@Test(dataProvider = "bases")
public void fullTest(
List<GATKRead> reads,
List<Variant> variantList,
List<KV<GATKRead, ReferenceBases>> kvReadRefBases,
List<KV<GATKRead, ReadContextData>> kvReadContextData,
List<SimpleInterval> intervals,
List<KV<GATKRead, Iterable<Variant>>> kvReadiVariant) {
Pipeline p = GATKTestPipeline.create();
DataflowUtils.registerGATKCoders(p);
PCollection<GATKRead> pReads =
DataflowTestUtils.pCollectionCreateAndVerify(p, reads, new GATKReadCoder());
PCollection<Variant> pVariant = p.apply(Create.of(variantList));
VariantsDataflowSource mockVariantsSource = mock(VariantsDataflowSource.class);
when(mockVariantsSource.getAllVariants()).thenReturn(pVariant);
RefAPISource mockSource = mock(RefAPISource.class, withSettings().serializable());
for (SimpleInterval i : intervals) {
when(mockSource.getReferenceBases(
any(PipelineOptions.class), any(RefAPIMetadata.class), eq(i)))
.thenReturn(FakeReferenceSource.bases(i));
}
String referenceName = "refName";
String refId = "0xbjfjd23f";
Map<String, String> referenceNameToIdTable = Maps.newHashMap();
referenceNameToIdTable.put(referenceName, refId);
RefAPIMetadata refAPIMetadata = new RefAPIMetadata(referenceName, referenceNameToIdTable);
RefAPISource.setRefAPISource(mockSource);
PCollection<KV<GATKRead, ReadContextData>> result =
AddContextDataToRead.add(pReads, /*mockSource,*/ refAPIMetadata, mockVariantsSource);
PCollection<KV<GATKRead, ReadContextData>> pkvReadContextData =
p.apply(
Create.of(kvReadContextData)
.withCoder(KvCoder.of(new GATKReadCoder(), new ReadContextDataCoder())));
DataflowTestUtils.keyReadContextDataMatcher(result, pkvReadContextData);
p.run();
}
@Override
protected void setupPipeline(Pipeline pipeline) {
// Load the reads.
final ReadsDataflowSource readsDataflowSource = new ReadsDataflowSource(bam, pipeline);
final SAMFileHeader readsHeader = readsDataflowSource.getHeader();
final List<SimpleInterval> intervals =
intervalArgumentCollection.intervalsSpecified()
? intervalArgumentCollection.getIntervals(readsHeader.getSequenceDictionary())
: IntervalUtils.getAllIntervalsForReference(readsHeader.getSequenceDictionary());
final PCollectionView<SAMFileHeader> headerSingleton =
ReadsDataflowSource.getHeaderView(pipeline, readsHeader);
final PCollection<GATKRead> initialReads = readsDataflowSource.getReadPCollection(intervals);
// Apply MarkDuplicates to produce updated GATKReads.
final PCollection<GATKRead> markedReads =
initialReads.apply(new MarkDuplicates(headerSingleton));
// Load the Variants and the Reference and join them to reads.
final VariantsDataflowSource variantsDataflowSource =
new VariantsDataflowSource(baseRecalibrationKnownVariants, pipeline);
Map<String, String> referenceNameToIdTable =
RefAPISource.buildReferenceNameToIdTable(pipeline.getOptions(), referenceName);
RefAPIMetadata refAPIMetadata = new RefAPIMetadata(referenceName, referenceNameToIdTable);
final PCollection<KV<GATKRead, ReadContextData>> readsWithContext =
AddContextDataToRead.add(markedReads, refAPIMetadata, variantsDataflowSource);
// Apply BQSR.
final PCollection<RecalibrationTables> recalibrationReports =
readsWithContext.apply(new BaseRecalibratorStub(headerSingleton));
final PCollectionView<RecalibrationTables> mergedRecalibrationReport =
recalibrationReports.apply(View.<RecalibrationTables>asSingleton());
final PCollection<GATKRead> finalReads =
markedReads.apply(new ApplyBQSRStub(headerSingleton, mergedRecalibrationReport));
SmallBamWriter.writeToFile(pipeline, finalReads, readsHeader, output);
}