.NetCore+Redis模擬秒殺商品活動(分析)

風靈使發表於2018-04-25

主頁

這裡寫圖片描述

HomeController

using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using Microsoft.AspNetCore.Mvc;
using SeckillPro.Com.Tool;
using SeckillPro.Com.Model.CrmModel;
using SeckillPro.Com.Model;
using SeckillPro.Com.Common;
using System.Net.Http;
using SeckillPro.Com.Model.ApiModel;
using Newtonsoft.Json;

namespace SeckillPro.Web.Controllers
{
    public class HomeController : Controller
    {
        //redis引用
        private StackRedis _redis = StackRedis.Current;

        /// <summary>
        /// 使用者搶購商品列表
        /// </summary>
        /// <returns></returns>
        public async Task<IActionResult> Index()
        {
            #region  使用ip模擬登入賬號
            var token = "Sid_" + HttpContext.Connection.RemoteIpAddress.ToString();
            var sessionData = await _redis.Get<MoUserInfo>(token);
            if (sessionData == null || sessionData.UserId <= 0)
            {
                //使用者基本資訊
                var moUser = new MoUserInfo();
                moUser.UserId = await DataKeyHelper.Current.GetKeyId(EnumHelper.EmDataKey.UserId);
                moUser.NickName = token;
                //redis儲存session，預設30分鐘失效
                var isLogin = await _redis.Set<MoUserInfo>(token, moUser, 30);
                if (isLogin)
                {
                    ViewData["MoUser"] = moUser;
                    //加入cookie
                    Response.Cookies.Append(EnumHelper.EmDataKey.SessionKey.ToString(), token, new Microsoft.AspNetCore.Http.CookieOptions
                    {
                        Expires = DateTime.Now.AddMinutes(30),
                        HttpOnly = true
                    });
                }
            }
            else
            {
                ViewData["MoUser"] = sessionData;
                //已經是登陸狀態，需要重新設定失效時間
                var isLogin = await _redis.Set<MoUserInfo>(token, sessionData, 30);
                Response.Cookies.Append(EnumHelper.EmDataKey.SessionKey.ToString(), token, new Microsoft.AspNetCore.Http.CookieOptions
                {
                    Expires = DateTime.Now.AddMinutes(30),
                    HttpOnly = true
                });
            }
            #endregion

            //商品列表
            var shoppings = await _redis.GetHashsToList<MoShopping>(EnumHelper.EmDataKey.ShoppingHash.ToString());
            Response.Headers.Add("PageCache-Time", $"{60 * 2}");  //2分鐘
            return View(shoppings);
        }

        [HttpGet]
        public async Task<IActionResult> Qiang(int? id)
        {
            if (id == null) { return BadRequest(); }

            var shop = await _redis.GetHashField<MoShopping>(EnumHelper.EmDataKey.ShoppingHash.ToString(), id.ToString());
            if (shop == null) { return NotFound(); }
            return View(shop);
        }

        [HttpPost]
        public async Task<IActionResult> Qiang(MoKaiQiang qiang)
        {

            #region 基礎驗證
            if (qiang == null || qiang.ShopId <= 0) { return RedirectToAction("Error", new { msg = "操作太快，請稍後重試。" }); }

            if (!Request.Cookies.TryGetValue(EnumHelper.EmDataKey.SessionKey.ToString(), out string token))
            {
                return RedirectToAction("Error", new { msg = "請先去登入。" });
            }
            var sessionData = await _redis.Get<MoUserInfo>(token);
            if (sessionData == null || sessionData.UserId <= 0) { return RedirectToAction("Error", new { msg = "請先去登入！" }); }

            var shop = await _redis.GetHashField<MoShopping>(EnumHelper.EmDataKey.ShoppingHash.ToString(), qiang.ShopId.ToString());
            if (shop == null) { return NotFound(); }
            else if (shop.MaxNum <= 0)
            {
                return RedirectToAction("Error", new { msg = $"你太慢了，商品：{shop.Name}，已經被搶完了！" });
            }
            else if (shop.MaxNum < qiang.Num)
            {
                return RedirectToAction("Error", new { msg = $"庫存不足，商品：{shop.Name}，只剩{shop.MaxNum}了！" });
            }
            else if (shop.MaxGouNum < qiang.Num)
            {
                return RedirectToAction("Error", new { msg = $"一個賬號每次最多隻能搶購【{shop.Name}】{shop.MaxGouNum}件。" });
            }

