// </summary>
            public string id { get; set; }
            public string last { get; set; }

            #region tmd
            public ClientStick tmd { get; set; } = new ClientStick();
            #endregion


            #region hiteach
            public ClientStick hiteach { get; set; } = new ClientStick();
            public Indicator lesson { get; set; } = new Indicator();
            #endregion

            #region hita
            public ClientStick hita { get; set; } = new ClientStick();
            #endregion

            #region ies5Teacher
            public ClientStick ies5Tch { get; set; } = new ClientStick();
            #endregion

            #region otherTeacher

            public ClientStick otherTch { get; set; } = new ClientStick();
            #endregion



        }
        public class StuStick
        {
            public string school { get; set; }

            /// <summary>
            /// 名字
            /// </summary>
            public string name { get; set; }
            public string picture { get; set; }
            /// <summary>
            /// 编码
            /// </summary>
            public string id { get; set; }
            public string last { get; set; }

            #region tmd
            public ClientStick tmd { get; set; } = new ClientStick();
            #endregion
            #region ies5Student
            public ClientStick ies5Stu { get; set; } = new ClientStick();
            #endregion

            #region otherStudent
            public ClientStick otherStu { get; set; } = new ClientStick();
            #endregion
        }
        public class ClientStick
        {
            public int userCount { get; set; }
           
            public Indicator stick { get; set; } = new Indicator();
            public Indicator duration { get; set; } = new Indicator();
            public Indicator count { get; set; } = new Indicator();
        }
        public class Indicator
        {
            /// <summary>
            /// 值
            /// </summary>
            public double value { get; set; } = 0;
            /// <summary>
            /// 值的增减浮动
            /// </summary>
            public double range { get; set; } = 0;
            /// <summary>
            /// 排名
            /// </summary>
            public double rank { get; set; } = 0;
            /// <summary>
            /// 排名的上升下降
            /// </summary>
            public double updown { get; set; } = 0;
        }

    }
}