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Daily updates. Code cleanup

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Sean
2025-05-07 19:57:56 -04:00
parent 8892f26b65
commit 1c44770d3e
4 changed files with 26 additions and 25 deletions
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8
MarketData/MarketData/Models/CMT20200817.TXT
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@@ -1,11 +1,11 @@
CMTSESSIONv1.00
LastUpdated=5/6/2025 7:51:08 PM
TradeDate=5/6/2025
LastUpdated=5/7/2025 7:48:32 PM
TradeDate=5/7/2025
StartDate=1/1/0001
AnalysisDate=5/6/2025
AnalysisDate=5/7/2025
CashBalance=9375.6
NonTradeableCash=6456.42
SuspendTrading=False|UsePriceSlopeIndicator=True|UsePriceSlopeIndicatorDays=252|AnalysisDate=5/6/2025|BetaMonths=6|TradeDate=5/6/2025|MarketCapLowerLimit=500000000|SidewaysDetection=False|SidewaysAfterDays=30|PriceTrendDays=20|CheckOutliersInReturnStream=True|DailyReturnLimit=0.25|MaxDailyPositions=3|MaxOpenPositions=3|NoTradeSymbols=CODYY,MARUY,CSTM,CS,NATI,QADA,CRTO,GTBIF,CLCT,PRSC,CMD,STAY,GBTC,YOKU,PNY,RFMD,ASAZY,USMO,VNR,STB,XIV,SYNT,DFP|OnlyTradeSymbols=|MinRSI=70|InitialCash=10000|TotalRiskPercentDecimal=0.05|PositionRiskPercentDecimal=0.12|EquityOnly=False|MinPercentReturnProximityTo52WeekHigh=30|MinPercentReturnOver52WeekLow=80|ProfitMarginCheck=True|EPSCheck=True|MinDaysBetweenReholding=30|LiquidityCheck=True|MinVolume=1000|DMA200Horizon=15|MinDaysBetweenStopAdjustments=30|MinDaysBetweenInitialStopAdjustment=5|MaxPricingExceptions=3|MACDSetup=(12,26,9)|MACDSignalDays=5|MACDRejectStrongSells=True|MACDRejectWeakSells=True|UseMarketIndicator=True|Benchmark=SPY|BenchmarkMovingAverageDays=200|BenchmarkMovingAverageHorizon=5|UseMarketIndicatorVolatility=True|UseMarketIndicatorVolatilityHorizon=60|UseMarketIndicatorVolatilityBenchmark=^VIX|UseStopLimitScaling=True|StopLimitScalingType=AverageTrueRange|StopLimitScalingVolatilityDays=30|SellOnDMABreak=True|DMABreakValues=200|DMABreakForceBreak=False|EntryType=OverExtended,MVP,PriceTrend,VolumeTrend|EntryHorizon=30|CandidateExpiryDays=180|VolumeTrendDays=10|ChannelBreakoutHorizon=40|UseOverExtendedIndicatorDays=45|UseOverExtendedIndicatorViolationThreshhold=1|UseOverExtendedIndicatorMarginPercent=1|MaxBeta=10|UseMaxBeta=False|UseProfitMaximization=True|UseProfitMaximizationExpression=R_THRESSHOLD=4;MAX_ATR=3;MULTIPLIER=MAX_ATR;IF(RMultiple>=R_THRESSHOLD){MULTIPLIER=1.2;}|UseTradeOnlySectors=False|UseTradeOnlySectorsSectors=Healthcare,Technology,Basic Materials,Consumer Defensive,Industrials|EvaluateStopOnUpTrend=False
SuspendTrading=False|UsePriceSlopeIndicator=True|UsePriceSlopeIndicatorDays=252|AnalysisDate=5/7/2025|BetaMonths=6|TradeDate=5/7/2025|MarketCapLowerLimit=500000000|SidewaysDetection=False|SidewaysAfterDays=30|PriceTrendDays=20|CheckOutliersInReturnStream=True|DailyReturnLimit=0.25|MaxDailyPositions=3|MaxOpenPositions=3|NoTradeSymbols=CODYY,MARUY,CSTM,CS,NATI,QADA,CRTO,GTBIF,CLCT,PRSC,CMD,STAY,GBTC,YOKU,PNY,RFMD,ASAZY,USMO,VNR,STB,XIV,SYNT,DFP|OnlyTradeSymbols=|MinRSI=70|InitialCash=10000|TotalRiskPercentDecimal=0.05|PositionRiskPercentDecimal=0.12|EquityOnly=False|MinPercentReturnProximityTo52WeekHigh=30|MinPercentReturnOver52WeekLow=80|ProfitMarginCheck=True|EPSCheck=True|MinDaysBetweenReholding=30|LiquidityCheck=True|MinVolume=1000|DMA200Horizon=15|MinDaysBetweenStopAdjustments=30|MinDaysBetweenInitialStopAdjustment=5|MaxPricingExceptions=3|MACDSetup=(12,26,9)|MACDSignalDays=5|MACDRejectStrongSells=True|MACDRejectWeakSells=True|UseMarketIndicator=True|Benchmark=SPY|BenchmarkMovingAverageDays=200|BenchmarkMovingAverageHorizon=5|UseMarketIndicatorVolatility=True|UseMarketIndicatorVolatilityHorizon=60|UseMarketIndicatorVolatilityBenchmark=^VIX|UseStopLimitScaling=True|StopLimitScalingType=AverageTrueRange|StopLimitScalingVolatilityDays=30|SellOnDMABreak=True|DMABreakValues=200|DMABreakForceBreak=False|EntryType=OverExtended,MVP,PriceTrend,VolumeTrend|EntryHorizon=30|CandidateExpiryDays=180|VolumeTrendDays=10|ChannelBreakoutHorizon=40|UseOverExtendedIndicatorDays=45|UseOverExtendedIndicatorViolationThreshhold=1|UseOverExtendedIndicatorMarginPercent=1|MaxBeta=10|UseMaxBeta=False|UseProfitMaximization=True|UseProfitMaximizationExpression=R_THRESSHOLD=4;MAX_ATR=3;MULTIPLIER=MAX_ATR;IF(RMultiple>=R_THRESSHOLD){MULTIPLIER=1.2;}|UseTradeOnlySectors=False|UseTradeOnlySectorsSectors=Healthcare,Technology,Basic Materials,Consumer Defensive,Industrials|EvaluateStopOnUpTrend=False
PricingExceptions=0
TotalActivePositions=0
TotalPositions=124

21
MarketData/MarketData/Models/MGSH20250331.TXT
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@@ -1,23 +1,24 @@
MGSHSESSIONv2.00
LastUpdated=5/6/2025 7:51:49 PM
TradeDate=5/7/2025
LastUpdated=5/7/2025 7:53:41 PM
TradeDate=5/8/2025
StartDate=3/31/2025
AnalysisDate=5/6/2025
AnalysisDate=5/7/2025
Cycle=2
CashBalance=3485.68
NonTradeableCash=0
HedgeCashBalance=3000
Verbose=True|KeepSlotPositions=True|BenchmarkMode=False|BenchmarkModeSymbol=SPY|HoldingPeriod=3|MaxPositions=3|NoTradeSymbols=IBDRY,GBTC,YOKU,PNY,RFMD,ASAZY|NoTradeFinancialSymbols=U.S. Private Equity,U.S. Financials,U.S. Financial Services,U.S. Banking and Investment Services,Trading-Miscellaneous,Trading--Miscellaneous,Trading--Leveraged Equity,Trading--Leveraged Debt,Trading--Leveraged Commodities,Trading--Inverse Equity,Trading--Inverse Commodities,Tactical Allocation,Specialty Finance,Japan Financials,Savings & Cooperative Banks,Option Writing,Insurance Brokers,Insurance - Specialty,Insurance - Reinsurance,Insurance - Property & Casualty,Insurance - Life,Insurance - Diversified,Global Private Equity,Global Financials,Financial Services,Financial Exchanges,Financial,China Financials,Banks - Regional - US,Banks - Regional - Latin America,Banks - Global,Asset Management,Credit Services|Benchmark=SPY|MarketCapLowerLimit=1000000000|UsePEScreen=False|UseEBITDAScreen=True|UseRevenuePerShareScreen=True|UseLowSlopeBetaCheck=True|LowSlopeBetaDays=15|LowSlopeBetaThreshhold=1|UseMACD=True|MACDSetup=(12,26,9)|MACDSignalDays=12|MACDRejectStrongSellSignals=False|MACDRejectWeakSellSignals=True|UseStochastics=True|StochasticsSignalDays=3|StochasticsRejectStrongSells=True|StochasticsRejectWeakSells=True|UseFallbackCandidate=True|FallbackCandidate=SHV|FallbackCandidateBestOf=SHV,NEAR,BIL,GSY,AGG,ACWX,GSY,SCHF,IXUS,DBEF,IEFA,TLT|UseMaxPEScreen=True|MaxPE=40|StrictMaxPE=False|QualityIndicatorType=IDINDICATOR|IncludeTradeMasterForSymbolsHeld=True|UseStopLimits=True|StopLimitRiskPercentDecimal=0.2|StopLimitScalingVolatilityDays=30|MinDaysBetweenInitialStopAdjustment=30|MinDaysBetweenStopAdjustments=30|StopLimitPriceTrendDays=20|StopLimitATRMultiplier=3|UseHedging=True|HedgeBenchmarkSymbol=SPY|HedgeShortSymbol=SH|HedgeRiskPercentDecimal=0.12|HedgeMinDaysBetweenStopAdjustments=1|HedgeInitialCash=3000|HedgeCloseAboveSMANDays=10|HedgeBandBreakCheckDays=3|HedgeATRMultiplier=1|MaxPricingExceptions=3|UseBetaGenerator=True|UseBetaGeneratorMonths=24
TotalActivePositions=6
Slot=0|Symbol=MO|PurchaseDate=3/31/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=18|PurchasePrice=59.91|CurrentPrice=60.48|Volume=17335180|Return1D=0|CumReturn252=0|IDIndicator=-15.9362549800797|Score=1.14749269300042|Velocity=0.967136150234742|PE=9|Beta=0.572465642401382|InitialStopLimit=47.93|TrailingStopLimit=47.93|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=12.004|Comment=Price changed on 4/1/2025 from $60.02 to $59.91
