Beispiel #1
0
        public List <Task> getStandardTaskList(Run run)
        {
            Task peakChromGen = new PeakChromatogramGenerator(chromPPMTolerance);
            Task smoother     = new DeconTools.Backend.ProcessingTasks.Smoothers.DeconToolsSavitzkyGolaySmoother(11, 11, 2);
            Task peakDet      = new DeconTools.Backend.ProcessingTasks.PeakDetectors.ChromPeakDetector(0.5, 0.5);
            Task chromPeakSel = new DeconTools.Backend.ProcessingTasks.ChromPeakSelector(1, 0.01, Globals.PeakSelectorMode.CLOSEST_TO_TARGET);
            MSGeneratorFactory msgenFactory = new MSGeneratorFactory();
            Task msgen = msgenFactory.CreateMSGenerator(run.MSFileType);

            DeconToolsV2.Peaks.clsPeakProcessorParameters peakParams = new DeconToolsV2.Peaks.clsPeakProcessorParameters(2, 3, false, DeconToolsV2.Peaks.PEAK_FIT_TYPE.QUADRATIC);
            Task mspeakDet       = new DeconToolsPeakDetector(peakParams);
            Task theorFeatureGen = new TomTheorFeatureGenerator();
            Task finder          = new N14N15TFFTask(5);
            Task quant           = new N14N15QuantifierTask(1);
            Task fitScoreCalc    = new IsotopicProfileFitScoreCalculator();

            List <Task> taskList = new List <Task>();

            taskList.Add(peakChromGen);
            taskList.Add(smoother);
            taskList.Add(peakDet);
            taskList.Add(chromPeakSel);
            taskList.Add(msgen);
            taskList.Add(mspeakDet);
            taskList.Add(theorFeatureGen);
            taskList.Add(finder);
            taskList.Add(quant);
            taskList.Add(fitScoreCalc);

            return(taskList);
        }
Beispiel #2
0
        public SmartChromPeakSelector(SmartChromPeakSelectorParameters parameters)
        {
            this.Parameters = parameters;

            MSPeakDetector = new DeconToolsPeakDetectorV2(parameters.MSPeakDetectorPeakBR, parameters.MSPeakDetectorSigNoiseThresh, DeconTools.Backend.Globals.PeakFitType.QUADRATIC, true);

            var iterativeTFFParams = new IterativeTFFParameters();

            iterativeTFFParams.ToleranceInPPM = parameters.MSToleranceInPPM;
            iterativeTFFParams.MinimumRelIntensityForForPeakInclusion = parameters.IterativeTffMinRelIntensityForPeakInclusion;

            if (parameters.MSFeatureFinderType == DeconTools.Backend.Globals.TargetedFeatureFinderType.BASIC)
            {
                throw new NotSupportedException("Currently the Basic TFF is not supported in the SmartChromPeakSelector");

                //TargetedMSFeatureFinder = new TargetedFeatureFinders.BasicTFF(parameters.MSToleranceInPPM);
            }
            else
            {
                TargetedMSFeatureFinder = new IterativeTFF(iterativeTFFParams);
            }

            resultValidator = new ResultValidatorTask();
            fitScoreCalc    = new IsotopicProfileFitScoreCalculator();

            InterferenceScorer = new InterferenceScorer();
        }
Beispiel #3
0
        protected virtual void DoMainInitialization()
        {
            ValidateParameters();

            TheorFeatureGen = new JoshTheorFeatureGenerator(DeconTools.Backend.Globals.LabellingType.NONE, 0.005);
            ChromGen        = new PeakChromatogramGenerator(WorkflowParameters.ChromGenTolerance, WorkflowParameters.ChromGeneratorMode,
                                                            DeconTools.Backend.Globals.IsotopicProfileType.UNLABELLED,
                                                            WorkflowParameters.ChromGenToleranceUnit)
            {
                TopNPeaksLowerCutOff              = 0.333,
                ChromWindowWidthForAlignedData    = (float)WorkflowParameters.ChromNETTolerance * 2,
                ChromWindowWidthForNonAlignedData = (float)WorkflowParameters.ChromNETTolerance * 2
            };

            //only

            var allowNegativeValues = false;

            ChromSmoother     = new SavitzkyGolaySmoother(WorkflowParameters.ChromSmootherNumPointsInSmooth, 2, allowNegativeValues);
            ChromPeakDetector = new ChromPeakDetector(WorkflowParameters.ChromPeakDetectorPeakBR, WorkflowParameters.ChromPeakDetectorSigNoise);
            ChromPeakSelector = CreateChromPeakSelector(WorkflowParameters);

