public void VcfNeighborhood()
{
var nbhd = new VcfNeighborhood(0, "chr1", new VariantSite(123), new VariantSite(124));
Assert.Equal("NbhdNum0_chr1_123", nbhd.Id);
Assert.Equal("chr1", nbhd.ReferenceName);
}
private void ProcessNewNeighborhood(VariantSite lastVariantSite, VariantSite currentVariantSite, string referenceStringBetweenVariants)
{
var newNeighborhood = new VcfNeighborhood(_variantCallingParams, currentVariantSite.ReferenceName,
lastVariantSite, currentVariantSite, referenceStringBetweenVariants);
_neighborhoods.Add(newNeighborhood);
}
private void ExecuteGroupingTest(List <Read> reads, List <int> expectedGroupMemberships, IEnumerable <Tuple <int, string, string> > variants)
{
var variantSites = new List <VariantSite>();
foreach (var variant in variants)
{
variantSites.Add(new VariantSite(variant.Item1)
{
VcfReferenceAllele = variant.Item2, VcfAlternateAllele = variant.Item3
});
}
var alignmentExtractor = new MockAlignmentExtractor(reads);
var veadSource = new VeadGroupSource(alignmentExtractor, new BamFilterParameters()
{
MinimumMapQuality = 20
}, false, "");
var vcfNeighborhood = new VcfNeighborhood(new VariantCallingParameters(), "chr1", new VariantSite(120), new VariantSite(121), "T")
{
VcfVariantSites = variantSites
};
vcfNeighborhood.SetRangeOfInterest();
var veadGroups = veadSource.GetVeadGroups(vcfNeighborhood).ToList();
Assert.Equal(expectedGroupMemberships.Count, veadGroups.Count());
for (var i = 0; i < veadGroups.Count(); i++)
{
Assert.Equal(expectedGroupMemberships[i], veadGroups[i].NumVeads);
}
}
private void ProcessNeighborhood(VcfNeighborhood neighborhood, NeighborhoodClusterer clusterer, IEnumerable <VeadGroup> collapsedReads)
{
Logger.WriteToLog("Processing Neighborhood {0}.", neighborhood.Id);
try
{
var clusters = clusterer.ClusterVeadGroups(collapsedReads.ToList());
if (clusters != null)
{
Logger.WriteToLog("Found " + clusters.Clusters.Length + " clusters in Nbhd " + neighborhood.Id);
//tjd+
//Commenting out for speed. We currently never use these results
//neighborhood.PhasingProbabiltiies =
// VariantPhaser.GetPhasingProbabilities(neighborhood.VcfVariantSites, clusters);
//tjd-
}
bool crushNbhdVariantsToSamePositon = !_factory.Options.VcfWritingParams.AllowMultipleVcfLinesPerLoci;
neighborhood.AddMnvsFromClusters(clusters.Clusters,
_factory.Options.BamFilterParams.MinimumBaseCallQuality, _factory.Options.VariantCallingParams.MaximumVariantQScore,
crushNbhdVariantsToSamePositon);
neighborhood.SetGenotypesAndPruneExcessAlleles();
}
catch (Exception ex)
{
Logger.WriteToLog("Error processing neighborhood {0}", neighborhood.Id);
Logger.WriteExceptionToLog(ex);
}
}
public void VcfNeighborhood()
{
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(123), new VariantSite(124), "A");
Assert.Equal("NbhdNum0_chr1_123", nbhd.Id);
Assert.Equal("chr1", nbhd.ReferenceName);
}
private bool ShouldSkipRead(Read read, VcfNeighborhood neighborhood)
{
if (_options.RemoveDuplicates)
{
if (read.IsPcrDuplicate)
{
return(true);
}
}
if (_options.OnlyUseProperPairs)
{
if (!read.IsProperPair)
{
return(true);
}
}
if (read.MapQuality < _options.MinimumMapQuality)
{
return(true);
}
if (read.EndPosition < neighborhood.VcfVariantSites.First().VcfReferencePosition)
{
return(true);
}
return(false);
}
public void GetOriginalVcfIndexes()
{
var originalVar1 = new Pisces.Domain.Models.Alleles.CalledAllele()
{
ReferencePosition = 1
};
var originalVar10 = new Pisces.Domain.Models.Alleles.CalledAllele()
{
ReferencePosition = 10
};
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(123)
{
OriginalAlleleFromVcf = originalVar1
}
, new VariantSite(123)
{
OriginalAlleleFromVcf = originalVar10
}, "T");
var originalVcfIndexes = nbhd.GetOriginalVcfVariants();
Assert.Equal(2, originalVcfIndexes.Count);
Assert.Equal(1, originalVcfIndexes[0].ReferencePosition);
Assert.Equal(10, originalVcfIndexes[1].ReferencePosition);
}
public void GetOriginalVcfIndexes()
{
var originalVar1 = new CalledAllele()
{
ReferencePosition = 1
};
var originalVar10 = new CalledAllele()
{
ReferencePosition = 10
};
var nbhd = new VcfNeighborhood(0, "chr1", new VariantSite(123)
{
OriginalAlleleFromVcf = originalVar1
}
, new VariantSite(123)
{
OriginalAlleleFromVcf = originalVar10
});
var originalVcfIndexes = new CallableNeighborhood(nbhd, new VariantCallingParameters()).GetOriginalVcfVariants();
Assert.Equal(2, originalVcfIndexes.Count);
Assert.Equal(1, originalVcfIndexes[0].ReferencePosition);
Assert.Equal(10, originalVcfIndexes[1].ReferencePosition);
}
public void CallThroughAnEmptyNbhd()
{
var originalVcfVariant = TestHelper.CreateDummyAllele("chr1", 123, "A", "T", 1000, 156);
var originalVcfVariant2 = TestHelper.CreateDummyAllele("chr1", 124, "A", "T", 1000, 156);
var vs1 = new VariantSite(originalVcfVariant);
var vs2 = new VariantSite(originalVcfVariant2);
var caller = new VariantCaller(new VariantCallingParameters(), new BamFilterParameters());
//since there is an alt at position 124 ( a call of 156 alt / 1000 total, that means 844 original ref calls.
