Apache Commons logo Apache Commons RNG
Apache Commons RNG Sampling ™
  • Last Published: 05 October 2022
  • |
  • Version: 1.5

Surefire Report

Summary

[Summary] [Package List] [Test Cases]


Tests Errors Failures Skipped Success Rate Time
689 0 0 0 100% 60.755

Note: failures are anticipated and checked for with assertions while errors are unanticipated.


Package List

[Summary] [Package List] [Test Cases]


Package Tests Errors Failures Skipped Success Rate Time
org.apache.commons.rng.sampling 108 0 0 0 100% 3.86
org.apache.commons.rng.sampling.shape 78 0 0 0 100% 0.143
org.apache.commons.rng.sampling.distribution 503 0 0 0 100% 56.752

Note: package statistics are not computed recursively, they only sum up all of its testsuites numbers.

org.apache.commons.rng.sampling

Class Tests Errors Failures Skipped Success Rate Time
 UnitSphereSamplerTest 25 0 0 0 100% 0.895
 CollectionSamplerTest 3 0 0 0 100% 0.003
 PermutationSamplerTest 14 0 0 0 100% 0.008
 ListSamplerTest 10 0 0 0 100% 0.021
 DiscreteProbabilityCollectionSamplerTest 11 0 0 0 100% 2.337
 CombinationSamplerTest 10 0 0 0 100% 0.221
 CompositeSamplersTest 26 0 0 0 100% 0.314
 ObjectSamplerTest 9 0 0 0 100% 0.061

org.apache.commons.rng.sampling.shape

Class Tests Errors Failures Skipped Success Rate Time
 BoxSamplerTest 15 0 0 0 100% 0.056
 TetrahedronSamplerTest 7 0 0 0 100% 0.013
 LineSamplerTest 19 0 0 0 100% 0.016
 CoordinatesTest 2 0 0 0 100% 0.003
 TriangleSamplerTest 21 0 0 0 100% 0.027
 UnitBallSamplerTest 14 0 0 0 100% 0.028

org.apache.commons.rng.sampling.distribution

Class Tests Errors Failures Skipped Success Rate Time
 GeometricSamplerTest 8 0 0 0 100% 0.003
 ContinuousSamplerParametricTest 53 0 0 0 100% 46.284
 InverseTransformContinuousSamplerTest 1 0 0 0 100% 0.002
 DiscreteSamplerTest 9 0 0 0 100% 0.008
 AhrensDieterMarsagliaTsangGammaSamplerTest 5 0 0 0 100% 0.002
 RejectionInversionZipfSamplerTest 5 0 0 0 100% 0.002
 BoxMullerGaussianSamplerTest 1 0 0 0 100% 0
 SmallMeanPoissonSamplerTest 7 0 0 0 100% 0.005
 SamplerBaseTest 2 0 0 0 100% 0.001
 FastLoadedDiceRollerDiscreteSamplerTest 67 0 0 0 100% 0.072
 BoxMullerLogNormalSamplerTest 1 0 0 0 100% 0
 UniformLongSamplerTest 24 0 0 0 100% 0.019
 ContinuousUniformSamplerTest 6 0 0 0 100% 0.006
 ContinuousSamplerTest 9 0 0 0 100% 0.009
 LargeMeanPoissonSamplerTest 8 0 0 0 100% 0.004
 InverseTransformParetoSamplerTest 3 0 0 0 100% 0.003
 MarsagliaTsangWangDiscreteSamplerTest 34 0 0 0 100% 0.052
 AhrensDieterExponentialSamplerTest 4 0 0 0 100% 0.004
 BoxMullerNormalisedGaussianSamplerTest 1 0 0 0 100% 0
 GaussianSamplerTest 8 0 0 0 100% 0.004
 LogNormalSamplerTest 4 0 0 0 100% 0.003
 TSamplerTest 6 0 0 0 100% 0.004
 InternalUtilsTest 8 0 0 0 100% 0.004
 LevySamplerTest 4 0 0 0 100% 0.003
 ZigguratSamplerTest 9 0 0 0 100% 3.224
 StableSamplerTest 46 0 0 0 100% 0.134
 LongSamplerTest 9 0 0 0 100% 0.01
 KempSmallMeanPoissonSamplerTest 8 0 0 0 100% 0.012
 DiscreteSamplerParametricTest 32 0 0 0 100% 6.561
 GuideTableDiscreteSamplerTest 20 0 0 0 100% 0.017
 PoissonSamplerTest 3 0 0 0 100% 0.001
 InverseTransformDiscreteSamplerTest 1 0 0 0 100% 0.001
 PoissonSamplerCacheTest 26 0 0 0 100% 0.023
 ChengBetaSamplerTest 7 0 0 0 100% 0.007
 DirichletSamplerTest 18 0 0 0 100% 0.236
 ZigguratNormalizedGaussianSamplerTest 2 0 0 0 100% 0.004
 DiscreteUniformSamplerTest 21 0 0 0 100% 0.009
 MarsagliaNormalisedGaussianSamplerTest 2 0 0 0 100% 0.001
 AliasMethodDiscreteSamplerTest 21 0 0 0 100% 0.018

Test Cases

[Summary] [Package List] [Test Cases]

GeometricSamplerTest

 testProbabilityOfSuccessIsOneSamplerToString 0.001
 testProbabilityOfSuccessUnderOneIsValid 0
 testSharedStateSamplerWithProbabilityOfSuccessOne 0
 testSharedStateSampler 0
 testProbabilityOfSuccessIsOneGeneratesZeroForSamples 0
 testProbabilityOfSuccessAboveOneThrows 0
 testProbabilityOfSuccessIsAlmostZeroGeneratesMaxValueForSamples 0
 testProbabilityOfSuccessIsZeroThrows 0

