public bool BuildLibrary(IProgressMonitor progress)
{
RetentionTimeRegression regr = null;
var standardSpectra = new List <SpectrumMzInfo>();
if (IrtStandard != null && !ReferenceEquals(IrtStandard, IrtStandard.EMPTY))
{
// Align Prosit iRTs with iRT standard
var standardPeptidesToAdd = SkylineWindow.ReadStandardPeptides(IrtStandard);
if (standardPeptidesToAdd != null && standardPeptidesToAdd.Count > 0)
{
// Get iRTs
var standardIRTMap = _rtModel.Predict(_prositClient, _document.Settings,
standardPeptidesToAdd.Select(p => (PrositRetentionTimeModel.PeptideDocNodeWrapper)p.NodePep).ToArray(),
CancellationToken.None);
var original = standardIRTMap.ToDictionary(p => p.Key.ModifiedTarget, p => p.Value);
var target = IrtStandard.Peptides.ToDictionary(p => p.ModifiedTarget, p => p.Irt);
var aligned = AlignedRetentionTimes.AlignLibraryRetentionTimes(target, original, 0.0, RegressionMethodRT.linear,
CancellationToken.None);
regr = aligned.Regression;
// Get spectra
var standardMS = _intensityModel.PredictBatches(_prositClient, progress, _document.Settings,
standardPeptidesToAdd.Select(p => p.WithNCE(_nce)).ToArray(),
CancellationToken.None);
// Merge iRT and MS2 into SpecMzInfos
standardSpectra = standardMS.Spectra.Select(m => m.SpecMzInfo).ToList();
for (var i = 0; i < standardSpectra.Count; ++i)
{
if (standardIRTMap.TryGetValue(standardMS.Spectra[i].PeptidePrecursorNCE.NodePep, out var iRT))
{
standardSpectra[i].RetentionTime = iRT;
}
}
}
}
// Predict fragment intensities
PrositMS2Spectra ms = _intensityModel.PredictBatches(_prositClient, progress, _document.Settings,
_peptides.Zip(_precursors,
(pep, prec) =>
new PrositIntensityModel.PeptidePrecursorNCE(pep, prec, _nce)).ToArray(),
CancellationToken.None);
var specMzInfo = ms.Spectra.Select(m => m.SpecMzInfo).ToList();
// Predict iRTs for peptides
var distinctPeps = _peptides.Select(p => (PrositRetentionTimeModel.PeptideDocNodeWrapper)p).Distinct(
new SystemLinqExtensionMethods.FuncEqualityComparer <PrositRetentionTimeModel.PeptideDocNodeWrapper>(
(p1, p2) => p1.Node.ModifiedSequence == p2.Node.ModifiedSequence)).ToArray();
var iRTMap = _rtModel.PredictBatches(_prositClient, progress, _document.Settings,
distinctPeps, CancellationToken.None);
for (var i = 0; i < specMzInfo.Count; ++i)
{
if (iRTMap.TryGetValue(ms.Spectra[i].PeptidePrecursorNCE.NodePep, out var iRT))
{
specMzInfo[i].RetentionTime = regr?.Conversion?.GetY(iRT) ?? iRT;
}
}
// Build library
var librarySpectra = SpectrumMzInfo.RemoveDuplicateSpectra(standardSpectra.Concat(specMzInfo).ToList());
// Delete if already exists, no merging with Prosit
var libraryExists = File.Exists(LibrarySpec.FilePath);
if (libraryExists)
{
var replace = _replaceLibrary();
if (!replace)
{
return(false);
}
FileEx.SafeDelete(LibrarySpec.FilePath);
}
if (!librarySpectra.Any())
{
return(true);
}
// Build the library
using (var blibDb = BlibDb.CreateBlibDb(LibrarySpec.FilePath))
{
var docLibrarySpec = new BiblioSpecLiteSpec(LibrarySpec.Name, LibrarySpec.FilePath);
BiblioSpecLiteLibrary docLibraryNew = null;
var docLibrarySpec2 = docLibrarySpec;
docLibraryNew =
blibDb.CreateLibraryFromSpectra(docLibrarySpec2, librarySpectra, LibrarySpec.Name, progress);
if (docLibraryNew == null)
{
return(false);
}
}
return(true);
}
private bool BuildLibraryOrThrow(IProgressMonitor progress, ref IProgressStatus progressStatus)
