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sboikov pushed a change to branch ignite-11704
in repository https://gitbox.apache.org/repos/asf/ignite.git.
from 8294495 ignite-11704
add 5b4d29c IGNITE-11979 Add ability to set default parallelism of
rebuild indexes in ignite system properties. This closes #6687.
add ef55e4d Revert "[ML] Hyper-parameter tuning via Genetic Algorithm
(#6713)"
add dd6abfa IGNITE-12004 Check nanos precision in all tests, test UPDATE
with millis precision, ignore UPDATE test with nanos precision - Fixes #6719.
new 3435978 Merge remote-tracking branch 'remotes/origin/master' into
ignite-11704
new 8299a2c ignite-11704
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Summary of changes:
.../ml/TrainingWithBinaryObjectExample.java | 2 -
.../clustering/CustomersClusterizationExample.java | 6 +-
.../ml/clustering/GmmClusterizationExample.java | 5 +-
.../ml/clustering/KMeansClusterizationExample.java | 6 +-
.../dataset/AlgorithmSpecificDatasetExample.java | 35 +-
.../ml/dataset/CacheBasedDatasetExample.java | 3 +-
.../IgniteModelDistributedInferenceExample.java | 11 +-
.../examples/ml/inference/ModelStorageExample.java | 2 -
.../TensorFlowDistributedInferenceExample.java | 2 -
.../inference/TensorFlowLocalInferenceExample.java | 1 -
.../TensorFlowThreadedInferenceExample.java | 1 -
.../examples/ml/knn/ANNClassificationExample.java | 2 -
.../examples/ml/knn/IrisClassificationExample.java | 6 +-
.../examples/ml/knn/KNNClassificationExample.java | 13 +-
.../examples/ml/knn/KNNRegressionExample.java | 6 +-
.../multiclass/OneVsRestClassificationExample.java | 9 +-
.../DiscreteNaiveBayesTrainerExample.java | 10 +-
.../GaussianNaiveBayesTrainerExample.java | 6 +-
.../ignite/examples/ml/nn/MLPTrainerExample.java | 2 -
.../ml/preprocessing/BinarizationExample.java | 2 -
.../examples/ml/preprocessing/ImputingExample.java | 2 -
.../ml/preprocessing/MaxAbsScalerExample.java | 4 +-
.../ml/preprocessing/MinMaxScalerExample.java | 4 +-
.../ml/preprocessing/NormalizationExample.java | 2 -
.../ml/preprocessing/StandardScalerExample.java | 4 +-
.../linear/BostonHousePricesPredictionExample.java | 9 +-
.../linear/LinearRegressionLSQRTrainerExample.java | 14 +-
...gressionLSQRTrainerWithMinMaxScalerExample.java | 9 +-
.../linear/LinearRegressionSGDTrainerExample.java | 6 +-
.../BaggedLogisticRegressionSGDTrainerExample.java | 26 +-
.../LogisticRegressionSGDTrainerExample.java | 9 +-
.../ml/selection/cv/CrossValidationExample.java | 31 +-
.../ml/selection/scoring/EvaluatorExample.java | 6 +-
.../selection/scoring/MultipleMetricsExample.java | 6 +-
.../selection/scoring/RegressionMetricExample.java | 6 +-
.../split/TrainTestDatasetSplitterExample.java | 9 +-
...eeClassificationTrainerSQLInferenceExample.java | 5 +-
...onTreeClassificationTrainerSQLTableExample.java | 5 +-
.../ml/svm/SVMBinaryClassificationExample.java | 6 +-
.../DecisionTreeClassificationTrainerExample.java | 5 +-
.../tree/DecisionTreeRegressionTrainerExample.java | 2 -
.../examples/ml/tree/FraudDetectionExample.java | 9 +-
.../GDBOnTreesClassificationTrainerExample.java | 2 -
.../GDBOnTreesRegressionTrainerExample.java | 2 -
.../RandomForestClassificationExample.java | 18 +-
.../RandomForestRegressionExample.java | 15 +-
.../ml/tutorial/Step_1_Read_and_Learn.java | 5 +-
.../examples/ml/tutorial/Step_2_Imputing.java | 5 +-
.../examples/ml/tutorial/Step_3_Categorial.java | 7 +-
.../Step_3_Categorial_with_One_Hot_Encoder.java | 7 +-
