path	# lines of code
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/Exporter.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/ObjectSubjectRatingTriplet.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/util/RecommendationDatasetDataBuilder.java	25
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/util/RecommendationBinaryDatasetDataBuilder.java	37
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/util/MatrixFactorizationGradient.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/util/RecommendationDatasetData.java	62
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/util/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/RecommendationTrainer.java	196
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/RecommendationModel.java	27
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/recommendation/ObjectSubjectPair.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.java	104
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.java	34
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/sequential/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/parallel/ModelsParallelComposition.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.java	58
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/parallel/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/combinators/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.java	15
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/predictionsaggregator/WeightedPredictionsAggregator.java	48
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/predictionsaggregator/OnMajorityPredictionsAggregator.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/predictionsaggregator/MeanValuePredictionsAggregator.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/predictionsaggregator/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/ModelsCompositionFormat.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/ModelsComposition.java	51
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/ModelOnFeaturesSubspace.java	39
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/GDBModel.java	76
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.java	56
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceCheckerFactory.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/median/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceCheckerFactory.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.java	53
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/mean/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/ConvergenceCheckerFactory.java	15
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStubFactory.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.java	31
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/simple/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.java	65
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/convergence/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/GDBBinaryClassifierTrainer.java	64
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/GDBTrainer.java	129
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/GDBRegressionTrainer.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.java	133
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/loss/LogLoss.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/loss/SquaredError.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/loss/Loss.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/loss/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/boosting/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.java	76
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/stacking/StackedModel.java	15
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.java	57
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.java	160
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/stacking/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/DatasetMapping.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/CompositionUtils.java	40
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/bagging/BaggedTrainer.java	96
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/bagging/BaggedModel.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/bagging/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/composition/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/UpstreamTransformer.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/UpstreamEntry.java	15
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/PartitionDataBuilder.java	20
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/data/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/context/EmptyContext.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/context/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.java	34
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/DatasetWrapper.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapData.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.java	52
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.java	43
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/builder/data/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/builder/context/EmptyContextBuilder.java	12
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/builder/context/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/builder/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/primitive/SimpleDataset.java	100
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/DatasetFactory.java	240
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/Dataset.java	55
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/ObjectHistogram.java	60
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/BucketMeta.java	30
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/DistributionComputer.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/FeatureMeta.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/Histogram.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.java	108
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/impl/DummyVectorizer.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/impl/ObjectArrayVectorizer.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.java	30
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/impl/DoubleArrayVectorizer.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/impl/BinaryObjectVectorizer.java	65
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/impl/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.java	69
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/extractor/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/feature/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/DatasetBuilder.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/PartitionContextBuilder.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.java	115
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/local/LocalDataset.java	47
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/local/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedVector.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.java	46
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/bootstrapping/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/impl/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/dataset/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/ModelSignature.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/Model.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/json/JSONWritable.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/json/JacksonHelper.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/json/JSONModelMixIn.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/json/JSONModel.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/json/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/util/DirectorySerializer.java	74
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/util/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/parser/ModelParser.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/parser/IgniteModelParser.java	20
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/parser/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/reader/ModelReader.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/reader/InMemoryModelReader.java	26
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/reader/FileSystemModelReader.java	27
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/reader/ModelStorageModelReader.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/reader/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/IgniteModelStorageUtil.java	149
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/ModelDescriptor.java	40
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/builder/AsyncModelBuilder.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/builder/SyncModelBuilder.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/builder/IgniteDistributedModelBuilder.java	175
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/builder/SingleModelBuilder.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/builder/ThreadedModelBuilder.java	33
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/builder/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/ModelStorage.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/File.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/IgniteModelStorageProvider.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/FileOrDirectory.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/DefaultModelStorage.java	195
