Path	Lines of Code
cognitive/src/test/python/synapsemltest/cognitive/__init__.py	1
cognitive/src/test/python/synapsemltest/cognitive/test_simple.py	20
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/AnamolyDetectionSuite.scala	192
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/ComputerVisionSuite.scala	405
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/FaceAPI.scala	182
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/FaceSuite.scala	252
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/FormOntologyLearnerSuite.scala	67
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/FormRecognizerSuite.scala	497
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/ImageSearchSuite.scala	109
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/TextAnalyticsSDKSuite.scala	202
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/TextAnalyticsSuite.scala	522
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split1/TranslatorSuite.scala	289
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split2/SearchWriterSuite.scala	282
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split2/SpeechToTextSuite.scala	72
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split2/TextToSpeechSuite.scala	40
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split3/SpeechToTextSDKSuite.scala	383
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/cognitive/split4/MultivariateAnamolyDetectionSuite.scala	189
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/core/utils/utils/ModelEqualitySuite.scala	40
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/core/utils/utils/SlicerFunctionsSuite.scala	30
cognitive/src/test/scala/com/microsoft/azure/synapse/ml/geospatial/AzureMapsSuite.scala	201
core/src/test/R/testthat.R	3
core/src/test/R/testthat/setup-spark.R	5
core/src/test/R/testthat/test-basic.R	10
core/src/test/python/MANIFEST.in	4
core/src/test/python/__init__.py	1
core/src/test/python/setup.py	25
core/src/test/python/synapsemltest/__init__.py	1
core/src/test/python/synapsemltest/cyber/__init__.py	1
core/src/test/python/synapsemltest/cyber/anamoly/__init__.py	1
core/src/test/python/synapsemltest/cyber/anamoly/test_collaborative_filtering.py	548
core/src/test/python/synapsemltest/cyber/anamoly/test_complement_access.py	73
core/src/test/python/synapsemltest/cyber/explain_tester.py	33
core/src/test/python/synapsemltest/cyber/feature/__init__.py	1
core/src/test/python/synapsemltest/cyber/feature/test_indexers.py	111
core/src/test/python/synapsemltest/cyber/feature/test_scalers.py	98
core/src/test/python/synapsemltest/cyber/utils/__init__.py	1
core/src/test/python/synapsemltest/cyber/utils/test_spark_utils.py	96
core/src/test/python/synapsemltest/nn/__init__.py	1
core/src/test/python/synapsemltest/nn/test_ball_tree.py	13
core/src/test/python/synapsemltest/recommendation/__init__.py	1
core/src/test/python/synapsemltest/recommendation/test_ranking.py	88
core/src/test/scala/com/microsoft/azure/synapse/ml/Secrets.scala	48
core/src/test/scala/com/microsoft/azure/synapse/ml/automl/VerifyFindBestModel.scala	84
core/src/test/scala/com/microsoft/azure/synapse/ml/automl/VerifyTuneHyperparameters.scala	143
core/src/test/scala/com/microsoft/azure/synapse/ml/codegen/TestGen.scala	60
core/src/test/scala/com/microsoft/azure/synapse/ml/core/ml/HashingTFSpec.scala	69
core/src/test/scala/com/microsoft/azure/synapse/ml/core/ml/IDFSpec.scala	84
core/src/test/scala/com/microsoft/azure/synapse/ml/core/ml/NGramSpec.scala	60
core/src/test/scala/com/microsoft/azure/synapse/ml/core/ml/OneHotEncoderSpec.scala	85
core/src/test/scala/com/microsoft/azure/synapse/ml/core/ml/Word2VecSpec.scala	77
core/src/test/scala/com/microsoft/azure/synapse/ml/core/schema/SparkBindingsTest.scala	24
core/src/test/scala/com/microsoft/azure/synapse/ml/core/schema/TestCategoricals.scala	33
core/src/test/scala/com/microsoft/azure/synapse/ml/core/schema/VerifyFastVectorAssembler.scala	76
core/src/test/scala/com/microsoft/azure/synapse/ml/core/schema/VerifySparkSchema.scala	38
core/src/test/scala/com/microsoft/azure/synapse/ml/core/serialize/ValidateComplexParamSerializer.scala	78
core/src/test/scala/com/microsoft/azure/synapse/ml/core/test/base/SparkSessionFactory.scala	38
core/src/test/scala/com/microsoft/azure/synapse/ml/core/test/base/TestBase.scala	215
core/src/test/scala/com/microsoft/azure/synapse/ml/core/test/benchmarks/Benchmarks.scala	102
core/src/test/scala/com/microsoft/azure/synapse/ml/core/test/fuzzing/Fuzzing.scala	279
core/src/test/scala/com/microsoft/azure/synapse/ml/core/utils/VerifyClusterUtil.scala	12
