码迷,mamicode.com
首页 > Windows程序 > 详细

HBase(二): c#访问HBase之股票行情Demo

时间:2016-08-10 20:48:34      阅读:400      评论:0      收藏:0      [点我收藏+]

标签:

     上一章完成了c#访问hbase的sdk封装,接下来以一个具体Demo对sdk进行测试验证。场景:每5秒抓取指定股票列表的实时价格波动行情,数据下载后,一方面实时刷新UI界面,另一方面将数据放入到在内存中模拟的MQ (实际生产情况,可用kafka等集群代替)->存入HBase数据库。提供按指定时间范围股票价格数据查询。

目录:

  • 示例说明
  • 示例效果图
  • rest server运行状态检查
  • 获取股票实时数据代码
  • 数据持续化至Hbase代码
  • 从HBase读取数据代码

示例说明:

  • 在Hbase 中创建两个表,分别为:
  1. StocksInfo (股票信息表,用来存储设置的股票代码、股票名称)
  2. StockRealInfo (股票实时行情数据,包含开盘价、当前价、最高价、最低价、五档竞买、卖单价和数量、成交单价、数量、涨跌幅等)
  • 每5秒钟抓取StocksInfo表中所有股票的数据,自动更新UI,持续化到HBase;支持增加、删除要监控的股票列表。
  • 提供按指定时间范围从hbase中查询历史数据

示例效果图:

  • 技术分享
  • 历史数据查询:
  • 技术分享

 

rest server运行状态检查:

  • 在 HDP2.4安装(五):集群及组件安装 章节,Hbase 主机安装在 hdp4 192.168.2.21 上,使用xshell 工具连接到hbase master(hdp4)
  • 查看8080端口是否正常,也可从 ambari UI 界面查看HBase状态,如图:
  • 技术分享
  • 技术分享

获取股票实时数据代码:

  •  好多的网站提供股票实时交易数据的下载,我选择的是从 hq.sina 下载,注意抓取数据的频度不要设置的太高,否则你的IP可能会被封掉,代码如下:
    技术分享
    public class SnatchFormSina 
        {
            #region SnatchFormSina
    
            HttpClient client;
    
            private const string dataurl = "http://hq.sinajs.cn/list={0}";
    
            public SnatchFormSina()
            {
                this.client = new HttpClient();
            }
    
            /// <summary>
            /// 
            /// </summary>
            public static SnatchFormSina Current
            {
                get {
                    return new SnatchFormSina();
                }
            }
    
            #endregion
    
            #region GetCurrentInfos
    
            /// <summary>
            /// 
            /// </summary>
            /// <param name="stockIDs"></param>
            /// <returns></returns>
            public async Task<List<StockRealInfo>> GetCurrentInfosAsync(List<string> stockIDs)
            {
                List<StockRealInfo> list = new List<StockRealInfo>();
                string dataUrl = this.ParseStockIDs(stockIDs);
                dataUrl = dataUrl.Substring(0, dataUrl.Length - 1);
    
                string realInfo = await this.client.GetStringAsync(dataUrl);
                string[] infos = realInfo.Split(\n);
    
                StockRealInfo stockInfo;
                foreach (string info in infos)
                {
                    if (string.IsNullOrEmpty(info))
                        continue;
    
                    stockInfo = new StockRealInfo(info);
                    stockInfo.ID = SimulatorCache.StockAccount[stockInfo.Name];
                    SimulatorCache.StockInfos[stockInfo.ID] = stockInfo;
                    list.Add(stockInfo);
                }
    
                return list;
            }
    
            #endregion
    
            #region ParseStockIDs
    
            /// <summary>
            /// 
            /// </summary>
            /// <param name="stockIDs"></param>
            /// <returns></returns>
            private string ParseStockIDs(List<string> stockIDs)
            {
                StringBuilder sb = new StringBuilder();
                foreach(string id in stockIDs)
                { 
                    if (id.Substring(0, 2) == "60")//上海是600打头
                    {
                        sb.Append(string.Format("sh{0},", id));
                    }
                    else if (id.Substring(0, 2) == "51")//上海基金
                    {
                        sb.Append(string.Format("sh{0},", id));
                    }
                    else //if (stockIDs.Substring(0, 2) == "00")//深圳
                    {
                        sb.Append(string.Format("sz{0},", id));
                    }
                }
    
                sb[sb.Length - 1].ToString().Replace(",", "");
    
                return string.Format(dataurl, sb.ToString());
            }
    
            #endregion
    
            #region ValiateStockID
    
            /// <summary>
            /// 
            /// </summary>
            /// <param name="stockIDs"></param>
            /// <returns></returns>
            public async Task<string> ValiateStockID(string stockID)
            {
                string name = string.Empty;
                string dataUrl = this.ParseStockIDs(new List<string> { stockID });
                dataUrl = dataUrl.Substring(0, dataUrl.Length - 1);
    
                string realInfo = await this.client.GetStringAsync(dataUrl);
                string[] infos = realInfo.Split(\n);
    