ContinuousSamplerParametricTest

 testSampling(ContinuousSamplerTestData)[1] 0.134
 testSampling(ContinuousSamplerTestData)[2] 0.078
 testSampling(ContinuousSamplerTestData)[3] 0.071
 testSampling(ContinuousSamplerTestData)[4] 0.059
 testSampling(ContinuousSamplerTestData)[5] 0.047
 testSampling(ContinuousSamplerTestData)[6] 0.04
 testSampling(ContinuousSamplerTestData)[7] 7.834
 testSampling(ContinuousSamplerTestData)[8] 0.131
 testSampling(ContinuousSamplerTestData)[9] 0.153
 testSampling(ContinuousSamplerTestData)[10] 0.173
 testSampling(ContinuousSamplerTestData)[11] 0.22
 testSampling(ContinuousSamplerTestData)[12] 0.092
 testSampling(ContinuousSamplerTestData)[13] 2.974
 testSampling(ContinuousSamplerTestData)[14] 0.072
 testSampling(ContinuousSamplerTestData)[15] 0.068
 testSampling(ContinuousSamplerTestData)[16] 0.034
 testSampling(ContinuousSamplerTestData)[17] 6.302
 testSampling(ContinuousSamplerTestData)[18] 3.262
 testSampling(ContinuousSamplerTestData)[19] 0.084
 testSampling(ContinuousSamplerTestData)[20] 0.048
 testSampling(ContinuousSamplerTestData)[21] 0.105
 testSampling(ContinuousSamplerTestData)[22] 0.067
 testSampling(ContinuousSamplerTestData)[23] 0.132
 testSampling(ContinuousSamplerTestData)[24] 0.039
 testSampling(ContinuousSamplerTestData)[25] 0.034
 testSampling(ContinuousSamplerTestData)[26] 4.216
 testSampling(ContinuousSamplerTestData)[27] 0.092
 testSampling(ContinuousSamplerTestData)[28] 0.062
 testSampling(ContinuousSamplerTestData)[29] 0.087
 testSampling(ContinuousSamplerTestData)[30] 0.142
 testSampling(ContinuousSamplerTestData)[31] 0.057
 testSampling(ContinuousSamplerTestData)[32] 0.058
 testSampling(ContinuousSamplerTestData)[33] 7.238
 testSampling(ContinuousSamplerTestData)[34] 2.505
 testSampling(ContinuousSamplerTestData)[35] 0.055
 testSampling(ContinuousSamplerTestData)[36] 0.038
 testSampling(ContinuousSamplerTestData)[37] 0.028
 testSampling(ContinuousSamplerTestData)[38] 0.067
 testSampling(ContinuousSamplerTestData)[39] 0.04
 testSampling(ContinuousSamplerTestData)[40] 0.042
 testSampling(ContinuousSamplerTestData)[41] 0.143
 testSampling(ContinuousSamplerTestData)[42] 0.157
 testSampling(ContinuousSamplerTestData)[43] 0.099
 testSampling(ContinuousSamplerTestData)[44] 0.133
 testSampling(ContinuousSamplerTestData)[45] 0.141
 testSampling(ContinuousSamplerTestData)[46] 7.901
 testSampling(ContinuousSamplerTestData)[47] 0.087
 testSampling(ContinuousSamplerTestData)[48] 0.117
 testSampling(ContinuousSamplerTestData)[49] 0.128
 testSampling(ContinuousSamplerTestData)[50] 0.053
 testSampling(ContinuousSamplerTestData)[51] 0.041
 testSampling(ContinuousSamplerTestData)[52] 0.025
 testSampling(ContinuousSamplerTestData)[53] 0.227

BoxSamplerTest

 testNonFiniteVertexCoordinates 0.002
 testSharedStateSampler2D 0.001
 testSharedStateSampler3D 0
 testSharedStateSampler4D 0.001
 testDimensionMismatchThrows 0
 testChangedInputCoordinates2D 0
 testChangedInputCoordinates3D 0
 testChangedInputCoordinates4D 0.001
 testDistribution2D 0.002
 testDistribution3D 0.01
 testDistribution4D 0.034
 testExtremeValueCoordinates2D 0
 testExtremeValueCoordinates3D 0.001
 testExtremeValueCoordinates4D 0
 testInvalidDimensionThrows 0.001

InverseTransformContinuousSamplerTest

 testSharedStateSampler 0.001

DiscreteSamplerTest

 testSamplesUnlimitedSize 0.001
 testSamples 0.002
 testSamples 0
 testSamples 0.001
 testSamples(int)[1] 0.001
 testSamples(int)[2] 0.001
 testSamples(int)[3] 0
 testSamples(int)[4] 0
 testSamples(int)[5] 0.001

TetrahedronSamplerTest

 testChangedInputCoordinates 0.001
 testNonFiniteVertexCoordinates 0.002
 testExtremeValueCoordinates 0.001
 testDistribution 0.006
 testSharedStateSampler 0
 testTetrahedronContains 0
 testInvalidDimensionThrows 0.001