            #endregion

            #region 請求搶購商品的分散式介面
            var rq = new MoQiangGouRq();
            rq.Num = qiang.Num;
            rq.ShoppingId = qiang.ShopId;
            rq.MemberRq = new MoMemberRq
            {
                Ip = HttpContext.Connection.RemoteIpAddress.ToString(),  //使用者Ip
                RqSource = (int)EnumHelper.EmRqSource.Web,
                Token = token
            };
            var strRq = JsonConvert.SerializeObject(rq);
            var content = new StringContent(strRq, System.Text.Encoding.UTF8, "application/json");

            //基礎介面地址
            //string apiBaseUrl = $"http://{HttpContext.Connection.LocalIpAddress}:4545";
            string apiBaseUrl = $"http://localhost:4545";
            var qiangApiUrl = $"{apiBaseUrl}/api/order/SubmitQiangGouOrder";
            var strRp = await HttpTool.HttpPostAsync(qiangApiUrl, content, 30);
            if (string.IsNullOrWhiteSpace(strRp))
            {
                return RedirectToAction("Error", new { msg = $"搶單超時，請檢視你的訂單列表是否搶單成功。" });
            }
            var rp = JsonConvert.DeserializeObject<MoQiangGouRp>(strRp);
            if (rp == null)
            {
                return RedirectToAction("Error", new { msg = $"搶單超時，請檢視你的訂單列表是否搶單成功。" });
            }
            else if (rp.RpStatus != 1)
            {
                return Error(rp.RpMsg);
            }
            #endregion

            return RedirectToAction("QiangResult", new { id = rp.OrderId });
        }

        /// <summary>
        /// 搶購結果
        /// </summary>
        /// <param name="id"></param>
        /// <returns></returns>
        [HttpGet]
        public async Task<IActionResult> QiangResult(long? id)
        {
            if (id == null) { return BadRequest(); }
            if (!Request.Cookies.TryGetValue(EnumHelper.EmDataKey.SessionKey.ToString(), out string token))
            {
                return RedirectToAction("Error", new { msg = $"請先去登入" });
            }

            var rq = new MoOrderDetailRq();
            rq.OrderId = Convert.ToInt64(id);
            rq.MemberRq = new MoMemberRq { Token = token };

            var strRq = JsonConvert.SerializeObject(rq);
            var content = new StringContent(strRq, System.Text.Encoding.UTF8, "application/json");

            //基礎介面地址
            //string apiBaseUrl = $"http://{HttpContext.Connection.LocalIpAddress}:4545";
            string apiBaseUrl = $"http://localhost:4545";

            var qiangApiUrl = $"{apiBaseUrl}/api/order/GetOrderDetail";
            var strRp = await HttpTool.HttpPostAsync(qiangApiUrl, content, 30);
            if (string.IsNullOrWhiteSpace(strRp))
            {
                return RedirectToAction("Error", new { msg = "查詢失敗，請稍後重試。" });
            }
            var rp = JsonConvert.DeserializeObject<MoOrderDetailRp>(strRp);
            if (rp == null) { return RedirectToAction("Error", new { msg = $"查詢失敗，請稍後重試！" }); }
            else if (rp.RpStatus != 1)
            {
                return RedirectToAction("Error", new { msg = rp.RpMsg });
            }
            return View(rp);
        }

