protected override bool doJob() { Console.WriteLine("正在下载Daily数据..."); try { GMRealTimeProvider provider = (GMRealTimeProvider)ProviderManager.MarketDataProviders["GMRealTimeProvider"]; provider.Connect(10000); if (provider.IsConnected) { string endString = this.curDate.ToString("yyyy-MM-dd"); foreach (Instrument inst in InstrumentManager.Instruments) { string symbol = inst.Symbol; List <GMSDK.DailyBar> gmsdkDailys = provider.MdApi.GetDailyBars(symbol, endString, endString); List <ISeriesObject> gmDailys = GSKToGM.ConvertDailys(gmsdkDailys); Console.WriteLine("证券:{0}有{1}笔新日线.", symbol, gmDailys.Count); if (gmDailys.Count > 0) { inst.Add((Daily)(gmDailys[0])); } } return(true); } } catch (Exception ex) { Console.WriteLine(ex.Message); } return(false); }
public List <Bar> GetBars(string symbol, int barSize, string beginTimeString, string endTimeString) { List <GMSDK.Bar> gskBars; lock (this._md) { gskBars = this._md.GetBars(symbol, barSize, beginTimeString, endTimeString); } List <Bar> bars = new List <Bar>(); foreach (GMSDK.Bar gskBar in gskBars) { bars.Add(GSKToGM.ConvertBar(gskBar)); } return(bars); }
public List <Daily> GetLastNDaily(string symbol, int n, string lastDateString) { List <GMSDK.DailyBar> gskDailys; lock (this._md) { gskDailys = this._md.GetLastNDailyBars(symbol, n, lastDateString); } gskDailys.Reverse(); List <Daily> dailys = new List <Daily>(); foreach (GMSDK.DailyBar gskDaily in gskDailys) { dailys.Add(GSKToGM.ConvertDaily(gskDaily)); } return(dailys); }
public Dictionary <string, Trade> GetLastTrades(string symbolList) { List <GMSDK.Tick> gskTicks = new List <GMSDK.Tick>(); lock (this._md) { gskTicks = this._md.GetLastTicks(symbolList); } Dictionary <string, Trade> tradeDict = new Dictionary <string, Trade>(); foreach (GMSDK.Tick gskTick in gskTicks) { string symbol = gskTick.exchange + "." + gskTick.sec_id; tradeDict.Add(symbol, GSKToGM.ConvertTrade(gskTick)); } return(tradeDict); }
protected override bool doJob() { Console.WriteLine("正在读取Tick数据生成涨停板数据分析表..."); /*Console.WriteLine("测试作业........."); * return true;*/ try { GMRealTimeProvider provider = (GMRealTimeProvider)ProviderManager.MarketDataProviders["GMRealTimeProvider"]; provider.Connect(10000); if (!provider.IsConnected) { return(false); } string dateString = this.curDate.ToString("yyyy-MM-dd"); DateTime endTime = this.curDate.Add(new TimeSpan(24, 0, 0)); string endString = endTime.ToString("yyyy-MM-dd HH:mm:ss"); List <AnalysisItem> analysisList = new List <AnalysisItem>(); foreach (Instrument inst in InstrumentManager.Instruments) { if (inst.SecurityDesc.IndexOf("B") >= 0) { continue; //除去B股 } if (inst.SecurityType == "IDX") { continue; //除去指数 } FileSeries dailySeries = (FileSeries)inst.GetDataSeries(DataManager.EDataSeries.Daily); if (dailySeries == null || dailySeries.Count <= 0) { continue; } int i = dailySeries.IndexOf(this.curDate); if (i < 0) { continue; //没有日线,当日不开盘 } i = i - 10 > 0 ? i - 10 : 0; //往前推10个交易日 DateTime firstDate = dailySeries[i].DateTime; ISeriesObject[] dailys = dailySeries.GetArray(firstDate, this.curDate); int k = dailys.Length - 1; GMDaily gmDaily = (GMDaily)dailys[k]; if (gmDaily.Close / gmDaily.LastClose > 1.095) {//今日涨停 AnalysisItem ai = new AnalysisItem(); ai.Date = gmDaily.DateTime; ai.Symbol = inst.Symbol; GMSDK.ShareIndex si = null; //先读取当日股本,如果没有,则读取最近股本。