UnitSphereSamplerTest

 testSharedStateSampler1D 0.002
 testSharedStateSampler2D 0.005
 testSharedStateSampler3D 0
 testSharedStateSampler4D 0.001
 testNextNormSquaredAfterZeroIsValid 0
 testDistribution4DWithFactoryConstructor 0.256
 testDistribution3DWithFactoryConstructor 0.147
 testDistribution2DWithFactoryConstructor 0.029
 testSharedStateSampler4DWithFactoryConstructor 0.001
 testDistribution1DWithFactoryConstructor 0.003
 testSharedStateSampler3DWithFactoryConstructor 0.001
 testSharedStateSampler2DWithFactoryConstructor 0
 testInvalidDimensionThrowsWithFactoryConstructor 0.001
 testSharedStateSampler1DWithFactoryConstructor 0.001
 testInvalidInverseNormalisation2D 0.001
 testInvalidInverseNormalisation3D 0
 testInvalidInverseNormalisation4D 0.001
 testDistribution1D 0.005
 testDistribution2D 0.016
 testDistribution3D 0.151
 testDistribution4D 0.258
 testBadProvider2D 0.004
 testBadProvider3D 0.003
 testBadProvider4D 0.002
 testInvalidDimensionThrows 0.001

AhrensDieterMarsagliaTsangGammaSamplerTest

 testToString 0
 testConstructorThrowsWithZeroAlpha 0.001
 testConstructorThrowsWithZeroTheta 0
 testSharedStateSamplerWithAlphaAboveOne 0
 testSharedStateSamplerWithAlphaBelowOne 0

CollectionSamplerTest

 testSharedStateSampler 0
 testSamplePrecondition 0
 testSampleTrivial 0.001

RejectionInversionZipfSamplerTest

 testToString 0.001
 testSharedStateSamplerWithZeroExponent 0
 testSharedStateSampler 0
 testConstructorThrowsWithNegativeExponent 0.001
 testConstructorThrowsWithZeroNumberOfElements 0

PermutationSamplerTest

 testSampleBoundaryCase 0
 testSubSampleChiSquareTest 0.003
 testShuffleNoDuplicates 0
 testShuffleHead 0.001
 testShuffleTail 0
 testSharedStateSampler 0
 testSamplePrecondition1 0.001
 testSamplePrecondition2 0
 testSamplePrecondition3 0
 testSamplePrecondition4 0.001
 testSampleChiSquareTest 0.001
 testNaturalZero 0
 testNatural 0.001
 testSampleTrivial 0

BoxMullerGaussianSamplerTest

 testConstructorThrowsWithZeroStandardDeviation 0

SmallMeanPoissonSamplerTest

 testConstructorThrowsWithZeroMean 0.001
 testSharedStateSampler 0
 testSampleUpperBounds(double)[1] 0.001
 testSampleUpperBounds(double)[2] 0
 testSampleUpperBounds(double)[3] 0
 testSampleUpperBounds(double)[4] 0.001
 testConstructorThrowsWithMeanThatSetsProbabilityP0ToZero 0

ListSamplerTest

 testSampleWhole 0.002
 testShuffleHead 0.001
 testShuffleTail 0
 testSamplePrecondition1 0
 testSamplePrecondition2 0
 testShuffleMatchesPermutationSamplerShuffleDirectional 0.002
 testShuffleMatchesPermutationSamplerShuffle 0.001
 testShuffleWithSmallLinkedList 0
 testShuffle 0.001
 testSample 0.007

DiscreteProbabilityCollectionSamplerTest

 testSampleWithProbabilityAtLastItem 0.002
 testPrecondition1 0
 testPrecondition2 0.001
 testPrecondition3 0
 testPrecondition4 0
 testPrecondition5 0
 testPrecondition6 0
 testPrecondition7 0
 testSharedStateSampler 0
 testSample 2.324
 testSampleUsingMap 0.001