            ChromPeakAnalyzer = new ChromPeakAnalyzer(WorkflowParameters);

            IterativeTffParameters = new IterativeTFFParameters();
            IterativeTffParameters.ToleranceInPPM = WorkflowParameters.MSToleranceInPPM;

            MsfeatureFinder = new IterativeTFF(IterativeTffParameters);
            FitScoreCalc    = new IsotopicProfileFitScoreCalculator();

            InterferenceScorer = new InterferenceScorer();

            ResultValidator        = new ResultValidatorTask();
            ChromatogramCorrelator = new IqChromCorrelator(WorkflowParameters.ChromSmootherNumPointsInSmooth, 0.05, WorkflowParameters.ChromGenTolerance);
        }
        public void test1()
        {
            Run run = new XCaliburRun(xcaliburTestfile);

            List <MassTag> mass_tagList = TestUtilities.CreateTestMassTagList();
            MassTag        mt           = mass_tagList[0];

            run.CurrentScanSet = new ScanSet(9017, new int[] { 9010, 9017, 9024 });
            run.CurrentMassTag = mt;


            MSGeneratorFactory msgenFactory = new MSGeneratorFactory();
            Task msgen = msgenFactory.CreateMSGenerator(run.MSFileType);

            DeconToolsV2.Peaks.clsPeakProcessorParameters peakParams = new DeconToolsV2.Peaks.clsPeakProcessorParameters(2, 1.3, true, DeconToolsV2.Peaks.PEAK_FIT_TYPE.QUADRATIC);
            Task mspeakDet = new DeconToolsPeakDetector(peakParams);

            Task theorFeatureGen       = new TomTheorFeatureGenerator();
            Task targetedFeatureFinder = new BasicTFF(0.01);

            IsotopicProfileFitScoreCalculator fitScoreCalc = new IsotopicProfileFitScoreCalculator();

            msgen.Execute(run.ResultCollection);

            //run.XYData.Display();

            mspeakDet.Execute(run.ResultCollection);
            theorFeatureGen.Execute(run.ResultCollection);
            targetedFeatureFinder.Execute(run.ResultCollection);
            fitScoreCalc.Execute(run.ResultCollection);

            MassTagResultBase result = run.ResultCollection.GetMassTagResult(mt);

            TestUtilities.DisplayIsotopicProfileData(result.IsotopicProfile);
            Console.WriteLine("Fit val = " + result.IsotopicProfile.Score);

            /*
             *
             *
             * ------------------- MassTag = 24769---------------------------
             * monoMass = 2086.0595; monoMZ = 1044.0370; ChargeState = 2; NET = 0.452; Sequence = DFNEALVHQVVVAYAANAR
             *
             ****** Match ******
             ******NET =    0.452
             ******ChromPeak ScanNum = 9016.48992535631
             ******ChromPeak NETVal = 0.453
             ******ScanSet = { 9010, 9017, 9024, }
             ******Observed MZ and intensity = 1044.03290771556	1.269842E+07
             ******------------------------------ end --------------------------
             *
             *
             *
             *
             *
             */
        }
        public ChromPeakAnalyzer(TargetedWorkflowParameters parameters)
        {
            Parameters = parameters;

            var iterativeTffParameters = new IterativeTFFParameters();

            TargetedMSFeatureFinder = new IterativeTFF(iterativeTffParameters);
            InterferenceScorer      = new InterferenceScorer();
            MSPeakDetector          = new DeconToolsPeakDetectorV2();
            FitScoreCalc            = new IsotopicProfileFitScoreCalculator();
            ResultValidator         = new ResultValidatorTask();
        }
        public void test1()
        {
            Run run = new XCaliburRun(xcaliburTestfile);

            List <MassTag> mass_tagList = TestUtilities.CreateTestMassTagList();
            MassTag        mt           = mass_tagList[0];

            run.CurrentScanSet = new ScanSet(9017, new int[] { 9010, 9017, 9024 });
            run.CurrentMassTag = mt;


            MSGeneratorFactory msgenFactory = new MSGeneratorFactory();
            Task msgen = msgenFactory.CreateMSGenerator(run.MSFileType);

            DeconToolsV2.Peaks.clsPeakProcessorParameters peakParams = new DeconToolsV2.Peaks.clsPeakProcessorParameters(2, 1.3, true, DeconToolsV2.Peaks.PEAK_FIT_TYPE.QUADRATIC);
            Task mspeakDet = new DeconToolsPeakDetector(peakParams);