//Of which we said, 100 will get sucked up. So that leaves 744 / 1000 calls for a reference.
//So, we can still make a confident ref call. (we will call it 0/., since we know its not a homozygous ref)
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", vs1, vs2, "");
nbhd.SetRangeOfInterest();
caller.CallMNVs(nbhd);
caller.CallRefs(nbhd);
var acceptedMNVs = nbhd.CalledVariants;
var acceptedRefs = nbhd.CalledRefs;
Assert.Equal(0, acceptedMNVs.Count);
Assert.Equal(2, acceptedRefs.Count);
Assert.Equal(Genotype.RefAndNoCall, acceptedRefs[123].Genotype);
Assert.Equal(Genotype.RefAndNoCall, acceptedRefs[124].Genotype);
Assert.Equal(123, acceptedRefs[123].ReferencePosition);
Assert.Equal(124, acceptedRefs[124].ReferencePosition);
}
public void SupplementSupportWithClippedReads()
{
// In this test we create reads that are either normal or clipped (identified by "clip_" in their name)
// This test does not take cigar data into account.
var mockClippedReadComparator = new Mock <IMNVClippedReadComparator>();
// Mock read comparator returns true if read name starts with c
mockClippedReadComparator.Setup(x => x.DoesClippedReadSupportMNV(It.IsAny <Read>(), It.IsAny <CalledAllele>()))
.Returns((Read read, CalledAllele allele) => read.Name[0] == 'c' ? true : false);
var reads = new List <Read>();
reads.Add(CreateRead("chr1", "ACGT", 3, "read4"));
reads.Add(CreateRead("chr1", "ACGT", 3, "clip_read4", matePosition: 3)); // +1 not in neighborhood, but still gets counted because mocked ClippedReadComparator
reads.Add(CreateRead("chr1", "ACGT", 12, "read1", matePosition: 10));
reads.Add(CreateRead("chr1", "ACGT", 12, "read2", matePosition: 10));
reads.Add(CreateRead("chr1", "ACGT", 12, "read1", read2: true, matePosition: 10));
reads.Add(CreateRead("chr1", "ACGT", 12, "read_notmapped", isMapped: false, isProperPair: false, matePosition: 10));
reads.Add(CreateRead("chr1", "ACGT", 12, "read3", isProperPair: false, read2: true, matePosition: 10));
reads.Add(CreateRead("chr1", "ACGT", 12, "read2", read2: true, matePosition: 10));
reads.Add(CreateRead("chr1", "ACGT", 12, "clip_read1", matePosition: 10)); // +1 clipped read
reads.Add(CreateRead("chr1", "ACGT", 12, "clip_read2", matePosition: 10)); // +1 clipped read
reads.Add(CreateRead("chr1", "ACGT", 12, "clip_read1", read2: true, matePosition: 10)); // +1 clipped read
reads.Add(CreateRead("chr1", "ACGT", 12, "clip_read_notmapped", isMapped: false, isProperPair: false, matePosition: 10)); // +1 clipped read
reads.Add(CreateRead("chr1", "ACGT", 12, "clip_read3", isProperPair: false, read2: true, matePosition: 10)); // +1 clipped read
reads.Add(CreateRead("chr1", "ACGT", 12, "clip_read2", read2: true, matePosition: 10)); // +1 clipped read
reads.Add(CreateRead("chr1", "ACGT", 30, "read5"));
reads.Add(CreateRead("chr1", "ACGT", 30, "clip_read5", matePosition: 30)); // not in neighborhood, not counted
var mockAlignmentExtractor = new MockAlignmentExtractor(reads);
int qNoiseLevel = 20;
int maxQscore = 100;
int minMNVsize = 6;
MNVSoftClipSupportFinder mnvClippedSupportFinder = new MNVSoftClipSupportFinder(mockAlignmentExtractor, mockClippedReadComparator.Object, qNoiseLevel, maxQscore, minMNVsize);
var mnv1 = TestHelper.CreateDummyAllele("chr1", 10, "AAAAAA", "CCC", 2000, 50);
var neighbor1 = new VcfNeighborhood(0, "chr", new VariantSite(10000), new VariantSite(200000))
{
VcfVariantSites = new List <VariantSite>
{
new VariantSite(10)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "C", ReferenceName = "chr"
},
new VariantSite(25)
{
VcfReferenceAllele = "T", VcfAlternateAllele = "G", ReferenceName = "chr"
},
},
};
var callableNbhd = new CallableNeighborhood(neighbor1, new VariantCallingParameters(), null);
callableNbhd.AddAcceptedPhasedVariant(mnv1);
Assert.Equal(50, callableNbhd.CandidateVariants[0].AlleleSupport);
mnvClippedSupportFinder.SupplementSupportWithClippedReads(callableNbhd);
Assert.Equal(57, callableNbhd.CandidateVariants[0].AlleleSupport);
}
private void MakeAHangingNeighborhood(VariantSite lastVariantSite, VariantSite currentVariantSite, int numNbhdsSoFar)
{
//buffer this for our next call to "GetBatchOfNeighborhoods" .
var newNeighborhood = new VcfNeighborhood(numNbhdsSoFar + _maxNumNbhdsInBatch, currentVariantSite.ReferenceName,
lastVariantSite, currentVariantSite);
_unfinshedNeighborhoods.Add(newNeighborhood);
}
private void AddNewNeighborhoodToBatch(VariantSite lastVariantSite, VariantSite currentVariantSite, int numNbhdsSoFar)
{
int numNbhdInBatchSoFar = _nextBatchOfVcfNeighborhoods.Count;
var newNeighborhood = new VcfNeighborhood(numNbhdsSoFar + numNbhdInBatchSoFar, currentVariantSite.ReferenceName,
lastVariantSite, currentVariantSite);
_nextBatchOfVcfNeighborhoods.Add(newNeighborhood);
}
private void AddNewNeighborhoodToBatch(VariantSite lastVariantSite, VariantSite currentVariantSite,
string referenceStringBetweenVariants, int numNbhdsSoFar)
{
int numNbhdInBatchSoFar = _nextBatchOfNeighborhoods.Count;
var newNeighborhood = new VcfNeighborhood(_variantCallingParams, numNbhdsSoFar + numNbhdInBatchSoFar, currentVariantSite.ReferenceName,
lastVariantSite, currentVariantSite, referenceStringBetweenVariants);
_nextBatchOfNeighborhoods.Add(newNeighborhood);
}
private void MakeAHangingNeighborhood(VariantSite lastVariantSite, VariantSite currentVariantSite,
string referenceStringBetweenVariants, int numNbhdsSoFar)
{
//buffer this for our next call to "GetBatchOfNeighborhoods" .