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/ModelStorageProvider.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/ModelStorageFactory.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/LocalModelStorageProvider.java	48
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/Directory.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/model/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/descriptor/ModelDescriptorStorageFactory.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/descriptor/LocalModelDescriptorStorage.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/descriptor/ModelDescriptorStorage.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/descriptor/IgniteModelDescriptorStorage.java	31
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/descriptor/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/storage/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/inference/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/sql/SqlDatasetBuilder.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/sql/SQLFunctions.java	52
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/sql/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/pipeline/PipelineMdl.java	36
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/pipeline/Pipeline.java	77
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/pipeline/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/Exportable.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/kmeans/ClusterizationModel.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/kmeans/KMeansTrainer.java	225
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/kmeans/KMeansModel.java	152
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/kmeans/KMeansModelFormat.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/kmeans/Clusterer.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/kmeans/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/CovarianceMatricesAggregator.java	87
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/GmmTrainer.java	304
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/MeanWithClusterProbAggregator.java	94
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/GmmModel.java	25
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/NewComponentStatisticsAggregator.java	71
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/GmmPartitionData.java	105
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/gmm/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/clustering/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/DatasetTrainer.java	156
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/AdaptableDatasetModel.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/MultiLabelDatasetTrainer.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/TrainerTransformers.java	128
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/transformers/BaggingUpstreamTransformer.java	27
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/transformers/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/SingleLabelDatasetTrainer.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/FeatureLabelExtractor.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.java	134
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/trainers/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/Parametrized.java	3
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/SmoothParametrized.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/BaseParametrized.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.java	97
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/NesterovUpdateCalculator.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/SimpleGDParameterUpdate.java	38
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/SimpleGDUpdateCalculator.java	34
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/RPropUpdateCalculator.java	69
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/NesterovParameterUpdate.java	38
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/updatecalculators/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/LossFunctions.java	67
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/optimization/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/classification/KNNClassificationTrainer.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/classification/KNNClassificationModel.java	79
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/classification/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.java	172
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/indices/SpatialIndex.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.java	84
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/indices/SpatialIndexType.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/KNNUtils.java	33
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/PointWithDistanceUtil.java	37
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/PointWithDistance.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/utils/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/ann/ProbableLabel.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/ann/ANNClassificationModel.java	210
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/ann/KNNModelFormat.java	40
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/ann/ANNModelFormat.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.java	207
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/ann/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/KNNPartitionDataBuilder.java	49
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/NNClassificationModel.java	141
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/KNNTrainer.java	57
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/KNNModel.java	45
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/regression/KNNRegressionModel.java	50
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/regression/KNNRegressionTrainer.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/regression/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/knn/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/Utils.java	81
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/genetic/Population.java	65
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/genetic/CrossoverStrategy.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/genetic/SelectionStrategy.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/genetic/Chromosome.java	38
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/genetic/GeneticAlgorithm.java	246
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/genetic/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/LRUCache.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/LRUCacheExpirationListener.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/MnistUtils.java	113
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorsFamily.java	78
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/vector/ParametricVectorGenerator.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/vector/VectorGeneratorPrimitives.java	54
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/vector/VectorGenerator.java	97
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/vector/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/scalar/UniformRandomProducer.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/scalar/RandomProducerWithGenerator.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/scalar/GaussRandomProducer.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/scalar/RandomProducer.java	27
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/scalar/DiscreteRandomProducer.java	99
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/scalar/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/primitives/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/DataStreamGenerator.java	73
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/standard/GaussianMixtureDataStream.java	42
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/standard/RegressionDataStream.java	43
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/standard/TwoSeparableClassesDataStream.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/standard/RingsDataStream.java	37
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/standard/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/DatasetBuilderAdapter.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/generators/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/ModelTrace.java	59
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/plugin/MLPlugin.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/plugin/MLPluginConfiguration.java	32
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/plugin/MLPluginProvider.java	109
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/plugin/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/util/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/VectorStorage.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/Vector.java	91
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/AbstractVector.java	583
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/storage/VectorViewStorage.java	85
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/storage/VectorizedViewMatrixStorage.java	105