.../examples/ml/tutorial/Step_4_Add_age_fare.java | 7 +-
.../examples/ml/tutorial/Step_5_Scaling.java | 7 +-
.../ml/tutorial/Step_5_Scaling_with_Pipeline.java | 5 +-
.../ignite/examples/ml/tutorial/Step_6_KNN.java | 5 +-
.../ml/tutorial/Step_7_Split_train_test.java | 6 +-
.../ignite/examples/ml/tutorial/Step_8_CV.java | 26 +-
.../ml/tutorial/Step_8_CV_with_Param_Grid.java | 30 +-
.../Step_8_CV_with_Param_Grid_and_metrics.java | 31 +-
...V_with_Param_Grid_and_metrics_and_pipeline.java | 30 +-
.../ml/tutorial/Step_9_Scaling_With_Stacking.java | 21 +-
.../ml/tutorial/TutorialStepByStepExample.java | 12 -
.../hyperparametertuning/Step_10_RandomSearch.java | 198 ---------
.../Step_11_Parallel_BrutForce_Search.java | 202 ---------
.../Step_12_Parallel_Random_Search.java | 206 ---------
.../Step_13_Genetic_Programming_Search.java | 194 ---------
...tep_14_Parallel_Genetic_Programming_Search.java | 200 ---------
.../ignite/examples/ml/util/DatasetHelper.java | 2 -
.../ParametricVectorGeneratorExample.java | 1 -
.../util/generators/StandardGeneratorsExample.java | 1 -
.../generators/VectorGeneratorFamilyExample.java | 1 -
.../VectorGeneratorPrimitivesExample.java | 1 -
.../ml/xgboost/XGBoostModelParserExample.java | 2 -
.../org/apache/ignite/IgniteSystemProperties.java | 9 +
.../processors/cache/CacheGroupContext.java | 7 +
.../processors/cache/CacheMetricsImpl.java | 6 +
.../processors/cache/GridCacheContext.java | 6 +
.../processors/cache/GridCacheMapEntry.java | 5 +
.../cache/IgniteCacheOffheapManager.java | 9 +
.../cache/IgniteCacheOffheapManagerImpl.java | 29 ++
.../processors/cache/IncompleteCacheObject.java | 3 +
.../dht/topology/GridDhtLocalPartition.java | 14 +-
.../dht/topology/PartitionsEvictManager.java | 18 +
.../cache/persistence/CacheDataRowAdapter.java | 4 +-
.../query/schema/SchemaIndexCacheVisitorImpl.java | 20 +-
.../cache/CacheDeferredDeleteSanitySelfTest.java | 6 +-
.../visor/verify/ValidateIndexesClosure.java | 2 +-
.../IgniteCacheLockPartitionOnAffinityRunTest.java | 4 +-
.../CacheQueryEntityWithDateTimeApiFieldsTest.java | 56 ++-
.../query/h2/GridIndexRebuildSelfTest.java | 2 +-
.../GridIndexRebuildWithMvccEnabledSelfTest.java | 2 +-
.../util/GridCommandHandlerIndexingTest.java | 2 +-
.../parallelism/DefaultParallelismStrategy.java | 6 -
.../parallelism/NoParallelismStrategy.java | 5 -
.../parallelism/ParallelismStrategy.java | 12 +-
.../normalization/NormalizationTrainer.java | 4 +-
.../logistic/LogisticRegressionSGDTrainer.java | 12 +-
.../ml/selection/cv/AbstractCrossValidation.java | 476 ---------------------
.../ignite/ml/selection/cv/CrossValidation.java | 408 ++++++++++++++++--
.../ml/selection/cv/CrossValidationResult.java | 31 +-
.../ml/selection/cv/DebugCrossValidation.java | 116 -----
.../ml/selection/paramgrid/BruteForceStrategy.java | 28 --
.../paramgrid/EvolutionOptimizationStrategy.java | 142 ------
.../paramgrid/HyperParameterTuningStrategy.java | 28 --
.../ignite/ml/selection/paramgrid/ParamGrid.java | 48 +--
.../selection/paramgrid/ParameterSetGenerator.java | 6 +-
.../ml/selection/paramgrid/RandomStrategy.java | 84 ----
.../scoring/cursor/CacheBasedLabelPairCursor.java | 4 +-
.../scoring/cursor/LocalLabelPairCursor.java | 4 +-
.../ml/selection/scoring/metric/MetricValues.java | 6 +-
.../BinaryClassificationMetrics.java | 4 +-
.../metric/regression/RegressionMetrics.java | 10 +-
.../ml/tree/DecisionTreeClassificationTrainer.java | 18 -
.../apache/ignite/ml/util/genetic/Chromosome.java | 110 -----