一般情况下当日股本与最近股本相同,除非当天正好是除权日 List <GMSDK.ShareIndex> shareIndexList = provider.MdApi.GetShareIndex(ai.Symbol, dateString, dateString); if (shareIndexList.Count <= 0) { shareIndexList = provider.MdApi.GetLastShareIndex(ai.Symbol); } if (shareIndexList.Count > 0) { si = shareIndexList[0]; } if (si != null) { ai.FlowAShare = si.flow_a_share; } else { ai.FlowAShare = 0.0; } ai.LastClose = gmDaily.LastClose; ai.Open = gmDaily.Open; ai.High = gmDaily.High; ai.Low = gmDaily.Low; ai.Close = gmDaily.Close; //换手率 if (ai.FlowAShare > 0) { ai.TurnoverRate = gmDaily.Volume / ai.FlowAShare * 100; } else { ai.TurnoverRate = 0.0; } //当日量与前5日均量比 int m = k - 1; double sumVol = 0.0; while (m >= 0 && m >= k - 5) { sumVol += ((Daily)dailys[m]).Volume; m--; } double last5AvgVol = sumVol / (k - m - 1); ai.VolDivLast5AvgVol = gmDaily.Volume / last5AvgVol; //最后一笔判断是否是涨停 List <GMSDK.Tick> lastTicks = provider.MdApi.GetLastNTicks(inst.Symbol, 1, endString); if (lastTicks.Count <= 0) { continue; } GMTrade gmLastTrade = (GMTrade)GSKToGM.ConvertTrade(lastTicks[0]);//最后一笔交易数据 if (gmLastTrade.Price < gmLastTrade.UpperLimit) { continue; } //封成比 GMQuote gmLastQuote = (GMQuote)GSKToGM.ConvertQuote(lastTicks[0]);//最后一刻报价数据 ai.BidSizeDivVol = (double)gmLastQuote.BidSize / gmDaily.Volume; if (k > 0) { GMDaily lastGMDaily = (GMDaily)dailys[k - 1]; if (lastGMDaily.Close / lastGMDaily.LastClose >= 1.099) { ai.LastUpLimited = true; } } analysisList.Add(ai); } } Console.WriteLine("今日共有{0}只涨停。", analysisList.Count); foreach (AnalysisItem ai in analysisList) { Console.WriteLine(@"Date:{0},Symbol:{1},昨收价:{2},昨日是否涨停:{3},开盘价:{4}, 最高价:{5},最低价:{6},收盘价:{7},涨停时间:{8},是否开板:{9},涨停时长:{10}, 成交量与昨日5日均量比:{11},收盘买一量与成交量比:{12},流通A股:{13},换手率:{14}" , ai.Date, ai.Symbol, ai.LastClose, ai.LastUpLimited, ai.Open, ai.High, ai.Low, ai.Close, ai.WhenUpLimit, ai.UpLimitBreaked, ai.HowLongUpLimit, ai.VolDivLast5AvgVol, ai.BidSizeDivVol, ai.FlowAShare, ai.TurnoverRate); } MongoClient client = new MongoClient("mongodb://localhost:27017"); MongoServer server = client.GetServer(); MongoDatabase database = server.GetDatabase("finance"); MongoCollection <BsonDocument> collection = database.GetCollection <BsonDocument>("UpLimitAnalysis"); foreach (AnalysisItem ai in analysisList) { BsonElement[] eleArray = new BsonElement[2]; eleArray[0] = new BsonElement("date", ai.Date.ToString("yyyy-MM-dd")); eleArray[1] = new BsonElement("symbol", ai.Symbol); QueryDocument query = new QueryDocument(eleArray); collection.Remove(query); BsonElement[] eleArray1 = new BsonElement[19]; eleArray1[0] = new BsonElement("date", ai.Date.ToString("yyyy-MM-dd")); eleArray1[1] = new BsonElement("symbol", ai.Symbol); eleArray1[2] = new BsonElement("flowashare", ai.FlowAShare); eleArray1[3] = new BsonElement("lastclose", ai.LastClose); eleArray1[4] = new BsonElement("lastuplimited", ai.LastUpLimited); eleArray1[5] = new BsonElement("open", ai.Open); eleArray1[6] = new BsonElement("high", ai.High); eleArray1[7] = new BsonElement("low", ai.Low); eleArray1[8] = new BsonElement("close", ai.Close); eleArray1[9] = new BsonElement("whenuplimit", ai.WhenUpLimit.ToString()); eleArray1[10] = new BsonElement("uplimitbreaked", ai.UpLimitBreaked); eleArray1[11] = new BsonElement("howlonguplimit", ai.HowLongUpLimit.ToString()); eleArray1[12] = new BsonElement("turnoverrate", ai.TurnoverRate); eleArray1[13] = new BsonElement("voldivlast5avgvol", ai.VolDivLast5AvgVol); eleArray1[14] = new BsonElement("bidsizedivvol", ai.BidSizeDivVol); BsonDocument insert = new BsonDocument(eleArray1); collection.Insert(insert); } return(true); } catch (Exception ex) { Console.WriteLine(ex.Message); } return(false); }
