private void PrepareStatData(IPortfolioBuilderBuildParams builderParams) { int nInstruments = builderParams.Instruments.Count; rets = new double[nInstruments]; stDevs = new double[nInstruments]; matCov = new double[nInstruments, nInstruments]; // getting instruments and calculating avg returns and stdevs for given time period IQuotesDalGetTimeSeriesValuesParams getQuotesParams = _quotesDal.CreateGetQuotesParams(); getQuotesParams.PeriodStart = builderParams.PeriodStart; getQuotesParams.PeriodEnd = builderParams.PeriodEnd; getQuotesParams.TimeFrame = (QuotesInterfaces.ETimeFrame)builderParams.TimeFrame; getQuotesParams.Tickers.AddRange(builderParams.Instruments); IQuotesDalGetTimeseriesValuesResult getQuotesResult = _quotesDal.GetTimseriesValues(getQuotesParams); Dictionary <string, List <double> > returns = new Dictionary <string, List <double> >(); // calculating returns & stdev for (int i = 0; i < nInstruments; ++i) { double avgRet = 0; returns.Add(getQuotesResult.Quotes[i].Ticker, new List <double>()); for (int d = 0; d < getQuotesResult.Quotes[i].Quotes.Count(); ++d) { double ret = (double)(getQuotesResult.Quotes[i].Quotes[d]["Close"] - getQuotesResult.Quotes[i].Quotes[d]["Open"]) / (double)getQuotesResult.Quotes[i].Quotes[d]["Open"]; returns[getQuotesResult.Quotes[i].Ticker].Add(ret); avgRet += ret; } avgRet /= getQuotesResult.Quotes[i].Quotes.Count() - 1; switch (builderParams.TimeFrame) { case PortfolioInterfaces.ETimeFrame.Monthly: avgRet = Math.Pow(1 + avgRet, 12) - 1; break; } rets[i] = avgRet; stDevs[i] = MathNet.Numerics.Statistics.Statistics.PopulationStandardDeviation(returns[getQuotesResult.Quotes[i].Ticker]); switch (builderParams.TimeFrame) { case PortfolioInterfaces.ETimeFrame.Monthly: stDevs[i] *= Math.Sqrt(12); break; } } // calculating covariances for (int k = 0; k < returns.Keys.Count; ++k) { for (int o = k; o < returns.Keys.Count; ++o) { matCov[k, o] = MathNet.Numerics.Statistics.Statistics.PopulationCovariance(returns[returns.Keys.ElementAt(k)], returns[returns.Keys.ElementAt(o)]); matCov[o, k] = matCov[k, o]; } } }
public void GetQuotes_Single_Failed() { IQuotesDal dal = PrepareQuotesDal(); IQuotesDalGetTimeSeriesValuesParams getParams = dal.CreateGetQuotesParams(); getParams.Country = ConfigurationManager.AppSettings["CountryUS"]; getParams.Tickers.Add(ConfigurationManager.AppSettings["InvalidTicker"]); getParams.TimeFrame = ETimeFrame.Monthly; IQuotesDalGetTimeseriesValuesResult result = dal.GetTimseriesValues(getParams); Assert.IsFalse(result.Success); Assert.IsNotNull(result.Quotes); Assert.AreEqual(result.Quotes.Count, 0); }
private void TranslateToTickerQuotes(GetTimeSeriesResponse response, IQuotesDalGetTimeseriesValuesResult getResult) { IQuotesData quotesData = getResult.Quotes[0]; ITimeSeriesRecord rcFirst = quotesData.Quotes.FirstOrDefault(); ITimeSeriesRecord rcLast = quotesData.Quotes.LastOrDefault(); TickerQuotes tickerQuotes = new TickerQuotes(); tickerQuotes.Code = quotesData.Ticker; tickerQuotes.TimePeriod = quotesData.TimeFrame; tickerQuotes.PeriodStart = rcFirst != null ? rcFirst.Time : DateTime.MinValue; tickerQuotes.PeriodEnd = rcLast != null ? rcLast.Time : DateTime.MinValue; tickerQuotes.Quotes.AddRange(quotesData.Quotes.Select(x => new QuoteRecord(x.Time, x.Values)).ToList()); response.Payload.Values = tickerQuotes; }
public void GetQuotes_Single_Success() { IQuotesDal dal = PrepareQuotesDal(); IQuotesDalGetTimeSeriesValuesParams getParams = dal.CreateGetQuotesParams(); getParams.Country = ConfigurationManager.AppSettings["CountryUS"]; getParams.Tickers.Add(ConfigurationManager.AppSettings["TickerSPY"]); getParams.TimeFrame = ETimeFrame.Monthly; IQuotesDalGetTimeseriesValuesResult result = dal.GetTimseriesValues(getParams); Assert.IsTrue(result.Success); Assert.IsNotNull(result.Quotes); Assert.AreEqual(result.Quotes.Count, 1); Assert.AreEqual(result.Quotes[0].Ticker, ConfigurationManager.AppSettings["TickerSPY"]); Assert.AreEqual(result.Quotes[0].Country, ConfigurationManager.AppSettings["CountryUS"]); Assert.AreNotEqual(result.Quotes[0].Quotes.Count(), 0); }
public GetTimeSeriesResponse Any(GetTimeSeries request) { _logger.Log(EErrorType.Info, " ****** Call start: GetTimeSeries"); GetTimeSeriesResponse response = new GetTimeSeriesResponse(); TransferHeader(request, response); try { if (IsValidSessionToken(request)) { IQuotesDalGetTimeSeriesValuesParams getParams = _dal.CreateGetQuotesParams(); getParams.Country = request.CountryCode; getParams.Tickers.Add(request.Ticker); getParams.PeriodEnd = request.PeriodEnd != null ? (DateTime)request.PeriodEnd : DateTime.Now; getParams.PeriodStart = request.PeriodStart != null ? (DateTime)request.PeriodStart : DateTime.Parse(ConfigurationManager.AppSettings["DefaultPeriodStart"]); getParams.TimeFrame = (QuotesInterfaces.ETimeFrame)request.TimeFrame; IQuotesDalGetTimeseriesValuesResult getResult = _dal.GetTimseriesValues(getParams); // copying list of errors - there can be also warnings too response.Errors.AddRange(response.Errors); if (getResult.Success) { TranslateToTickerQuotes(response, getResult); if (response.Payload.Values.Quotes.Count == 0) { response.Errors.Add( new Error() { Code = EErrorCodes.EmptyCollection, Type = EErrorType.Warning, Message = string.Format("Data not present for {0}, Timeframe - {1}, Dates: {2} - {3}", request.Ticker, request.TimeFrame, getParams.PeriodStart, getParams.PeriodEnd) }); } response.Success = true; } else { response.Success = false; response.Errors.AddRange(getResult.Errors); } } else { response.Success = false; response.Errors.Add(new Error() { Code = EErrorCodes.InvalidSession, Type = EErrorType.Error, Message = "Invalid session token" }); } } catch (Exception ex) { _logger.Log(ex); response.Success = false; response.Errors.Add(new Error() { Code = EErrorCodes.GeneralError, Type = EErrorType.Error, Message = string.Format("Unpexcted error: {0}", ex.Message) }); } _logger.Log(EErrorType.Info, " ****** Call end: GetQuotes"); return(response); }