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/storage/DenseVectorStorage.java	139
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/storage/SparseVectorStorage.java	97
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/storage/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/NamedVector.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/VectorizedViewMatrix.java	77
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/DelegatingNamedVector.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/DenseVector.java	49
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/DelegatingVector.java	243
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/VectorView.java	37
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/SparseVector.java	59
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/impl/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/VectorUtils.java	122
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/vector/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/MatrixStorage.java	20
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/AbstractMatrix.java	554
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/LUDecomposition.java	197
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/Matrix.java	81
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/OrderedMatrix.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/storage/DenseMatrixStorage.java	111
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/storage/SparseMatrixStorage.java	154
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/storage/ViewMatrixStorage.java	100
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/storage/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/impl/SparseMatrix.java	48
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/impl/ViewMatrix.java	31
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/impl/DenseMatrix.java	54
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/impl/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/matrix/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/primitives/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/MetaAttributes.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/MinkowskiDistance.java	42
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/BrayCurtisDistance.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/JaccardIndex.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/DistanceMeasure.java	34
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/ChebyshevDistance.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/CanberraDistance.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/WeightedMinkowskiDistance.java	53
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/EuclideanDistance.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/JensenShannonDistance.java	42
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/ManhattanDistance.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/CosineSimilarity.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/HammingDistance.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/distances/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/Destroyable.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/Blas.java	183
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/UnsupportedOperationException.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/datastructures/NoLabelVectorException.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/datastructures/FileParsingException.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/datastructures/EmptyFileException.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/datastructures/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/RowIndexException.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/MathRuntimeException.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/MathIllegalArgumentException.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/NoDataException.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/SingularMatrixException.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/ColumnIndexException.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/NonSquareMatrixException.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/CardinalityException.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/math/IndexException.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/preprocessing/UndefinedLabelException.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/preprocessing/UnknownCategorialValueException.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/preprocessing/NonDoubleVectorException.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/preprocessing/IllegalFeatureTypeException.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/preprocessing/IllegalLabelTypeException.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/preprocessing/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/exceptions/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteBiConsumer.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteFunction.java	16
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteConsumer.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IntIntDoubleToVoidFunction.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteSupplier.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteBinaryOperator.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteCurriedBiFunction.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteIntIntToIntBiFunction.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteToDoubleFunction.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IntDoubleToVoidFunction.java	3
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteDoubleConsumer.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteDifferentiableDoubleToDoubleFunction.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteBiFunction.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteTriConsumer.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteDoubleFunction.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IntIntToDoubleFunction.java	3
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteCurriedTriFunction.java	3
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteIntDoubleToDoubleBiFunction.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/Functions.java	96
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/IgniteTriFunction.java	12
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/functions/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/util/MapUtil.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/util/MatrixUtil.java	153
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/util/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/Tracer.java	317
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/StorageOpsMetrics.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/StorageConstants.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/stat/DistributionMixture.java	44
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/stat/MultivariateGaussianDistribution.java	38
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/stat/Distribution.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/stat/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/IterativeSolverResult.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/LSQRResult.java	62
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.java	77
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/LSQRPartitionContext.java	12
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/AbstractLSQR.java	179
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/lsqr/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/isolve/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/math/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/Preprocessor.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationPreprocessor.java	25
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/finalization/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/PreprocessingTrainer.java	63
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/developer/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.java	38
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/normalization/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/binarization/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.java	74
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/minmaxscaling/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPartitionData.java	17
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.java	70
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerPreprocessor.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerData.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/standardscaling/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/EncoderType.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/label/LabelEncoderPreprocessor.java	31
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/label/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/EncoderPartitionData.java	33
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/EncoderSortingStrategy.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.java	44
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/stringencoder/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.java	74