var newNeighborhood = new VcfNeighborhood(_variantCallingParams, numNbhdsSoFar + _maxNumNbhdsInBatch, currentVariantSite.ReferenceName,
lastVariantSite, currentVariantSite, referenceStringBetweenVariants);
_unfinshedNeighborhoods.Add(newNeighborhood);
}
public void CheckAddingFilters()
{
var originalVcfVariant = TestHelper.CreateDummyAllele("chr1", 123, "A", "T", 1000, 156);
var originalVcfVariant2 = TestHelper.CreateDummyAllele("chr1", 124, "A", "T", 1000, 156);
var vs1 = new VariantSite(originalVcfVariant);
var vs2 = new VariantSite(originalVcfVariant2);
var variantCallingParameters = new VariantCallingParameters();
//Set up filters so calls are sure to trigger them.
variantCallingParameters.LowDepthFilter = 2000;
variantCallingParameters.MinimumFrequencyFilter = 0.80F;
variantCallingParameters.MinimumVariantQScoreFilter = 300;
var caller = new VariantCaller(variantCallingParameters, new BamFilterParameters());
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", vs1, vs2, "");
nbhd.SetRangeOfInterest();
nbhd.AddAcceptedPhasedVariant(
new CalledAllele(AlleleCategory.Snv)
{
Chromosome = "chr1",
ReferencePosition = 123,
ReferenceAllele = "A",
AlternateAllele = "T",
VariantQscore = 100,
TotalCoverage = 1000,
AlleleSupport = 500
});
nbhd.UsedRefCountsLookup = new Dictionary <int, SuckedUpRefRecord>()
{
};
caller.CallMNVs(nbhd);
caller.CallRefs(nbhd);
var acceptedMNVs = nbhd.CalledVariants;
var acceptedRefs = nbhd.CalledRefs;
Assert.Equal(1, acceptedMNVs.Count);
Assert.Equal(1, acceptedMNVs[123].Count);
Assert.True(acceptedMNVs[123][0].Filters.Contains(FilterType.LowDepth));
Assert.True(acceptedMNVs[123][0].Filters.Contains(FilterType.LowVariantFrequency));
Assert.True(acceptedMNVs[123][0].Filters.Contains(FilterType.LowVariantQscore));
Assert.Equal(2, acceptedRefs.Count);
Assert.True(acceptedRefs[123].Filters.Contains(FilterType.LowDepth));
Assert.True(acceptedRefs[123].Filters.Contains(FilterType.LowVariantQscore));
//note reference calls dont win the "LowVariantFrequency" flag.
}
public void AddMnvsFromClusters()
{
//TODO even with mock cluster this takes too much setting up.
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), "chr1", new VariantSite(120), new VariantSite(121), "T");
var vead = PhasedVariantTestUtilities.CreateVeadFromStringArray("r1", new[, ] {
{ "C", "A" }, { "G", "A" }, { "T", "A" }
});
var vead2 = PhasedVariantTestUtilities.CreateVeadFromStringArray("r2", new[, ] {
{ "C", "A" }, { "G", "A" }, { "T", "A" }
});
var vead3 = PhasedVariantTestUtilities.CreateVeadFromStringArray("r3", new[, ] {
{ "C", "A" }, { "G", "A" }, { "T", "A" }
});
var veads = new List <Vead> {
vead, vead2, vead3
};
nbhd.ReferenceSequence = "CGT";
var mockCluster = new Mock <ICluster>();
mockCluster.Setup(c => c.CountsAtSites).Returns(new[] { 10, 3, 5 });
var consensus = PhasedVariantTestUtilities.CreateVeadGroup(veads);
mockCluster.Setup(c => c.GetConsensusSites()).Returns(consensus.SiteResults);
mockCluster.Setup(c => c.GetVeadGroups()).Returns(new List <VeadGroup>()
{
consensus
});
nbhd.AddMnvsFromClusters(new List <ICluster>()
{
mockCluster.Object
}, 20, 100);
var allele = nbhd.CandidateVariants.First();
Assert.Equal(6, allele.TotalCoverage);
Assert.Equal(6, allele.AlleleSupport);
Assert.Equal("CGT", allele.Reference);
Assert.Equal("AAA", allele.Alternate);
var depths = nbhd.DepthAtSites(new List <ICluster>()
{
mockCluster.Object
});
Assert.Equal(3, depths.Length);
Assert.Equal(3, depths[0]);
Assert.Equal(3, depths[1]);
Assert.Equal(3, depths[2]);
}
public void LastPositionIsNotMatch()
{
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(120), new VariantSite(121), "T");
var variantSite = new VariantSite(123);
nbhd.AddVariantSite(variantSite, "ATCG");
var vsPositionMatch = new VariantSite(123);
Assert.False(nbhd.LastPositionIsNotMatch(vsPositionMatch));
var vsPositionMismatch = new VariantSite(124);
Assert.True(nbhd.LastPositionIsNotMatch(vsPositionMismatch));
}
public void AddVariantSite()
{
var nbhd = new VcfNeighborhood(0, "chr1", new VariantSite(120)
{
VcfReferenceAllele = "A"
}, new VariantSite(121));
Assert.Equal("NbhdNum0_chr1_120", nbhd.Id);
var variantSite = new VariantSite(123);
nbhd.AddVariantSite(variantSite);
Assert.Equal(3, nbhd.VcfVariantSites.Count);
Assert.Equal("NbhdNum0_chr1_120", nbhd.Id);
}
public void LastPositionIsNotMatch()
{