Slot=0|Symbol=EXC|PurchaseDate=3/31/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=24|PurchasePrice=45.76|CurrentPrice=46.29|Volume=14993121|Return1D=0|CumReturn252=0|IDIndicator=-8.76494023904382|Score=0.405636492837393|Velocity=1|PE=18.02|Beta=0.248374476251328|InitialStopLimit=36.61|TrailingStopLimit=42.7107857322693|LastStopAdjustment=4/30/2025 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=9.216|Comment=Price changed on 4/1/2025 from $46.08 to $45.76
Slot=0|Symbol=SXT|PurchaseDate=3/31/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=14|PurchasePrice=73.98|CurrentPrice=94.72|Volume=362866|Return1D=0|CumReturn252=0|IDIndicator=-7.17131474103586|Score=0.447832358242973|Velocity=0.447678018575852|PE=24.93|Beta=0.640557790575348|InitialStopLimit=59.18|TrailingStopLimit=85.4177850723267|LastStopAdjustment=4/30/2025 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=14.886|Comment=Price changed on 4/1/2025 from $74.43 to $73.98
Slot=1|Symbol=RGLD|PurchaseDate=4/30/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=6|PurchasePrice=179.06|CurrentPrice=184.53|Volume=872755|Return1D=0|CumReturn252=0|IDIndicator=-12.3505976095618|Score=0.879340632979787|Velocity=0.8398891966759|PE=36.94|Beta=0.672718546494456|InitialStopLimit=143.25|TrailingStopLimit=143.25|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=36.542|Comment=Price changed on 5/1/2025 from $182.71 to $179.06
Slot=1|Symbol=PSO|PurchaseDate=4/30/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=69|PurchasePrice=15.98|CurrentPrice=15.83|Volume=894303|Return1D=0|CumReturn252=0|IDIndicator=-11.9521912350598|Score=1.15269564166514|Velocity=0.737122557726465|PE=19.2|Beta=0.0342052512015139|InitialStopLimit=12.78|TrailingStopLimit=12.78|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=3.25|Comment=Price changed on 5/1/2025 from $16.25 to $15.98
Slot=1|Symbol=TSCDY|PurchaseDate=4/30/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=75|PurchasePrice=15|CurrentPrice=15.25|Volume=78408|Return1D=0|CumReturn252=0|IDIndicator=-11.1553784860558|Score=1.03524480157762|Velocity=1|PE=12.79|Beta=0.388852470354317|InitialStopLimit=12|TrailingStopLimit=12|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=2.996|Comment=Price changed on 5/1/2025 from $14.98 to $15.00
Slot=0|Symbol=MO|PurchaseDate=3/31/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=18|PurchasePrice=59.91|CurrentPrice=60.91|Volume=17335180|Return1D=0|CumReturn252=0|IDIndicator=-15.9362549800797|Score=1.14749269300042|Velocity=0.967136150234742|PE=9|Beta=0.572465642401382|InitialStopLimit=47.93|TrailingStopLimit=56.15650033473968|LastStopAdjustment=5/7/2025 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=12.004|Comment=Price changed on 4/1/2025 from $60.02 to $59.91
Slot=0|Symbol=EXC|PurchaseDate=3/31/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=24|PurchasePrice=45.76|CurrentPrice=46.34|Volume=14993121|Return1D=0|CumReturn252=0|IDIndicator=-8.76494023904382|Score=0.405636492837393|Velocity=1|PE=18.02|Beta=0.248374476251328|InitialStopLimit=36.61|TrailingStopLimit=42.7107857322693|LastStopAdjustment=4/30/2025 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=9.216|Comment=Price changed on 4/1/2025 from $46.08 to $45.76