                StockRealInfo stockInfo;
                foreach (string info in infos)
                {
                    if (string.IsNullOrEmpty(info))
                        continue;
    
                    stockInfo = new StockRealInfo(info);
                    name = stockInfo.Name;
                }
    
                return name;
            }
    
            #endregion
        }
    View Code

数据持续化到Hbase代码示例:

  • 代码中Utils.HBaseClient 是在一个工具类里面创建一个HBaseClient实例
    技术分享
    public class StockRealWriter
        {
            #region StockRealWriter
    
            Queue<StockRealInfo> queue = new Queue<StockRealInfo>();
    
            // use multithread write
            Thread writerThread;
            bool threadRunning = true;
    
            const string HBASESTOCKTBLNAME = "StockRealInfo";
    
            public StockRealWriter()
            {
                // Start a thread for writting to HBase
                Task task = new Task(WriterThreadFunction);
                task.Start();
            }
    
            ~StockRealWriter()
            {
                threadRunning = false;
            }
    
            #endregion
    
            #region WriterThreadFunction
    
            /// <summary>
            /// WriterThreadFunction
            /// </summary>
            public void WriterThreadFunction()
            {
                while (threadRunning)
                {
                    if (queue.Count > 0)
                    {
                        lock (queue)
                        {
                            CellSet set = new CellSet();
                            do
                            {
                                StockRealInfo stock = queue.Dequeue();
                                this.CreateStockByRealInfos(set, stock);
                            } while (queue.Count > 0);
    
                            Utils.HBaseClient.StoreCellsAsync(HBASESTOCKTBLNAME, set);
                        }
                    }
    
                    Thread.Sleep(5000);
                }
            }
    
            #endregion
    
            #region CreateStockByRealInfos
    
    
            /// <summary>
            /// 
            /// </summary>
            /// <param name="set"></param>
            /// <param name="info"></param>
            private void CreateStockByRealInfos(CellSet set, StockRealInfo info)
            {
                string key = string.Format("{0}_{1}_{2}", info.ID, info.Date, info.Time);
                var row = new CellSet.Row { key = Encoding.UTF8.GetBytes(key) };
                
                var value = new Cell { column = Encoding.UTF8.GetBytes("d:ID"), data = Encoding.UTF8.GetBytes(info.ID) };
                row.values.Add(value);
    
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Name"), data = Encoding.UTF8.GetBytes(info.Name) };
                row.values.Add(value);
    
                //今日开盘价
                value = new Cell { column = Encoding.UTF8.GetBytes("d:TodayOpen"), data = Encoding.UTF8.GetBytes(info.TodayOpen) };
                row.values.Add(value);
    
                //昨日收盘价
                value = new Cell { column = Encoding.UTF8.GetBytes("d:YesterdayClose"), data = Encoding.UTF8.GetBytes(info.YesterdayClose) };
                row.values.Add(value);
    
                //当前价格
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Current"), data = Encoding.UTF8.GetBytes(info.Current) };
                row.values.Add(value);
    
                //今日最高价
                value = new Cell { column = Encoding.UTF8.GetBytes("d:High"), data = Encoding.UTF8.GetBytes(info.High) };
                row.values.Add(value);
    
                //今日最低价
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Low"), data = Encoding.UTF8.GetBytes(info.Low) };
                row.values.Add(value);
    
                //竟买价 买1
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Buy"), data = Encoding.UTF8.GetBytes(info.Buy) };
                row.values.Add(value);
    
                //竟卖价 卖1
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Sell"), data = Encoding.UTF8.GetBytes(info.Sell) };
                row.values.Add(value);
    
                // 成交数 单位股数 通常除于100成为手
                value = new Cell { column = Encoding.UTF8.GetBytes("d:VolAmount"), data = Encoding.UTF8.GetBytes(info.VolAmount) };
                row.values.Add(value);
    
                //  成交多少钱,单位元
                value = new Cell { column = Encoding.UTF8.GetBytes("d:VolMoney"), data = Encoding.UTF8.GetBytes(info.VolMoney) };
                row.values.Add(value);
    
                //  日期
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Date"), data = Encoding.UTF8.GetBytes(info.Date) };
                row.values.Add(value);
    
                //  时间 
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Time"), data = Encoding.UTF8.GetBytes(info.Time) };
                row.values.Add(value);
    
                //  差额
                value = new Cell { column = Encoding.UTF8.GetBytes("d:Diff"), data = Encoding.UTF8.GetBytes(info.Diff) };
                row.values.Add(value);
    
                //  百分比
                value = new Cell { column = Encoding.UTF8.GetBytes("d:DiffPrec"), data = Encoding.UTF8.GetBytes(info.DiffPrec) };
                row.values.Add(value);
    
