public void TestCollectStatistics()
        {
            var testFilesDir = new TestFilesDir(TestContext, ZIP_FILE);
            string docPath = testFilesDir.GetTestPath("BSA_Protea_label_free_20100323_meth3_multi.sky");
            SrmDocument doc = ResultsUtil.DeserializeDocument(docPath);
            var docContainer = new ResultsTestDocumentContainer(doc, docPath);

            // Import the first RAW file (or mzML for international)
            string rawPath = testFilesDir.GetTestPath("ah_20101011y_BSA_MS-MS_only_5-2" +
                                                      ExtensionTestContext.ExtThermoRaw);
            var measuredResults = new MeasuredResults(new[] {new ChromatogramSet("Single", new[] {MsDataFileUri.Parse(rawPath)})});

            SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, 3, 3, 21);

            ChromCacheMinimizer chromCacheMinimizer =
                docResults.Settings.MeasuredResults.GetChromCacheMinimizer(docResults);
            ChromCacheMinimizer.Settings settings =
                new ChromCacheMinimizer.Settings().SetDiscardUnmatchedChromatograms(true);
            ChromCacheMinimizer.MinStatistics minStatistics = null;
            chromCacheMinimizer.Minimize(settings, s => minStatistics = s, null);
            Assert.AreEqual(100, minStatistics.PercentComplete);
            Assert.AreEqual(1.0, minStatistics.MinimizedRatio);

            var docMissingFirstPeptide =
                (SrmDocument)
                docResults.ReplaceChild(
                    docResults.PeptideGroups.First().RemoveChild(docResults.PeptideGroups.First().Children[0]));
            var docWithOnlyFirstPeptide =
                (SrmDocument)
                docResults.ReplaceChild(
                    docResults.PeptideGroups.First().ChangeChildren(new[] {docResults.PeptideGroups.First().Children[0]}));

            ChromCacheMinimizer.MinStatistics statsMissingFirstProtein = null;
            ChromCacheMinimizer.MinStatistics statsWithOnlyFirstProtein = null;

            settings = settings.SetDiscardUnmatchedChromatograms(true);
            ChromCacheMinimizer minimizerMissingFirstProtein =
                docMissingFirstPeptide.Settings.MeasuredResults.GetChromCacheMinimizer(docMissingFirstPeptide);
            ChromCacheMinimizer minimizerWithOnlyFirstProtein =
                docWithOnlyFirstPeptide.Settings.MeasuredResults.GetChromCacheMinimizer(docWithOnlyFirstPeptide);
            minimizerMissingFirstProtein.Minimize(settings, s => statsMissingFirstProtein = s, null);
            minimizerWithOnlyFirstProtein.Minimize(settings, s => statsWithOnlyFirstProtein = s, null);
            Assert.AreEqual(100, statsMissingFirstProtein.PercentComplete);
            Assert.AreEqual(100, statsWithOnlyFirstProtein.PercentComplete);
            Assert.AreEqual(1.0, statsMissingFirstProtein.MinimizedRatio + statsWithOnlyFirstProtein.MinimizedRatio,
                            .00001);
            settings = settings.SetDiscardUnmatchedChromatograms(false);
            ChromCacheMinimizer.MinStatistics statsMissingFirstProteinKeepAll = null;
            ChromCacheMinimizer.MinStatistics statsWithOnlyFirstProteinKeepAll = null;
            minimizerMissingFirstProtein.Minimize(settings, s => statsMissingFirstProteinKeepAll = s, null);
            minimizerWithOnlyFirstProtein.Minimize(settings, s => statsWithOnlyFirstProteinKeepAll = s, null);
            Assert.AreEqual(100, statsMissingFirstProteinKeepAll.PercentComplete);
            Assert.AreEqual(1.0, statsMissingFirstProteinKeepAll.MinimizedRatio);
            Assert.AreEqual(100, statsWithOnlyFirstProteinKeepAll.PercentComplete);
            Assert.AreEqual(1.0, statsWithOnlyFirstProteinKeepAll.MinimizedRatio);
            docContainer.Release();
        }
Пример #2
0
        private static void TestInstrumentInfo(string resultsPath, string docCurrentPath)
        {
            var docCurrent = ResultsUtil.DeserializeDocument(docCurrentPath);
            var docContainer = new ResultsTestDocumentContainer(docCurrent, docCurrentPath);
            string replicateName = Path.GetFileNameWithoutExtension(resultsPath);
            var lockMassParameters = new LockMassParameters(456.78, 567.89, 12.34);
            var listChromatograms = new List<ChromatogramSet> { new ChromatogramSet(replicateName, new[] { new MsDataFilePath(resultsPath, lockMassParameters) }) };