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/HasExplainTargetSuite.scala	28
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/ICEExplainerSuite.scala	122
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/KernelSHAPSamplerSupportSuite.scala	67
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/LassoRegressionSuite.scala	65
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/LeastSquaresRegressionSuite.scala	64
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/SamplerSuite.scala	209
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/TabularLIMEExplainerSuite.scala	140
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/TabularSHAPExplainerSuite.scala	64
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/TextExplainersSuite.scala	105
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/VectorLIMEExplainerSuite.scala	92
core/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split1/VectorSHAPExplainerSuite.scala	99
core/src/test/scala/com/microsoft/azure/synapse/ml/exploratory/AggregateBalanceMeasureSuite.scala	99
core/src/test/scala/com/microsoft/azure/synapse/ml/exploratory/DataBalanceTestBase.scala	120
core/src/test/scala/com/microsoft/azure/synapse/ml/exploratory/DistributionBalanceMeasureSuite.scala	83
core/src/test/scala/com/microsoft/azure/synapse/ml/exploratory/FeatureBalanceMeasureSuite.scala	62
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/VerifyCleanMissingData.scala	190
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/VerifyCountSelector.scala	30
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/VerifyDataConversion.scala	143
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/VerifyFeaturize.scala	239
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/VerifyValueIndexer.scala	99
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/text/MultiNGramSpec.scala	32
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/text/PageSplitterSpec.scala	33
core/src/test/scala/com/microsoft/azure/synapse/ml/featurize/text/TextFeaturizerSpec.scala	72
core/src/test/scala/com/microsoft/azure/synapse/ml/flaky/PartitionConsolidatorSuite.scala	62
core/src/test/scala/com/microsoft/azure/synapse/ml/image/ImageTestUtils.scala	88
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split1/BinaryFileReaderSuite.scala	146
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split1/HTTPTransformerSuite.scala	105
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split1/ImageReaderSuite.scala	156
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split1/ParserSuite.scala	64
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split1/PowerBiSuite.scala	62
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split1/SimpleHTTPTransformerSuite.scala	60
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split2/ContinuousHTTPSuite.scala	95
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split2/DistributedHTTPSuite.scala	344
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split2/HTTPSuite.scala	39
core/src/test/scala/com/microsoft/azure/synapse/ml/io/split2/HTTPv2Suite.scala	353
core/src/test/scala/com/microsoft/azure/synapse/ml/isolationforest/VerifyIsolationForest.scala	71
core/src/test/scala/com/microsoft/azure/synapse/ml/lime/LIMESuite.scala	49
core/src/test/scala/com/microsoft/azure/synapse/ml/lime/SuperpixelSuite.scala	68
core/src/test/scala/com/microsoft/azure/synapse/ml/lime/SuperpixelTransformerSuite.scala	18
core/src/test/scala/com/microsoft/azure/synapse/ml/lime/TextLIMESuite.scala	71
core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/DatabricksTests.scala	55
core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/DatabricksUtilities.scala	301
core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/SprayUtilities.scala	39
core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/SynapseTests.scala	66
core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/SynapseUtilities.scala	238
core/src/test/scala/com/microsoft/azure/synapse/ml/nn/BallTreeTest.scala	111
core/src/test/scala/com/microsoft/azure/synapse/ml/nn/ConditionalBallTreeTest.scala	115
core/src/test/scala/com/microsoft/azure/synapse/ml/nn/KNNTest.scala	70
core/src/test/scala/com/microsoft/azure/synapse/ml/recommendation/RankingAdapterSpec.scala	17
core/src/test/scala/com/microsoft/azure/synapse/ml/recommendation/RankingEvaluatorSpec.scala	66
core/src/test/scala/com/microsoft/azure/synapse/ml/recommendation/RankingTestBase.scala	88