.../ignite/ml/util/genetic/CrossoverStrategy.java | 35 --
.../ignite/ml/util/genetic/GeneticAlgorithm.java | 451 -------------------
.../apache/ignite/ml/util/genetic/Population.java | 159 -------
.../ignite/ml/util/genetic/SelectionStrategy.java | 32 --
.../ignite/ml/util/genetic/package-info.java | 23 -
.../org/apache/ignite/ml/common/TrainerTest.java | 7 +-
.../preprocessing/encoding/EncoderTrainerTest.java | 16 +-
.../ml/selection/cv/CrossValidationTest.java | 303 +++----------
.../org/apache/ignite/ml/util/UtilTestSuite.java | 6 +-
.../ml/util/genetic/GeneticAlgorithmTest.java | 100 -----
.../ignite/ml/util/genetic/PopulationTest.java | 126 ------
124 files changed, 881 insertions(+), 3701 deletions(-)
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examples/src/main/java/org/apache/ignite/examples/ml/tutorial/hyperparametertuning/Step_10_RandomSearch.java
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examples/src/main/java/org/apache/ignite/examples/ml/tutorial/hyperparametertuning/Step_11_Parallel_BrutForce_Search.java
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examples/src/main/java/org/apache/ignite/examples/ml/tutorial/hyperparametertuning/Step_12_Parallel_Random_Search.java
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examples/src/main/java/org/apache/ignite/examples/ml/tutorial/hyperparametertuning/Step_13_Genetic_Programming_Search.java
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examples/src/main/java/org/apache/ignite/examples/ml/tutorial/hyperparametertuning/Step_14_Parallel_Genetic_Programming_Search.java
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modules/ml/src/main/java/org/apache/ignite/ml/selection/cv/AbstractCrossValidation.java
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modules/ml/src/main/java/org/apache/ignite/ml/selection/cv/DebugCrossValidation.java
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modules/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/BruteForceStrategy.java
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modules/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.java
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modules/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/HyperParameterTuningStrategy.java
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modules/ml/src/main/java/org/apache/ignite/ml/selection/paramgrid/RandomStrategy.java
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modules/ml/src/main/java/org/apache/ignite/ml/util/genetic/Chromosome.java
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modules/ml/src/main/java/org/apache/ignite/ml/util/genetic/CrossoverStrategy.java
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modules/ml/src/main/java/org/apache/ignite/ml/util/genetic/GeneticAlgorithm.java
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modules/ml/src/main/java/org/apache/ignite/ml/util/genetic/Population.java
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modules/ml/src/main/java/org/apache/ignite/ml/util/genetic/SelectionStrategy.java
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modules/ml/src/main/java/org/apache/ignite/ml/util/genetic/package-info.java
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modules/ml/src/test/java/org/apache/ignite/ml/util/genetic/GeneticAlgorithmTest.java
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modules/ml/src/test/java/org/apache/ignite/ml/util/genetic/PopulationTest.java