        /// <summary>
        /// 訂單列表
        /// </summary>
        /// <returns></returns>
        public async Task<IActionResult> OrderList()
        {
            if (!Request.Cookies.TryGetValue(EnumHelper.EmDataKey.SessionKey.ToString(), out string token))
            {
                return RedirectToAction("Error", new { msg = "請先去登入。" });
            }
            var sessionData = await _redis.Get<MoUserInfo>(token);
            if (sessionData == null || sessionData.UserId <= 0) { return RedirectToAction("Error", new { msg = "請先去登入！" }); }

            var orderList = await _redis.GetHashsToList<MoOrderInfo>($"User_{sessionData.UserId}");
            return View(orderList);
        }

        #region 商品後臺管理
        /// <summary>
        /// 商品後臺管理列表（後臺人員設定）
        /// </summary>
        /// <returns></returns>
        public async Task<IActionResult> ShoppingManage()
        {
            //獲取原有商品
            var shoppings = await _redis.GetHashsToList<MoShopping>(EnumHelper.EmDataKey.ShoppingHash.ToString());
            return View(shoppings);
        }

        #region 新增商品
        [HttpGet]
        public IActionResult ShoppingAdd()
        {
            return View();
        }
        [HttpPost]
        public async Task<IActionResult> ShoppingAdd(MoShopping shopping)
        {

            //加入商品列表
            shopping.Id = await DataKeyHelper.Current.GetKeyId(EnumHelper.EmDataKey.ShoppingId);
            shopping.MaxNum = shopping.MaxNum < 0 ? 0 : shopping.MaxNum;
            shopping.MaxGouNum = shopping.MaxGouNum <= 0 ? 1 : shopping.MaxGouNum;
            shopping.Url = string.IsNullOrWhiteSpace(shopping.Url) ? "https://ss1.bdstatic.com/70cFvXSh_Q1YnxGkpoWK1HF6hhy/it/u=112998166,256272819&fm=117&gp=0.jpg" : shopping.Url;
            var result = await _redis.SetOrUpdateHashsField<MoShopping>(EnumHelper.EmDataKey.ShoppingHash.ToString(), shopping.Id.ToString(), shopping);
            if (result > 0) { return RedirectToAction("ShoppingManage"); }
            return View(shopping);
        }
        #endregion

        #endregion

        public IActionResult About()
        {
            ViewData["Message"] = "Your application description page.";

            return View();
        }

        public IActionResult Contact()
        {
            ViewData["Message"] = "Your contact page.";

            return View();
        }

        public IActionResult Error(string msg = "怎麼就迷路了呢。")
        {
            ViewData["msg"] = msg;
            return View();
        }
    }

    public class MoKaiQiang
    {
        public long ShopId { get; set; }
        public int Num { get; set; }
    }
}

redis裡的商品
這裡寫圖片描述

redis裡的訂單
這裡寫圖片描述

redis裡的使用者
這裡寫圖片描述

訂單列表

這裡寫圖片描述

請求API的響應
這裡寫圖片描述

OrderController

using System;
using System.Collections.Generic;
using System.Linq;
using System.Threading.Tasks;
using Microsoft.AspNetCore.Mvc;
using Newtonsoft.Json;
using SeckillPro.Com.Model.ApiModel;
using SeckillPro.Com.Tool;
using SeckillPro.Com.Model.CrmModel;
using SeckillPro.Com.Model;
using SeckillPro.Com.Common;
using System.IO;

namespace SeckillPro.Api.Controllers
{
    [Route("api/[controller]/[action]")]
    public class OrderController : Controller
    {
        //redis引用
        private StackRedis _redis = StackRedis.Current;

        // GET api/values
        [HttpGet]
        public IEnumerable<string> Get()
        {
            return new string[] { "value1", "value2" };
        }

        // GET api/values/5
        [HttpGet("{id}")]
        public string Get(int id)
        {
            return "value";
        }