var nbhd = new VcfNeighborhood(0, "chr1", new VariantSite(120), new VariantSite(121));
var variantSite = new VariantSite(123);
nbhd.AddVariantSite(variantSite);
var vsPositionMatch = new VariantSite(123);
Assert.False(nbhd.LastPositionIsNotMatch(vsPositionMatch));
var vsPositionMismatch = new VariantSite(124);
Assert.True(nbhd.LastPositionIsNotMatch(vsPositionMismatch));
}
public void AddVariantSite()
{
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(120)
{
VcfReferenceAllele = "A"
}, new VariantSite(121), "T");
Assert.Equal("NbhdNum0_chr1_120", nbhd.Id);
var variantSite = new VariantSite(123);
nbhd.AddVariantSite(variantSite, "ATCG");
Assert.Equal("ATATCG", nbhd.ReferenceSequence);
Assert.Equal(3, nbhd.VcfVariantSites.Count);
Assert.Equal("NbhdNum0_chr1_120", nbhd.Id);
}
public void SetDepthAtSites()
{
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(120), new VariantSite(121), "T");
var vead = PhasedVariantTestUtilities.CreateVeadFromStringArray("r1", new[, ] {
{ "C", "A" }, { "G", "A" }, { "T", "A" }
});
var vead2 = PhasedVariantTestUtilities.CreateVeadFromStringArray("r2", new[, ] {
{ "C", "A" }, { "G", "A" }, { "T", "A" }
});
var vead3 = PhasedVariantTestUtilities.CreateVeadFromStringArray("r3", new[, ] {
{ "C", "A" }, { "G", "A" }, { "T", "A" }
});
var veads = new List <Vead> {
vead, vead2, vead3
};
}
public void SetRangeOfInterestTests()
{
/// <summary>
/// This method sets the NbdhReferenceSequenceSubstring, and the first/last positions of interest
/// </summary>
var refName = "chr";
//test with no Genome given
var nbhd = new VcfNeighborhood(0, refName, new VariantSite(120), new VariantSite(121));
Assert.Equal(-1, nbhd.FirstPositionOfInterest);
Assert.Equal(-1, nbhd.LastPositionOfInterestInVcf);
Assert.Equal(-1, nbhd.LastPositionOfInterestWithLookAhead);
var readyNbhd = new CallableNeighborhood(nbhd, new VariantCallingParameters());
Assert.Equal("RR", readyNbhd.NbhdReferenceSequenceSubstring);
Assert.Equal(120, nbhd.FirstPositionOfInterest);
Assert.Equal(121, nbhd.LastPositionOfInterestInVcf);
Assert.Equal(122, nbhd.LastPositionOfInterestWithLookAhead);
//test with a genome given
var genomePath = Path.Combine(TestPaths.SharedGenomesDirectory, "Bacillus_cereus", "Sequence", "WholeGenomeFasta");
Genome genome = new Genome(genomePath, new List <string>()
{
refName
});
ChrReference chrReference = genome.GetChrReference(refName);
nbhd = new VcfNeighborhood(0, refName, new VariantSite(120), new VariantSite(121));
Assert.Equal(-1, nbhd.FirstPositionOfInterest);
Assert.Equal(-1, nbhd.LastPositionOfInterestInVcf);
Assert.Equal(-1, nbhd.LastPositionOfInterestWithLookAhead);
readyNbhd = new CallableNeighborhood(nbhd, new VariantCallingParameters(), chrReference);
Assert.Equal("TG", readyNbhd.NbhdReferenceSequenceSubstring);
Assert.Equal(120, readyNbhd.FirstPositionOfInterest);
Assert.Equal(121, readyNbhd.LastPositionOfInterestInVcf);
Assert.Equal(122, readyNbhd.LastPositionOfInterestWithLookAhead);
}
public void ShouldSkipReadTest()
{
var nbhdReadFilter = new NeighborhoodReadFilter(new BamFilterParameters()
{
MinimumMapQuality = 20
});
var neighbor1 = new VcfNeighborhood(0, "chr1", new VariantSite(10000), new VariantSite(200000))
{
VcfVariantSites = new List <VariantSite>
{
new VariantSite(10)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "C"
},
new VariantSite(15)
{
VcfReferenceAllele = "G", VcfAlternateAllele = "A"
},
},
};
neighbor1.SetRangeOfInterest();
var callableNeighbor1 = new CallableNeighborhood(neighbor1, new VariantCallingParameters(), null);
var read1 = TestHelper.CreateRead("chr1", "ACGT", 6); // Read ends before first variant
Assert.Equal(true, nbhdReadFilter.ShouldSkipRead(read1, callableNeighbor1));
var read2 = TestHelper.CreateRead("chr1", "ACGT", 7); // Read covers 1 base of the nbhd
Assert.Equal(false, nbhdReadFilter.ShouldSkipRead(read2, callableNeighbor1));
var read3 = TestHelper.CreateRead("chr1", "ACGT", 12); // Read partially covers neighborhood
Assert.Equal(false, nbhdReadFilter.ShouldSkipRead(read3, callableNeighbor1));
var read4 = TestHelper.CreateRead("chr1", "ACGT", 16); // Read starts after neighborhood
Assert.Equal(false, nbhdReadFilter.ShouldSkipRead(read4, callableNeighbor1));
// Nima: we can maybe add features to CreateRead to be able to create PCR duplicate, low mapQ, and non proper pair reads
// but i think these conditions are somewhat trivial, and this may not be necessary.