Slot=0|Symbol=SXT|PurchaseDate=3/31/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=14|PurchasePrice=73.98|CurrentPrice=94.32|Volume=362866|Return1D=0|CumReturn252=0|IDIndicator=-7.17131474103586|Score=0.447832358242973|Velocity=0.447678018575852|PE=24.93|Beta=0.640557790575348|InitialStopLimit=59.18|TrailingStopLimit=85.4177850723267|LastStopAdjustment=4/30/2025 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=14.886|Comment=Price changed on 4/1/2025 from $74.43 to $73.98
Slot=1|Symbol=RGLD|PurchaseDate=4/30/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=6|PurchasePrice=179.06|CurrentPrice=182.65|Volume=872755|Return1D=0|CumReturn252=0|IDIndicator=-12.3505976095618|Score=0.879340632979787|Velocity=0.8398891966759|PE=36.94|Beta=0.672718546494456|InitialStopLimit=143.25|TrailingStopLimit=143.25|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=36.542|Comment=Price changed on 5/1/2025 from $182.71 to $179.06
Slot=1|Symbol=PSO|PurchaseDate=4/30/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=69|PurchasePrice=15.98|CurrentPrice=15.82|Volume=894303|Return1D=0|CumReturn252=0|IDIndicator=-11.9521912350598|Score=1.15269564166514|Velocity=0.737122557726465|PE=19.2|Beta=0.0342052512015139|InitialStopLimit=12.78|TrailingStopLimit=12.78|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=3.25|Comment=Price changed on 5/1/2025 from $16.25 to $15.98
Slot=1|Symbol=TSCDY|PurchaseDate=4/30/2025 12:00:00 AM|SellDate=1/1/0001 12:00:00 AM|Shares=75|PurchasePrice=15|CurrentPrice=15.3|Volume=78408|Return1D=0|CumReturn252=0|IDIndicator=-11.1553784860558|Score=1.03524480157762|Velocity=1|PE=12.79|Beta=0.388852470354317|InitialStopLimit=12|TrailingStopLimit=12|LastStopAdjustment=1/1/0001 12:00:00 AM|PositionRiskPercentDecimal=0.2|R=2.996|Comment=Price changed on 5/1/2025 from $14.98 to $15.00
TotalPositions=0
TotalStopLimits=2
TotalStopLimits=3
Symbol=EXC|AnalysisDate=4/30/2025 12:00:00 AM|PreviousStop=36.61|NewStop=42.7107857322693|CurrentPriceLow=46.11|CurrentPriceClose=46.9|PriceTrendIndicatorSlope=0.0870828032493591|StopLimitId=EXC20250331120000AM
Symbol=SXT|AnalysisDate=4/30/2025 12:00:00 AM|PreviousStop=59.18|NewStop=85.4177850723267|CurrentPriceLow=92.4|CurrentPriceClose=93.95|PriceTrendIndicatorSlope=0.931879639625549|StopLimitId=SXT20250331120000AM
Symbol=MO|AnalysisDate=5/7/2025 12:00:00 AM|PreviousStop=47.93|NewStop=56.15650033473968|CurrentPriceLow=60.37|CurrentPriceClose=60.91|PriceTrendIndicatorSlope=0.21730078756809235|StopLimitId=MO20250331120000AM
TotalHedgePositions=0
TotalPricingExceptions=0

12
MarketData/MarketDataLib/Generator/CMTrend/CMTTrendGenerator.cs
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@@ -26,34 +26,34 @@ namespace MarketData.Generator.CMTrend
Profiler profiler = new Profiler();
Dictionary<String,DateTime> latestDates = PricingDA.GetLatestDates(symbols);
symbols=symbols.Where(x => latestDates.ContainsKey(x) && latestDates[x].Date>=tradeDate.Date).ToList();
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded pricing dates in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded pricing dates in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch a subset of fundamentals where each fundamental.asof is no greater than tradeDate
profiler.Reset();
FundamentalsV2 fundamentals = FundamentalDA.GetFundamentalsMaxDateV2(tradeDate);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded fundamentals in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded fundamentals in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch the Company Profiles
profiler.Reset();
Dictionary<String,CompanyProfile> companyProfiles = CompanyProfileDA.GetCompanyProfiles(symbols);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded company profiles in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded company profiles in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch the pricing dates required for 200 day moving average.