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/onehotencoder/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/frequency/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.java	369
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/encoding/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.java	311
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/imputing/ImputerPartitionData.java	48
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/imputing/ImputingStrategy.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/imputing/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.java	28
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPartitionData.java	12
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.java	56
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/maxabsscaling/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/preprocessing/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/multiclass/MultiClassModel.java	58
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/multiclass/OneVsRestTrainer.java	87
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/multiclass/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/DatasetRow.java	51
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/FeatureMetadata.java	36
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/LabeledVectorSetTestTrainPair.java	58
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/Dataset.java	110
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/preprocessing/LabeledDatasetLoader.java	83
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/preprocessing/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/LabeledVectorSet.java	90
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/LabeledVector.java	46
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.java	42
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/partition/LabelPartitionDataOnHeap.java	12
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/partition/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/structures/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/IgniteModel.java	50
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/cv/CrossValidationResult.java	99
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/cv/DebugCrossValidation.java	40
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/cv/AbstractCrossValidation.java	232
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/cv/CrossValidation.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/cv/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.java	317
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/context/EmptyContext.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/context/EvaluationContext.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/context/BinaryClassificationEvaluationContext.java	81
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/context/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.java	97
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/aggregator/RegressionMetricStatsAggregator.java	77
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/aggregator/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.java	43
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/evaluator/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/LabelPair.java	15
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/Fdr.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/Npv.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/BinaryClassificationMetric.java	25
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/FallOut.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/Accuracy.java	25
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/FalseNegativeAbsoluteValue.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/MissRate.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/Specificity.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/BalancedAccuracy.java	25
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/Precision.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/Recall.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/TrueNegativeAbsoluteValue.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/FMeasure.java	39
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/FalsePositiveAbsoluteValue.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/TruePositiveAbsoluteValue.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/classification/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/Metric.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/MetricName.java	91
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/regression/Rss.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/regression/Mse.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/regression/Mae.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/regression/R2.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/regression/Rmse.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/regression/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/metric/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/cursor/LabelPairCursor.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.java	62
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.java	58
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/cursor/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/scoring/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/split/mapper/UniformMapper.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/split/mapper/SHA256UniformMapper.java	39
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/split/mapper/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/split/TrainTestDatasetSplitter.java	43
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/split/TrainTestSplit.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/split/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/ParamGrid.java	43
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/ParameterSetGenerator.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/BruteForceStrategy.java	6
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/RandomStrategy.java	30
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.java	64
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/HyperParameterTuningStrategy.java	4
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/selection/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/LearningEnvironment.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/LearningEnvironmentBuilder.java	38
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/logging/ConsoleLogger.java	43
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/logging/MLLogger.java	16
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/logging/NoOpLogger.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/logging/CustomMLLogger.java	44
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/logging/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/deploy/DeployingContextImpl.java	39
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/deploy/DeployableObject.java	5
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/deploy/DeployingContext.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/deploy/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/DefaultLearningEnvironmentBuilder.java	108
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/parallelism/DefaultParallelismStrategy.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/parallelism/ParallelismStrategy.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/parallelism/Promise.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/parallelism/NoParallelismStrategy.java	39
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/parallelism/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/environment/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/MLPLayer.java	12
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/ReplicatedVectorMatrix.java	318
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/Activators.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/initializers/MLPInitializer.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/initializers/RandomInitializer.java	22
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/initializers/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/MLPState.java	20
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/UpdatesStrategy.java	27
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/MultilayerPerceptron.java	278
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/architecture/LayerArchitecture.java	11
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/architecture/MLPArchitecture.java	53
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/architecture/TransformationLayerArchitecture.java	18
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/architecture/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/MLPTrainer.java	197
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/nn/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/FileExporter.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/logistic/LogisticRegressionSGDTrainer.java	131
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/logistic/LogisticRegressionModel.java	165
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/logistic/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/linear/LinearRegressionModel.java	126
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/linear/LinearRegressionLSQRTrainer.java	60