static void Main(string[] args) { // TO DO: Add your code here string dataPath = "e:/QDData"; bool overwrite = false; DateTime beginDate = new System.DateTime(2017, 1, 1); DateTime endDate = new System.DateTime(2017, 4, 1); string username = "******"; string password = "******"; int ret = _md.Init(username, password, MDMode.MD_MODE_NULL, "", "", ""); if (ret != 0) { string msg = _md.StrError(ret); Console.WriteLine(msg); return; } DateTime curDate = beginDate; //获取交易日历,以确定是否开市日 string dateString1 = ""; if (endDate.AddMonths(-1) > beginDate) { dateString1 = beginDate.ToString("yyyy-MM-dd"); } else { dateString1 = endDate.AddMonths(-1).ToString("yyyy-MM-dd"); } string dateString2 = endDate.AddDays(1).ToString("yyyy-MM-dd"); List <DateTime> tradeDates = GetTradeDates("SHSE", dateString1, dateString2); while (curDate < endDate) { Console.WriteLine("日期:" + curDate.ToString("yyyy-MM-dd")); if ((tradeDates.Count <= 0) || (!tradeDates.Contains(curDate))) { Console.WriteLine("今天不是交易日"); curDate = curDate.AddDays(1); continue; } string path = dataPath + "/" + curDate.Year.ToString() + "/" + curDate.Month.ToString(); if (!Directory.Exists(path)) { Directory.CreateDirectory(path); } DateTime beginTime = curDate.Add(new TimeSpan(9, 0, 0)); DateTime endTime = curDate.Add(new TimeSpan(24, 0, 0)); string beginString = beginTime.ToString("yyyy-MM-dd HH:mm:ss"); string endString = endTime.ToString("yyyy-MM-dd HH:mm:ss"); Console.WriteLine("时间段:" + beginString + "----" + endString); try { DataFile file = DataFile.Open(path); try { //获取股票代码列表 List <string> symbols = new List <string>(); symbols.Add("SHSE.000001"); symbols.Add("SHSE.000002"); symbols.Add("SZSE.399001"); symbols.Add("SZSE.399006"); //symbols=GetSymbols("SHSE",1); //symbols.AddRange(GetSymbols("SZSE",1)); foreach (string symbol in symbols) { Console.WriteLine("正在处理证券" + symbol + "的Tick数据..."); List <GMSDK.Tick> gskTicksCache = _md.GetTicks(symbol, beginString, endString); Console.WriteLine(symbol + "有" + gskTicksCache.Count.ToString() + "笔数据。"); if (gskTicksCache.Count > 0) { //添加trades Console.WriteLine("存储Trade数据..."); List <ISeriesObject> trades = GSKToGM.ConvertTrades(gskTicksCache); string name1 = symbol + ".Trade"; if (!file.Series.Contains(name1)) { file.Series.Add(name1); } FileSeries series1 = file.Series[name1]; ISeriesObject[] hasTrades = series1.GetArray(beginTime, endTime); if (overwrite || hasTrades.Length != trades.Count) { foreach (ISeriesObject aTrade in hasTrades) { series1.Remove(aTrade.DateTime); } foreach (ISeriesObject trade in trades) { series1.Add(trade); } } series1.Reindex(Indexer.Daily); //添加quotes Console.WriteLine("存储Quote数据..."); List <ISeriesObject> quotes = GSKToGM.ConvertQuotes(gskTicksCache); string name2 = symbol + ".Quote"; if (!file.Series.Contains(name2)) { file.Series.Add(name2); } FileSeries series2 = file.Series[name2]; ISeriesObject[] hasQuotes = series2.GetArray(beginTime, endTime); if (overwrite || hasQuotes.Length != quotes.Count) { foreach (ISeriesObject aQuote in hasQuotes) { series2.Remove(aQuote.DateTime); } foreach (ISeriesObject quote in quotes) { series2.Add(quote); } } series2.Reindex(Indexer.Daily); } } } catch (Exception ex) { throw ex; } finally { file.Close(); } }catch (Exception ex) { Console.WriteLine(ex.Message); } curDate = curDate.AddDays(1); } }