SamplerBaseTest

 testToString 0
 testNextMethods 0.001

FastLoadedDiceRollerDiscreteSamplerTest

 testSingleWeight 0
 testFactoryConstructorWeights(double[])[1] 0.001
 testFactoryConstructorWeights(double[])[2] 0.001
 testFactoryConstructorWeights(double[])[3] 0
 testFactoryConstructorWeights(double[])[4] 0
 testFactoryConstructorWeights(double[])[5] 0
 testFactoryConstructorWeights(double[])[6] 0.001
 testFactoryConstructorWeights(double[])[7] 0
 testFactoryConstructorWeights(double[])[8] 0
 testFactoryConstructorWeights(double[])[9] 0.001
 testFactoryConstructorWeights(double[])[10] 0
 testFactoryConstructorWeights(double[])[11] 0
 testFactoryConstructorWeights(double[])[12] 0.001
 testFactoryConstructorWeights(double[])[13] 0
 testToString 0.001
 testScaledWeights(int)[1] 0.002
 testScaledWeights(int)[2] 0.002
 testScaledWeights(int)[3] 0.001
 testScaledWeights(int)[4] 0
 testScaledWeights(int)[5] 0
 testScaledWeights(int)[6] 0.001
 testSingleCategory 0
 testCheckArraySize(long)[1] 0
 testCheckArraySize(long)[2] 0
 testCheckArraySize(long)[3] 0.001
 testCheckArraySize(long)[4] 0.001
 testCheckArraySize(long)[5] 0.001
 testSamplesWeights(double[])[1] 0.003
 testSamplesWeights(double[])[2] 0.002
 testSamplesWeights(double[])[3] 0.002
 testSamplesWeights(double[])[4] 0.002
 testSamplesWeights(double[])[5] 0.002
 testSamplesWeights(double[])[6] 0.002
 testSamplesWeights(double[])[7] 0.002
 testSamplesWeights(double[])[8] 0.001
 testSamplesWeights(double[])[9] 0.001
 testSamplesWeights(double[])[10] 0.001
 testSamplesWeights(double[])[11] 0.001
 testFactoryConstructorFrequencies(long[])[1] 0
 testFactoryConstructorFrequencies(long[])[2] 0
 testFactoryConstructorFrequencies(long[])[3] 0.001
 testFactoryConstructorFrequencies(long[])[4] 0
 testFactoryConstructorFrequencies(long[])[5] 0.001
 testFactoryConstructorFrequencies(long[])[6] 0
 testFactoryConstructorFrequencies(long[])[7] 0
 testFactoryConstructorFrequencies(long[])[8] 0
 testFactoryConstructorFrequencies(long[])[9] 0
 testFactoryConstructorFrequencies(long[])[10] 0
 testSharedStateSampler(long[])[1] 0
 testSharedStateSampler(long[])[2] 0
 testIndexOfNonZero 0
 testAlphaRemovesWeights(int)[1] 0.001
 testAlphaRemovesWeights(int)[2] 0
 testAlphaRemovesWeights(int)[3] 0
 testSingleFrequency 0
 testSamplesWeightsMatchesFrequencies(long[])[1] 0.001
 testSamplesWeightsMatchesFrequencies(long[])[2] 0.001
 testSamplesWeightsMatchesFrequencies(long[])[3] 0
 testSamplesWeightsMatchesFrequencies(long[])[4] 0
 testSamplesWeightsMatchesFrequencies(long[])[5] 0.001
 testSamplesWeightsMatchesFrequencies(long[])[6] 0
 testSamplesFrequencies(long[])[1] 0.003
 testSamplesFrequencies(long[])[2] 0.001
 testSamplesFrequencies(long[])[3] 0.001
 testSamplesFrequencies(long[])[4] 0.002
 testSamplesFrequencies(long[])[5] 0.002
 testSamplesFrequencies(long[])[6] 0.001

BoxMullerLogNormalSamplerTest

 testConstructorThrowsWithZeroShape 0

UniformLongSamplerTest

 testSamplesWithLargeNonPowerOf2RangeIsRejectionMethod 0.001
 testSharedStateSamplerWithPowerOf2Range 0
 testSamplesWithPowerOf2Range 0.001
 testSharedStateSamplerWithRangeOf1 0.001
 testSamplesWithFullRange 0
 testToStringWithSmallRange 0
 testConstructorThrowsWithLowerAboveUpper 0
 testSharedStateSamplerWithSmallRange 0
 testToStringWithLargeRange 0
 testSamplesWithPowerOf2RangeIsBitShift 0.001
 testSharedStateSamplerWithLargeRange 0.001
 testToStringWithRangeOf1 0
 testSamplesWithSmallNonPowerOf2Range(long)[1] 0.002
 testSamplesWithSmallNonPowerOf2Range(long)[2] 0.001
 testSamplesWithSmallNonPowerOf2Range(long)[3] 0
 testSamplesWithSmallNonPowerOf2Range(long)[4] 0
 testSamplesWithSmallNonPowerOf2Range(long)[5] 0
 testSamplesWithSmallNonPowerOf2Range(long)[6] 0
 testSampleUniformityWithPowerOf2Range 0.001
 testOffsetSamplesWithPowerOf2Range 0
 testOffsetSamplesWithNonPowerOf2Range 0
 testSamplesWithRangeOf1 0
 testToStringWithPowerOf2Range 0
 testOffsetSamplesWithRangeOf1 0

LineSamplerTest

 testNonFiniteVertexCoordinates 0.002
 testSharedStateSampler1D 0
 testSharedStateSampler2D 0.001
 testSharedStateSampler3D 0
 testSharedStateSampler4D 0.001
 testDimensionMismatchThrows 0
 testChangedInputCoordinates1D 0.001
 testChangedInputCoordinates2D 0
 testChangedInputCoordinates3D 0
 testChangedInputCoordinates4D 0
 testDistribution1D 0.002
 testDistribution2D 0.001
 testDistribution3D 0.002
 testDistribution4D 0.001
 testExtremeValueCoordinates1D 0
 testExtremeValueCoordinates2D 0.001
 testExtremeValueCoordinates3D 0
 testExtremeValueCoordinates4D 0
 testInvalidDimensionThrows 0

CoordinatesTest

 testRequireFiniteWithMessageThrows 0.002
 testRequireLengthWithMessageThrows 0.001

ContinuousUniformSamplerTest

 testSamplerWithBoundsExcluded 0.001
 testTinyOpenIntervalSample 0.001
 testSharedStateSampler 0.001
 testNoRestrictionOnOrderOfLowAndHighParameters 0
 testInvalidOpenIntervalThrows 0.002
 testExcludeBounds 0.001

ContinuousSamplerTest

 testSamplesUnlimitedSize 0.002
 testSamples 0.001
 testSamples 0
 testSamples 0
 testSamples(int)[1] 0.001
 testSamples(int)[2] 0
 testSamples(int)[3] 0
 testSamples(int)[4] 0.001
 testSamples(int)[5] 0

LargeMeanPoissonSamplerTest

 testSharedStateSamplerWithIntegerMean 0.001
 testConstructorThrowsWithStateAndNegativeFractionalMean 0
 testSharedStateSamplerWithFractionalMean 0
 testConstructorThrowsWithMeanLargerThanUpperBound 0
 testConstructorThrowsWithMeanBelow1 0
 testConstructorThrowsWithStateAndFractionalMeanOne 0.001
 testCanComputeSameSamplesWhenConstructedWithState 0
 testConstructorThrowsWithStateAndNonFractionalMean 0.001