            // Lockmass values are Waters only so don't expect them to be saved to the doc which has no Waters results
            // So test the serialization here
            var stringBuilder = new StringBuilder();
            using (var xmlWriter = XmlWriter.Create(stringBuilder))
            {
                xmlWriter.WriteStartDocument();
                xmlWriter.WriteStartElement("TestDocument");
                xmlWriter.WriteElements(listChromatograms, new XmlElementHelper<ChromatogramSet>());
                xmlWriter.WriteEndElement();
                xmlWriter.WriteEndDocument();
            }
            var xmlReader = XmlReader.Create(new StringReader(stringBuilder.ToString()));
            xmlReader.ReadStartElement();
            var deserializedObjects = new List<ChromatogramSet>();
            xmlReader.ReadElements(deserializedObjects);
            Assert.AreEqual(1, deserializedObjects.Count);
            var compare = deserializedObjects[0];
            Assert.AreEqual(456.78, compare.MSDataFileInfos[0].FilePath.GetLockMassParameters().LockmassPositive.Value);
            Assert.AreEqual(567.89, compare.MSDataFileInfos[0].FilePath.GetLockMassParameters().LockmassNegative.Value);
            Assert.AreEqual(12.34, compare.MSDataFileInfos[0].FilePath.GetLockMassParameters().LockmassTolerance.Value);
            Assert.AreEqual(listChromatograms[0], compare);

            // We don't expect any new peptides/precursors/transitions added due to the imported results.
            var docCurrentResults = docContainer.ChangeMeasuredResults(new MeasuredResults(listChromatograms), 0, 0, 0);

            WriteDocument(docCurrentResults, docCurrentPath);

            docCurrentResults = ResultsUtil.DeserializeDocument(docCurrentPath);
            Assert.IsNotNull(docCurrentResults);
            AssertEx.IsDocumentState(docCurrentResults, 0, 7, 11, 22, 66);
            Assert.AreEqual(1, docCurrentResults.Settings.MeasuredResults.Chromatograms.Count);

            XmlDocument xdoc = new XmlDocument();
            xdoc.Load(docCurrentPath);

            var replicateList = xdoc.SelectNodes("/srm_settings/settings_summary/measured_results/replicate");
            Assert.IsNotNull(replicateList);
            Assert.AreEqual(1, replicateList.Count);
            var replicate = replicateList.Item(0);
            Assert.IsNotNull(replicate);
            var attribs = replicate.Attributes;
            Assert.IsNotNull(attribs);
            Assert.AreEqual(replicateName, attribs.GetNamedItem(SrmDocument.ATTR.name).Value);

            var instrumentList = replicate.SelectNodes("sample_file/instrument_info_list/instrument_info");
            Assert.IsNotNull(instrumentList);
            Assert.AreEqual(1, instrumentList.Count);
            var instrumentInfo = instrumentList.Item(0);
            Assert.IsNotNull(instrumentInfo);
            Assert.IsNotNull(instrumentInfo.Attributes);

            // model
            var model = instrumentInfo.SelectSingleNode(ChromatogramSet.EL.model.ToString());
            Assert.IsNotNull(model);
            Assert.IsNotNull(model.FirstChild);
            Assert.IsTrue(model.FirstChild.NodeType == XmlNodeType.Text);
            Assert.AreEqual("TSQ Vantage", model.FirstChild.Value);

            // ion source
            var ionsource = instrumentInfo.SelectSingleNode(ChromatogramSet.EL.ionsource.ToString());
            Assert.IsNotNull(ionsource);
            Assert.IsNotNull(ionsource.FirstChild);
            Assert.AreEqual(ionsource.FirstChild.NodeType, XmlNodeType.Text);
            Assert.AreEqual("nanoelectrospray", ionsource.FirstChild.Value);

            // analyzer
            var analyzer = instrumentInfo.SelectSingleNode(ChromatogramSet.EL.analyzer.ToString());
            Assert.IsNotNull(analyzer);
            Assert.IsNotNull(analyzer.FirstChild);
            Assert.AreEqual(analyzer.FirstChild.NodeType, XmlNodeType.Text);
            Assert.AreEqual("quadrupole/quadrupole/quadrupole", analyzer.FirstChild.Value);

            // dectector
            var detector = instrumentInfo.SelectSingleNode(ChromatogramSet.EL.detector.ToString());
            Assert.IsNotNull(detector);
            Assert.IsNotNull(detector.FirstChild);
            Assert.AreEqual(detector.FirstChild.NodeType, XmlNodeType.Text);
            Assert.AreEqual("electron multiplier", detector.FirstChild.Value);
        }
Пример #3
0
        private void Import(ResultsTestDocumentContainer docContainer, string resultsPath, double minMz, double maxMz)
        {
            var measuredResults = new MeasuredResults(new[] { new ChromatogramSet("Single", new[] { resultsPath }) });
            docContainer.ChangeMeasuredResults(measuredResults, 1, 1, 3);

            // Check expected Mz range.
            foreach (var nodeTran in docContainer.Document.MoleculeTransitions)
            {
                Assert.IsTrue(nodeTran.HasResults, "No results for transition Mz: {0}", nodeTran.Mz);
                if (nodeTran.Results[0] == null)
                    continue;
                //Assert.IsNotNull(nodeTran.Results[0], "Null results for transition Mz: {0}", nodeTran.Mz);
                if (minMz > nodeTran.Mz || nodeTran.Mz > maxMz)
                    Assert.IsTrue(nodeTran.Results[0][0].IsEmpty, "Non-empty transition Mz: {0}", nodeTran.Mz);
                else
                    Assert.IsFalse(nodeTran.Results[0][0].IsEmpty, "Empty transition Mz: {0}", nodeTran.Mz);
            }
        }
Пример #4
0
        public void DoAsymmetricIsolationTest(RefinementSettings.ConvertToSmallMoleculesMode asSmallMolecules)
        {
            TestSmallMolecules = false;  // We test small molecules explicitly in this test