            Task theorFeatureGen       = new TomTheorFeatureGenerator();
            Task targetedFeatureFinder = new BasicTFF(0.01);

            IsotopicProfileFitScoreCalculator fitScoreCalc = new IsotopicProfileFitScoreCalculator();
            Task exporter = new BasicMTResultSQLiteExporter(exporterOutputFile1);



            msgen.Execute(run.ResultCollection);

            //run.XYData.Display();

            mspeakDet.Execute(run.ResultCollection);
            theorFeatureGen.Execute(run.ResultCollection);
            targetedFeatureFinder.Execute(run.ResultCollection);
            fitScoreCalc.Execute(run.ResultCollection);
            exporter.Execute(run.ResultCollection);
            exporter.Cleanup();

            MassTagResultBase result = run.ResultCollection.GetMassTagResult(mt);

            TestUtilities.DisplayIsotopicProfileData(result.IsotopicProfile);
        }
Beispiel #7
0
        public void find_targetMassTag_131959Test1()
        {
            var run = new RunFactory().CreateRun(xcaliburTestfile);

            var masstagImporter = new MassTagFromTextFileImporter(massTagTestList1);
            var massTagColl     = masstagImporter.Import();

            Assert.AreEqual(2719, massTagColl.TargetList.Count);

            var chromAligner = new ChromAlignerUsingVIPERInfo();

            chromAligner.Execute(run);

            var peakImporter = new DeconTools.Backend.Data.PeakImporterFromText(xcaliburAllPeaksFile);

            peakImporter.ImportPeaks(run.ResultCollection.MSPeakResultList);


            //int mtID = 635428;
            var mtID = 131959;

            Task peakChromGen = new PeakChromatogramGenerator(20);
            Task smoother     = new DeconTools.Backend.ProcessingTasks.Smoothers.SavitzkyGolaySmoother(23, 2);
            Task zeroFill     = new DeconTools.Backend.ProcessingTasks.ZeroFillers.DeconToolsZeroFiller(3);
            Task peakDet      = new DeconTools.Backend.ProcessingTasks.PeakDetectors.ChromPeakDetector(0.5, 1);
            Task msPeakDet    = new DeconToolsPeakDetectorV2(1.3, 2, Globals.PeakFitType.QUADRATIC, true);

            var basicChromPeakSelParam = new ChromPeakSelectorParameters();

            basicChromPeakSelParam.NETTolerance     = 0.1f;
            basicChromPeakSelParam.PeakSelectorMode = Globals.PeakSelectorMode.ClosestToTarget;
            Task chromPeakSel = new BasicChromPeakSelector(basicChromPeakSelParam);


            Task msgen = MSGeneratorFactory.CreateMSGenerator(run.MSFileType);


            run.CurrentMassTag = massTagColl.TargetList.Find(p => p.ID == mtID);
            var mt = run.CurrentMassTag;

            mt.MZ = mt.MonoIsotopicMass / mt.ChargeState + Globals.PROTON_MASS;

            Task theorFeatureGen       = new TomTheorFeatureGenerator(DeconTools.Backend.Globals.LabellingType.NONE, 0.005);
            Task targetedFeatureFinder = new BasicTFF();
            Task fitScoreCalc          = new IsotopicProfileFitScoreCalculator();


            theorFeatureGen.Execute(run.ResultCollection);


            Console.WriteLine();
            Console.WriteLine();
            Console.WriteLine("------------------- MassTag = " + mt.ID + "---------------------------");
            Console.WriteLine("monoMass = " + mt.MonoIsotopicMass.ToString("0.0000") + "; monoMZ = " + mt.MZ.ToString("0.0000") + "; ChargeState = " + mt.ChargeState + "; NET = " + mt.NormalizedElutionTime.ToString("0.000") + "; Sequence = " + mt.Code + "; EmpiricalFormula= " + mt.EmpiricalFormula + "\n");

            peakChromGen.Execute(run.ResultCollection);
            smoother.Execute(run.ResultCollection);
            //TestUtilities.DisplayXYValues(run.ResultCollection);

            peakDet.Execute(run.ResultCollection);
            TestUtilities.DisplayPeaks(run.PeakList);

            chromPeakSel.Execute(run.ResultCollection);
            msgen.Execute(run.ResultCollection);
            //TestUtilities.DisplayXYValues(run.ResultCollection);
            msPeakDet.Execute(run.ResultCollection);
            targetedFeatureFinder.Execute(run.ResultCollection);
            fitScoreCalc.Execute(run.ResultCollection);

            var massTagResult = run.ResultCollection.MassTagResultList[mt];

            massTagResult.DisplayToConsole();



