Esempio n. 1
0
        static void Run(Options options)
        {
            // check the validation of options
            CheckOptions(options);

            // generate example files if necessary
            if (options.ShouldGenerateExampleFiles)
            {
                GenerateExampleFiles(options);
                return;
            }

            // register handler for Ctrl+C/Ctrl+Break
            Console.CancelKeyPress += ConsoleCancelKeyPress;

            // load settings from files
            var tradingSettings          = TradingSettings.LoadFromFile(options.TradingSettingsFile);
            var combinedStrategySettings = CombinedStrategySettings.LoadFromFile(options.CombinedStrategySettingsFile);
            var stockDataSettings        = ChinaStockDataSettings.LoadFromFile(options.StockDataSettingsFile);

            // load codes and stock name table
            var stockNameTable = new StockNameTable(stockDataSettings.StockNameTableFile);
            var codes          = LoadCodeOfStocks(options.CodeFile);

            // load stock block relationship if necessary, and filter codes
            StockBlockRelationshipManager stockBlockRelationshipManager = null;

            if (!string.IsNullOrWhiteSpace(options.StockBlockRelationshipFile))
            {
                stockBlockRelationshipManager = LoadStockBlockRelationship(options.StockBlockRelationshipFile);

                // filter stock block relationship for loaded codes only
                stockBlockRelationshipManager = stockBlockRelationshipManager.CreateSubsetForStocks(codes);

                // codes will be updated according to stock-block relationships
                codes = stockBlockRelationshipManager.Stocks;
            }

            var allDataFiles = codes
                               .Select(stockDataSettings.BuildActualDataFilePathAndName)
                               .ToArray();

            // dump data for temporary usage, will be commented out in real code
            // create data provider
            //var dumpDataProvider
            //    = new ChinaStockDataProvider(
            //        stockNameTable,
            //        allDataFiles,
            //        options.StartDate,
            //        options.EndDate,
            //        0);

            //DumpData(dumpDataProvider);

            // generate evaluation time intervals
            var intervals =
                GenerateIntervals(
                    options.StartDate,
                    options.EndDate,
                    options.YearInterval)
                .ToArray();

            using (_contextManager = new EvaluationResultContextManager(options.EvaluationName))
            {
                // save evluation summary
                var evaluationSummary = new EvaluationSummary
                {
                    StrategySettings = combinedStrategySettings.GetActiveSettings(),
                    TradingSettings  = tradingSettings,
                    DataSettings     = stockDataSettings,
                    StartTime        = options.StartDate,
                    EndTime          = options.EndDate,
                    YearInterval     = options.YearInterval,
                    ObjectNames      = codes
                                       .Select(c => stockNameTable.ContainsStock(c)
                            ? c + '|' + stockNameTable[c].Names[0]
                            : c)
                                       .ToArray()
                };

                _contextManager.SaveEvaluationSummary(evaluationSummary);

                Action <Tuple <DateTime, DateTime> > evaluatingAction =
                    (Tuple <DateTime, DateTime> interval) =>
                {
                    if (_toBeStopped)
                    {
                        return;
                    }

                    // initialize data provider
                    var dataProvider
                        = new ChinaStockDataProvider(
                              stockNameTable,
                              allDataFiles,
                              interval.Item1,   // interval start date
                              interval.Item2,   // interval end date
                              options.WarmupPeriods);

                    var finalCodes = dataProvider.GetAllTradingObjects().Select(to => to.Code);
                    var filteredStockBlockRelationshipManager = stockBlockRelationshipManager == null
                            ? null
                            : stockBlockRelationshipManager.CreateSubsetForStocks(finalCodes);

                    // initialize combined strategy assembler
                    var combinedStrategyAssembler = new CombinedStrategyAssembler(combinedStrategySettings, true);

                    var strategyInstances
                        = new List <Tuple <CombinedStrategy, IDictionary <ParameterAttribute, object> > >();

                    IDictionary <ParameterAttribute, object> values;
                    while ((values = combinedStrategyAssembler.GetNextSetOfParameterValues()) != null)
                    {
                        var strategy = combinedStrategyAssembler.NewStrategy();

                        strategyInstances.Add(Tuple.Create(strategy, values));
                    }

                    if (strategyInstances.Any())
                    {
                        // initialize ResultSummary
                        ResultSummary.Initialize(strategyInstances.First().Item2, options.EnableERatioOutput);
                    }

                    SetTotalStrategyNumber(intervals.Count() * strategyInstances.Count());

                    try
                    {
                        Parallel.For(
                            0,
                            strategyInstances.Count,
                            // below line is for performance profiling only.
                            new ParallelOptions()
                        {
                            MaxDegreeOfParallelism = Environment.ProcessorCount * 2
                        },
                            t =>
                        {
                            for (int i = 0; i < options.AccountNumber; ++i)
                            {
                                if (_toBeStopped)
                                {
                                    return;
                                }

                                ICapitalManager capitalManager = options.ProportionOfCapitalForIncrementalPosition > 0.0
                                            ? (ICapitalManager) new AdvancedCapitalManager(options.InitialCapital, options.ProportionOfCapitalForIncrementalPosition)
                                            : (ICapitalManager) new SimpleCapitalManager(options.InitialCapital)
                                ;