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/linear/LinearRegressionSGDTrainer.java	133
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/linear/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/regressions/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeLeafNode.java	23
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.java	40
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/data/TreeDataIndex.java	82
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/data/DecisionTreeData.java	87
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/data/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeClassificationTrainer.java	73
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeModel.java	66
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeConditionalNode.java	59
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeRegressionTrainer.java	30
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/RandomForestRegressionTrainer.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/NodeSplit.java	31
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/NodeId.java	32
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/FeaturesCountSelectionStrategies.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogram.java	29
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/GiniHistogram.java	119
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/MSEHistogramComputer.java	8
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/MSEHistogram.java	139
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/basic/CountersHistogram.java	19
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/basic/BootstrappedVectorsHistogram.java	21
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/basic/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogramsComputer.java	105
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/GiniHistogramsComputer.java	13
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/impurity/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/TreeNode.java	101
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/RandomForestTreeModel.java	74
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/MeanValueStatistic.java	26
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/ClassifierLeafValuesComputer.java	53
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/LeafValuesComputer.java	71
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/RegressionLeafValuesComputer.java	24
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/NormalDistributionStatistics.java	42
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/statistics/NormalDistributionStatisticsComputer.java	66
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/data/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/RandomForestClassifierTrainer.java	68
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.java	202
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/RandomForestModel.java	65
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/randomforest/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/TreeFilter.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/leaf/MostCommonDecisionTreeLeafBuilder.java	53
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/leaf/MeanDecisionTreeLeafBuilder.java	41
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/leaf/DecisionTreeLeafBuilder.java	9
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/leaf/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeTrainer.java	170
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/boosting/GDBBinaryClassifierOnTreesTrainer.java	47
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/boosting/GDBOnTreesLearningStrategy.java	71
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/boosting/GDBRegressionOnTreesTrainer.java	47
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/boosting/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/gini/GiniImpurityMeasure.java	57
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/gini/GiniImpurityMeasureCalculator.java	74
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/gini/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/ImpurityMeasure.java	10
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/util/StepFunctionCompressor.java	15
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/util/StepFunction.java	92
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/util/SimpleStepFunctionCompressor.java	70
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/util/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/mse/MSEImpurityMeasure.java	65
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/mse/MSEImpurityMeasureCalculator.java	67
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/mse/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/ImpurityMeasureCalculator.java	30
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/impurity/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/NodeData.java	44
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/DecisionTreeNode.java	14
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/tree/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/BayesModel.java	7
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesModel.java	151
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesTrainer.java	102
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/compound/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.java	120
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesSumsHolder.java	32
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesTrainer.java	155
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/discrete/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesTrainer.java	125
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesSumsHolder.java	35
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.java	116
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/gaussian/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/naivebayes/package-info.java	1
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/svm/SVMLinearClassificationTrainer.java	204
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/svm/SVMLinearClassificationModel.java	162
modules/ml-ext/ml/src/main/java/org/apache/ignite/ml/svm/package-info.java	1
modules/ml-ext/ml/src/main/resources/org/apache/ignite/ml/math/d3-vector-template.html	78
modules/ml-ext/ml/src/main/resources/org/apache/ignite/ml/math/d3-dataset-template.html	78
modules/ml-ext/ml/src/main/resources/org/apache/ignite/ml/math/d3-matrix-template.html	89
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/XGModelComposition.java	53
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/XGBoostModelVisitor.java	10
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/XGBoostModelBaseVisitor.java	22
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/XGBoostModelListener.java	16
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/XGBoostModelLexer.java	148
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/visitor/XGTreeVisitor.java	46
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/visitor/XGModelVisitor.java	36
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/visitor/XGTreeDictionaryVisitor.java	15
modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/visitor/package-info.java	1
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modules/ml-ext/ml/xgboost-model-parser/src/main/java/org/apache/ignite/ml/xgboost/parser/package-info.java	1
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modules/ml-ext/ml/spark-model-parser/src/main/java/org/apache/ignite/ml/sparkmodelparser/SparkModelParser.java	568
modules/ml-ext/ml/spark-model-parser/src/main/java/org/apache/ignite/ml/sparkmodelparser/SupportedSparkModels.java	20
modules/ml-ext/ml/spark-model-parser/src/main/java/org/apache/ignite/ml/sparkmodelparser/UnsupportedSparkModelException.java	8
modules/ml-ext/ml/spark-model-parser/src/main/java/org/apache/ignite/ml/sparkmodelparser/package-info.java	1
modules/ml-ext/ml/catboost-model-parser/src/main/java/org/apache/ignite/ml/catboost/CatboostClassificationModelParser.java	20
modules/ml-ext/ml/catboost-model-parser/src/main/java/org/apache/ignite/ml/catboost/CatboostClassificationModel.java	38
modules/ml-ext/ml/catboost-model-parser/src/main/java/org/apache/ignite/ml/catboost/CatboostRegressionModelParser.java	20
modules/ml-ext/ml/catboost-model-parser/src/main/java/org/apache/ignite/ml/catboost/CatboostRegressionModel.java	37
modules/ml-ext/ml/catboost-model-parser/src/main/java/org/apache/ignite/ml/catboost/package-info.java	1
modules/ml-ext/ml/h2o-model-parser/src/main/java/org/apache/ignite/ml/h2o/H2OMojoModelParser.java	54
modules/ml-ext/ml/h2o-model-parser/src/main/java/org/apache/ignite/ml/h2o/H2OMojoModel.java	50
modules/ml-ext/ml/h2o-model-parser/src/main/java/org/apache/ignite/ml/h2o/package-info.java	1
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/elb/TcpDiscoveryAlbIpFinder.java	96
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/elb/TcpDiscoveryElbIpFinder.java	76
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modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/TcpDiscoveryS3IpFinder.java	268
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/encrypt/AwsKmsEncryptionService.java	66
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/encrypt/SymmetricKeyEncryptionService.java	64