}
private void ProcessNeighborhood(VcfNeighborhood neighborhood)
{
Logger.WriteToLog("Processing Neighborhood {0}.", neighborhood.Id);
try
{
var clusterer = _factory.CreateNeighborhoodClusterer();
var veadGroupSource = _factory.CreateVeadGroupSource();
var collapsedReads = veadGroupSource.GetVeadGroups(neighborhood);
//(1) Get CLUSTERS
var clusters = clusterer.ClusterVeadGroups(collapsedReads.ToList(), neighborhood.Id);
//clean out vg, we dont need them any more
veadGroupSource = null;
collapsedReads = null;
bool crushNbhdVariantsToSamePositon = !_factory.Options.VcfWritingParams.AllowMultipleVcfLinesPerLoci;
//(2) Turn clusters into MNV candidates
neighborhood.CreateMnvsFromClusters(clusters.Clusters,
_factory.Options.BamFilterParams.MinimumBaseCallQuality, _factory.Options.VariantCallingParams.MaximumVariantQScore,
crushNbhdVariantsToSamePositon);
neighborhood.SetGenotypesAndPruneExcessAlleles();
// (3) Variant call the candidates
var variantCaller = _factory.CreateVariantCaller();
variantCaller.CallMNVs(neighborhood);
variantCaller.CallRefs(neighborhood);
//wait untill vcf is ready to write...
}
catch (Exception ex)
{
Logger.WriteToLog("Error processing neighborhood {0}", neighborhood.Id);
Logger.WriteExceptionToLog(ex);
}
}
private List <VcfNeighborhood> GetNeighborhoods(int expectedNumberOfThreads)
{
var neighborhoods = new List <VcfNeighborhood>();
for (var i = 0; i < expectedNumberOfThreads; i++)
{
var neighborhood = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(120), new VariantSite(121), "T")
{
VcfVariantSites = new List <VariantSite>
{
new VariantSite(123)
{
ReferenceName = "chr1",
OriginalAlleleFromVcf = TestHelper.CreateDummyAllele("chr1", 123, "A", "T", 1000, 156)
//orignally at index 0
},
}
};
neighborhoods.Add(neighborhood);
}
return(neighborhoods);
}
public void VarCallsBecomeRefsAndNulls()
{
var originalVcfVariant = TestHelper.CreateDummyAllele("chr1", 123, "A", "T", 1000, 156);
var originalVcfVariant2 = TestHelper.CreateDummyAllele("chr1", 124, "A", "T", 1000, 156);
var vs1 = new VariantSite(originalVcfVariant);
var vs2 = new VariantSite(originalVcfVariant2);
var vcParams = new VariantCallingParameters();
vcParams.Validate();
var caller = new VariantCaller(vcParams, new BamFilterParameters());
//since there is an alt at position 124 ( a call of 156 alt / 1000 total, that means 844 original ref calls.
//Of which we said, 100 will get sucked up. So that leaves 744 / 1000 calls for a reference.
//So, we can still make a confident ref call.
var nbhd = new VcfNeighborhood(vcParams, 0, "chr1", vs1, vs2, "");
nbhd.SetRangeOfInterest();
nbhd.AddAcceptedPhasedVariant(
new CalledAllele(AlleleCategory.Snv)
{
Chromosome = "chr1",
ReferencePosition = 123,
ReferenceAllele = "A",
AlternateAllele = "T",
VariantQscore = 100,
TotalCoverage = 1000,
AlleleSupport = 500
});
nbhd.UsedRefCountsLookup = new Dictionary <int, SuckedUpRefRecord>()
{
};
caller.CallMNVs(nbhd);
caller.CallRefs(nbhd);
var acceptedMNVs = nbhd.CalledVariants;
var acceptedRefs = nbhd.CalledRefs;
Assert.Equal(1, acceptedMNVs.Count);
Assert.Equal(1, acceptedMNVs[123].Count);
Assert.Equal(2, acceptedRefs.Count);
var vcfVariant2asRef = new VcfVariant()
{
ReferenceName = "chr1",
ReferencePosition = 124,
ReferenceAllele = "A",
VariantAlleles = new[] { "." },
Genotypes = new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{ "GT", "0/." }, { "DP", "1000" }, { "AD", "844" }
}
},
};
VcfMergerTests.CheckVariantsMatch(originalVcfVariant, acceptedMNVs[123][0]);
VcfMergerTests.CheckVariantsMatch(vcfVariant2asRef, acceptedRefs[124]);
// If one has been sucked up and there are refs remaining, we should output it as a ref.
var suckedUpRefRecord100 = new SuckedUpRefRecord()
{
Counts = 100, AlleleThatClaimedIt = new CalledAllele()
};
nbhd.UsedRefCountsLookup = new Dictionary <int, SuckedUpRefRecord>()
{
{ 124, suckedUpRefRecord100 }
};
caller.CallMNVs(nbhd);
caller.CallRefs(nbhd);
acceptedMNVs = nbhd.CalledVariants;
acceptedRefs = nbhd.CalledRefs;
Assert.Equal(1, acceptedMNVs.Count);
Assert.Equal(1, acceptedMNVs[123].Count);
Assert.Equal(2, acceptedRefs.Count);
vcfVariant2asRef = new VcfVariant()
{
ReferenceName = "chr1",
ReferencePosition = 124,
ReferenceAllele = "A",
VariantAlleles = new[] { "." },
Genotypes = new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{ "GT", "0/." }, { "DP", "1000" }, { "AD", "744" }
}
},
};
VcfMergerTests.CheckVariantsMatch(originalVcfVariant, acceptedMNVs[123][0]);
VcfMergerTests.CheckVariantsMatch(vcfVariant2asRef, acceptedRefs[124]);
// If one has been sucked up all the way
// we should output it as a null.