InverseTransformParetoSamplerTest

 testSharedStateSampler 0
 testConstructorThrowsWithZeroScale 0
 testConstructorThrowsWithZeroShape 0.001

MarsagliaTsangWangDiscreteSamplerTest

 testCreateDiscreteDistributionThrowsWithZeroLengthProbabilites 0.001
 testCreateDiscreteDistributionThrowsWithNullProbabilites 0
 testCreateBinomialDistributionWithSmallestP0ValueAndHighestProbabilityOfSuccess 0.001
 testCreateBinomialDistributionWithLargestTrialsAndSmallestProbabilityOfSuccess 0
 testSharedStateSamplerWith32bitStorage 0.026
 testCreateDiscreteDistributionThrowsWithInfiniteProbabilites 0
 testToString 0.001
 testCreateDiscreteDistributionThrowsWithInfiniteSumProbabilites 0
 testCreatePoissonDistributionWithSmallMean 0
 testBinomialSamplerToString 0.001
 testSharedStateSamplerWith8bitStorage 0
 testSharedStateSamplerWithInvertedBinomialDistribution 0
 testSharedStateSamplerWith16bitStorage 0.001
 testCreateDiscreteDistributionThrowsWithZeroSumProbabilites 0
 testCreateBinomialDistributionWithLargeNumberOfTrials 0.001
 testSharedStateSamplerWithFixedBinomialDistribution 0.001
 testCreateBinomialDistributionThrowsWithProbabilityAbove1 0
 testCreateBinomialDistributionThrowsWithProbabilityBelow0 0.001
 testCreatePoissonDistributionWithMaximumMean 0
 testRealProbabilityDistributionSamples 0.001
 testCreatePoissonDistributionWithMediumMean 0.001
 testCreatePoissonDistributionThrowsWithMeanLargerThanUpperBound 0
 testCreateDiscreteDistributionThrowsWithNaNProbabilites 0.001
 testCreateBinomialDistributionThrowsWithTrialsAboveMax 0
 testStorageRequirements8 0.001
 testCreateBinomialDistributionWithProbability50Percent 0
 testCreateBinomialDistributionThrowsWhenP0IsZero 0
 testCreateDiscreteDistributionThrowsWithNegativeProbabilites 0
 testOffsetSamples 0.009
 testCreateBinomialDistributionThrowsWithTrialsBelow0 0
 testCreatePoissonDistributionThrowsWithZeroMean 0.001
 testStorageRequirements16 0
 testCreateBinomialDistributionWithProbability0 0
 testCreateBinomialDistributionWithProbability1 0.001

AhrensDieterExponentialSamplerTest

 testConstructorThrowsWithZeroMean 0.001
 testSamplerWithZeroFromRandomGenerator 0.002
 testSharedStateSampler 0
 testSamplerWithOneFromRandomGenerator 0

BoxMullerNormalisedGaussianSamplerTest

 testSharedStateSampler 0

CombinationSamplerTest

 testNequalsZeroThrows 0.125
 testUniformWithKmoreThanHalfN 0.053
 testKequalsZeroThrows 0.001
 testSampleIsInDomain 0.001
 testSharedStateSampler 0.003
 testKgreaterThanNThrows 0.002
 testSampleWhenNequalsKIsNotShuffled 0.001
 testNisNegativeThrows 0.001
 testKisNegativeThrows 0
 testUniformWithKlessThanHalfN 0.007

CompositeSamplersTest

 testSharedStateDiscreteSamplerSamples 0.024
 testObjectSamplerSamples 0.02
 testSharedStateContinuousSamplerWithCustomFactory 0.003
 testSharedStateObjectSamplerSamplesWithCustomSharedStateDiscreteSamplerFactory 0.015
 testSharedStateDiscreteSamplerWithCustomFactory 0.001
 testObjectSamplerSamplesWithUniformWeights 0.009
 testSharedStateLongSamplerWithCustomFactory 0.001
 testSharedStateLongSamplerSamples 0.017
 testObjectSamplerSamplesWithVeryLargeWeights 0.018
 testEmptyBuilderThrows 0.001
 testInvalidWeights 0.002
 testSharedStateLongSampler 0
 testDiscreteSamplerSamples 0.011
 testSharedStateObjectSampler 0
 testNullSharedStateObjectSamplerThrows 0
 testDiscreteProbabilitySampler 0.097
 testObjectSamplerSamplesWithSubNormalWeights 0.015
 testSharedStateContinuousSamplerSamples 0.011
 testSingleSharedStateObjectSampler 0.001
 testSharedStateObjectSamplerWithCustomFactory 0
 testSharedStateObjectSamplerSamplesWithCustomDiscreteSamplerFactory 0.008
 testSharedStateDiscreteSampler 0.001
 testLongSamplerSamples 0.021
 testSharedStateObjectSamplerSamples 0.01
 testSharedStateContinuousSampler 0
 testContinuousSamplerSamples 0.014

GaussianSamplerTest

 testConstructorThrowsWithInfiniteStandardDeviation 0.001
 testConstructorThrowsWithNaNMean 0
 testSharedStateSamplerThrowsIfUnderlyingSamplerReturnsWrongSharedState 0.001
 testSharedStateSampler 0
 testSharedStateSamplerThrowsIfUnderlyingSamplerDoesNotShareState 0.001
 testConstructorThrowsWithZeroStandardDeviation 0
 testConstructorThrowsWithNaNStandardDeviation 0.001
 testConstructorThrowsWithInfiniteMean 0