protected override bool doJob() { Console.WriteLine("正在下载Tick数据..."); try { GMRealTimeProvider provider = (GMRealTimeProvider)ProviderManager.MarketDataProviders["GMRealTimeProvider"]; provider.Connect(10000); if (!provider.IsConnected) { return(false); } bool overwrite = false; string path = this.dataPath + "/" + this.curDate.Year.ToString() + "/" + this.curDate.Month.ToString(); if (!Directory.Exists(path)) { Directory.CreateDirectory(path); } DateTime beginTime = this.curDate.Add(new TimeSpan(9, 0, 0)); DateTime endTime = this.curDate.Add(new TimeSpan(24, 0, 0)); string beginString = beginTime.ToString("yyyy-MM-dd HH:mm:ss"); string endString = endTime.ToString("yyyy-MM-dd HH:mm:ss"); Console.WriteLine("时间段:" + beginString + "----" + endString); DataFile file = DataFile.Open(path); try { //获取股票代码列表 foreach (Instrument inst in InstrumentManager.Instruments) { string symbol = inst.Symbol; Console.WriteLine("正在处理证券" + symbol + "的Tick数据..."); List <GMSDK.Tick> gskTicksCache = provider.MdApi.GetTicks(symbol, beginString, endString); Console.WriteLine(symbol + "有" + gskTicksCache.Count.ToString() + "笔数据。"); if (gskTicksCache.Count > 0) { //添加trades Console.WriteLine("存储Trade数据..."); List <ISeriesObject> trades = GSKToGM.ConvertTrades(gskTicksCache); string name1 = symbol + ".Trade"; if (!file.Series.Contains(name1)) { file.Series.Add(name1); } FileSeries series1 = file.Series[name1]; ISeriesObject[] hasTrades = series1.GetArray(beginTime, endTime); if (overwrite || hasTrades.Length != trades.Count) { foreach (ISeriesObject aTrade in hasTrades) { series1.Remove(aTrade.DateTime); } foreach (ISeriesObject trade in trades) { series1.Add(trade); } } series1.Reindex(Indexer.Daily); //添加quotes if (inst.SecurityType == "IDX") { continue; //指数没有报价数据 } Console.WriteLine("存储Quote数据..."); List <ISeriesObject> quotes = GSKToGM.ConvertQuotes(gskTicksCache); string name2 = symbol + ".Quote"; if (!file.Series.Contains(name2)) { file.Series.Add(name2); } FileSeries series2 = file.Series[name2]; ISeriesObject[] hasQuotes = series2.GetArray(beginTime, endTime); if (overwrite || hasQuotes.Length != quotes.Count) { foreach (ISeriesObject aQuote in hasQuotes) { series2.Remove(aQuote.DateTime); } foreach (ISeriesObject quote in quotes) { series2.Add(quote); } } series2.Reindex(Indexer.Daily); Console.WriteLine("证券:{0}的Tick数据存储完毕.", symbol); } } return(true); } catch (Exception ex) { throw ex; } finally { file.Close(); } } catch (Exception ex) { Console.WriteLine(ex.Message); } return(false); }
static void Main(string[] args) { // TO DO: Add your code here string dataPath = "e:/QDData"; bool overwrite = false; DateTime beginDate = new System.DateTime(2017, 4, 5); DateTime endDate = new System.DateTime(2017, 4, 7); string username = "******"; string password = "******"; int ret = _md.Init(username, password, MDMode.MD_MODE_NULL, "", "", ""); if (ret != 0) { string msg = _md.StrError(ret); Console.WriteLine(msg); return; } DateTime curDate = beginDate; //获取交易日历,以确定是否开市日 string dateString1 = ""; if (endDate.AddMonths(-1) > beginDate) { dateString1 = beginDate.ToString("yyyy-MM-dd"); } else { dateString1 = endDate.AddMonths(-1).ToString("yyyy-MM-dd"); } string dateString2 = endDate.AddDays(1).ToString("yyyy-MM-dd"); List <DateTime> tradeDates = GetTradeDates("SHSE", dateString1, dateString2); while (curDate < endDate) { Console.WriteLine("日期:" + curDate.ToString("yyyy-MM-dd")); if ((tradeDates.Count <= 0) || (!tradeDates.Contains(curDate))) { Console.WriteLine("今天不是交易日"); curDate = curDate.AddDays(1); continue; } string path = dataPath + "/" + curDate.Year.ToString() + "/" + curDate.Month.ToString(); if (!Directory.Exists(path)) { Directory.CreateDirectory(path); } DateTime