            LocalizationHelper.InitThread();    // TODO: All unit tests should be correctly initialized

            var testFilesDir = new TestFilesDir(TestContext, ZIP_FILE);
            string docPath = testFilesDir.GetTestPath("Asym_DIA.sky");
            string cachePath = ChromatogramCache.FinalPathForName(docPath, null);
            FileEx.SafeDelete(cachePath);
            SrmDocument doc = ResultsUtil.DeserializeDocument(docPath);
            var refine = new RefinementSettings();
            doc = refine.ConvertToSmallMolecules(doc, asSmallMolecules);
            const int expectedMoleculeCount = 1;   // At first small molecules did not support multiple charge states, and this was 2 for that test mode
            AssertEx.IsDocumentState(doc, null, 1, expectedMoleculeCount, 2, 4);
            var fullScanInitial = doc.Settings.TransitionSettings.FullScan;
            Assert.IsTrue(fullScanInitial.IsEnabledMsMs);
            Assert.AreEqual(FullScanAcquisitionMethod.DIA, fullScanInitial.AcquisitionMethod);
            Assert.AreEqual(25, fullScanInitial.PrecursorFilter);
            AssertEx.Serializable(doc);
            var docContainer = new ResultsTestDocumentContainer(doc, docPath);

            // Import the first RAW file (or mzML for international)
            string rawPath = testFilesDir.GetTestPath("Asym_DIA_data.mzML");
            var measuredResults = new MeasuredResults(new[] { new ChromatogramSet("Single", new[] { rawPath }) });
            TransitionGroupDocNode nodeGroup;
            double ratio;

            {
                // Import with symmetric isolation window
                SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, expectedMoleculeCount, 1, 1, 2, 2);
                nodeGroup = docResults.MoleculeTransitionGroups.First();
                ratio = nodeGroup.Results[0][0].Ratio ?? 0;
                // The expected ratio is 1.0, but the symmetric isolation window should produce poor results
                if (asSmallMolecules != RefinementSettings.ConvertToSmallMoleculesMode.masses_only)  // Can't use labels without a formula
                    Assert.AreEqual(0.25, ratio, 0.05);

                // Revert to original document, and get rid of results cache
                Assert.IsTrue(docContainer.SetDocument(doc, docResults, false));
                FileEx.SafeDelete(testFilesDir.GetTestPath("Asym_DIA.skyd"));
            }

            {
                // Import with asymmetric isolation window
                SrmDocument docAsym = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fullScan =>
                    fullScan.ChangeAcquisitionMethod(fullScan.AcquisitionMethod, new IsolationScheme("Test asym", 5, 20))));
                AssertEx.Serializable(docAsym);
                Assert.IsTrue(docContainer.SetDocument(docAsym, doc, false));

                SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, expectedMoleculeCount, 1, 1, 2, 2);
                nodeGroup = docResults.MoleculeTransitionGroups.First();
                ratio = nodeGroup.Results[0][0].Ratio ?? 0;
                // Asymmetric should be a lot closer to 1.0
                if (asSmallMolecules != RefinementSettings.ConvertToSmallMoleculesMode.masses_only)  // Can't use labels without a formula
                    Assert.AreEqual(1.05, ratio, 0.05);

                // Revert to original document, and get rid of results cache
                Assert.IsTrue(docContainer.SetDocument(doc, docResults, false));
                FileEx.SafeDelete(testFilesDir.GetTestPath("Asym_DIA.skyd"));
            }

            {
                // Import with prespecified isolation windows
                var windowList = new List<IsolationWindow>
                {
                    new IsolationWindow(999.2702214, 1024.270221),
                    new IsolationWindow(1024.27267, 1049.27267)
                };
                SrmDocument docPrespecified = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fullScan =>
                    fullScan.ChangeAcquisitionMethod(fullScan.AcquisitionMethod, new IsolationScheme("Test prespecified", windowList))));
                AssertEx.Serializable(docPrespecified);
                Assert.IsTrue(docContainer.SetDocument(docPrespecified, doc, false));

                SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, expectedMoleculeCount, 1, 1, 2, 2);
                nodeGroup = docResults.MoleculeTransitionGroups.First();
                ratio = nodeGroup.Results[0][0].Ratio ?? 0;
                // Asymmetric should be a lot closer to 1.0
                if (asSmallMolecules != RefinementSettings.ConvertToSmallMoleculesMode.masses_only)  // Can't use labels without a formula
                    Assert.AreEqual(1.05, ratio, 0.05);

                // Revert to original document, and get rid of results cache
                Assert.IsTrue(docContainer.SetDocument(doc, docResults, false));
                FileEx.SafeDelete(testFilesDir.GetTestPath("Asym_DIA.skyd"));
            }

            {
                // Import with prespecified targets
                var windowList = new List<IsolationWindow>
                {
                    new IsolationWindow(999.2702214, 1024.270221, 1004.27),
                    new IsolationWindow(1024.27267, 1049.27267, 1029.27)
                };
                SrmDocument docPrespecified = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fullScan =>
                    fullScan.ChangeAcquisitionMethod(fullScan.AcquisitionMethod, new IsolationScheme("Test target", windowList))));
                AssertEx.Serializable(docPrespecified);
                Assert.IsTrue(docContainer.SetDocument(docPrespecified, doc, false));

                SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, expectedMoleculeCount, 1, 1, 2, 2);
                nodeGroup = docResults.MoleculeTransitionGroups.First();
                ratio = nodeGroup.Results[0][0].Ratio ?? 0;
                // Asymmetric should be a lot closer to 1.0
                if (asSmallMolecules != RefinementSettings.ConvertToSmallMoleculesMode.masses_only)  // Can't use labels without a formula
                    Assert.AreEqual(1.05, ratio, 0.05);

                // Revert to original document, and get rid of results cache
                Assert.IsTrue(docContainer.SetDocument(doc, docResults, false));
                FileEx.SafeDelete(testFilesDir.GetTestPath("Asym_DIA.skyd"));
            }

            {
                // Import with ambiguous prespecified targets
                var windowList = new List<IsolationWindow>
                {
                    new IsolationWindow(999.2702214, 1024.270221, 1004.27),
                    new IsolationWindow(1000.0, 1049.27267, 1004.28)
                };
                SrmDocument docAmbiguous = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fullScan =>
                    fullScan.ChangeAcquisitionMethod(fullScan.AcquisitionMethod, new IsolationScheme("Test ambiguous", windowList))));
                AssertEx.Serializable(docAmbiguous);
                Assert.IsTrue(docContainer.SetDocument(docAmbiguous, doc, false));

                try
                {
                    docContainer.ChangeMeasuredResults(measuredResults, expectedMoleculeCount, 1, 1, 2, 2);
                    Assert.Fail("Expected ambiguous isolation targets.");
                }
                catch (Exception x)
                {
                    AssertEx.AreComparableStrings(Resources.SpectrumFilter_FindFilterPairs_Two_isolation_windows_contain_targets_which_match_the_isolation_target__0__, x.Message, 1);
                }

                // Revert to original document, and get rid of results cache
                Assert.IsTrue(docContainer.SetDocument(doc, docContainer.Document, false));
                FileEx.SafeDelete(testFilesDir.GetTestPath("Asym_DIA.skyd"));
            }

            {
                // Import with one isolation window, so one result is discarded.
                var windowList = new List<IsolationWindow>
                {
                    new IsolationWindow(999.2702214, 1024.270221),
                };
                SrmDocument docOneWindow = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fullScan =>
                    fullScan.ChangeAcquisitionMethod(fullScan.AcquisitionMethod, new IsolationScheme("Test one window", windowList))));
                AssertEx.Serializable(docOneWindow);
                Assert.IsTrue(docContainer.SetDocument(docOneWindow, doc, false));

                SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, 1, 1, 0, 2, 0);
                nodeGroup = docResults.MoleculeTransitionGroups.First();
                Assert.IsNull(nodeGroup.Results[0][0].Ratio);

                // Revert to original document, and get rid of results cache
                Assert.IsTrue(docContainer.SetDocument(doc, docResults, false));
                FileEx.SafeDelete(testFilesDir.GetTestPath("Asym_DIA.skyd"));
            }

            testFilesDir.Dispose();
        }
Пример #5
0
        private void DoFullScanFilterTest(RefinementSettings.ConvertToSmallMoleculesMode asSmallMolecules,
            out List<SrmDocument> docCheckpoints, bool centroided = false)
        {
            docCheckpoints = new List<SrmDocument>();
            TestSmallMolecules = false;  // We test small molecules explicitly

            var testFilesDir = new TestFilesDir(TestContext, ZIP_FILE);
            string docPath = testFilesDir.GetTestPath("BSA_Protea_label_free_20100323_meth3_multi.sky");
            var expectedPepCount = 7;
            var expectedTransGroupCount = 7;
            var expectedTransCount = 49;
            var doc = InitFullScanDocument(docPath, 2, ref expectedPepCount, ref expectedTransGroupCount, ref expectedTransCount, asSmallMolecules);
            if (centroided && ExtensionTestContext.CanImportThermoRaw)
            {
                const double ppm20 = 20.0;
                doc = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fs =>
                    fs.ChangePrecursorResolution(FullScanMassAnalyzerType.centroided, ppm20, 0)));
            }
            var docContainer = new ResultsTestDocumentContainer(doc, docPath);

            // Import the first RAW file (or mzML for international)
            string rawPath = testFilesDir.GetTestPath("ah_20101011y_BSA_MS-MS_only_5-2" +
                ExtensionTestContext.ExtThermoRaw);
            var measuredResults = new MeasuredResults(new[]
                {new ChromatogramSet("Single", new[] {new MsDataFilePath(rawPath)})});

            SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, 3, 3, 21);

            docCheckpoints.Add(docResults);

            // Refilter allowing multiple precursors per spectrum
            SrmDocument docMulti = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(
                fs => fs.ChangeAcquisitionMethod(FullScanAcquisitionMethod.DIA, new IsolationScheme("Test", 2))));
            AssertEx.Serializable(docMulti, AssertEx.DocumentCloned);
            // Release data cache file
            Assert.IsTrue(docContainer.SetDocument(docMulti, docResults));
            // And remove it
            FileEx.SafeDelete(Path.ChangeExtension(docPath, ChromatogramCache.EXT));

            docCheckpoints.Add(docContainer.ChangeMeasuredResults(measuredResults, 6, 6, 38));