                DataRow buyInfo;
                for(int i=0;i<5;i++)
                {
                    buyInfo = info.BuyList.Rows[i];
                    
                    value = new Cell { column = Encoding.UTF8.GetBytes(string.Format("d:Price0{0}",i.ToString())), data = Encoding.UTF8.GetBytes(Convert.ToString(buyInfo["Price"])) };
                    row.values.Add(value);
    
                    value = new Cell { column = Encoding.UTF8.GetBytes(string.Format("d:Amount0{0}", i.ToString())), data = Encoding.UTF8.GetBytes(Convert.ToString(buyInfo["Amount"])) };
                    row.values.Add(value);
                }
    
                DataRow sellInfo;
                for (int i = 0; i < 5; i++)
                {
                    sellInfo = info.SellList.Rows[i];
    
                    value = new Cell { column = Encoding.UTF8.GetBytes(string.Format("d:Price1{0}", i.ToString())), data = Encoding.UTF8.GetBytes(Convert.ToString(sellInfo["Price"])) };
                    row.values.Add(value);
    
                    value = new Cell { column = Encoding.UTF8.GetBytes(string.Format("d:Amount1{0}", i.ToString())), data = Encoding.UTF8.GetBytes(Convert.ToString(sellInfo["Amount"])) };
                    row.values.Add(value);
                }
                
                set.rows.Add(row);
            }
    
            #endregion
    
            #region WriteStock
    
            /// <summary>
            /// 
            /// </summary>
            /// <param name="stockInfo"></param>
            public void WriteStock(List<StockRealInfo> stockInfos)
            {
                lock (queue)
                {
                    foreach(var stockInfo in stockInfos)
                    { 
                      queue.Enqueue(stockInfo);
                    }
                }
            }
    
            #endregion
        }
    View Code

从HBase读取数据代码:

  • 代码中 Scanner 参数是指设置的查询范围 (设置StartRow、EndRow、Batch等参数)
    技术分享
    public class StockRealReader
        {
            #region StockRealReader
    
            const string HBASESTOCKTBLNAME = "StockRealInfo";
    
            public StockRealReader()
            {
    
            }
    
            #endregion
    
            #region QueryStockRealAsync
    
            public async Task<List<StockRealInfo>> QueryStockRealAsync(Scanner query)
            {
                List<StockRealInfo> list = new List<StockRealInfo>();
                
                ScannerInformation info = await Utils.HBaseClient.CreateScannerAsync(HBASESTOCKTBLNAME, query);
    
                CellSet next;
                while ((next = await Utils.HBaseClient.ScannerGetNextAsync(info)) != null)
                {
                    StockRealInfo realInfo;
                    foreach (CellSet.Row row in next.rows)
                    {
                        realInfo = new StockRealInfo();
    
                        //开盘价
                        var temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:TodayOpen");
                        realInfo.TodayOpen = Encoding.UTF8.GetString(temp.data);
    
                        //昨日收盘价
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:YesterdayClose");
                        realInfo.YesterdayClose = Encoding.UTF8.GetString(temp.data);
    
                        //当前价格
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Current");
                        realInfo.Current = Encoding.UTF8.GetString(temp.data);
    
                        //今日最高价
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:High");
                        realInfo.High = Encoding.UTF8.GetString(temp.data);
    
                        //今日最低价
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Low");
                        realInfo.Low = Encoding.UTF8.GetString(temp.data);
    
                        //竟买价 买1
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Buy");
                        realInfo.Buy = Encoding.UTF8.GetString(temp.data);
    
                        //竟卖价 卖1
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Sell");
                        realInfo.Sell = Encoding.UTF8.GetString(temp.data);
    
                        //成交数 单位股数 通常除于100成为手
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:VolAmount");
                        realInfo.VolAmount = Encoding.UTF8.GetString(temp.data);
    
                        //成交多少钱,单位元
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:VolMoney");
                        realInfo.VolMoney = Encoding.UTF8.GetString(temp.data);
    
                        //日期
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Date");
                        realInfo.Date = Encoding.UTF8.GetString(temp.data);
    
                        //时间
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Time");
                        realInfo.Time = Encoding.UTF8.GetString(temp.data);
    
                        //差额
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:Diff");
                        realInfo.Diff = Encoding.UTF8.GetString(temp.data);
    
                        //百分比
                        temp = row.values.Find(c => Encoding.UTF8.GetString(c.column) == "d:DiffPrec");
                        realInfo.DiffPrec = Encoding.UTF8.GetString(temp.data);
    
                        list.Add(realInfo);
                    
                    }
                }
    
                return list;
            }
    
            #endregion
        }
    View Code

 

HBase(二): c#访问HBase之股票行情Demo

标签:

原文地址:http://www.cnblogs.com/tgzhu/p/5755353.html

(0)
(0)
   
举报
评论 一句话评论(0
登录后才能评论!
© 2014 mamicode.com 版权所有  联系我们:gaon5@hotmail.com
迷上了代码!