        /// <summary>
        /// 搶單
        /// </summary>
        /// <returns></returns>
        [HttpPost]
        public async Task<MoQiangGouRp> SubmitQiangGouOrder()
        {
            var rp = new MoQiangGouRp { RpMsg = EnumHelper.EmOrderStatus.搶購失敗.ToString() };
            try
            {
                var strRq = string.Empty;
                using (var stream = Request.Body)
                {
                    using (var reader = new StreamReader(stream))
                    {
                        strRq = await reader.ReadToEndAsync();
                    }
                }
                if (string.IsNullOrWhiteSpace(strRq)) { return rp; }

                var rq = JsonConvert.DeserializeObject<MoQiangGouRq>(strRq);
                if (rq.ShoppingId <= 0 || rq.MemberRq == null) { return rp; }

                #region 驗證

                //登入驗證
                if (string.IsNullOrWhiteSpace(rq.MemberRq.Token))
                {
                    rp.RpMsg = $"未登入，請登入後重試。";
                    return rp;
                }
                var sessionData = await _redis.Get<MoUserInfo>(rq.MemberRq.Token);
                if (sessionData == null)
                {
                    rp.RpMsg = $"登入失效，請重新登入！";
                    return rp;
                }

                //庫存驗證
                var shopsKey = EnumHelper.EmDataKey.ShoppingHash.ToString();
                var shop = await _redis.GetHashField<MoShopping>(shopsKey, rq.ShoppingId.ToString());
                if (shop == null) { return rp; }
                else if (shop.MaxNum <= 0)
                {
                    rp.RpMsg = $"你太慢了，商品：{shop.Name}，已經被搶完了！";
                    return rp;
                }
                else if (shop.MaxNum < rq.Num)
                {
                    rp.RpMsg = $"庫存不足，商品：{shop.Name}，只剩{shop.MaxNum}了！";
                    return rp;
                }
                else if (shop.MaxGouNum < rq.Num)
                {
                    rp.RpMsg = $"一個賬號每次最多隻能搶購【{shop.Name}】{shop.MaxGouNum}件。";
                    return rp;
                }
                #endregion

                #region 加入訂單list中

                var orderInfo = new MoOrderInfo();
                orderInfo.OrderId = await DataKeyHelper.Current.GetKeyId(EnumHelper.EmDataKey.OrderId);
                orderInfo.OrderStatus = (int)EnumHelper.EmOrderStatus.排隊搶購中;
                orderInfo.CreatTime = DateTime.Now;
                orderInfo.Num = rq.Num;
                orderInfo.ShoppingId = rq.ShoppingId;
                orderInfo.UserId = sessionData.UserId;
                orderInfo.MoShopping = shop;
                //記錄所有訂單

                //記錄會員名下的訂單
                var isAddOrder = await _redis.SetOrUpdateHashsField<MoOrderInfo>($"User_{orderInfo.UserId}", orderInfo.OrderId.ToString(), orderInfo);
                if (isAddOrder <= 0)
                {
                    return rp;
                }
                rp.OrderId = orderInfo.OrderId;
                rp.OrderStatus = orderInfo.OrderStatus;
                rp.CreatTime = orderInfo.CreatTime;
                rp.RpStatus = 1;
                rp.RpMsg = EnumHelper.EmOrderStatus.排隊搶購中.ToString();
                #endregion

                #region 各種驗證無誤後，加入搶購佇列，並返回搶購中...

                var isAddQiangQueue = await _redis.SetList<MoOrderInfo>($"{EnumHelper.EmDataKey.QiangOrderEqueue.ToString()}_{orderInfo.ShoppingId}", orderInfo);

                #endregion
            }
            catch (Exception ex)
            {
                rp.RpMsg = "搶購活動正在高峰期，請稍後重試";
            }
            return rp;
        }

        [HttpPost]
        public async Task<MoOrderDetailRp> GetOrderDetail()
        {
            var rp = new MoOrderDetailRp();
            try
            {
                //獲取請求引數
                var strRq = string.Empty;
                using (var stream = Request.Body)
                {
                    using (var reader = new StreamReader(stream))
                    {
                        strRq = await reader.ReadToEndAsync();
                    }
                }
                if (string.IsNullOrWhiteSpace(strRq)) { return rp; }

                var rq = JsonConvert.DeserializeObject<MoOrderDetailRq>(strRq);