LogNormalSamplerTest

 testSharedStateSamplerThrowsIfUnderlyingSamplerReturnsWrongSharedState 0.001
 testSharedStateSampler 0.001
 testSharedStateSamplerThrowsIfUnderlyingSamplerDoesNotShareState 0
 testConstructorThrowsWithZeroShape 0.001

TSamplerTest

 testConstructorThrowsWithBadDegreesOfFreedom(double)[1] 0.001
 testConstructorThrowsWithBadDegreesOfFreedom(double)[2] 0.001
 testConstructorThrowsWithBadDegreesOfFreedom(double)[3] 0
 testExtremelyLargeDegreesOfFreedom 0.001
 testSharedStateSampler(double)[1] 0.001
 testSharedStateSampler(double)[2] 0

InternalUtilsTest

 testFactorialLogCacheSizeAboveRepresentableFactorials 0
 testLogFactorialThrowsWhenNegative 0.001
 testFactorialLog 0
 testLogFactorialWithCacheThrowsWhenNegative 0.001
 testFactorial 0
 testFactorialThrowsWhenNotRepresentableAsLong 0.001
 testFactorialLogCacheExpansion 0
 testFactorialThrowsWhenNegative 0

LevySamplerTest

 testConstructorThrowsWithNegativeScale 0
 testSharedStateSampler 0
 testConstructorThrowsWithZeroScale 0.001
 testSupport 0.001

TriangleSamplerTest

 testNonFiniteVertexCoordinates 0.003
 testSharedStateSampler2D 0
 testSharedStateSampler3D 0
 testSharedStateSampler4D 0.001
 testSamplingAssumptions 0.001
 testTriangleContains 0.001
 testDimensionMismatchThrows 0.001
 testChangedInputCoordinates2D 0.001
 testChangedInputCoordinates3D 0
 testChangedInputCoordinates4D 0
 testDistribution2D 0.003
 testDistribution3D 0.003
 testDistribution4D 0.002
 testExtremeValueCoordinates2D 0
 testExtremeValueCoordinates3D 0
 testExtremeValueCoordinates4D 0.001
 testRotations3D 0
 testRotations4D 0
 testTransform3D 0
 testTransform4D 0
 testInvalidDimensionThrows 0.001

ZigguratSamplerTest

 testExponentialConstructorThrowsWithZeroMean 0.001
 testExponentialSamplesWithQuantiles(String, Function)[1] 0.857
 testExponentialSharedStateSampler 0
 testGaussianSamplesWithQuantiles(String, Function)[1] 0.854
 testExponentialSharedStateSamplerWithMean 0.001
 testGaussianSamplesWithUniformValues(String, Function)[1] 0.713
 testExponentialRecursion 0.001
 testExponentialSamplesWithUniformValues(String, Function)[1] 0.792
 testGaussianSharedStateSampler 0

StableSamplerTest

 testAlphaTooCloseToZeroThrows 0.002
 testDeltaNaNThrows 0
 testDeltaNegInfThrows 0
 testAlphaNaNThrows 0
 testSymmetry 0.006
 testSamplesWithAlpha1 0.001
 testRandomDeviatesUandW 0
 testZIsNotAlwaysAboveZero 0.001
 testTransformedSampler 0.001
 testExpM1 0
 testTan2 0.001
 testSpecializedBeta0CMSImplementation 0.001
 testToString 0
 testGammaInfThrows 0
 testBetaAboveOneThrows 0
 testSamplesWithZInfinite 0
 testD2 0.001
 testA2IsNotZero 0
 testConvergenceWithAlphaCloseTo1 0.002
 testExtremeInputsToSample 0.001
 testBetaBelowMinusOneThrows 0.001
 testAlpha1SamplesWithExtremePhi 0
 testDeltaInfThrows 0
 testAlphaAboveTwoThrows 0
 testSamplesWithZBelow0 0
 testSamplesWithAlphaNot1 0
 testSharedStateSampler 0.001
 testSymmetryLevy 0
 testAlphaBelowZeroThrows 0
 testGammaNotStrictlyPositiveThrows 0.001
 testBetaNaNThrows 0
 testSamplesWithDInfinite 0
 testImplementationsMatch 0.01
 testSinAlphaPhi 0
 testComputeDWhenZIsFiniteNonZero 0
 testCosPhiMinusAlphaPhiXi 0.065
 testBeta0SamplesWithDInfinite 0
 testWeronImplementationEdgeCase 0
 testAlphaZeroThrows 0
 testSamplerOutputIsContinuousFunction 0.018
 testTauLimits 0
 testGammaNaNThrows 0.001
 testSpecializedBeta0WeronImplementation 0
 testSupportWithTransformation 0.013
 testSupport 0
 testSinAlphaPhiMinusAtanZeta 0

LongSamplerTest

 testSamplesUnlimitedSize 0.001
 testSamples 0.002
 testSamples 0
 testSamples 0
 testSamples(int)[1] 0
 testSamples(int)[2] 0
 testSamples(int)[3] 0
 testSamples(int)[4] 0.001
 testSamples(int)[5] 0