beginTime = curDate.Add(new TimeSpan(9, 0, 0)); DateTime endTime = curDate.Add(new TimeSpan(24, 0, 0)); string beginString = beginTime.ToString("yyyy-MM-dd HH:mm:ss"); string endString = endTime.ToString("yyyy-MM-dd HH:mm:ss"); Console.WriteLine("时间段:" + beginString + "----" + endString); try { DataFile file = DataFile.Open(path); Random ra = new Random(); try { //获取股票代码列表 List <string> symbols = new List <string>(); symbols = GetSymbols("SHSE", 1); symbols.AddRange(GetSymbols("SZSE", 1)); foreach (string symbol in symbols) { //Console.WriteLine("正在检查证券"+symbol+"的Tick数据..."); string name = symbol + ".Trade"; if (!file.Series.Contains(name)) { file.Series.Add(name); } FileSeries series = file.Series[name]; ISeriesObject[] has = series.GetArray(beginTime, endTime); SmartQuant.Instruments.Instrument inst = InstrumentManager.Instruments[symbol]; //获取当天的日线数据 Daily dailyBar = null; if (inst == null) { List <GMSDK.DailyBar> gskDailyBars = _md.GetDailyBars(symbol, curDate.ToString("yyyy-MM-dd"), curDate.ToString("yyyy-MM-dd")); if (gskDailyBars.Count > 0) { List <ISeriesObject> dailys = GSKToGM.ConvertDailys(gskDailyBars); dailyBar = (Daily)dailys[0]; } } else { DailySeries dailySeries = inst.GetDailySeries(curDate, curDate); if (dailySeries.Count > 0) { dailyBar = dailySeries[0]; } } bool needRebuild = false; //检查是否丢失 if (has.Length <= 0) { if (dailyBar != null) { Console.WriteLine("证券:{0},在日期:{1}时丢失Tick数据", symbol, curDate); needRebuild = true; } } else { //检查是否有重复,一般情形下不会重复,所以这里注释掉 /*int r1=ra.Next(0,has.Length-1); * int r2=ra.Next(0,has.Length-1); * * ISeriesObject randTrade1=has[r1]; * ISeriesObject randTrade2=has[r2]; * * ISeriesObject[] repeat1=series.GetArray(randTrade1.DateTime,randTrade1.DateTime); * ISeriesObject[] repeat2=series.GetArray(randTrade2.DateTime,randTrade2.DateTime); * if (repeat1.Length>1&&repeat2.Length>1) { * Console.WriteLine("r1={0},r2={1}",r1,r2); * Console.WriteLine("证券:{0},在日期:{1}时有重复的Tick数据",symbol,curDate); * needRebuild=true; * }*/ //检查是否不完整 GMTrade lastTrade = (GMTrade)has[has.Length - 1]; if ((dailyBar != null) && (lastTrade.TotalSize < dailyBar.Volume)) { Console.WriteLine("证券:{0},在日期:{1}时Tick数据不全", symbol, curDate); needRebuild = true; } } if (needRebuild) { List <GMSDK.Tick> gskTicksCache = _md.GetTicks(symbol, beginString, endString); Console.WriteLine(symbol + "有" + gskTicksCache.Count.ToString() + "笔数据。"); if (gskTicksCache.Count > 0) { //添加trades Console.WriteLine("存储Trade数据..."); List <ISeriesObject> trades = GSKToGM.ConvertTrades(gskTicksCache); string name1 = symbol + ".Trade"; if (!file.Series.Contains(name1)) { file.Series.Add(name1); } FileSeries series1 = file.Series[name1]; ISeriesObject[] hasTrades = series1.GetArray(beginTime, endTime); if (overwrite || hasTrades.Length != trades.Count) { foreach (ISeriesObject aTrade in hasTrades) { series1.Remove(aTrade.DateTime); } foreach (ISeriesObject trade in trades) { series1.Add(trade); } } series1.Reindex(Indexer.Daily); //添加quotes Console.WriteLine("存储Quote数据..."); List <ISeriesObject> quotes = GSKToGM.ConvertQuotes(gskTicksCache); string name2 = symbol + ".Quote"; if (!file.Series.Contains(name2)) { file.Series.Add(name2); } FileSeries series2 = file.Series[name2]; ISeriesObject[] hasQuotes = series2.GetArray(beginTime, endTime); if (overwrite || hasQuotes.Length != quotes.Count) { foreach (ISeriesObject aQuote in hasQuotes) { series2.Remove(aQuote.DateTime); } foreach (ISeriesObject quote in quotes) { series2.Add(quote); } } series2.Reindex(Indexer.Daily); } } } }catch (Exception ex) { throw ex; } finally { file.Close(); } }catch (Exception ex) { Console.WriteLine(ex.Message); } curDate = curDate.AddDays(1); } }