var suckedUpRefRecord1000 = new SuckedUpRefRecord()
{
Counts = 1000, AlleleThatClaimedIt = new CalledAllele()
};
nbhd.UsedRefCountsLookup = new Dictionary <int, SuckedUpRefRecord>()
{
{ 124, suckedUpRefRecord1000 }
};
caller.CallMNVs(nbhd);
caller.CallRefs(nbhd);
acceptedMNVs = nbhd.CalledVariants;
acceptedRefs = nbhd.CalledRefs;
Assert.Equal(1, acceptedMNVs.Count);
Assert.Equal(1, acceptedMNVs[123].Count);
Assert.Equal(2, acceptedRefs.Count);
var vcfVariant2asNull = new VcfVariant()
{
ReferenceName = "chr1",
ReferencePosition = 124,
ReferenceAllele = "A",
VariantAlleles = new[] { "." },
Genotypes = new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{ "GT", "./." }, { "DP", "1000" }, { "AD", "0" }
}
},
};
VcfMergerTests.CheckVariantsMatch(originalVcfVariant, acceptedMNVs[123][0]);
VcfMergerTests.CheckVariantsMatch(vcfVariant2asNull, acceptedRefs[124]);
}
public void SortSites()
{
var nbhd = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr1", new VariantSite(120)
{
VcfReferenceAllele = "A"
}, new VariantSite(121), "T");
var variantSite1 = new VariantSite(123);
variantSite1.VcfReferencePosition = 140453137;
variantSite1.VcfReferenceAllele = "C";
variantSite1.VcfAlternateAllele = "CGTA";
variantSite1.OriginalAlleleFromVcf = new Pisces.Domain.Models.Alleles.CalledAllele()
{
ReferencePosition = 7
};
nbhd.AddVariantSite(variantSite1, "ATCG");
var variantSite2 = new VariantSite();
variantSite2.VcfReferencePosition = 140453137;
variantSite2.VcfReferenceAllele = "C";
variantSite2.VcfAlternateAllele = "T";
variantSite2.OriginalAlleleFromVcf = new Pisces.Domain.Models.Alleles.CalledAllele()
{
ReferencePosition = 8
};
nbhd.AddVariantSite(variantSite2, "");
var variantSite3 = new VariantSite();
variantSite3.VcfReferencePosition = 140453130;
variantSite3.VcfReferenceAllele = "C";
variantSite3.VcfAlternateAllele = "T";
variantSite3.OriginalAlleleFromVcf = new Pisces.Domain.Models.Alleles.CalledAllele()
{
ReferencePosition = 9
};
nbhd.AddVariantSite(variantSite3, "");
Assert.Equal(5, nbhd.VcfVariantSites.Count);
Assert.Equal(120, nbhd.VcfVariantSites[0].VcfReferencePosition);
Assert.Equal(120, nbhd.VcfVariantSites[0].TrueFirstBaseOfDiff);
Assert.Equal("A", nbhd.VcfVariantSites[0].VcfReferenceAllele);
Assert.Equal("N", nbhd.VcfVariantSites[0].VcfAlternateAllele);
Assert.Equal(121, nbhd.VcfVariantSites[1].VcfReferencePosition);
Assert.Equal(121, nbhd.VcfVariantSites[1].TrueFirstBaseOfDiff);
Assert.Equal("N", nbhd.VcfVariantSites[1].VcfReferenceAllele);
Assert.Equal("N", nbhd.VcfVariantSites[1].VcfAlternateAllele);
Assert.Equal(140453137, nbhd.VcfVariantSites[2].VcfReferencePosition);
Assert.Equal(140453138, nbhd.VcfVariantSites[2].TrueFirstBaseOfDiff);
Assert.Equal("C", nbhd.VcfVariantSites[2].VcfReferenceAllele);
Assert.Equal("CGTA", nbhd.VcfVariantSites[2].VcfAlternateAllele);
Assert.Equal(140453137, nbhd.VcfVariantSites[3].VcfReferencePosition);
Assert.Equal(140453137, nbhd.VcfVariantSites[3].TrueFirstBaseOfDiff);
Assert.Equal("C", nbhd.VcfVariantSites[3].VcfReferenceAllele);
Assert.Equal("T", nbhd.VcfVariantSites[3].VcfAlternateAllele);
Assert.Equal(140453130, nbhd.VcfVariantSites[4].VcfReferencePosition);
Assert.Equal(140453130, nbhd.VcfVariantSites[4].TrueFirstBaseOfDiff);
Assert.Equal("C", nbhd.VcfVariantSites[4].VcfReferenceAllele);
Assert.Equal("T", nbhd.VcfVariantSites[4].VcfAlternateAllele);
nbhd.OrderVariantSitesByFirstTrueStartPosition();
Assert.Equal(120, nbhd.VcfVariantSites[0].VcfReferencePosition);
Assert.Equal(120, nbhd.VcfVariantSites[0].TrueFirstBaseOfDiff);
Assert.Equal("A", nbhd.VcfVariantSites[0].VcfReferenceAllele);
Assert.Equal("N", nbhd.VcfVariantSites[0].VcfAlternateAllele);
Assert.Equal(121, nbhd.VcfVariantSites[1].VcfReferencePosition);
Assert.Equal(121, nbhd.VcfVariantSites[1].TrueFirstBaseOfDiff);
Assert.Equal("N", nbhd.VcfVariantSites[1].VcfReferenceAllele);
Assert.Equal("N", nbhd.VcfVariantSites[1].VcfAlternateAllele);
Assert.Equal(140453130, nbhd.VcfVariantSites[2].VcfReferencePosition);
Assert.Equal(140453130, nbhd.VcfVariantSites[2].TrueFirstBaseOfDiff);
Assert.Equal("C", nbhd.VcfVariantSites[2].VcfReferenceAllele);
Assert.Equal("T", nbhd.VcfVariantSites[2].VcfAlternateAllele);
Assert.Equal(7, nbhd.VcfVariantSites[2].OriginalAlleleFromVcf.ReferencePosition);
Assert.Equal(140453137, nbhd.VcfVariantSites[3].VcfReferencePosition);
Assert.Equal(140453137, nbhd.VcfVariantSites[3].TrueFirstBaseOfDiff);
Assert.Equal("C", nbhd.VcfVariantSites[3].VcfReferenceAllele);
Assert.Equal("T", nbhd.VcfVariantSites[3].VcfAlternateAllele);
Assert.Equal(8, nbhd.VcfVariantSites[3].OriginalAlleleFromVcf.ReferencePosition);
Assert.Equal(140453137, nbhd.VcfVariantSites[4].VcfReferencePosition);
Assert.Equal(140453138, nbhd.VcfVariantSites[4].TrueFirstBaseOfDiff);
Assert.Equal("C", nbhd.VcfVariantSites[4].VcfReferenceAllele);
Assert.Equal("CGTA", nbhd.VcfVariantSites[4].VcfAlternateAllele);
Assert.Equal(9, nbhd.VcfVariantSites[4].OriginalAlleleFromVcf.ReferencePosition);
}
public void GetVeads()
{
var vcfNeighborhood = new VcfNeighborhood(new VariantCallingParameters(), "chr1", new VariantSite(10000), new VariantSite(200000), "T")