            //Console.WriteLine("------------------------------ end --------------------------");
        }
        public void test1()
        {
            Run run = new XCaliburRun(xcaliburTestfile);
            MassTagCollection        massTagColl  = new MassTagCollection();
            MassTagIDGenericImporter mtidImporter = new MassTagIDGenericImporter(cysteineMassTagSourceFile1, '\t');

            mtidImporter.Import(massTagColl);

            MassTagFromSqlDBImporter importer = new MassTagFromSqlDBImporter("MT_Shewanella_ProdTest_P352", "porky");

            importer.Import(massTagColl);

            Assert.AreEqual(737, massTagColl.MassTagIDList.Count);

            Assert.AreEqual(826, massTagColl.MassTagList.Count);

            ChromAlignerUsingVIPERInfo chromAligner = new ChromAlignerUsingVIPERInfo();

            chromAligner.Execute(run);

            PeakImporterFromText peakImporter = new DeconTools.Backend.Data.PeakImporterFromText(xcaliburAllPeaksFile);

            peakImporter.ImportPeaks(run.ResultCollection.MSPeakResultList);

            Task peakChromGen = new PeakChromatogramGenerator(20);

            Task smoother     = new DeconTools.Backend.ProcessingTasks.Smoothers.DeconToolsSavitzkyGolaySmoother(11, 11, 2);
            Task peakDet      = new DeconTools.Backend.ProcessingTasks.PeakDetectors.ChromPeakDetector(0.5, 0.5);
            Task chromPeakSel = new DeconTools.Backend.ProcessingTasks.ChromPeakSelector(1, 0.01, Globals.PeakSelectorMode.CLOSEST_TO_TARGET);

            MSGeneratorFactory msgenFactory = new MSGeneratorFactory();
            Task msgen = msgenFactory.CreateMSGenerator(run.MSFileType);


            DeconToolsV2.Peaks.clsPeakProcessorParameters peakParams = new DeconToolsV2.Peaks.clsPeakProcessorParameters(2, 0.75, true, DeconToolsV2.Peaks.PEAK_FIT_TYPE.QUADRATIC);
            Task mspeakDet             = new DeconToolsPeakDetector(peakParams);
            Task theorFeatureGen       = new TomTheorFeatureGenerator();
            Task targetedFeatureFinder = new BasicTFF(6);
            Task exporter = new BasicMTResultSQLiteExporter(cysteineAnalysisOutput1);


            IsotopicProfileFitScoreCalculator fitScoreCalc = new IsotopicProfileFitScoreCalculator();

            int         successCounter = 0;
            List <long> timingResults  = new List <long>();

            foreach (MassTag mt in massTagColl.MassTagList)
            {
                run.CurrentMassTag = mt;
                mt.MZ = mt.MonoIsotopicMass / mt.ChargeState + Globals.PROTON_MASS;

                Console.WriteLine();
                Console.WriteLine();
                Console.WriteLine("------------------- MassTag = " + mt.ID + "---------------------------");
                Console.WriteLine("monoMass = " + mt.MonoIsotopicMass.ToString("0.0000") + "; monoMZ = " + mt.MZ.ToString("0.0000") + "; ChargeState = " + mt.ChargeState + "; NET = " + mt.NETVal.ToString("0.000") + "; Sequence = " + mt.PeptideSequence + "\n");


                Stopwatch sw = new Stopwatch();
                sw.Start();
                try
                {
                    peakChromGen.Execute(run.ResultCollection);
                    smoother.Execute(run.ResultCollection);
                    peakDet.Execute(run.ResultCollection);
                    chromPeakSel.Execute(run.ResultCollection);
                    msgen.Execute(run.ResultCollection);
                    mspeakDet.Execute(run.ResultCollection);
                    theorFeatureGen.Execute(run.ResultCollection);
                    targetedFeatureFinder.Execute(run.ResultCollection);
                    fitScoreCalc.Execute(run.ResultCollection);
                    MassTagResultBase massTagResult = run.ResultCollection.MassTagResultList[mt];
                    massTagResult.DisplayToConsole();


                    Console.WriteLine("------------------------------ end --------------------------");
                }
                catch (Exception ex)
                {
                    Console.WriteLine("Task failed. Message: " + ex.Message + ex.StackTrace);
                }
                sw.Stop();
                timingResults.Add(sw.ElapsedMilliseconds);

                if (mt == massTagColl.MassTagList.Last())
                {
                    exporter.Execute(run.ResultCollection);
                }
            }

            exporter.Cleanup();

