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c#调用tushare例子

c#调用tushare例子

作者: zsanhong | 来源:发表于2019-12-31 12:38 被阅读0次

    想研究一下股票,作为一个程序员,找到了一个很好的可以下载金融数据的网站,tushare.pro。由于tushare是一个python类库,网上一大把怎么用python获取股票信息的代码

    然而作为一个c#开发人员,想找一些用c#获取tushare数据的代码做参考,无果。只有自己动手了,结果一番摸索,终于成功调用tushare的HTTP方法。给有类似需要的朋友做参考。

    首先,vs2019新建一个window窗体项目,名称随便


    image

    在窗体上放一个button,改名为"下载日线数据"


    image

    引入Newtonsoft.Json和Microsoft.AspNet.WebApi.Client包

    添加文件夹helpers和Models


    image

    新建一个类,APIHelper,用来发起请求

    
        {
    
            public static HttpClient ApiClient { get; set; }
    
            public static void InitClient()
    
            {
    
                ApiClient = new HttpClient();
    
                ApiClient.DefaultRequestHeaders.Accept.Clear();
    
                ApiClient.DefaultRequestHeaders.Accept.Add(new MediaTypeWithQualityHeaderValue("application/json"));
    
            }
    
        }
    

    在Models文件夹下新建类:StockType

    /// <summary>
    
        /// 股票类别,根据自己的需要扩展
    
        /// </summary>
    
        public enum StockType
    
        {
    
            /// <summary>
    
            /// 股票基本信息
    
            /// </summary>
    
            stock_basic,
    
            /// <summary>
    
            /// 交易日期
    
            /// </summary>
    
            trade_cal,
    
            /// <summary>
    
            /// 日线行情
    
            /// </summary>
    
            daily
    
        }
    

    StockPara 类:

     ` /// <summary>
    
        /// 调用tushare http接口的参数类
    
        /// </summary>
    
        public class StockPara
    
        {
    
            public StockType stockType { get; set; }
    
            public string api_name { get; set; }
    
            public string token { get; set; }
    
            public Dictionary<string,string> sparams{get;set;}
    
            public string  fields { get; set; }
    
        }
    

    StockData 类:

     /// <summary>
        /// 具体的股票数据,根据获取的类型不同,fields,items的数据不一样
        /// </summary>
        public class StockData
        {
            public string[] fields { get; set; }
            public string[][] items { get; set; }
        }
    

    StockAllInfo 类:

      /// <summary>
        /// 所有http接口返回的信息
        /// </summary>
        public class StockAllInfo
        {
            public string request_id { get; set; }
            public int code { get; set; }
            public string msg { get; set; }
            public StockData data { get; set; }
        }
    

    在helpers文件夹下新建 StockProcessor类:

    public class StockProcessor
        {
            static string Url = "http://api.tushare.pro";
            static string Token = "你注册后的Token";
            /// <summary>
            /// 根据参数获取股票信息,在根据业务逻辑进行处理
            /// </summary>
            /// <param name="stockType"></param>
            /// <param name="sparams"></param>
            /// <param name="fields"></param>
            /// <returns></returns>
            public static async Task<StockData> GetStockInfo(StockType stockType, Dictionary<string, string> sparams, string fields = "")
            {
                StockPara para = new StockPara();
                para.api_name = stockType.ToString();
                para.token = Token;
                para.sparams = sparams;
                para.fields = fields;
    
                var json = JsonConvert.SerializeObject(para);
                var data = new StringContent(json, Encoding.UTF8, "application/json");
    
    
    
    
                using (HttpResponseMessage response = await APIHelper.ApiClient.PostAsync(Url, data))
                {
                    if (response.IsSuccessStatusCode)
                    {
                        var msg = await response.Content.ReadAsAsync<StockAllInfo>();
                        return msg.data;
    
                    }
                    else
                    {
                        throw new Exception(response.ReasonPhrase);
                    }
    
                }
            }
        }
    

    我用的是sql2008数据库,新建一个数据库,名为stock,执行下面的sql语句:

    USE [Stock]
    GO
    
    /****** Object:  Table [dbo].[stock_dayly]    Script Date: 2019/12/31 12:31:20 ******/
    SET ANSI_NULLS ON
    GO
    
    SET QUOTED_IDENTIFIER ON
    GO
    
    CREATE TABLE [dbo].[stock_dayly](
        [ts_code] [varchar](50) NOT NULL,
        [trade_date] [varchar](50) NOT NULL,
        [open] [float] NULL,
        [high] [float] NULL,
        [low] [float] NULL,
        [close] [float] NULL,
        [pre_close] [float] NULL,
        [change] [float] NULL,
        [pct_chg] [float] NULL,
        [vol] [float] NULL,
        [amount] [float] NULL
    ) ON [PRIMARY]
    GO
    
    
    

    最后,更改Form1的代码如下:

      public partial class Form1 : Form
        {
            public Form1()
            {
                InitializeComponent();
                APIHelper.InitClient();
            }
    
            /// <summary>
            /// 获取日线行情
            /// </summary>
            /// <returns></returns>
            private async Task GetStock_Daily()
            {
                Dictionary<string, string> paras = new Dictionary<string, string>();
                paras.Add("start_date", "20191230");
                paras.Add("end_date", "20191230");
                var objs = await StockProcessor.GetStockInfo(StockType.daily, paras);
    
                DataTable dt = new DataTable();
                dt.Columns.Add("ts_code", typeof(string));
                dt.Columns.Add("trade_date", typeof(string));
                dt.Columns.Add("open", typeof(float));
                dt.Columns.Add("high", typeof(float));
                dt.Columns.Add("low", typeof(float));
                dt.Columns.Add("close", typeof(float));
                dt.Columns.Add("pre_close", typeof(float));
                dt.Columns.Add("change", typeof(float));
                dt.Columns.Add("pct_chg", typeof(float));
                dt.Columns.Add("vol", typeof(float));
                dt.Columns.Add("amount", typeof(float));
    
                for (int i = 0; i < objs.items.Length; i++)
                {
                    DataRow row = dt.NewRow();
    
    
                    for (int j = 0; j < objs.fields.Length; j++)
                    {
    
    
                        row[j] = objs.items[i][j];
                    }
    
                    dt.Rows.Add(row);
    
                }
    
                string connectionString = @" Server = localhost; Database = Stock; Trusted_Connection = True;";
                using (SqlConnection conn = new SqlConnection(connectionString))
                {
                    conn.Open();
                    using (SqlBulkCopy bulkCopy = new SqlBulkCopy(connectionString, SqlBulkCopyOptions.UseInternalTransaction))
                    {
                        try
                        {
                            bulkCopy.DestinationTableName = "stock_dayly";
    
    
                           
    
                            bulkCopy.WriteToServer(dt);
                        }
                        catch (System.Exception ex)
                        {
                            throw ex;
                        }
                    }
                }
    
    
            }
    
            private async void button1_Click(object sender, EventArgs e)
            {
                await GetStock_Daily();
                MessageBox.Show("下载日线数据成功");
            }
        }
    

    点击按钮


    image.png

    以上就是我简单的示例代码,我的类都写了注释,不懂的可以看注释。其中的亮点,插入代码用了SqlBulkCopy类,示例中,4000行数据插入花了不到1秒时间。

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