profiler.Reset();
DateGenerator dateGenerator = new DateGenerator();
DateTime historicalDate=dateGenerator.GenerateHistoricalDate(tradeDate,cmtParams.DMA200Horizon+10);
List<DateTime> historicalDates=PricingDA.GetPricingDatesBetween(historicalDate,tradeDate);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded moving average dates in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded moving average dates in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch the EPS time series
profiler.Reset();
Dictionary<String,TimeSeriesCollection> epsTimeSeriesCollectionDictionary = FundamentalDA.GetEPS(symbols,tradeDate,3);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded EPS Time Series in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded EPS Time Series in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch the profit margin time series
profiler.Reset();
Dictionary<String,TimeSeriesCollection> profitMarginTimeSeriesCollectionDictionary = IncomeStatementDA.GetProfitMarginMaxAsOf(symbols,tradeDate,3,IncomeStatement.PeriodType.Quarterly);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Profit Margin Time Series in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Profit Margin Time Series in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
for(int index=0;index<symbols.Count;index++)
{

10
MarketData/MarketDataLib/Generator/Momentum/MomentumGenerator.cs
View File

@@ -74,27 +74,27 @@ namespace MarketData.Generator.Momentum
Profiler profiler = new Profiler();
Dictionary<String,DateTime> latestDates = PricingDA.GetLatestDates(symbols);
symbols=symbols.Where(x => latestDates.ContainsKey(x) && latestDates[x].Date>=tradeDate.Date).ToList();
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Pricing Dates in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Pricing Dates in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch a subset of fundamentals where each fundamental.asof is no greater than tradeDate
profiler.Reset();
FundamentalsV2 fundamentals = FundamentalDA.GetFundamentalsMaxDateV2(tradeDate);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Fundamentals in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Fundamentals in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch the Company Profiles
profiler.Reset();
Dictionary<String,CompanyProfile> companyProfiles = CompanyProfileDA.GetCompanyProfiles(symbols);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Company Profiles in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Company Profiles in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch the Analyst Ratings
profiler.Reset();
Dictionary<String,AnalystRatings> analystRatingsDictionary = AnalystRatingsDA.GetAnalystRatingsDowngradesMaxDateNoZacks(symbols, tradeDate);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Analyst Ratings in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Analyst Ratings in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
// Prefetch Zacks Ranks
profiler.Reset();
Dictionary<String,ZacksRank> zacksRanksDictionary = ZacksRankDA.GetZacksRankOnOrBefore(symbols, tradeDate);
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Zacks Ranks in {Utility.FormatNumber(profiler.End(),2)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,$"Loaded Zacks Ranks in {Utility.FormatNumber(profiler.End(),0,true)} (ms)");
MDTrace.WriteLine(LogLevel.DEBUG,String.Format("Generate momentum.. examining candidates"));
// Go through the universe of stocks