            // Import full scan Orbi-Velos data
            docPath = testFilesDir.GetTestPath("BSA_Protea_label_free_20100323_meth3_long_acc_template.sky");
            expectedPepCount = 3;
            expectedTransGroupCount = 3;
            expectedTransCount = 21;
            doc = InitFullScanDocument(docPath, 1, ref expectedPepCount, ref expectedTransGroupCount, ref expectedTransCount, asSmallMolecules);
            docCheckpoints.Add(doc);
            Assert.AreEqual(FullScanMassAnalyzerType.orbitrap, doc.Settings.TransitionSettings.FullScan.ProductMassAnalyzer);
            // Make sure saving this type of document works
            AssertEx.Serializable(doc, AssertEx.DocumentCloned);
            Assert.IsTrue(docContainer.SetDocument(doc, docContainer.Document));
            rawPath = testFilesDir.GetTestPath("ah_20101029r_BSA_CID_FT_centroid_3uscan_3" +
                ExtensionTestContext.ExtThermoRaw);
            measuredResults = new MeasuredResults(new[] { new ChromatogramSet("Accurate", new[] { rawPath }) });

            docCheckpoints.Add(docContainer.ChangeMeasuredResults(measuredResults, 3, 3, 21));

            // Import LTQ data with MS1 and MS/MS
            docPath = testFilesDir.GetTestPath("BSA_Protea_label_free_20100323_meth3_test4.sky");
            expectedPepCount = 3;
            expectedTransGroupCount = 4;
            expectedTransCount = 32;
            doc = InitFullScanDocument(docPath, 3, ref expectedPepCount, ref expectedTransGroupCount, ref expectedTransCount, asSmallMolecules);
            Assert.AreEqual(FullScanMassAnalyzerType.none, doc.Settings.TransitionSettings.FullScan.ProductMassAnalyzer);
            Assert.AreEqual(FullScanMassAnalyzerType.none, doc.Settings.TransitionSettings.FullScan.PrecursorMassAnalyzer);
            docCheckpoints.Add(doc);
            var docBoth = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fs =>
                fs.ChangeAcquisitionMethod(FullScanAcquisitionMethod.Targeted, null)
                  .ChangePrecursorResolution(FullScanMassAnalyzerType.qit, TransitionFullScan.DEFAULT_RES_QIT, null)));
            docCheckpoints.Add(docBoth);
            AssertEx.Serializable(docBoth, AssertEx.DocumentCloned);
            Assert.IsTrue(docContainer.SetDocument(docBoth, docContainer.Document));

            string dataPath = testFilesDir.GetTestPath("klc_20100329v_Protea_Peptide_Curve_200fmol_uL_tech1.mzML");
            var listResults = new List<ChromatogramSet>
                                  {
                                      new ChromatogramSet("MS1 and MS/MS", new[] { dataPath }),
                                  };
            measuredResults = new MeasuredResults(listResults.ToArray());

            docCheckpoints.Add(docContainer.ChangeMeasuredResults(measuredResults, expectedPepCount, expectedTransGroupCount, expectedTransCount-6));
            // The mzML was filtered for the m/z range 410 to 910.
            foreach (var nodeTran in docContainer.Document.PeptideTransitions)
            {
                Assert.IsTrue(nodeTran.HasResults);
                Assert.IsNotNull(nodeTran.Results[0]);
                if (410 > nodeTran.Mz || nodeTran.Mz > 910)
                    Assert.IsTrue(nodeTran.Results[0][0].IsEmpty);
                else
                    Assert.IsFalse(nodeTran.Results[0][0].IsEmpty);
            }

            // Import LTQ data with MS1 and MS/MS using multiple files for a single replicate
            listResults.Add(new ChromatogramSet("Multi-file", new[]
                                                                  {
                                                                      testFilesDir.GetTestPath("both_DRV.mzML"),
                                                                      testFilesDir.GetTestPath("both_KVP.mzML"),
                                                                  }));
            measuredResults = new MeasuredResults(listResults.ToArray());
            docCheckpoints.Add(docContainer.ChangeMeasuredResults(measuredResults, expectedPepCount - 1, expectedTransGroupCount-1, expectedTransCount-6));
            int indexResults = listResults.Count - 1;
            foreach (var nodeTran in docContainer.Document.PeptideTransitions)
            {
                Assert.IsTrue(nodeTran.HasResults);
                Assert.AreEqual(listResults.Count, nodeTran.Results.Count);
                var peptide = nodeTran.Transition.Group.Peptide;
                // DRV without FASTA sequence should not have data for non-precursor transitions
                if (!peptide.Sequence.StartsWith("DRV") || !peptide.Begin.HasValue)
                {
                    Assert.IsNotNull(nodeTran.Results[indexResults]);
                    Assert.IsFalse(nodeTran.Results[indexResults][0].IsEmpty);
                }
                else if (nodeTran.Transition.IonType != IonType.precursor)
                    Assert.IsNull(nodeTran.Results[indexResults]);
                else
                {
                    // Random, bogus peaks chosen in both files
                    Assert.IsNotNull(nodeTran.Results[indexResults]);
                    Assert.AreEqual(2, nodeTran.Results[indexResults].Count);
                    Assert.IsFalse(nodeTran.Results[indexResults][0].IsEmpty);
                    Assert.IsFalse(nodeTran.Results[indexResults][1].IsEmpty);
                }
            }

            if (asSmallMolecules == RefinementSettings.ConvertToSmallMoleculesMode.masses_only)
                return; // Can't work with isotope distributions when we don't have ion formulas