                                EvaluateStrategy(
                                    options.AccountNumber,
                                    i,
                                    _contextManager,
                                    strategyInstances[t].Item1,
                                    strategyInstances[t].Item2,
                                    interval.Item1,
                                    interval.Item2,
                                    capitalManager,
                                    dataProvider,
                                    filteredStockBlockRelationshipManager,
                                    options.ShouldDumpData,
                                    tradingSettings);
                            }

                            IncreaseProgress();

                            // reset the strategy object to ensure the referred IEvaluationContext object being
                            // released, otherwise it will never be released until all strategies are evaluated.
                            // This is a bug hid for long time.
                            strategyInstances[t] = null;
                        });
                    }
                    catch
                    {
                        _toBeStopped = true;
                    }
                    finally
                    {
                        lock (_contextManager)
                        {
                            // save result summary
                            _contextManager.SaveResultSummaries();
                        }
                    }
                };

                if (options.ParallelExecution)
                {
                    Parallel.ForEach(intervals, evaluatingAction);
                }
                else
                {
                    foreach (var interval in intervals)
                    {
                        evaluatingAction(interval);
                    }
                }
            }

            _contextManager = null;

            Console.WriteLine();
            Console.WriteLine("Done.");
        }
Esempio n. 2
0
        static void Run(Options options)
        {
            // check the validation of options
            CheckOptions(options);

            // load settings from files
            var combinedStrategySettings = CombinedStrategySettings.LoadFromFile(options.CombinedStrategySettingsFile);
            var stockDataSettings        = ChinaStockDataSettings.LoadFromFile(options.StockDataSettingsFile);
            var positions = LoadPositions(options.PositionFile);

            // load codes and stock name table
            var stockNameTable = new StockNameTable(stockDataSettings.StockNameTableFile);
            var codes          = LoadCodeOfStocks(options.CodeFile);

            // load stock block relationship if necessary, and filter codes
            StockBlockRelationshipManager stockBlockRelationshipManager = null;

            if (!string.IsNullOrWhiteSpace(options.StockBlockRelationshipFile))
            {
                stockBlockRelationshipManager = LoadStockBlockRelationship(options.StockBlockRelationshipFile);

                // filter stock block relationship for loaded codes only
                stockBlockRelationshipManager = stockBlockRelationshipManager.CreateSubsetForStocks(codes);

                // codes will be updated according to stock-block relationships
                codes = stockBlockRelationshipManager.Stocks;
            }

            var allDataFiles = codes
                               .Select(stockDataSettings.BuildActualDataFilePathAndName)
                               .ToArray();

            // initialize data provider
            var dataProvider
                = new ChinaStockDataProvider(
                      stockNameTable,
                      allDataFiles,
                      options.StartDate,
                      options.EndDate,
                      options.WarmupPeriods);

            var finalCodes = dataProvider.GetAllTradingObjects().Select(to => to.Code);
            var filteredStockBlockRelationshipManager = stockBlockRelationshipManager == null
                ? null
                : stockBlockRelationshipManager.CreateSubsetForStocks(finalCodes);

            if (filteredStockBlockRelationshipManager != null)
            {
                var filteredCodes = filteredStockBlockRelationshipManager.Stocks;

                var filteredDataFiles = filteredCodes
                                        .Select(stockDataSettings.BuildActualDataFilePathAndName)
                                        .ToArray();

                // rebuild data provider according to filtered codes
                dataProvider = new ChinaStockDataProvider(
                    stockNameTable,
                    filteredDataFiles,
                    options.StartDate,
                    options.EndDate,
                    options.WarmupPeriods);
            }

            // initialize combined strategy assembler
            var combinedStrategyAssembler = new CombinedStrategyAssembler(combinedStrategySettings, false);

            var strategyInstances
                = new List <Tuple <CombinedStrategy, IDictionary <ParameterAttribute, object> > >();

            IDictionary <ParameterAttribute, object> values;

            while ((values = combinedStrategyAssembler.GetNextSetOfParameterValues()) != null)
            {
                var strategy = combinedStrategyAssembler.NewStrategy();

                strategyInstances.Add(Tuple.Create(strategy, values));
            }

            if (strategyInstances.Count != 1)
            {
                throw new InvalidDataException("Strategy has more or less than one instance, please check strategy settings");
            }

            string predictionContextDirectory = options.PredicationName + "_" + DateTime.Now.ToString("yyyyMMddTHHmmss");

            if (!Directory.Exists(predictionContextDirectory))
            {
                Directory.CreateDirectory(predictionContextDirectory);
            }

            using (PredicationContext context = new PredicationContext(predictionContextDirectory))
            {
                PredicateStrategy(
                    context,
                    strategyInstances.First().Item1,
                    strategyInstances.First().Item2,
                    options.StartDate,
                    options.InitialCapital,
                    options.CurrentCapital,
                    positions,
                    dataProvider,
                    filteredStockBlockRelationshipManager,
                    options.PositionFrozenDays);
            }

            Console.WriteLine();
            Console.WriteLine("Done.");
        }