                #region 驗證

                #region 登入驗證
                if (rq.MemberRq == null || string.IsNullOrWhiteSpace(rq.MemberRq.Token))
                {
                    rp.RpMsg = $"未登入，請登入後重試。";
                    return rp;
                }
                var sessionData = await _redis.Get<MoUserInfo>(rq.MemberRq.Token);
                if (sessionData == null)
                {
                    rp.RpMsg = $"登入失效，請重新登入！";
                    return rp;
                }
                #endregion

                if (rq.OrderId <= 0)
                {
                    rp.RpMsg = $"引數不正確！";
                    return rp;
                }
                #endregion

                var orderDetail = await _redis.GetHashField<MoOrderInfo>($"User_{sessionData.UserId}", rq.OrderId.ToString());
                if (orderDetail == null)
                {
                    rp.RpMsg = $"訂單查詢失敗，無此訂單！";
                    return rp;
                }

                rp.OrderId = orderDetail.OrderId;
                rp.Num = orderDetail.Num;
                rp.OrderStatus = orderDetail.OrderStatus;
                rp.PayOutTime = orderDetail.PayOutTime;
                rp.CreatTime = orderDetail.CreatTime;
                rp.ShoppingId = orderDetail.ShoppingId;

                var shop = await _redis.GetHashField<MoShopping>(EnumHelper.EmDataKey.ShoppingHash.ToString(), rp.ShoppingId.ToString());
                if (shop == null)
                {
                    rp.RpMsg = $"訂單查詢失敗，請稍後重試！";
                    return rp;
                }
                rp.MoShopping = shop;
                rp.RpStatus = 1;
                rp.RpMsg = "訂單查詢成功";
            }
            catch (Exception ex)
            {
                rp.RpMsg = "查詢超時，請稍後重試";
            }
            return rp;
        }
    }
}

控制檯程式，監控訂單佇列
這裡寫圖片描述

Program

using SeckillPro.Com.Model;
using SeckillPro.Com.Model.CrmModel;
using SeckillPro.Com.Tool;
using System;
using System.Text;
using System.Threading.Tasks;
using System.Linq;
using System.Diagnostics;
using System.Collections.Generic;

namespace SeckillPro.Server
{
    class Program
    {
        //redis引用
        private static StackRedis _redis = StackRedis.Current;
        //控制重複任務
        private static Dictionary<long, long> _dicTask = new Dictionary<long, long>();
        static void Main(string[] args)
        {
            Encoding.RegisterProvider(CodePagesEncodingProvider.Instance);
            Console.OutputEncoding = Encoding.GetEncoding("GB2312");

            try
            {
                Console.WriteLine("是否開啟處理搶購佇列（Y）：");
                Console.ReadLine();
                Console.WriteLine($"開啟搶購任務監控中...");
                var shopsKey = EnumHelper.EmDataKey.ShoppingHash.ToString();
                while (true)
                {
                    //匹配出QiangOrderEqueue_xxx格式的搶單佇列keys
                    var matchKey = $"{EnumHelper.EmDataKey.QiangOrderEqueue.ToString()}_*";
                    var matches = _redis.MatchKeys(matchKey).Result;
                    var matchLen = matches.Count;
                    if (matchLen <= 0) { continue; }

                    //根據key獲取對應的商品，並載入對應的商品搶單任務處理
                    foreach (var item in matches)
                    {
                        var itemArr = item.Split('_');
                        if (itemArr.Length <= 1) { continue; }
                        var shopId = itemArr[1];
                        var shop = _redis.GetHashField<MoShopping>(shopsKey, shopId).Result;
                        if (shop == null || _dicTask.ContainsKey(shop.Id)) { continue; }

                        //加入排重任務dic
                        _dicTask.Add(shop.Id, shop.Id);