            //List<IMassTagResult> successfulResults = run.ResultCollection.GetSuccessfulMassTagResults();

            foreach (long tr in timingResults)
            {
                Console.WriteLine(tr);
            }
            Console.WriteLine("-------- Analysis time for all MTs = " + timingResults.Sum());
            Console.WriteLine("-------- Average time for each MT = " + timingResults.Average());

            Console.WriteLine();
        }
        protected override void DoPostInitialization()
        {
            base.DoPostInitialization();
            ValidateParameters();

            theorFeatureGen    = new JoshTheorFeatureGenerator(DeconTools.Backend.Globals.LabellingType.NONE, 0.005);
            theorN15FeatureGen = new JoshTheorFeatureGenerator(DeconTools.Backend.Globals.LabellingType.N15, 0.005);

            chromGenN14 = new PeakChromatogramGenerator(_workflowParameters.ChromGenTolerance, _workflowParameters.ChromGeneratorMode);
            chromGenN14.TopNPeaksLowerCutOff = 0.333;

            chromGenN15 = new PeakChromatogramGenerator(_workflowParameters.ChromGenTolerance, DeconTools.Backend.Globals.ChromatogramGeneratorMode.MOST_ABUNDANT_PEAK, DeconTools.Backend.Globals.IsotopicProfileType.LABELLED);
            chromGenN15.TopNPeaksLowerCutOff = 0.333;

            var pointsToSmooth = (_workflowParameters.ChromSmootherNumPointsInSmooth + 1) / 2;

            chromSmoother     = new SavitzkyGolaySmoother(_workflowParameters.ChromSmootherNumPointsInSmooth, 2);
            chromPeakDetector = new ChromPeakDetector(_workflowParameters.ChromPeakDetectorPeakBR, _workflowParameters.ChromPeakDetectorSigNoise);

            var smartchrompeakSelectorParams = new SmartChromPeakSelectorParameters();

            smartchrompeakSelectorParams.MSFeatureFinderType          = DeconTools.Backend.Globals.TargetedFeatureFinderType.ITERATIVE;
            smartchrompeakSelectorParams.MSPeakDetectorPeakBR         = _workflowParameters.MSPeakDetectorPeakBR;
            smartchrompeakSelectorParams.MSPeakDetectorSigNoiseThresh = _workflowParameters.MSPeakDetectorSigNoise;
            smartchrompeakSelectorParams.MSToleranceInPPM             = _workflowParameters.MSToleranceInPPM;
            smartchrompeakSelectorParams.NETTolerance         = (float)_workflowParameters.ChromNETTolerance;
            smartchrompeakSelectorParams.NumScansToSum        = _workflowParameters.NumMSScansToSum;
            smartchrompeakSelectorParams.NumChromPeaksAllowed = 10;
            smartchrompeakSelectorParams.IterativeTffMinRelIntensityForPeakInclusion = 0.5;


            chromPeakSelectorN14 = new SmartChromPeakSelector(smartchrompeakSelectorParams);


            var chromPeakSelectorParameters = new ChromPeakSelectorParameters();

            chromPeakSelectorParameters.NumScansToSum    = _workflowParameters.NumMSScansToSum;
            chromPeakSelectorParameters.NETTolerance     = (float)_workflowParameters.ChromNETTolerance;
            chromPeakSelectorParameters.PeakSelectorMode = DeconTools.Backend.Globals.PeakSelectorMode.N15IntelligentMode;


            chromPeakSelectorN15 = new BasicChromPeakSelector(chromPeakSelectorParameters);
            chromPeakSelectorN15.IsotopicProfileType = DeconTools.Backend.Globals.IsotopicProfileType.LABELLED;

            msPeakDetector = new DeconToolsPeakDetectorV2(_workflowParameters.MSPeakDetectorPeakBR,
                                                          _workflowParameters.MSPeakDetectorSigNoise, DeconTools.Backend.Globals.PeakFitType.QUADRATIC, false);


            var iterativeTFFParameters = new IterativeTFFParameters();

            iterativeTFFParameters.ToleranceInPPM = _n14N15Workflow2Parameters.TargetedFeatureFinderToleranceInPPM;
            iterativeTFFParameters.MinimumRelIntensityForForPeakInclusion = 0.33;
            iterativeTFFParameters.IsotopicProfileType = DeconTools.Backend.Globals.IsotopicProfileType.UNLABELLED;
            unlabelledProfilefinder = new IterativeTFF(iterativeTFFParameters);