KempSmallMeanPoissonSamplerTest

 testConstructorThrowsWithZeroMean 0.001
 testSummationTo1AtUpperBound 0
 testSummationFrom1AtUpperBound 0.001
 testSharedStateSampler 0
 testSamplerAtUpperBounds 0.007
 testConstructorThrowsWithNegativeMean 0
 testConstructorThrowsWithMeanLargerThanUpperBound 0.001
 testConstructorWithNaNMean 0

DiscreteSamplerParametricTest

 testSampling(DiscreteSamplerTestData)[1] 1.065
 testSampling(DiscreteSamplerTestData)[2] 0.099
 testSampling(DiscreteSamplerTestData)[3] 0.032
 testSampling(DiscreteSamplerTestData)[4] 0.067
 testSampling(DiscreteSamplerTestData)[5] 0.022
 testSampling(DiscreteSamplerTestData)[6] 1.492
 testSampling(DiscreteSamplerTestData)[7] 2.16
 testSampling(DiscreteSamplerTestData)[8] 0.059
 testSampling(DiscreteSamplerTestData)[9] 0.016
 testSampling(DiscreteSamplerTestData)[10] 0.019
 testSampling(DiscreteSamplerTestData)[11] 0.024
 testSampling(DiscreteSamplerTestData)[12] 0.347
 testSampling(DiscreteSamplerTestData)[13] 0.05
 testSampling(DiscreteSamplerTestData)[14] 0.039
 testSampling(DiscreteSamplerTestData)[15] 0.014
 testSampling(DiscreteSamplerTestData)[16] 0.331
 testSampling(DiscreteSamplerTestData)[17] 0.039
 testSampling(DiscreteSamplerTestData)[18] 0.046
 testSampling(DiscreteSamplerTestData)[19] 0.021
 testSampling(DiscreteSamplerTestData)[20] 0.024
 testSampling(DiscreteSamplerTestData)[21] 0.095
 testSampling(DiscreteSamplerTestData)[22] 0.093
 testSampling(DiscreteSamplerTestData)[23] 0.073
 testSampling(DiscreteSamplerTestData)[24] 0.021
 testSampling(DiscreteSamplerTestData)[25] 0.083
 testSampling(DiscreteSamplerTestData)[26] 0.072
 testSampling(DiscreteSamplerTestData)[27] 0.025
 testSampling(DiscreteSamplerTestData)[28] 0.014
 testSampling(DiscreteSamplerTestData)[29] 0.017
 testSampling(DiscreteSamplerTestData)[30] 0.017
 testSampling(DiscreteSamplerTestData)[31] 0.019
 testSampling(DiscreteSamplerTestData)[32] 0.029

GuideTableDiscreteSamplerTest

 testConstructorThrowsWithInfiniteSumProbabilites 0
 testConstructorThrowsWithNegativeProbabilites 0
 testConstructorThrowsWithZeroLengthProbabilites 0
 testNonUniformSamplesWithObservations 0.001
 testToString 0
 testConstructorThrowsWithNegativeAlpha 0
 testNonUniformSamplesWithZeroProbabilities 0
 testConstructorThrowsWithInfiniteProbabilites 0
 testSharedStateSampler 0
 testConstructorThrowsWithNullProbabilites 0
 testNonUniformSamplesWithProbabilities(double)[1] 0.001
 testNonUniformSamplesWithProbabilities(double)[2] 0.002
 testNonUniformSamplesWithProbabilities(double)[3] 0.002
 testConstructorThrowsWithZeroAlpha 0
 testBinomialSamples 0.002
 testNonUniformSamplesWithZeroObservations 0.001
 testConstructorThrowsWithZeroSumProbabilites 0
 testConstructorThrowsWithNaNProbabilites 0.001
 testUniformSamplesWithNoObservationLessThanTheMean 0
 testPoissonSamples 0.001

PoissonSamplerTest

 testSharedStateSamplerWithSmallMean 0
 testToString 0
 testSharedStateSamplerWithLargeMean 0

InverseTransformDiscreteSamplerTest

 testSharedStateSampler 0.001

PoissonSamplerCacheTest

 testMinimumCachedMean 0
 testCanComputeSameSamplesAsPoissonSamplerWithCacheAboveTheUpperRange 0.004
 testCreateSharedStateSamplerThrowsWithZeroMean 0.001
 testConstructorWhenMaxAboveMin 0.001
 testCanComputeSameSamplesAsPoissonSamplerWithPartialCacheCoveringUpperRange 0.001
 testCanComputeSameSamplesAsPoissonSamplerReusingCacheNoRange 0
 testWithRangeConstructorThrowsWhenMaxIsLessThanMin 0.001
 testConstructorWhenMinBelow0 0
 testCanComputeSameSamplesAsPoissonSamplerReusingCacheEntireRange 0.001
 testCreateSharedStateSamplerThrowsWithNonIntegerMean 0.001
 testWithRangeConstructorWhenCacheHasNoCapcity 0
 testWithRangeConstructorWhenMaxEqualsMin 0
 testCanComputeSameSamplesAsPoissonSamplerReusingCacheLowerRange 0
 testWithRangeConstructorWithNoCache 0
 testWithinRange 0
 testConstructorWhenMaxEqualsMin 0.001
 testCreatePoissonSampler 0
 testWithRangeConstructorWhenMinBelow0 0.001
 testCanComputeSameSamplesAsPoissonSamplerWithNoCache 0.001
 testCanComputeSameSamplesAsPoissonSamplerWithPartialCacheCoveringLowerRange 0
 testCanComputeSameSamplesAsPoissonSamplerWithFullRangeCache 0
 testConstructorThrowsWhenMaxIsLessThanMin 0
 testWithRangeConstructorWhenMaxAboveMin 0
 testCanComputeSameSamplesAsPoissonSamplerReusingCacheUpperRange 0.001
 testConstructorWithNoCache 0.001
 testConstructorWhenMaxBelow0 0