core/src/test/scala/com/microsoft/azure/synapse/ml/recommendation/RankingTrainValidationSpec.scala	34
core/src/test/scala/com/microsoft/azure/synapse/ml/recommendation/RecommendationIndexerSpec.scala	32
core/src/test/scala/com/microsoft/azure/synapse/ml/recommendation/SARSpec.scala	186
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/BatchIteratorSuite.scala	56
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/CacherSuite.scala	25
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/ClassBalancerSuite.scala	30
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/DropColumnsSuite.scala	44
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/EnsembleByKeySuite.scala	76
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/ExplodeSuite.scala	22
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/LambdaSuite.scala	24
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/MiniBatchTransformerSuite.scala	135
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/MultiColumnAdapterSpec.scala	49
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/RenameColumnSuite.scala	21
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/RepartitionSuite.scala	43
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/SelectColumnsSuite.scala	58
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/StratifiedRepartitionSuite.scala	77
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/SummarizeDataSuite.scala	44
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/TextPreprocessorSuite.scala	104
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/TimerSuite.scala	62
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/UDFSuite.scala	17
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/UDFTransformerSuite.scala	96
core/src/test/scala/com/microsoft/azure/synapse/ml/stages/UnicodeNormalizeSuite.scala	39
core/src/test/scala/com/microsoft/azure/synapse/ml/train/VerifyComputeModelStatistics.scala	279
core/src/test/scala/com/microsoft/azure/synapse/ml/train/VerifyComputePerInstanceStatistics.scala	139
core/src/test/scala/com/microsoft/azure/synapse/ml/train/VerifyTrainClassifier.scala	280
core/src/test/scala/com/microsoft/azure/synapse/ml/train/VerifyTrainRegressor.scala	132
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/cntk/CNTKBindingSuite.scala	108
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/cntk/CNTKModelSuite.scala	185
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/cntk/ImageFeaturizerSuite.scala	140
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/downloader/DownloaderSuite.scala	59
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/explainers/ImageExplainersSuite.scala	27
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split2/ImageLIMEExplainerSuite.scala	46
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/explainers/split3/ImageSHAPExplainerSuite.scala	33
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/lime/ImageLIMESuite.scala	92
deep-learning/src/test/scala/com/microsoft/azure/synapse/ml/onnx/ONNXModelSuite.scala	237
lightgbm/src/test/scala/com/microsoft/azure/synapse/ml/lightgbm/split1/VerifyLightGBMClassifier.scala	620
lightgbm/src/test/scala/com/microsoft/azure/synapse/ml/lightgbm/split2/VerifyLightGBMRanker.scala	112
lightgbm/src/test/scala/com/microsoft/azure/synapse/ml/lightgbm/split2/VerifyLightGBMRegressor.scala	172
opencv/src/test/scala/com/microsoft/azure/synapse/ml/image/ResizeImageTransformerSuite.scala	87
opencv/src/test/scala/com/microsoft/azure/synapse/ml/opencv/ImageSetAugmenterSuite.scala	25
opencv/src/test/scala/com/microsoft/azure/synapse/ml/opencv/ImageTransformerSuite.scala	338
src/test/scala/com/microsoft/azure/synapse/ml/core/test/fuzzing/FuzzingTest.scala	257
tools/pytest/run_all_tests.py	8
tools/tests/run_r_tests.R	10
tools/tests/tags.sh	52
vw/src/test/python/synapsemltest/vw/__init__.py	1
vw/src/test/python/synapsemltest/vw/test_vw.py	37
vw/src/test/python/synapsemltest/vw/test_vw_cb.py	154
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VWContextualBandidSpec.scala	310
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VerifyVectorZipper.scala	26
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VerifyVowpalWabbitClassifier.scala	209
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VerifyVowpalWabbitFeaturizer.scala	208
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VerifyVowpalWabbitInteractions.scala	47
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VerifyVowpalWabbitMurmurWithPrefix.scala	54
vw/src/test/scala/com/microsoft/azure/synapse/ml/vw/VerifyVowpalWabbitRegressor.scala	145