                        Task.Factory.StartNew(async b =>
                        {
                            var equeueShop = b as MoShopping;
                            var equeueKey = $"{EnumHelper.EmDataKey.QiangOrderEqueue.ToString()}_{equeueShop.Id}";
                            var sbTaskLog = new StringBuilder(string.Empty);
                            try
                            {
                                sbTaskLog.AppendFormat("商品【{0}-{1}】，開啟搶購佇列處理；", equeueShop.Name, equeueShop.Id);
                                Console.WriteLine(sbTaskLog);

                                //監控佇列key是否存在
                                while (await _redis.KeyExists(equeueKey))
                                {
                                    //獲取佇列
                                    var qiangOrder = await _redis.GetListAndPop<MoOrderInfo>(equeueKey);
                                    if (qiangOrder == null) { continue; }

                                    //獲取真實剩餘庫存
                                    var equShop = await _redis.GetHashField<MoShopping>(shopsKey, equeueShop.Id.ToString());
                                    if (equShop == null) { continue; }

                                    var sbLog = new StringBuilder(string.Empty);
                                    Stopwatch watch = new Stopwatch();
                                    watch.Start();
                                    try
                                    {
                                        #region 邏輯處理庫存

                                        sbLog.AppendFormat("使用者：{0}搶購商品【{1}-{4}】當前庫存：{2}件，搶購數：{3}件，",
                                                                    qiangOrder.UserId,
                                                                    equShop.Name,
                                                                    equShop.MaxNum,
                                                                    qiangOrder.Num,
                                                                    equShop.Id);
                                        if (equShop.MaxNum <= 0)
                                        {
                                            //無庫存，直接搶購失敗
                                            qiangOrder.OrderStatus = (int)EnumHelper.EmOrderStatus.搶購失敗;
                                        }
                                        else if (equShop.MaxNum < qiangOrder.Num)
                                        {
                                            //剩餘庫存小於搶購數量
                                            qiangOrder.OrderStatus = (int)EnumHelper.EmOrderStatus.搶購失敗;
                                        }
                                        else if (equShop.MaxGouNum < qiangOrder.Num)
                                        {
                                            //最大允許搶購數量小於搶購申請數量
                                            qiangOrder.OrderStatus = (int)EnumHelper.EmOrderStatus.搶購失敗;
                                        }
                                        else
                                        {
                                            //庫存充足
                                            equShop.MaxNum = equShop.MaxNum - qiangOrder.Num;
                                            //扣除當前搶購數量後，更新庫存
                                            var isOk = await _redis.SetOrUpdateHashsField<MoShopping>(shopsKey, equShop.Id.ToString(), equShop, false) > 0;
                                            if (!isOk)
                                            {
                                                qiangOrder.OrderStatus = (int)EnumHelper.EmOrderStatus.搶購失敗;
                                            }
                                            else
                                            {
                                                qiangOrder.OrderStatus = (int)EnumHelper.EmOrderStatus.搶購成功;
                                            }
                                        }
                                        #endregion
                                    }
                                    catch (Exception ex)
                                    {
                                        sbLog.AppendFormat("異常資訊：{0},", ex.Message);
                                    }
                                    finally
                                    {
                                        sbLog.AppendFormat("庫存剩餘：{0}件，搶購訂單狀態：{1}，",
                                            equeueShop.MaxNum,
                                            Enum.GetName(typeof(EnumHelper.EmOrderStatus), qiangOrder.OrderStatus));

                                        //更新當前訂單搶購狀態
                                        var isQiangOrder = await _redis.SetOrUpdateHashsField<MoOrderInfo>($"User_{qiangOrder.UserId}", qiangOrder.OrderId.ToString(), qiangOrder, false);
                                        watch.Stop();
                                        sbLog.AppendFormat("更新訂單狀態：{0}；處理總耗時：{1}ms。", isQiangOrder > 0, watch.ElapsedMilliseconds);
                                        Console.WriteLine(sbLog);
                                    }
                                }
                            }
                            catch (Exception ex)
                            {
                                sbTaskLog.AppendFormat("異常資訊：{0}；", ex.Message);
                            }
                            finally
                            {
                                //任務結束時去掉排重任務dic記錄
                                if (_dicTask.ContainsKey(equeueShop.Id)) { _dicTask.Remove(equeueShop.Id); }