            // Verify handling of bad request for vendor centroided data - out-of-range PPM
            docPath = testFilesDir.GetTestPath("Yeast_HI3 Peptides_test.sky");
            expectedPepCount = 2;
            expectedTransGroupCount = 2;
            expectedTransCount = 2;
            doc = InitFullScanDocument(docPath, 2, ref expectedPepCount, ref expectedTransGroupCount, ref expectedTransCount, asSmallMolecules);
            Assert.AreEqual(FullScanMassAnalyzerType.none, doc.Settings.TransitionSettings.FullScan.ProductMassAnalyzer);
            Assert.AreEqual(FullScanMassAnalyzerType.none, doc.Settings.TransitionSettings.FullScan.PrecursorMassAnalyzer);
            var docBad = doc;
            AssertEx.ThrowsException<InvalidDataException>(() =>
              docBad.ChangeSettings(docBad.Settings.ChangeTransitionFullScan(fs =>
                fs.ChangePrecursorIsotopes(FullScanPrecursorIsotopes.Count, 1, IsotopeEnrichments.DEFAULT)
                  .ChangePrecursorResolution(FullScanMassAnalyzerType.centroided, 50 * 1000, 400))),
                  string.Format(Resources.TransitionFullScan_ValidateRes_Mass_accuracy_must_be_between__0__and__1__for_centroided_data_,
                     TransitionFullScan.MIN_CENTROID_PPM,TransitionFullScan.MAX_CENTROID_PPM));

            // Verify relationship between PPM and resolving power
            const double ppm = 20.0;  // Should yield same filter width as resolving power 50,000 in TOF
            var docNoCentroid = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fs =>
                fs.ChangePrecursorIsotopes(FullScanPrecursorIsotopes.Count, 1, IsotopeEnrichments.DEFAULT)
                  .ChangePrecursorResolution(FullScanMassAnalyzerType.centroided, ppm, 0)));
            AssertEx.Serializable(docNoCentroid, AssertEx.DocumentCloned);
            Assert.IsTrue(docContainer.SetDocument(docNoCentroid, docContainer.Document));
            const double mzTest = 400.0;
            var filterWidth = docNoCentroid.Settings.TransitionSettings.FullScan.GetPrecursorFilterWindow(mzTest);
            Assert.AreEqual(mzTest * 2.0 * ppm * 1E-6, filterWidth);

            // Verify handling of bad request for vendor centroided data - ask for centroiding in mzML
            const string fileName = "S_2_LVN.mzML";
            var filePath = testFilesDir.GetTestPath(fileName);
            AssertEx.ThrowsException<AssertFailedException>(() =>
                {
                listResults = new List<ChromatogramSet> { new ChromatogramSet("rep1", new[] {new MsDataFilePath(filePath, null, true)}), };
                docContainer.ChangeMeasuredResults(new MeasuredResults(listResults.ToArray()), 1, 1, 1);
                },
                string.Format(Resources.NoCentroidedDataException_NoCentroidedDataException_No_centroided_data_available_for_file___0_____Adjust_your_Full_Scan_settings_, fileName));