            iterativeTFFParameters = new IterativeTFFParameters();
            iterativeTFFParameters.ToleranceInPPM = _n14N15Workflow2Parameters.TargetedFeatureFinderToleranceInPPM;
            iterativeTFFParameters.MinimumRelIntensityForForPeakInclusion = 0.33;
            iterativeTFFParameters.IsotopicProfileType = DeconTools.Backend.Globals.IsotopicProfileType.LABELLED;
            labelledProfileFinder = new IterativeTFF(iterativeTFFParameters);

            quantifier = new N14N15QuantifierTask(_n14N15Workflow2Parameters.NumPeaksUsedInQuant, _workflowParameters.MSToleranceInPPM);

            fitScoreCalc = new IsotopicProfileFitScoreCalculator();

            var minRelativeIntensityForScore = 0.2;

            resultValidatorN14 = new ResultValidatorTask(minRelativeIntensityForScore, true);

            resultValidatorN15 = new LabelledIsotopicProfileScorer(minRelativeIntensityForScore);

            ChromatogramXYData = new XYData();
            MassSpectrumXYData = new XYData();
            ChromPeaksDetected = new List <ChromPeak>();
        }
Beispiel #10
0
        public void run_fullAnalysisTest1()
        {
            Run run = new BrukerRun(rsph_AOnly_28_run1File);
            MassTagCollection massTagColl = new MassTagCollection();

            run.ResultCollection.MassTagResultType = DeconTools.Backend.Globals.MassTagResultType.N14N15_MASSTAG_RESULT;


            massTagColl.MassTagIDList = fourTestMTs;

            MassTagFromSqlDBImporter importer = new MassTagFromSqlDBImporter("MT_R_sphaeroides241_P513", "Albert");

            importer.chargeStateFilterThreshold = 0.05;
            importer.Import(massTagColl);

            Assert.AreEqual(7, massTagColl.MassTagList.Count);

            ChromAlignerUsingVIPERInfo chromAligner = new ChromAlignerUsingVIPERInfo();

            chromAligner.Execute(run);

            PeakImporterFromText peakImporter = new DeconTools.Backend.Data.PeakImporterFromText(rsph_Aonly_28_run1_scans500_1000_peaks);

            peakImporter.ImportPeaks(run.ResultCollection.MSPeakResultList);

            Task peakChromGen = new PeakChromatogramGenerator(20);

            Task smoother     = new DeconTools.Backend.ProcessingTasks.Smoothers.DeconToolsSavitzkyGolaySmoother(11, 11, 2);
            Task peakDet      = new DeconTools.Backend.ProcessingTasks.PeakDetectors.ChromPeakDetector(0.5, 0.5);
            Task chromPeakSel = new DeconTools.Backend.ProcessingTasks.ChromPeakSelector(1, 0.01, Globals.PeakSelectorMode.CLOSEST_TO_TARGET);

            MSGeneratorFactory msgenFactory = new MSGeneratorFactory();
            Task msgen = msgenFactory.CreateMSGenerator(run.MSFileType);


            DeconToolsV2.Peaks.clsPeakProcessorParameters peakParams = new DeconToolsV2.Peaks.clsPeakProcessorParameters(2, 3, false, DeconToolsV2.Peaks.PEAK_FIT_TYPE.QUADRATIC);
            Task mspeakDet       = new DeconToolsPeakDetector(peakParams);
            Task theorFeatureGen = new TomTheorFeatureGenerator();


            N14N15TFFTask finder = new N14N15TFFTask(0.01);



            N14N15QuantifierTask quant = new N14N15QuantifierTask(1);


            IsotopicProfileFitScoreCalculator fitScoreCalc = new IsotopicProfileFitScoreCalculator();

            List <long> timingResults = new List <long>();


            foreach (MassTag mt in massTagColl.MassTagList)
            {
                run.CurrentMassTag = mt;
                mt.MZ = mt.MonoIsotopicMass / mt.ChargeState + Globals.PROTON_MASS;

                Console.WriteLine();
                Console.WriteLine();
                Console.WriteLine("------------------- MassTag = " + mt.ID + "---------------------------");
                Console.WriteLine("monoMass = " + mt.MonoIsotopicMass.ToString("0.0000") + "; monoMZ = " + mt.MZ.ToString("0.0000") + "; ChargeState = " + mt.ChargeState + "; NET = " + mt.NETVal.ToString("0.000") + "; Sequence = " + mt.PeptideSequence + "\n");