{
VcfVariantSites = new List <VariantSite>
{
new VariantSite(100)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "C"
},
new VariantSite(400)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "C"
},
new VariantSite(505)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "C"
},
new VariantSite(703)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "T"
},
new VariantSite(800)
{
VcfReferenceAllele = "A", VcfAlternateAllele = "C"
},
}
};
var reads = new List <Read>();
reads.Add(CreateRead("chr1", "ACGT", 10)); // Before neighborhood
reads.Add(CreateRead("chr1", "ACGT", 96)); // Ends right before neighborhood's first variant site
reads.Add(CreateRead("chr1", "ACGT", 100)); // Match (100)
reads.Add(CreateRead("chr1", "ACGT", 300)); // Within neighborhood but no VariantSite
reads.Add(CreateRead("chr1", "ACGT", 400, qualityForAll: 19)); // Within neighbhorhood but low quals
reads.Add(CreateRead("chr1", "ACGT", 500)); // Within neighborhood but no VariantSite (ends right before 505)
reads.Add(CreateRead("chr1", "ACGT", 700)); // Match (703)
reads.Add(CreateRead("chr1", "ACGT", 800)); // Match (800)
reads.Add(CreateRead("chr1", "ACGT", 805)); // Past neighborhood
reads.Add(CreateRead("chr1", "ACGT", 900)); // Past neighborhood
reads.Add(CreateRead("chr2", "ACGT", 100)); // Wrong chromosome
vcfNeighborhood.SetRangeOfInterest();
var alignmentExtractor = new MockAlignmentExtractor(reads);
var veadSource = new VeadGroupSource(alignmentExtractor,
new BamFilterParameters()
{
MinimumMapQuality = 20
}, false, "");
var veadGroups = veadSource.GetVeadGroups(vcfNeighborhood);
// Collect all reads that could relate to the neighborhood
// - Skip anything that has quality less than MinimumMapQuality
// - Skip anything that ends before neighborhood begins
// - Stop collecting once we've passed the end of the neighborhood
// We should have collected the reads at 100, 700, and 800.
Assert.Equal(801, vcfNeighborhood.LastPositionOfInterestWithLookAhead);
Assert.Equal(3, veadGroups.Count());
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("100")));
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("700")));
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("800")));
Assert.Equal(0, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("805")));
Assert.Equal(0, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("900")));
foreach (var veadGroup in veadGroups)
{
Assert.Equal(1, veadGroup.NumVeads);
}
vcfNeighborhood.VcfVariantSites.Add(
new VariantSite(790)
{
VcfReferenceAllele = "ACAGTGAAAGACTTGTGAC", VcfAlternateAllele = "C"
});
vcfNeighborhood.SetRangeOfInterest();
Assert.Equal(809, vcfNeighborhood.LastPositionOfInterestWithLookAhead);
alignmentExtractor = new MockAlignmentExtractor(reads);
veadSource = new VeadGroupSource(alignmentExtractor,
new BamFilterParameters()
{
MinimumMapQuality = 20
}, false, "");
veadGroups = veadSource.GetVeadGroups(vcfNeighborhood);
Assert.Equal(3, veadGroups.Count());
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("100")));
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("700")));
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("800")));
Assert.Equal(0, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("805")));
Assert.Equal(0, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("900")));
// Boundary case - read ends exactly at neighborhood's first variant site
reads = new List <Read>();
reads.Add(CreateRead("chr1", "ACGT", 10)); // Before neighborhood
reads.Add(CreateRead("chr1", "ACGT", 96)); // Ends right before neighborhood's first variant site
reads.Add(CreateRead("chr1", "ACGT", 97)); // Ends exactly at neighborhood's first variant site
alignmentExtractor = new MockAlignmentExtractor(reads);
veadSource = new VeadGroupSource(alignmentExtractor, new BamFilterParameters()
{
MinimumMapQuality = 20
}, false, "");
veadGroups = veadSource.GetVeadGroups(vcfNeighborhood);
// The veadgroup for 97 should be the only one
Assert.Equal(1, veadGroups.Count());
Assert.Equal(1, veadGroups.Count(v => v.RepresentativeVead.Name.EndsWith("97")));
foreach (var veadGroup in veadGroups)
{
Assert.Equal(1, veadGroup.NumVeads);
}
}
public void CallAVariantInANewLocation()
{
//set up the original variants
var originalVcfVariant1 = TestHelper.CreateDummyAllele("chr1", 123, "A", "T", 1000, 156);
var originalVcfVariant2 = TestHelper.CreateDummyAllele("chr1", 124, "A", "T", 1000, 156);
var originalVcfVariant3 = TestHelper.CreateDummyAllele("chr1", 234, "A", "T", 1000, 156);
var originalVcfVariant4 = TestHelper.CreateDummyAllele("chr1", 234, "A", "T", 1000, 156);
var vs1 = new VariantSite(originalVcfVariant1);
var vs2 = new VariantSite(originalVcfVariant2);
var vs3 = new VariantSite(originalVcfVariant3);
var vs4 = new VariantSite(originalVcfVariant4);
var vcParams = new VariantCallingParameters();
vcParams.Validate();
var caller = new VariantCaller(vcParams, new BamFilterParameters());
var nbhd = new VcfNeighborhood(vcParams, 0, "chr1", vs1, vs2, "");
nbhd.AddVariantSite(vs3, "RRRRR"); //note, we do not add vs4, that is not going to get used for phasing. Sps it is a variant that failed filters.