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/encrypt/EncryptionService.java	6
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/encrypt/AsymmetricKeyEncryptionService.java	58
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/encrypt/package-info.java	1
modules/aws-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/s3/package-info.java	1
modules/aws-ext/src/main/java/org/apache/ignite/spi/checkpoint/s3/S3CheckpointSpi.java	426
modules/aws-ext/src/main/java/org/apache/ignite/spi/checkpoint/s3/S3CheckpointSpiMBean.java	20
modules/aws-ext/src/main/java/org/apache/ignite/spi/checkpoint/s3/S3TimeData.java	24
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modules/aws-ext/src/main/java/org/apache/ignite/spi/checkpoint/s3/package-info.java	1
modules/aws-ext/assembly/aws-ext.xml	14
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/KafkaStreamer.java	110
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/IgniteSinkConnector.java	45
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/IgniteSourceTask.java	188
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/IgniteSourceConstants.java	10
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/IgniteSinkTask.java	106
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/IgniteSourceConnector.java	46
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/IgniteSinkConstants.java	9
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/serialization/CacheEventDeserializer.java	24
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/serialization/CacheEventConverter.java	35
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/serialization/CacheEventSerializer.java	24
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/serialization/package-info.java	1
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/connect/package-info.java	1
modules/kafka-ext/src/main/java/org/apache/ignite/stream/kafka/package-info.java	1
modules/hibernate-ext/hibernate/assembly/hibernate-ext.xml	14
modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/transactions/spring/IgniteClientSpringTransactionManager.java	47
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modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/transactions/spring/AbstractSpringTransactionManager.java	164
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modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/internal/transactions/proxy/ClientTransactionProxyFactory.java	27
modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/internal/transactions/proxy/IgniteTransactionProxyFactory.java	28
modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/internal/transactions/proxy/ClientTransactionProxy.java	24
modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/internal/transactions/proxy/IgniteTransactionProxy.java	24
modules/spring-tx-ext/spring-tx/src/main/java/org/apache/ignite/internal/transactions/proxy/TransactionProxy.java	7
modules/zookeeper-ip-finder-ext/zookeeper-ip-finder/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/zk/TcpDiscoveryZookeeperIpFinder.java	206
modules/zookeeper-ip-finder-ext/zookeeper-ip-finder/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/zk/package-info.java	1
modules/zookeeper-ip-finder-ext/zookeeper-ip-finder/assembly/zookeeper-ip-finder-ext.xml	14
modules/storm-ext/src/main/java/org/apache/ignite/stream/storm/StormStreamer.java	120
modules/storm-ext/src/main/java/org/apache/ignite/stream/storm/package-info.java	1
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifySetToValue.java	21
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/GridifySetToSetAbstractAspect.java	86
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/spring/GridifySpringPointcut.java	65
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/spring/GridifySpringAspect.java	61
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/spring/GridifySetToSetSpringAspect.java	69
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/spring/GridifySetToValueSpringAspect.java	69
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/spring/GridifySpringEnhancer.java	26
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/spring/package-info.java	1
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/GridifyDefaultTask.java	58
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/GridifyArgumentAdapter.java	72
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/GridifySetToValueAbstractAspect.java	105
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/aspectj/GridifySetToSetAspectJAspect.java	75
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/aspectj/GridifySetToValueAspectJAspect.java	75
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/aspectj/GridifyAspectJAspect.java	68
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/aspectj/package-info.java	1
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/GridifyDefaultRangeTask.java	138
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/aop/package-info.java	1
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyRuntimeException.java	14
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyTaskAdapter.java	6
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyNodeFilter.java	11
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyTaskSplitAdapter.java	6
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyInput.java	11
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyInterceptor.java	6
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/Gridify.java	21
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifySetToSet.java	21
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/GridifyArgument.java	9
modules/aop-ext/src/main/java/org/apache/ignite/compute/gridify/package-info.java	1
modules/aop-ext/src/main/java/org/apache/ignite/internal/util/gridify/GridifyArgumentBuilder.java	95
modules/aop-ext/src/main/java/org/apache/ignite/internal/util/gridify/GridifyUtils.java	308
modules/aop-ext/src/main/java/org/apache/ignite/internal/util/gridify/GridifyJobAdapter.java	42
modules/aop-ext/src/main/java/org/apache/ignite/internal/util/gridify/GridifyRangeArgument.java	30
modules/aop-ext/src/main/java/org/apache/ignite/internal/util/gridify/package-info.java	1
modules/aop-ext/assembly/aop-ext.xml	14
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialIndexDescriptorFactory.java	52
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GridH2SpatialClientIndex.java	48
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeometryIndexKey.java	20
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialIndexImpl.java	222
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GridH2SpatialIndex.java	79
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialUtils.java	27
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialIndex.java	13
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialClientIndexDefinition.java	22
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialIndexFactory.java	33
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialIndexDefinition.java	35
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GridH2SpatialBaseIndex.java	29
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialClientIndex.java	36
modules/geospatial-ext/geospatial/src/main/java/org/apache/ignite/internal/processors/query/h2/opt/GeoSpatialClientIndexFactory.java	13
modules/jms11-ext/src/main/java/org/apache/ignite/stream/jms11/JmsStreamer.java	281
modules/jms11-ext/src/main/java/org/apache/ignite/stream/jms11/MessageTransformer.java	7
modules/jms11-ext/src/main/java/org/apache/ignite/stream/jms11/package-info.java	1
modules/spark-ext/spark/src/main/scala/org/apache/spark/sql/ignite/IgniteOptimization.scala	306
modules/spark-ext/spark/src/main/scala/org/apache/spark/sql/ignite/IgniteExternalCatalog.scala	191
modules/spark-ext/spark/src/main/scala/org/apache/spark/sql/ignite/IgniteSparkSession.scala	200
modules/spark-ext/spark/src/main/scala/org/apache/spark/sql/ignite/IgniteSharedState.scala	19
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/IgniteContext.scala	114
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/IgniteRDD.scala	196
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/JavaIgniteRDD.scala	48
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/JavaIgniteContext.scala	38
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/IgniteDataFrameSettings.scala	16
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteSQLAccumulatorRelation.scala	52
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteRelationProvider.scala	142
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteQueryIterator.scala	8
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteSqlRDD.scala	28
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/DateExpressions.scala	74
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/SupportedExpressions.scala	7
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/accumulator/UnionSQLAccumulator.scala	44
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/accumulator/SelectAccumulator.scala	13
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/accumulator/SingleTableSQLAccumulator.scala	78
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/accumulator/QueryAccumulator.scala	16
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/accumulator/JoinSQLAccumulator.scala	140
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/accumulator/package.scala	7