                Stopwatch sw = new Stopwatch();
                sw.Start();
                try
                {
                    peakChromGen.Execute(run.ResultCollection);
                    smoother.Execute(run.ResultCollection);
                    peakDet.Execute(run.ResultCollection);
                    chromPeakSel.Execute(run.ResultCollection);
                    msgen.Execute(run.ResultCollection);
                    mspeakDet.Execute(run.ResultCollection);
                    theorFeatureGen.Execute(run.ResultCollection);
                    finder.Execute(run.ResultCollection);
                    quant.Execute(run.ResultCollection);
                    fitScoreCalc.Execute(run.ResultCollection);
                    MassTagResultBase massTagResult = run.ResultCollection.MassTagResultList[mt];
                    massTagResult.DisplayToConsole();


                    Console.WriteLine("------------------------------ end --------------------------");
                }
                catch (Exception ex)
                {
                    Console.WriteLine("Task failed. Message: " + ex.Message + ex.StackTrace);
                }
                sw.Stop();
                timingResults.Add(sw.ElapsedMilliseconds);
            }

            foreach (long tr in timingResults)
            {
                Console.WriteLine(tr);
            }
            Console.WriteLine("-------- Analysis time for all MTs = " + timingResults.Sum());
            Console.WriteLine("-------- Average time for each MT = " + timingResults.Average());

            Console.WriteLine();
        }
        public void smartChromPeakSelectorTest_noSumming()
        {
            var run = new RunFactory().CreateRun(xcaliburTestfile);

            run.Close();

            run = new RunFactory().CreateRun(xcaliburTestfile);


            var massTagColl = new TargetCollection();

            var masstagImporter = new MassTagFromTextFileImporter(massTagTestList1);

            massTagColl = masstagImporter.Import();

            var chromAligner = new ChromAlignerUsingVIPERInfo();

            chromAligner.Execute(run);

            var theorFeatureGen = new TomTheorFeatureGenerator(DeconTools.Backend.Globals.LabellingType.NONE, 0.005);

            var chromPeakDet = new ChromPeakDetector(0.5, 1);

            var smartchromParam        = new SmartChromPeakSelectorParameters();
            var smartChromPeakSelector = new SmartChromPeakSelector(smartchromParam);

            var basicChromParam        = new ChromPeakSelectorParameters();
            var basicChromPeakSelector = new BasicChromPeakSelector(basicChromParam);



            var msgen = MSGeneratorFactory.CreateMSGenerator(run.MSFileType);

            var iterativeTff = new IterativeTFF(new IterativeTFFParameters());

            var fitscoreCalc = new IsotopicProfileFitScoreCalculator();



            var testChromatogramDataFile = @"\\protoapps\UserData\Slysz\DeconTools_TestFiles\TargetedWorkflowStandards\massTag635428_chromatogramData.txt";

            var xydata = TestUtilities.LoadXYDataFromFile(testChromatogramDataFile);

            Assert.IsNotNull(xydata);

            run.XYData = xydata;
            // run.XYData.Display();

            run.CurrentMassTag = massTagColl.TargetList.Where(p => p.ID == 635428).First();

            Console.WriteLine("------MT = " + run.CurrentMassTag.ToString());

            theorFeatureGen.Execute(run.ResultCollection);
            chromPeakDet.Execute(run.ResultCollection);

            var result = run.ResultCollection.GetTargetedResult(run.CurrentMassTag);

            //first run the standard peak selector
            basicChromPeakSelector.Execute(run.ResultCollection);
            Assert.AreEqual(10066, (int)Math.Round(result.ChromPeakSelected.XValue));


            //now run the smart chrom peak selector
            run.XYData = xydata;
            chromPeakDet.Execute(run.ResultCollection);
            smartChromPeakSelector.Parameters.NETTolerance = 0.025f;
            smartChromPeakSelector.Execute(run.ResultCollection);

            msgen.Execute(run.ResultCollection);
            iterativeTff.Execute(run.ResultCollection);

            TestUtilities.DisplayPeaks(run.PeakList);

            fitscoreCalc.Execute(run.ResultCollection);


            Assert.AreEqual(9579, (int)Math.Round(result.ChromPeakSelected.XValue));
            //result.DisplayToConsole();


