public static void CheckForMarketDataRecreation(string mainMarket, Dictionary <string, Market> markets, PTMagicConfiguration systemConfiguration, LogHelper log) { string binanceFuturesDataDirectoryPath = Directory.GetCurrentDirectory() + Path.DirectorySeparatorChar + Constants.PTMagicPathData + Path.DirectorySeparatorChar + Constants.PTMagicPathExchange + Path.DirectorySeparatorChar; if (!Directory.Exists(binanceFuturesDataDirectoryPath)) { Directory.CreateDirectory(binanceFuturesDataDirectoryPath); } DirectoryInfo dataDirectory = new DirectoryInfo(binanceFuturesDataDirectoryPath); // Check for existing market files DateTime latestMarketDataFileDateTime = Constants.confMinDate; List <FileInfo> marketFiles = dataDirectory.EnumerateFiles("MarketData*").ToList(); FileInfo latestMarketDataFile = null; if (marketFiles.Count > 0) { latestMarketDataFile = marketFiles.OrderByDescending(mdf => mdf.LastWriteTimeUtc).First(); latestMarketDataFileDateTime = latestMarketDataFile.LastWriteTimeUtc; } if (latestMarketDataFileDateTime < DateTime.UtcNow.AddMinutes(-20)) { int lastMarketDataAgeInSeconds = (int)Math.Ceiling(DateTime.UtcNow.Subtract(latestMarketDataFileDateTime).TotalSeconds); // Go back in time and create market data DateTime startDateTime = DateTime.UtcNow; DateTime endDateTime = DateTime.UtcNow.AddHours(-systemConfiguration.AnalyzerSettings.MarketAnalyzer.StoreDataMaxHours); if (latestMarketDataFileDateTime != Constants.confMinDate && latestMarketDataFileDateTime > endDateTime) { // Existing market files too old => Recreate market data for configured timeframe log.DoLogInfo("BinanceFutures - Recreating market data for " + markets.Count + " markets over " + SystemHelper.GetProperDurationTime(lastMarketDataAgeInSeconds) + ". This may take a while..."); endDateTime = latestMarketDataFileDateTime; } else { // No existing market files found => Recreate market data for configured timeframe log.DoLogInfo("BinanceFutures - Recreating market data for " + markets.Count + " markets over " + systemConfiguration.AnalyzerSettings.MarketAnalyzer.StoreDataMaxHours + " hours. This may take a while..."); } int totalTicks = (int)Math.Ceiling(startDateTime.Subtract(endDateTime).TotalMinutes); // Get Ticks for main market List <MarketTick> mainMarketTicks = new List <MarketTick>(); if (!mainMarket.Equals("USDT", StringComparison.InvariantCultureIgnoreCase)) { mainMarketTicks = BinanceFutures.GetMarketTicks(mainMarket + "USDT", totalTicks, systemConfiguration, log); } // Get Ticks for all markets log.DoLogDebug("BinanceFutures - Getting ticks for '" + markets.Count + "' markets"); ConcurrentDictionary <string, List <MarketTick> > marketTicks = new ConcurrentDictionary <string, List <MarketTick> >(); int ParallelThrottle = 4; if (systemConfiguration.AnalyzerSettings.MarketAnalyzer.StoreDataMaxHours > 200) { ParallelThrottle = 2; log.DoLogInfo("----------------------------------------------------------------------------"); log.DoLogInfo("StoreDataMaxHours is greater than 200. Historical data requests will be"); log.DoLogInfo("throttled to avoid exceeding exchange data request limits. This initial "); log.DoLogInfo("run could take more than 30 minutes. Please go outside for a walk..."); log.DoLogInfo("----------------------------------------------------------------------------"); } Parallel.ForEach(markets.Keys, new ParallelOptions { MaxDegreeOfParallelism = ParallelThrottle }, (key) => { if (!marketTicks.TryAdd(key, GetMarketTicks(key, totalTicks, systemConfiguration, log))) { // Failed to add ticks to dictionary throw new Exception("Failed to add ticks for " + key + " to the memory dictionary, results may be incorrectly calculated!"); } if ((marketTicks.Count % 10) == 0) { log.DoLogInfo("BinanceFutures - No worries, I am still alive... " + marketTicks.Count + "/" + markets.Count + " markets done..."); } }); log.DoLogInfo("BinanceFutures - Ticks completed."); log.DoLogInfo("BinanceFutures - Creating initial market data ticks. This may take another while..."); // Go back in time and create market data int completedTicks = 0; if (marketTicks.Count > 0) { for (DateTime tickTime = startDateTime; tickTime >= endDateTime; tickTime = tickTime.AddMinutes(-1)) { completedTicks++; double mainCurrencyPrice = 1; if (mainMarketTicks.Count > 0) { List <MarketTick> mainCurrencyTickRange = mainMarketTicks.FindAll(t => t.Time <= tickTime); if (mainCurrencyTickRange.Count > 0) { MarketTick mainCurrencyTick = mainCurrencyTickRange.OrderByDescending(t => t.Time).First(); mainCurrencyPrice = mainCurrencyTick.Price; } } Dictionary <string, Market> tickMarkets = new Dictionary <string, Market>(); foreach (string key in markets.Keys) { List <MarketTick> tickRange = marketTicks[key] != null ? marketTicks[key].FindAll(t => t.Time <= tickTime) : new List <MarketTick>(); if (tickRange.Count > 0) { MarketTick marketTick = tickRange.OrderByDescending(t => t.Time).First(); Market market = new Market(); market.Position = markets.Count + 1; market.Name = key; market.Symbol = key; market.Price = marketTick.Price; //market.Volume24h = marketTick.Volume24h; market.MainCurrencyPriceUSD = mainCurrencyPrice; tickMarkets.Add(market.Name, market); } } DateTime fileDateTime = new DateTime(tickTime.ToLocalTime().Year, tickTime.ToLocalTime().Month, tickTime.ToLocalTime().Day, tickTime.ToLocalTime().Hour, tickTime.ToLocalTime().Minute, 0).ToUniversalTime(); FileHelper.WriteTextToFile(Directory.GetCurrentDirectory() + Path.DirectorySeparatorChar + Constants.PTMagicPathData + Path.DirectorySeparatorChar + Constants.PTMagicPathExchange + Path.DirectorySeparatorChar, "MarketData_" + fileDateTime.ToString("yyyy-MM-dd_HH.mm") + ".json", JsonConvert.SerializeObject(tickMarkets), fileDateTime, fileDateTime); log.DoLogDebug("BinanceFutures - Market data saved for tick " + fileDateTime.ToString() + " - MainCurrencyPrice=" + mainCurrencyPrice.ToString("#,#0.00") + " USD."); if ((completedTicks % 100) == 0) { log.DoLogInfo("BinanceFutures - Our magicbots are still at work, hang on... " + completedTicks + "/" + totalTicks + " ticks done..."); } } } log.DoLogInfo("BinanceFutures - Initial market data created. Ready to go!"); } }