nbhd.SetRangeOfInterest();
//now stage one candidate MNV:
var newMNV = new CalledAllele(AlleleCategory.Snv)
{
Chromosome = "chr1",
ReferencePosition = 129,
ReferenceAllele = "A",
AlternateAllele = "TT",
VariantQscore = 100,
TotalCoverage = 1000,
AlleleSupport = 500
};
nbhd.AddAcceptedPhasedVariant(newMNV);
var suckedUpRefRecord1000 = new SuckedUpRefRecord()
{
Counts = 1000, AlleleThatClaimedIt = new CalledAllele()
};
nbhd.UsedRefCountsLookup = new Dictionary <int, SuckedUpRefRecord>()
{
{ 124, suckedUpRefRecord1000 }
};
caller.CallMNVs(nbhd);
caller.CallRefs(nbhd);
var acceptedMNVs = nbhd.CalledVariants;
var acceptedRefs = nbhd.CalledRefs;
var vcfVariant0asRef = new VcfVariant()
{
ReferenceName = "chr1",
ReferencePosition = 123,
ReferenceAllele = "A",
VariantAlleles = new[] { "." },
Genotypes = new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{ "GT", "0/." }
}
},
};
var vcfVariant3asRef = new VcfVariant()
{
ReferenceName = "chr1",
ReferencePosition = 234,
ReferenceAllele = "A",
VariantAlleles = new[] { "." },
Genotypes = new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{ "GT", "0/." }
}
},
};
var vcfVariant2asNull = new VcfVariant()
{
ReferenceName = "chr1",
ReferencePosition = 124,
ReferenceAllele = "A",
VariantAlleles = new[] { "." },
Genotypes = new List <Dictionary <string, string> >()
{
new Dictionary <string, string>()
{
{ "GT", "./." }
}
},
};
Assert.Equal(1, acceptedMNVs.Count);
Assert.Equal(1, acceptedMNVs[129].Count);
Assert.Equal(3, acceptedRefs.Count);
VcfMergerTests.CheckVariantsMatch(vcfVariant0asRef, acceptedRefs[123]);
VcfMergerTests.CheckVariantsMatch(vcfVariant2asNull, acceptedRefs[124]);
VcfMergerTests.CheckVariantsMatch(newMNV, acceptedMNVs[129][0]);
VcfMergerTests.CheckVariantsMatch(vcfVariant3asRef, acceptedRefs[234]);
}
public void WriteANbhd()
{
var outputFilePath = Path.Combine(TestPaths.LocalTestDataDirectory, "PhasedVcfFileNbhdWriterTest.vcf");
var inputFilePath = Path.Combine(TestPaths.LocalTestDataDirectory, "MergerInput.vcf");
var expectedFilePath = Path.Combine(TestPaths.LocalTestDataDirectory, "MergerOutput.vcf");
File.Delete(outputFilePath);
var context = new VcfWriterInputContext
{
QuotedCommandLineString = "myCommandLine",
SampleName = "mySample",
ReferenceName = "myReference",
ContigsByChr = new List <Tuple <string, long> >
{
new Tuple <string, long>("chr1", 10001),
new Tuple <string, long>("chrX", 500)
}
};
var config = new VcfWriterConfig
{
DepthFilterThreshold = 500,
VariantQualityFilterThreshold = 30,
FrequencyFilterThreshold = 0.007f,
ShouldOutputNoCallFraction = true,
ShouldOutputStrandBiasAndNoiseLevel = true,
EstimatedBaseCallQuality = 23,
PloidyModel = PloidyModel.Somatic,
AllowMultipleVcfLinesPerLoci = true
};
var writer = new PhasedVcfWriter(outputFilePath, config, new VcfWriterInputContext(), new List <string>()
{
}, null);
var reader = new VcfReader(inputFilePath, true);
//set up the original variants
var originalVcfVariant1 = TestHelper.CreateDummyAllele("chr2", 116380048, "A", "New", 1000, 156);
var originalVcfVariant2 = TestHelper.CreateDummyAllele("chr2", 116380048, "AAA", "New", 1000, 156);
var originalVcfVariant4 = TestHelper.CreateDummyAllele("chr7", 116380051, "A", "New", 1000, 156);
var originalVcfVariant5 = TestHelper.CreateDummyAllele("chr7", 116380052, "AC", "New", 1000, 156);
var vs1 = new VariantSite((originalVcfVariant1));
var vs2 = new VariantSite((originalVcfVariant2));
var vs4 = new VariantSite((originalVcfVariant4));
var vs5 = new VariantSite((originalVcfVariant5));
//have to replace variants at positon 116380048 (we call two new MNVS here)
var nbhd1 = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr2", vs1, vs2, "");
nbhd1.SetRangeOfInterest();
//have to replace variants at positon 116380051 and 52 (we call one new MNV at 51)
var nbhd2 = new VcfNeighborhood(new VariantCallingParameters(), 0, "chr7", vs4, vs5, "");
nbhd2.SetRangeOfInterest();
VcfMerger merger = new VcfMerger(reader);
List <CalledAllele> allelesPastNbh = new List <CalledAllele>();
nbhd1.CalledVariants = new Dictionary <int, List <CalledAllele> > {
{ originalVcfVariant1.ReferencePosition, new List <CalledAllele> {
originalVcfVariant1, originalVcfVariant2
} }
};
nbhd2.CalledVariants = new Dictionary <int, List <CalledAllele> > {
{ originalVcfVariant4.ReferencePosition, new List <CalledAllele> {
originalVcfVariant4
} }
};
allelesPastNbh = merger.WriteVariantsUptoChr(writer, allelesPastNbh, nbhd1.ReferenceName);
allelesPastNbh = merger.WriteVariantsUptoIncludingNbhd(nbhd1, writer, allelesPastNbh);
allelesPastNbh = merger.WriteVariantsUptoChr(writer, allelesPastNbh, nbhd2.ReferenceName);
allelesPastNbh = merger.WriteVariantsUptoIncludingNbhd(nbhd2, writer, allelesPastNbh);
merger.WriteRemainingVariants(writer, allelesPastNbh);
writer.Dispose();
var expectedLines = File.ReadLines(expectedFilePath).ToList();
var outputLines = File.ReadLines(outputFilePath).ToList();
Assert.Equal(expectedLines.Count(), outputLines.Count());
for (int i = 0; i < expectedLines.Count; i++)
{
Assert.Equal(expectedLines[i], outputLines[i]);
}
}