            TestUtilities.DisplayIsotopicProfileData(result.Target.IsotopicProfile);
        }
        public void smartChromPeakSelectorTest_withDynamicSumming()
        {
            var run = new RunFactory().CreateRun(xcaliburTestfile);

            var massTagColl = new TargetCollection();

            var masstagImporter = new MassTagFromTextFileImporter(massTagTestList1);

            massTagColl = masstagImporter.Import();

            var chromAligner = new ChromAlignerUsingVIPERInfo();

            chromAligner.Execute(run);

            var theorFeatureGen = new TomTheorFeatureGenerator(DeconTools.Backend.Globals.LabellingType.NONE, 0.005);

            var chromPeakDet = new ChromPeakDetector(0.5, 1);

            var smartchromParam        = new SmartChromPeakSelectorParameters();
            var smartChromPeakSelector = new SmartChromPeakSelector(smartchromParam);

            var basicChromPeakSelector = new BasicChromPeakSelector(new ChromPeakSelectorParameters());



            var msgen = MSGeneratorFactory.CreateMSGenerator(run.MSFileType);

            var iterativeTff = new IterativeTFF(new IterativeTFFParameters());

            var fitscoreCalc = new IsotopicProfileFitScoreCalculator();



            var testChromatogramDataFile = @"\\protoapps\UserData\Slysz\DeconTools_TestFiles\TargetedWorkflowStandards\massTag635428_chromatogramData.txt";

            var xydata = TestUtilities.LoadXYDataFromFile(testChromatogramDataFile);

            Assert.IsNotNull(xydata);

            run.XYData         = new XYData();
            run.XYData.Xvalues = xydata.Xvalues;
            run.XYData.Yvalues = xydata.Yvalues;
            // run.XYData.Display();

            run.CurrentMassTag = massTagColl.TargetList.Where(p => p.ID == 635428).First();

            Console.WriteLine("------MT = " + run.CurrentMassTag.ToString());

            theorFeatureGen.Execute(run.ResultCollection);
            chromPeakDet.Execute(run.ResultCollection);

            //first run the standard peak selector



            basicChromPeakSelector.Execute(run.ResultCollection);

            var result = run.ResultCollection.GetTargetedResult(run.CurrentMassTag);

            Assert.AreEqual(10066, (int)Math.Round(result.ChromPeakSelected.XValue));


            //now run the smart chrom peak selector
            run.XYData         = new XYData();
            run.XYData.Xvalues = xydata.Xvalues;
            run.XYData.Yvalues = xydata.Yvalues;
            chromPeakDet.Execute(run.ResultCollection);
            smartChromPeakSelector.Parameters.NETTolerance = 0.025f;
            smartChromPeakSelector.Parameters.MaxScansSummedInDynamicSumming = 51;
            smartChromPeakSelector.Parameters.SummingMode = SummingModeEnum.SUMMINGMODE_DYNAMIC;
            smartChromPeakSelector.Parameters.AreaOfPeakToSumInDynamicSumming = 1;

            smartChromPeakSelector.Execute(run.ResultCollection);

            msgen.Execute(run.ResultCollection);
            iterativeTff.Execute(run.ResultCollection);
            fitscoreCalc.Execute(run.ResultCollection);


            Console.WriteLine(result.ScanSet);
            Assert.AreEqual(14, result.ScanSet.IndexValues.Count);
            Assert.AreEqual(0.0104m, (decimal)Math.Round(result.Score, 4));
            Assert.AreEqual("9575 {9534, 9540, 9547, 9554, 9561, 9568, 9575, 9582, 9589, 9596, 9603, 9610, 9617, 9624}", result.ScanSet.ToString());

            run.XYData         = new XYData();
            run.XYData.Xvalues = xydata.Xvalues;
            run.XYData.Yvalues = xydata.Yvalues;
            chromPeakDet.Execute(run.ResultCollection);
            smartChromPeakSelector.Parameters.NETTolerance = 0.025f;
            smartChromPeakSelector.Parameters.MaxScansSummedInDynamicSumming = 51;
            smartChromPeakSelector.Parameters.SummingMode = SummingModeEnum.SUMMINGMODE_DYNAMIC;
            smartChromPeakSelector.Parameters.AreaOfPeakToSumInDynamicSumming = 2;

            smartChromPeakSelector.Execute(run.ResultCollection);

            msgen.Execute(run.ResultCollection);
            iterativeTff.Execute(run.ResultCollection);
            fitscoreCalc.Execute(run.ResultCollection);

            result.DisplayToConsole();

            Assert.AreEqual(9579, (int)Math.Round(result.ChromPeakSelected.XValue));
            Assert.AreEqual(0.025m, (decimal)(Math.Round(result.Score, 4)));
            //Console.WriteLine(result.ScanSet);
            Assert.AreEqual(26, result.ScanSet.IndexValues.Count);
            Assert.AreEqual("9575 {9493, 9500, 9506, 9513, 9520, 9527, 9534, 9540, 9547, 9554, 9561, 9568, 9575, 9582, 9589, 9596, 9603, 9610, 9617, 9624, 9631, 9638, 9645, 9652, 9658, 9665}", result.ScanSet.ToString());
        }