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/MathExpressions.scala	163
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/ConditionExpressions.scala	90
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/SystemExpressions.scala	75
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/StringExpressions.scala	100
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/IgniteQueryContext.scala	16
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/SimpleExpressions.scala	125
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/package.scala	143
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/optimization/AggregateExpressions.scala	64
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/QueryUtils.scala	106
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/QueryHelper.scala	99
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteSQLRelation.scala	62
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteSQLDataFrameRDD.scala	50
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteDataFramePartition.scala	6
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/package.scala	89
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgnitePartition.scala	5
modules/spark-ext/spark/src/main/scala/org/apache/ignite/spark/impl/IgniteAbstractRDD.scala	24
modules/camel-ext/src/main/java/org/apache/ignite/stream/camel/CamelStreamer.java	114
modules/camel-ext/src/main/java/org/apache/ignite/stream/camel/package-info.java	1
modules/mqtt-ext/src/main/java/org/apache/ignite/stream/mqtt/MqttStreamer.java	301
modules/mqtt-ext/src/main/java/org/apache/ignite/stream/mqtt/package-info.java	1
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/proxy/SessionProxy.java	21
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/proxy/ClientSessionProxy.java	44
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/proxy/IgniteSessionProxy.java	44
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/IgniteHttpSessionConfiguration.java	124
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/IgniteIndexedSessionRepository.java	230
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/SpringSessionIgnite.java	15
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/IgniteSession.java	143
modules/spring-session-ext/src/main/java/org/apache/ignite/spring/sessions/EnableIgniteHttpSession.java	26
modules/spring-session-ext/src/main/java/package-info.java	1
modules/rocketmq-ext/src/main/java/org/apache/ignite/stream/rocketmq/RocketMQStreamer.java	71
modules/rocketmq-ext/src/main/java/org/apache/ignite/stream/rocketmq/package-info.java	1
modules/ssh-ext/src/main/java/org/apache/ignite/internal/util/nodestart/IgniteSshHelperImpl.java	6
modules/ssh-ext/src/main/java/org/apache/ignite/internal/util/nodestart/StartNodeCallableImpl.java	330
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/IgniteCacheProxy.java	27
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/IgniteNodeCacheProxy.java	70
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/ClosableIgniteClientProxy.java	10
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/IgniteClientProxy.java	25
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/IgniteProxy.java	30
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/IgniteClientCacheProxy.java	70
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/IgniteNodeProxy.java	30
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/ClosableIgniteNodeProxy.java	10
modules/spring-data-commons/src/main/java/org/apache/ignite/springdata/proxy/package-info.java	1
modules/spring-boot-autoconfigure-ext/spring-boot-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/IgniteRepositoryAutoConfiguration.java	22
modules/spring-boot-autoconfigure-ext/spring-boot-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/IgniteConfigurer.java	5
modules/spring-boot-autoconfigure-ext/spring-boot-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/data/IgniteRepositoriesAutoConfigurationRegistrar.java	21
modules/spring-boot-autoconfigure-ext/spring-boot-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/data/package-info.java	1
modules/spring-boot-autoconfigure-ext/spring-boot-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/IgniteAutoConfiguration.java	34
modules/pub-sub-ext/src/main/java/org/apache/ignite/stream/pubsub/PubSubStreamer.java	144
modules/pub-sub-ext/src/main/java/org/apache/ignite/stream/pubsub/package-info.java	1
modules/pub-sub-ext/config/example-ignite.xml	41
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/IgniteAbstractOsgiContextActivator.java	87
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/classloaders/OsgiClassLoadingStrategyType.java	5
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/classloaders/ContainerSweepClassLoader.java	55
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/classloaders/BundleDelegatingClassLoader.java	64
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/classloaders/package-info.java	1
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/IgniteOsgiUtils.java	21
modules/osgi-ext/osgi/src/main/java/org/apache/ignite/osgi/package-info.java	1
modules/osgi-ext/osgi-karaf/src/main/resources/features.xml	223
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/ExpressionBasedStringQuery.java	53
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/IgniteQuery.java	51
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/IgniteCustomConversions.java	43
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/StringQuery.java	477
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/IgniteRepositoryQuery.java	596
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/IgniteQueryGenerator.java	190
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/DeclaredQuery.java	21
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/QueryUtils.java	164
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/EmptyDeclaredQuery.java	33
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/query/package-info.java	1
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/IgniteRepositoriesRegistar.java	12
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/RepositoryConfig.java	22
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/IgniteRepositoryConfigurationExtension.java	44
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/DynamicQueryConfig.java	106
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/Query.java	25
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/EnableIgniteRepositories.java	32
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/config/package-info.java	1
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/support/IgniteRepositoryImpl.java	134
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/support/IgniteRepositoryFactory.java	131
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/support/IgniteProxyFactory.java	93
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/support/IgniteRepositoryFactoryBean.java	24
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/support/ConditionFalse.java	9
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/support/package-info.java	1
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/IgniteRepository.java	17
modules/spring-data-ext/spring-data/src/main/java/org/apache/ignite/springdata/repository/package-info.java	1
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/PerformanceStatisticsPrinter.java	129
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/util/Utils.java	49
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/util/OrderedFixedSizeStructure.java	32
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/PerformanceStatisticsReportBuilder.java	133
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/QueryHandler.java	280
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/PrintHandler.java	315
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/ComputeHandler.java	122
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/ClusterInfoHandler.java	71
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/CacheOperationsHandler.java	54
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/IgnitePerformanceStatisticsHandler.java	60
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/SystemViewHandler.java	36
modules/performance-statistics-ext/src/main/java/org/apache/ignite/internal/performancestatistics/handlers/TransactionsHandler.java	93
modules/performance-statistics-ext/report/js/operationsTab.js	150
modules/performance-statistics-ext/report/js/utils.js	48
modules/performance-statistics-ext/report/js/scanTab.js	98
modules/performance-statistics-ext/report/js/clusterInfoTab.js	47
modules/performance-statistics-ext/report/js/computeTab.js	135
modules/performance-statistics-ext/report/js/indexQueryTab.js	98
modules/performance-statistics-ext/report/js/sqlTab.js	176
modules/performance-statistics-ext/report/js/txTab.js	148
modules/performance-statistics-ext/report/index.html	140
modules/performance-statistics-ext/report/css/dashboard.css	92
modules/performance-statistics-ext/assembly/performance-statistics-binary.xml	21
modules/azure-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/azure/TcpDiscoveryAzureBlobStoreIpFinder.java	180
modules/azure-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/package-info.java	1
modules/azure-ext/assembly/azure-ext.xml	14
modules/spring-boot-thin-client-autoconfigure-ext/spring-boot-thin-client-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/data/IgniteRepositoriesAutoConfigurationRegistrar.java	21