ChengBetaSamplerTest

 testConstructorThrowsWithZeroBeta 0
 testToString 0.001
 testSharedStateSamplerWithAlphaAndBetaAbove1AndAlphaAboveBeta 0
 testSharedStateSamplerWithAlphaAndBetaAbove1AndAlphaBelowBeta 0
 testConstructorThrowsWithZeroAlpha 0.001
 testSharedStateSamplerWithAlphaOrBetaBelow1AndAlphaAboveBeta 0
 testSharedStateSamplerWithAlphaOrBetaBelow1AndAlphaBelowBeta 0

ObjectSamplerTest

 testSamplesUnlimitedSize 0.002
 testSamples 0.005
 testSamples 0
 testSamples 0.001
 testSamples(int)[1] 0.017
 testSamples(int)[2] 0.001
 testSamples(int)[3] 0.001
 testSamples(int)[4] 0.001
 testSamples(int)[5] 0.001

DirichletSamplerTest

 testSymmetricDistributionThrowsWithInvalidNumberOfCategories 0.001
 testSymmetricDistributionThrowsWithInfiniteConcentration 0
 testToString 0.001
 testSymmetricDistributionThrowsWithZeroConcentration 0
 testSharedStateSampler 0.001
 testInvalidSampleIsIgnored 0.001
 testDistributionThrowsWithZeroConcentration 0
 testDistributionThrowsWithNaNConcentration 0.001
 testDistributionThrowsWithInvalidNumberOfCategories 0.001
 testSymmetricCaseMatchesGeneralCase 0.001
 testDistributionThrowsWithInfiniteConcentration 0
 testSampling1 0.101
 testSampling2 0.026
 testSampling3 0.036
 testSampling4 0.016
 testSampling5 0.04
 testSharedStateSamplerForSymmetricCase 0
 testSymmetricDistributionThrowsWithNaNConcentration 0.001

ZigguratNormalizedGaussianSamplerTest

 testInfiniteLoop 0.003
 testSharedStateSampler 0

DiscreteUniformSamplerTest

 testSampleRejectionWithNonPowerOf2Range 0.001
 testSamplesWithLargeNonPowerOf2RangeIsRejectionMethod 0
 testSharedStateSamplerWithPowerOf2Range 0
 testSamplesWithPowerOf2Range 0.001
 testSharedStateSamplerWithRangeOf1 0.001
 testSamplesWithFullRange 0
 testToStringWithSmallRange 0
 testConstructorThrowsWithLowerAboveUpper 0.001
 testSharedStateSamplerWithSmallRange 0
 testToStringWithLargeRange 0
 testSamplesWithPowerOf2RangeIsBitShift 0.001
 testSharedStateSamplerWithLargeRange 0
 testToStringWithRangeOf1 0
 testSamplesWithSmallNonPowerOf2Range 0
 testSampleUniformityWithPowerOf2Range 0.001
 testOffsetSamplesWithPowerOf2Range 0
 testOffsetSamplesWithNonPowerOf2Range 0
 testSamplesWithRangeOf1 0
 testSampleUniformityWithNonPowerOf2Range 0.002
 testToStringWithPowerOf2Range 0
 testOffsetSamplesWithRangeOf1 0

MarsagliaNormalisedGaussianSamplerTest

 testSamplePairIsRejected 0.001
 testSharedStateSampler 0

AliasMethodDiscreteSamplerTest

 testNonUniformSamplesWithObservations 0.002
 testSharedStateSamplerWithPowerOf2TableSize 0.001
 testConstructorThrowsWithNaNProbabilities 0
 testToString 0
 testNonUniformSamplesWithProbabilitiesPaddedToPowerOf2 0.001
 testNonUniformSamplesWithObservationsPaddedToPowerOf2 0.001
 testConstructorThrowsWithInfiniteProbabilities 0
 testNonUniformSamplesWithZeroProbabilities 0.001
 testConstructorThrowsWithNullProbabilities 0
 testConstructorThrowsWithZeroSumProbabilities 0
 testNonUniformSamplesWithProbabilities 0.001
 testConstructorThrowsWithInfiniteSumProbabilities 0.001
 testLargeTableSize 0.002
 testNonUniformSamplesWithProbabilitiesWithDefaultFactoryConstructor 0.001
 testBinomialSamples 0.001
 testConstructorThrowsWithNegativeProbabilities 0.001
 testNonUniformSamplesWithZeroObservations 0.001
 testUniformSamplesWithNoObservationLessThanTheMean 0
 testSharedStateSamplerWithNonPowerOf2TableSize 0
 testPoissonSamples 0.001
 testConstructorThrowsWithZeroLengthProbabilities 0

UnitBallSamplerTest

 testSharedStateSampler1D 0.002
 testSharedStateSampler2D 0
 testSharedStateSampler3D 0
 testSharedStateSampler4D 0.001
 checkVolumeFunctions 0.002
 testInvalidInverseNormalisation3D 0.002
 testInvalidInverseNormalisation4D 0
 testDistribution1D 0.002
 testDistribution2D 0.002
 testDistribution3D 0.002
 testDistribution4D 0.003
 testDistribution5D 0.005
 testDistribution6D 0.005
 testInvalidDimensionThrows 0

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