            // Import FT data with only MS1
            docPath = testFilesDir.GetTestPath("Yeast_HI3 Peptides_test.sky");
            expectedPepCount = 2;
            expectedTransGroupCount = 2;
            expectedTransCount = 2;
            doc = InitFullScanDocument(docPath, 2, ref expectedPepCount, ref expectedTransGroupCount, ref expectedTransCount, asSmallMolecules);
            Assert.AreEqual(FullScanMassAnalyzerType.none, doc.Settings.TransitionSettings.FullScan.ProductMassAnalyzer);
            Assert.AreEqual(FullScanMassAnalyzerType.none, doc.Settings.TransitionSettings.FullScan.PrecursorMassAnalyzer);
            var docMs1 = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fs =>
                fs.ChangePrecursorIsotopes(FullScanPrecursorIsotopes.Count, 1, IsotopeEnrichments.DEFAULT)
                  .ChangePrecursorResolution(FullScanMassAnalyzerType.tof, 50 * 1000, null)));
            Assert.AreEqual(filterWidth, docMs1.Settings.TransitionSettings.FullScan.GetPrecursorFilterWindow(mzTest));
            docMs1 = doc.ChangeSettings(doc.Settings.ChangeTransitionFullScan(fs =>
                fs.ChangePrecursorIsotopes(FullScanPrecursorIsotopes.Count, 1, IsotopeEnrichments.DEFAULT)
                  .ChangePrecursorResolution(FullScanMassAnalyzerType.ft_icr, 50 * 1000, mzTest)));
            AssertEx.Serializable(docMs1, AssertEx.DocumentCloned);
            Assert.IsTrue(docContainer.SetDocument(docMs1, docContainer.Document));
            const string rep1 = "rep1";
            listResults = new List<ChromatogramSet>
                                  {
                                      new ChromatogramSet(rep1, new[] {filePath}),
                                  };
            measuredResults = new MeasuredResults(listResults.ToArray());
            docCheckpoints.Add(docContainer.ChangeMeasuredResults(measuredResults, 1, 1, 1));
            // Because of the way the mzML files were filtered, all of the LVN peaks should be present
            // in the first replicate, and all of the NVN peaks should be present in the other.
            foreach (var nodeTranGroup in docContainer.Document.MoleculeTransitionGroups)
            {
                foreach (var docNode in nodeTranGroup.Children)
                {
                    var nodeTran = (TransitionDocNode) docNode;
                    Assert.IsTrue(nodeTran.HasResults);
                    Assert.AreEqual(1, nodeTran.Results.Count);
                    if ((nodeTran.Transition.Group.Peptide.IsCustomIon
                        ? nodeTranGroup.CustomIon.Name
                        : nodeTran.Transition.Group.Peptide.Sequence).StartsWith("LVN"))
                        Assert.IsFalse(nodeTran.Results[0][0].IsEmpty);
                    else
                        Assert.IsTrue(nodeTran.Results[0][0].IsEmpty);
                }
            }
            const string rep2 = "rep2";
            listResults.Add(new ChromatogramSet(rep2, new[] {testFilesDir.GetTestPath("S_2_NVN.mzML")}));
            measuredResults = new MeasuredResults(listResults.ToArray());
            docCheckpoints.Add(docContainer.ChangeMeasuredResults(measuredResults, 1, 1, 1));
            // Because of the way the mzML files were filtered, all of the LVN peaks should be present
            // in the first replicate, and all of the NVN peaks should be present in the other.
            foreach (var nodeTranGroup in docContainer.Document.MoleculeTransitionGroups)
            {
                foreach (var docNode in nodeTranGroup.Children)
                {
                    var nodeTran = (TransitionDocNode) docNode;
                    Assert.IsTrue(nodeTran.HasResults);
                    Assert.AreEqual(2, nodeTran.Results.Count);
                    if ((nodeTran.Transition.Group.Peptide.IsCustomIon
                        ? nodeTranGroup.CustomIon.Name
                        : nodeTran.Transition.Group.Peptide.Sequence).StartsWith("LVN"))
                        Assert.IsTrue(nodeTran.Results[1][0].IsEmpty);
                    else
                        Assert.IsFalse(nodeTran.Results[1][0].IsEmpty);
                }
            }

            // Chromatograms should be present in the cache for a number of isotopes.
            var docMs1Isotopes = docContainer.Document.ChangeSettings(doc.Settings
                .ChangeTransitionFullScan(fs => fs.ChangePrecursorIsotopes(FullScanPrecursorIsotopes.Count,
                                                                           3, IsotopeEnrichments.DEFAULT))
                .ChangeTransitionFilter(filter => filter.ChangeIonTypes(new[] {IonType.precursor})));
            docCheckpoints.Add(docMs1Isotopes);
            AssertEx.IsDocumentState(docMs1Isotopes, null, 2, 2, 2 );   // Need to reset auto-manage for transitions
            var refineAutoSelect = new RefinementSettings { AutoPickChildrenAll = PickLevel.transitions };
            docMs1Isotopes = refineAutoSelect.Refine(docMs1Isotopes);
            AssertEx.IsDocumentState(docMs1Isotopes, null, 2, 2, 6);
            AssertResult.IsDocumentResultsState(docMs1Isotopes, rep1, 1, 1, 0, 3, 0);
            AssertResult.IsDocumentResultsState(docMs1Isotopes, rep2, 1, 1, 0, 3, 0);
            docCheckpoints.Add(docMs1Isotopes);

            // Add M-1 transitions, and verify that they have chromatogram data also, but
            // empty peaks in all cases
            var docMs1All = docMs1Isotopes.ChangeSettings(docMs1Isotopes.Settings
                .ChangeTransitionFullScan(fs => fs.ChangePrecursorIsotopes(FullScanPrecursorIsotopes.Percent,
                                                                           0, IsotopeEnrichments.DEFAULT))
                .ChangeTransitionIntegration(i => i.ChangeIntegrateAll(false)));    // For compatibility with v2.5 and earlier
            docCheckpoints.Add(docMs1All);
            AssertEx.IsDocumentState(docMs1All, null, 2, 2, 10);
            AssertResult.IsDocumentResultsState(docMs1All, rep1, 1, 1, 0, 4, 0);
            AssertResult.IsDocumentResultsState(docMs1All, rep2, 1, 1, 0, 4, 0);
            var ms1AllTranstions = docMs1All.MoleculeTransitions.ToArray();
            var tranM1 = ms1AllTranstions[0];
            Assert.AreEqual(-1, tranM1.Transition.MassIndex);
            Assert.IsTrue(tranM1.Results[0] != null && tranM1.Results[1] != null);
            Assert.IsTrue(tranM1.Results[0][0].IsEmpty && tranM1.Results[1][0].IsEmpty);
            tranM1 = ms1AllTranstions[5];
            Assert.AreEqual(-1, tranM1.Transition.MassIndex);
            Assert.IsTrue(tranM1.Results[0] != null && tranM1.Results[1] != null);
            Assert.IsTrue(tranM1.Results[0][0].IsEmpty && tranM1.Results[1][0].IsEmpty);
        }
        public void TestNoiseTimeLimit()
        {
            var testFilesDir = new TestFilesDir(TestContext, ZIP_FILE);
            string docPath = testFilesDir.GetTestPath("BSA_Protea_label_free_20100323_meth3_multi.sky");
            SrmDocument doc = ResultsUtil.DeserializeDocument(docPath);
            var docContainer = new ResultsTestDocumentContainer(doc, docPath);