                                sbTaskLog.Append("處理搶購訂單佇列結束。");
                                Console.WriteLine(sbTaskLog);
                            }
                        }, shop);
                        //Console.WriteLine($"商品【{shop.Name}-{shop.Id}】開啟處理訂單佇列任務;");
                    }
                }
            }
            catch (Exception ex)
            {
                Console.WriteLine("全域性異常資訊：" + ex.Message);
            }
            Console.WriteLine("溫馨提示：按住任意鍵即可退出！");
            Console.ReadLine();
        }
    }
}

搶購成功
這裡寫圖片描述

.NetCore+Jexus代理+Redis模擬秒殺商品活動
2018-04-24
NetCoreRedis
大型PHP電商網站商品秒殺功能實現思路分析
2022-05-12
PHP網站
秒殺系統分析
2020-11-27
PHP高併發商品秒殺問題的解決方案
2022-07-05
PHP
【一文秒懂】電商系統商品模組初建分析與設計
2021-10-26
秒殺外掛的業務邏輯分析秒殺外掛可以幫助您什麼？
2020-05-13
秒殺網
2019-05-11
高併發下秒殺商品，必須知道的9個細節
2021-11-22
直播帶貨app開發，制定商品秒殺倒數計時提示
2021-09-25
APP
高併發秒殺系統架構詳解，不是所有的秒殺都是秒殺！
2020-10-14
架構
分享一個整合SSM框架的高併發和商品秒殺專案
2018-12-11
SSM框架
2022愛分析·虛擬化活動實踐報告
2022-11-03
活動效果分析1——活動流程
2020-02-18
【高併發】秒殺系統架構解密，不是所有的秒殺都是秒殺（升級版）！！
2020-10-14
架構解密
秒殺系統
2024-11-28
秒殺流程圖
2020-12-26
流程圖
同步秒殺實現：Redis在秒殺功能的實踐
2019-01-18
Redis
python使用requests秒殺茅臺（適用某寶，也可搶購其他商品）
2023-01-12
Python
騰訊雲2020雙11爆品秒殺活動都有哪些有吸引力的產品?
2020-11-14
秒殺系統如何保證資料庫不崩潰以及防止商品超賣
2022-07-18
資料庫
PHP高併發商品秒殺問題的 2大種（MySQL or Redis）解決方案
2022-02-20
PHPMySqlRedis
【Python秒殺指令碼】淘寶或京東等秒殺搶購
2022-10-25
Python指令碼
從京東618秒殺聊聊秒殺限流的多種實現
2018-06-27
2022愛分析· 虛擬化活動廠商全景報告 | 愛分析報告
2022-11-23
遊戲運營活動效果分析（六）：新人直升活動分析
2020-04-16
遊戲
2020年生活模擬遊戲市場狀況及案例分析
2020-08-14
遊戲
秒殺系統設計
2021-11-24
秒殺架構實踐
2018-05-09
架構
Web系統大規模併發——電商秒殺與搶購
2019-05-11
Web
秒殺最佳化-基於阻塞佇列實現秒殺最佳化
2024-07-27
佇列
遊戲運營活動效果分析（一）：活動流程
2020-03-23
遊戲
視訊直播系統原始碼，倒數計時顯示，商品秒殺倒數計時
2022-06-27
原始碼
雙十一有很多一元秒殺的商品！網速不夠？Python指令碼來湊！
2018-11-05
Python指令碼
移動端模擬滾動
2018-09-10
秒殺架構模型設計
2019-08-04
架構模型
秒殺系統的設計
2019-05-06
秒殺系統：如何打造並維護一個超大流量的秒殺系統？
2020-04-18
模擬滑屏動畫
2018-08-30
動畫

.NetCore+Redis模擬秒殺商品活動(分析)

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