{
progressStatus = progressStatus.ChangeSegments(0, 5);
var standardSpectra = new List <SpectrumMzInfo>();
// First get predictions for iRT standards specified by the user which may or may not be in the document
if (IrtStandard != null && !ReferenceEquals(IrtStandard, IrtStandard.EMPTY) && !ReferenceEquals(IrtStandard, IrtStandard.AUTO))
{
var standardPeptidesToAdd = ReadStandardPeptides(IrtStandard);
if (standardPeptidesToAdd != null && standardPeptidesToAdd.Count > 0)
{
// Get iRTs
var standardIRTMap = _rtModel.Predict(_prositClient, _document.Settings,
standardPeptidesToAdd.Select(p => (PrositRetentionTimeModel.PeptideDocNodeWrapper)p.NodePep).ToArray(),
CancellationToken.None);
// Get spectra
var standardMS = _intensityModel.PredictBatches(_prositClient, progress, ref progressStatus, _document.Settings,
standardPeptidesToAdd.Select(p => p.WithNCE(_nce)).ToArray(),
CancellationToken.None);
// Merge iRT and MS2 into SpecMzInfos
standardSpectra = standardMS.Spectra.Select(m => m.SpecMzInfo).ToList();
for (var i = 0; i < standardSpectra.Count; ++i)
{
if (standardIRTMap.TryGetValue(standardMS.Spectra[i].PeptidePrecursorNCE.NodePep, out var iRT))
{
standardSpectra[i].RetentionTime = iRT;
}
}
}
}
progressStatus = progressStatus.NextSegment();
// Predict fragment intensities
PrositMS2Spectra ms = _intensityModel.PredictBatches(_prositClient, progress, ref progressStatus, _document.Settings,
_peptides.Zip(_precursors,
(pep, prec) =>
new PrositIntensityModel.PeptidePrecursorNCE(pep, prec, IsotopeLabelType.light, _nce)).ToArray(),
CancellationToken.None);
progressStatus = progressStatus.NextSegment();
var specMzInfo = ms.Spectra.Select(m => m.SpecMzInfo).ToList();
// Predict iRTs for peptides
var distinctModifiedSequences = new HashSet <string>();
var distinctPeps = new List <PrositRetentionTimeModel.PeptideDocNodeWrapper>();
foreach (var p in _peptides)
{
if (distinctModifiedSequences.Add(p.ModifiedSequence))
{
distinctPeps.Add(new PrositRetentionTimeModel.PeptideDocNodeWrapper(p));
}
}
var iRTMap = _rtModel.PredictBatches(_prositClient, progress, ref progressStatus, _document.Settings,
distinctPeps, CancellationToken.None);
progressStatus = progressStatus.NextSegment();
for (var i = 0; i < specMzInfo.Count; ++i)
{
if (iRTMap.TryGetValue(ms.Spectra[i].PeptidePrecursorNCE.NodePep, out var iRT))
{
specMzInfo[i].RetentionTime = iRT;
}
}
// Build library
var librarySpectra = SpectrumMzInfo.RemoveDuplicateSpectra(standardSpectra.Concat(specMzInfo).ToList());
// Delete if already exists, no merging with Prosit
var libraryExists = File.Exists(LibrarySpec.FilePath);
if (libraryExists)
{
var replace = _replaceLibrary();
if (!replace)
{
return(false);
}
FileEx.SafeDelete(LibrarySpec.FilePath);
}
if (!librarySpectra.Any())
{
return(true);
}
progressStatus = progressStatus.NextSegment().ChangeMessage(Resources.SkylineWindow_SaveDocument_Saving___);
// Build the library
using (var blibDb = BlibDb.CreateBlibDb(LibrarySpec.FilePath))
{
var docLibrarySpec = new BiblioSpecLiteSpec(LibrarySpec.Name, LibrarySpec.FilePath);
BiblioSpecLiteLibrary docLibraryNew = null;
var docLibrarySpec2 = docLibrarySpec;
docLibraryNew =
blibDb.CreateLibraryFromSpectra(docLibrarySpec2, librarySpectra, LibrarySpec.Name, progress, ref progressStatus);
if (docLibraryNew == null)
{
return(false);
}
}
return(true);
}