            // Import the first RAW file (or mzML for international)
            string rawPath = testFilesDir.GetTestPath("ah_20101011y_BSA_MS-MS_only_5-2" +
                                                      ExtensionTestContext.ExtThermoRaw);
            var measuredResults = new MeasuredResults(new[] {new ChromatogramSet("Single", new[] {rawPath})});

            SrmDocument docResults = docContainer.ChangeMeasuredResults(measuredResults, 3, 3, 21);
            var tolerance = (float) docResults.Settings.TransitionSettings.Instrument.MzMatchTolerance;

            ChromCacheMinimizer.Settings settings = new ChromCacheMinimizer.Settings()
                .SetDiscardUnmatchedChromatograms(false)
                .SetNoiseTimeRange(1.0);
            string minimized1Path = testFilesDir.GetTestPath("NoiseTimeLimited1.sky");
            string minimized2Path = testFilesDir.GetTestPath("NoiseTimeLimited2.sky");
            ResultsTestDocumentContainer docContainerMinimized1Min = MinimizeCacheFile(docResults,
                                                                                       settings.SetNoiseTimeRange(1.0),
                                                                                       minimized1Path);
            ResultsTestDocumentContainer docContainerMinimized2Min = MinimizeCacheFile(docResults,
                                                                                       settings.SetNoiseTimeRange(2.0),
                                                                                       minimized2Path);
            SrmDocument docMinimized1Min = docContainerMinimized1Min.Document;
            SrmDocument docMinimized2Min = docContainerMinimized2Min.Document;
            ChromatogramSet chromSet1Min = docMinimized1Min.Settings.MeasuredResults.Chromatograms[0];
            ChromatogramSet chromSet2Min = docMinimized2Min.Settings.MeasuredResults.Chromatograms[0];
            ChromatogramSet chromSetOriginal = docResults.Settings.MeasuredResults.Chromatograms[0];
            foreach (var pair in docResults.PeptidePrecursorPairs)
            {
                ChromatogramGroupInfo[] chromGroupsOriginal;
                ChromatogramGroupInfo[] chromGroups1;
                ChromatogramGroupInfo[] chromGroups2;

                docMinimized1Min.Settings.MeasuredResults.TryLoadChromatogram(chromSet1Min,
                    pair.NodePep, pair.NodeGroup, tolerance, true, out chromGroups1);
                docMinimized2Min.Settings.MeasuredResults.TryLoadChromatogram(chromSet2Min,
                    pair.NodePep, pair.NodeGroup, tolerance, true, out chromGroups2);
                docResults.Settings.MeasuredResults.TryLoadChromatogram(chromSetOriginal,
                    pair.NodePep, pair.NodeGroup, tolerance, true, out chromGroupsOriginal);
                Assert.AreEqual(chromGroups1.Length, chromGroups2.Length);
                Assert.AreEqual(chromGroups1.Length, chromGroupsOriginal.Length);
                for (int iChromGroup = 0; iChromGroup < chromGroups1.Length; iChromGroup++)
                {
                    ChromatogramGroupInfo chromGroup1 = chromGroups1[iChromGroup];
                    ChromatogramGroupInfo chromGroup2 = chromGroups2[iChromGroup];
                    ChromatogramGroupInfo chromGroupOriginal = chromGroupsOriginal[iChromGroup];
                    var times = new[]
                                    {
                                        chromGroupOriginal.Times[0],
                                        chromGroup2.Times[0],
                                        chromGroup1.Times[0],
                                        chromGroup1.Times[chromGroup1.Times.Length - 1],
                                        chromGroup2.Times[chromGroup2.Times.Length - 1],
                                        chromGroupOriginal.Times[chromGroupOriginal.Times.Length - 1]
                                    };
                    // The two minute window around the peak might overlap with either the start or end of the original chromatogram,
                    // but will never overlap with both.
                    Assert.IsTrue(chromGroup2.Times[0] > chromGroupOriginal.Times[0]
                                  ||
                                  chromGroup2.Times[chromGroup2.Times.Length - 1] <
                                  chromGroupOriginal.Times[chromGroupOriginal.Times.Length - 1]);
                    // If the two minute window does not overlap with the start/end of the original chromatogram, then the difference
                    // in time between the one minute window and the two minute window will be approximately 1 minute.
                    if (chromGroup2.Times[0] > chromGroupOriginal.Times[0])
                    {
                        Assert.AreEqual(chromGroup2.Times[0], chromGroup1.Times[0] - 1, .1);
                    }
                    if (chromGroup2.Times[chromGroup2.Times.Length - 1] <
                        chromGroupOriginal.Times[chromGroupOriginal.Times.Length - 1])
                    {
                        Assert.AreEqual(chromGroup2.Times[chromGroup2.Times.Length - 1],
                                        chromGroup1.Times[chromGroup1.Times.Length - 1] + 1, .1);
                    }
                    float[] timesSorted = times.ToArray();
                    Array.Sort(timesSorted);
                    CollectionAssert.AreEqual(times, timesSorted);
                }
            }
            docContainer.Release();
            docContainerMinimized1Min.Release();
            docContainerMinimized2Min.Release();
        }