protected override bool doJob() { Console.WriteLine("正在检查Tick数据的完整性..."); /*Console.WriteLine("测试作业........."); * for(int i=0;i<1000;i++) Console.WriteLine("tick{0}",i); * return false;*/ try { GMRealTimeProvider provider = (GMRealTimeProvider)ProviderManager.MarketDataProviders["GMRealTimeProvider"]; provider.Connect(10000); if (!provider.IsConnected) { return(false); } bool overwrite = false; string path = this.dataPath + "/" + this.curDate.Year.ToString() + "/" + this.curDate.Month.ToString(); if (!Directory.Exists(path)) { Directory.CreateDirectory(path); } DateTime beginTime = this.curDate.Add(new TimeSpan(9, 0, 0)); DateTime endTime = this.curDate.Add(new TimeSpan(24, 0, 0)); string beginString = beginTime.ToString("yyyy-MM-dd HH:mm:ss"); string endString = endTime.ToString("yyyy-MM-dd HH:mm:ss"); Console.WriteLine("时间段:" + beginString + "----" + endString); DataFile file = DataFile.Open(path); try { //获取股票代码列表 foreach (Instrument inst in InstrumentManager.Instruments) { //获取当天的日线数据 Daily dailyBar = null; DailySeries dailySeries = inst.GetDailySeries(this.curDate, this.curDate); if (dailySeries.Count > 0) { dailyBar = dailySeries[0]; } else { continue; } string name = inst.Symbol + ".Trade"; if (!file.Series.Contains(name)) { file.Series.Add(name); } FileSeries series = file.Series[name]; ISeriesObject[] has = series.GetArray(beginTime, endTime); bool needRebuild = false; //检查是否丢失 if (has.Length <= 0) { Console.WriteLine("证券:{0},在日期:{1}时丢失Tick数据", inst.Symbol, this.curDate); needRebuild = true; } else { //检查是否不完整 GMTrade lastTrade = (GMTrade)has[has.Length - 1]; if (lastTrade.TotalSize < dailyBar.Volume) { Console.WriteLine("证券:{0},在日期:{1}时Tick数据不全", inst.Symbol, this.curDate); needRebuild = true; } } if (needRebuild) { List <GMSDK.Tick> gskTicksCache = provider.MdApi.GetTicks(inst.Symbol, beginString, endString); Console.WriteLine(inst.Symbol + "有" + gskTicksCache.Count.ToString() + "笔数据。"); if (gskTicksCache.Count > 0) { //添加trades Console.WriteLine("存储Trade数据..."); List <ISeriesObject> trades = GSKToGM.ConvertTrades(gskTicksCache); string name1 = inst.Symbol + ".Trade"; if (!file.Series.Contains(name1)) { file.Series.Add(name1); } FileSeries series1 = file.Series[name1]; ISeriesObject[] hasTrades = series1.GetArray(beginTime, endTime); if (overwrite || hasTrades.Length != trades.Count) { foreach (ISeriesObject aTrade in hasTrades) { series1.Remove(aTrade.DateTime); } foreach (ISeriesObject trade in trades) { series1.Add(trade); } } series1.Reindex(Indexer.Daily); //添加quotes if (inst.SecurityType == "IDX") { continue; //指数没有报价数据 } Console.WriteLine("存储Quote数据..."); List <ISeriesObject> quotes = GSKToGM.ConvertQuotes(gskTicksCache); string name2 = inst.Symbol + ".Quote"; if (!file.Series.Contains(name2)) { file.Series.Add(name2); } FileSeries series2 = file.Series[name2]; ISeriesObject[] hasQuotes = series2.GetArray(beginTime, endTime); if (overwrite || hasQuotes.Length != quotes.Count) { foreach (ISeriesObject aQuote in hasQuotes) { series2.Remove(aQuote.DateTime); } foreach (ISeriesObject quote in quotes) { series2.Add(quote); } } series2.Reindex(Indexer.Daily); } } } return(true); }catch (Exception ex) { throw ex; }finally { file.Close(); } }catch (Exception ex) { Console.WriteLine(ex.Message); } return(false); }