modules/spring-boot-thin-client-autoconfigure-ext/spring-boot-thin-client-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/data/package-info.java	1
modules/spring-boot-thin-client-autoconfigure-ext/spring-boot-thin-client-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/IgniteClientRepositoryAutoConfiguration.java	22
modules/spring-boot-thin-client-autoconfigure-ext/spring-boot-thin-client-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/IgniteClientAutoConfiguration.java	34
modules/spring-boot-thin-client-autoconfigure-ext/spring-boot-thin-client-autoconfigure/src/main/java/org/apache/ignite/springframework/boot/autoconfigure/IgniteClientConfigurer.java	5
modules/zeromq-ext/src/main/java/org/apache/ignite/stream/zeromq/ZeroMqTypeSocket.java	14
modules/zeromq-ext/src/main/java/org/apache/ignite/stream/zeromq/IgniteZeroMqStreamer.java	81
modules/zeromq-ext/src/main/java/org/apache/ignite/stream/zeromq/package-info.java	1
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/TransactionApi.scala	6
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/CacheApi.scala	45
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/IgniteApi.scala	79
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/thin/IgniteThinApi.scala	65
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/thin/TransactionThinApi.scala	15
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/thin/CacheThinApi.scala	113
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/thin/package.scala	14
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/node/CacheNodeApi.scala	165
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/node/TransactionNodeApi.scala	15
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/api/node/IgniteNodeApi.scala	66
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/CloseClientAction.scala	25
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/TransactionRollbackAction.scala	27
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/GetOrCreateCacheAction.scala	47
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/TransactionCloseAction.scala	25
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/TransactionStartAction.scala	47
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/LambdaAction.scala	24
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/StartClientAction.scala	24
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/ignite/TransactionCommitAction.scala	27
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/IgniteAction.scala	177
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/action/CacheAction.scala	40
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/protocol/IgniteProtocol.scala	58
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/protocol/IgniteProtocolSupport.scala	47
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/protocol/IgniteClientPool.scala	33
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/protocol/IgniteComponents.scala	26
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/Predef.scala	12
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/check/IgniteKeyValueMapResultCheckSupport.scala	30
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/check/IgniteSqlCheckSupport.scala	58
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/check/IgniteKeyValueCheckSupport.scala	20
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/check/IgniteCheckSupport.scala	20
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/check/IgniteKeyValueEntriesCheckSupport.scala	45
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/IgniteDsl.scala	53
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/builder/transaction/Transactions.scala	99
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/builder/ignite/StartClientActionBuilder.scala	12
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/builder/ignite/GetOrCreateCacheActionBuilder.scala	64
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/builder/ignite/LambdaActionBuilder.scala	16
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/builder/ignite/Ignite.scala	8
modules/gatling-ext/gatling-plugin/src/main/scala/org/apache/ignite/gatling/builder/ignite/CloseClientActionBuilder.scala	12
modules/gatling-ext/gatling-plugin/project/scalastyle_config.xml	329
modules/cloud-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/cloud/TcpDiscoveryCloudIpFinder.java	215
modules/cloud-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/cloud/package-info.java	1
modules/cloud-ext/assembly/cloud-ext.xml	14
modules/twitter-ext/src/main/java/org/apache/ignite/stream/twitter/OAuthSettings.java	34
modules/twitter-ext/src/main/java/org/apache/ignite/stream/twitter/TwitterStreamer.java	149
modules/twitter-ext/src/main/java/org/apache/ignite/stream/twitter/package-info.java	1
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/utils/IgniteYarnUtils.java	44
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/utils/package-info.java	1
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/IgniteContainer.java	30
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/ApplicationMaster.java	258
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/IgniteProvider.java	149
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/ClusterProperties.java	211
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/IgniteYarnClient.java	120
modules/yarn-ext/src/main/java/org/apache/ignite/yarn/package-info.java	1
modules/yarn-ext/src/main/resources/ignite-default-config.xml	16
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/AbstractCdcEventsApplier.java	82
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/conflictresolve/CacheConflictResolutionManagerImpl.java	51
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/conflictresolve/CacheVersionConflictResolverCachePluginProvider.java	44
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/conflictresolve/CacheVersionConflictResolverPluginProvider.java	87
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/conflictresolve/CacheVersionConflictResolverImpl.java	119
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/IgniteToIgniteCdcStreamer.java	54
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteLoader.java	48
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteClientCdcStreamer.java	51
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteMetrics.java	133
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteCommandLineStartup.java	60
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteCdcStreamer.java	51
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/AbstractKafkaToIgniteCdcStreamer.java	194
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/IgniteToKafkaCdcStreamer.java	250
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteCdcStreamerConfiguration.java	98
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteMetadataUpdater.java	123
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/kafka/KafkaToIgniteCdcStreamerApplier.java	155
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/AbstractIgniteCdcStreamer.java	121
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/thin/IgniteToIgniteClientCdcStreamer.java	56
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/thin/CdcEventsIgniteClientApplier.java	41
modules/cdc-ext/src/main/java/org/apache/ignite/cdc/CdcEventsIgniteApplier.java	73
modules/cdc-ext/assembly/cdc-ext.xml	26
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/IgniteScheduler.java	234
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/IgniteTask.java	31
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/IgniteFramework.java	92
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/resource/JettyServer.java	28
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/resource/ResourceProvider.java	93
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/resource/ResourceHandler.java	72
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/resource/IgniteProvider.java	132
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/resource/package-info.java	1
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/ClusterProperties.java	264
modules/mesos-ext/src/main/java/org/apache/ignite/mesos/package-info.java	1
modules/mesos-ext/src/main/resources/ignite-default-config.xml	16
modules/flume-ext/src/main/java/org/apache/ignite/stream/flume/EventTransformer.java	7
modules/flume-ext/src/main/java/org/apache/ignite/stream/flume/IgniteSink.java	111
modules/flume-ext/src/main/java/org/apache/ignite/stream/flume/IgniteSinkConstants.java	7
modules/flume-ext/src/main/java/org/apache/ignite/stream/flume/package-info.java	1
modules/flink-ext/src/main/java/org/apache/ignite/sink/flink/IgniteSink.java	90
modules/flink-ext/src/main/java/org/apache/ignite/sink/flink/package-info.java	1
modules/flink-ext/src/main/java/org/apache/ignite/source/flink/TaskRemoteFilter.java	22
modules/flink-ext/src/main/java/org/apache/ignite/source/flink/IgniteSource.java	113
modules/flink-ext/src/main/java/org/apache/ignite/source/flink/package-info.java	1
modules/flink-ext/config/example-ignite.xml	41
modules/gce-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/gce/package-info.java	1
modules/gce-ext/src/main/java/org/apache/ignite/spi/discovery/tcp/ipfinder/gce/TcpDiscoveryGoogleStorageIpFinder.java	236
modules/gce-ext/assembly/gce-ext.xml	14
scripts/settings.xml	22
config/example-ignite.xml	41
assembly/bin-component-shared.xml	28
assembly/source-release.xml	43