From 8ef3399aff04bf8b7ab294c0f55bcf195995842b Mon Sep 17 00:00:00 2001
From: Wenchen Fan <wenchen@databricks.com>
Date: Thu, 17 Mar 2016 19:23:38 +0800
Subject: [SPARK-13928] Move org.apache.spark.Logging into
 org.apache.spark.internal.Logging

## What changes were proposed in this pull request?

Logging was made private in Spark 2.0. If we move it, then users would be able to create a Logging trait themselves to avoid changing their own code.

## How was this patch tested?

existing tests.

Author: Wenchen Fan <wenchen@databricks.com>

Closes #11764 from cloud-fan/logger.
---
 mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala               | 3 ++-
 mllib/src/main/scala/org/apache/spark/ml/Transformer.scala            | 2 +-
 .../main/scala/org/apache/spark/ml/classification/GBTClassifier.scala | 2 +-
 .../scala/org/apache/spark/ml/classification/LogisticRegression.scala | 3 ++-
 mllib/src/main/scala/org/apache/spark/ml/clustering/LDA.scala         | 2 +-
 .../main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala  | 2 +-
 .../org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala | 2 +-
 .../main/scala/org/apache/spark/ml/optim/WeightedLeastSquares.scala   | 2 +-
 mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala     | 3 ++-
 .../scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala  | 3 ++-
 .../src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala  | 2 +-
 .../org/apache/spark/ml/regression/GeneralizedLinearRegression.scala  | 3 ++-
 .../scala/org/apache/spark/ml/regression/IsotonicRegression.scala     | 2 +-
 .../main/scala/org/apache/spark/ml/regression/LinearRegression.scala  | 3 ++-
 .../scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala    | 2 +-
 mllib/src/main/scala/org/apache/spark/ml/tree/impl/NodeIdCache.scala  | 2 +-
 mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala | 2 +-
 mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala  | 3 ++-
 .../main/scala/org/apache/spark/ml/tuning/TrainValidationSplit.scala  | 2 +-
 mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala         | 3 ++-
 .../main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala | 3 ++-
 .../scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala     | 2 +-
 .../org/apache/spark/mllib/clustering/BisectingKMeansModel.scala      | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala   | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala      | 2 +-
 .../main/scala/org/apache/spark/mllib/clustering/LocalKMeans.scala    | 2 +-
 .../org/apache/spark/mllib/clustering/PowerIterationClustering.scala  | 3 ++-
 .../scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala     | 2 +-
 .../apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala   | 2 +-
 .../main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala | 2 +-
 .../scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala   | 4 ++--
 .../main/scala/org/apache/spark/mllib/feature/StandardScaler.scala    | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala    | 3 +--
 .../src/main/scala/org/apache/spark/mllib/fpm/AssociationRules.scala  | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/fpm/FPGrowth.scala        | 3 ++-
 mllib/src/main/scala/org/apache/spark/mllib/fpm/LocalPrefixSpan.scala | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala      | 2 +-
 .../main/scala/org/apache/spark/mllib/impl/PeriodicCheckpointer.scala | 3 ++-
 mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala         | 2 +-
 .../scala/org/apache/spark/mllib/linalg/distributed/BlockMatrix.scala | 3 ++-
 .../scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala   | 2 +-
 .../scala/org/apache/spark/mllib/optimization/GradientDescent.scala   | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala  | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala  | 2 +-
 .../apache/spark/mllib/recommendation/MatrixFactorizationModel.scala  | 3 ++-
 .../apache/spark/mllib/regression/GeneralizedLinearAlgorithm.scala    | 3 ++-
 .../org/apache/spark/mllib/regression/StreamingLinearAlgorithm.scala  | 2 +-
 .../org/apache/spark/mllib/stat/correlation/PearsonCorrelation.scala  | 2 +-
 .../org/apache/spark/mllib/stat/correlation/SpearmanCorrelation.scala | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/stat/test/ChiSqTest.scala | 3 ++-
 .../org/apache/spark/mllib/stat/test/KolmogorovSmirnovTest.scala      | 2 +-
 .../main/scala/org/apache/spark/mllib/stat/test/StreamingTest.scala   | 2 +-
 .../scala/org/apache/spark/mllib/stat/test/StreamingTestMethod.scala  | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/tree/DecisionTree.scala   | 2 +-
 .../main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala | 2 +-
 mllib/src/main/scala/org/apache/spark/mllib/tree/RandomForest.scala   | 2 +-
 .../scala/org/apache/spark/mllib/tree/impl/DecisionTreeMetadata.scala | 2 +-
 .../scala/org/apache/spark/mllib/tree/model/DecisionTreeModel.scala   | 3 ++-
 mllib/src/main/scala/org/apache/spark/mllib/tree/model/Node.scala     | 2 +-
 .../scala/org/apache/spark/mllib/tree/model/treeEnsembleModels.scala  | 3 ++-
 mllib/src/main/scala/org/apache/spark/mllib/util/DataValidators.scala | 2 +-
 .../test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala   | 3 ++-
 .../src/test/scala/org/apache/spark/ml/recommendation/ALSSuite.scala  | 4 ++--
 mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala | 3 ++-
 .../src/test/scala/org/apache/spark/mllib/stat/CorrelationSuite.scala | 3 ++-
 .../scala/org/apache/spark/mllib/tree/GradientBoostedTreesSuite.scala | 3 ++-
 66 files changed, 90 insertions(+), 69 deletions(-)

(limited to 'mllib')

diff --git a/mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala b/mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala
index f4c6214a56..3a99979a88 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/Pipeline.scala
@@ -26,8 +26,9 @@ import org.apache.hadoop.fs.Path
 import org.json4s._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
 import org.apache.spark.annotation.{DeveloperApi, Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.param.{Param, ParamMap, Params}
 import org.apache.spark.ml.util._
 import org.apache.spark.sql.DataFrame
diff --git a/mllib/src/main/scala/org/apache/spark/ml/Transformer.scala b/mllib/src/main/scala/org/apache/spark/ml/Transformer.scala
index 1f3325ad09..2538c0f477 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/Transformer.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/Transformer.scala
@@ -19,8 +19,8 @@ package org.apache.spark.ml
 
 import scala.annotation.varargs
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.DeveloperApi
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.param._
 import org.apache.spark.ml.param.shared._
 import org.apache.spark.sql.DataFrame
diff --git a/mllib/src/main/scala/org/apache/spark/ml/classification/GBTClassifier.scala b/mllib/src/main/scala/org/apache/spark/ml/classification/GBTClassifier.scala
index 82059b1d0e..5a8845fdb6 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/classification/GBTClassifier.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/classification/GBTClassifier.scala
@@ -19,8 +19,8 @@ package org.apache.spark.ml.classification
 
 import com.github.fommil.netlib.BLAS.{getInstance => blas}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{PredictionModel, Predictor}
 import org.apache.spark.ml.param.{Param, ParamMap}
 import org.apache.spark.ml.regression.DecisionTreeRegressionModel
diff --git a/mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala b/mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
index 0d329d2c08..77e59d9188 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/classification/LogisticRegression.scala
@@ -23,8 +23,9 @@ import breeze.linalg.{DenseVector => BDV}
 import breeze.optimize.{CachedDiffFunction, DiffFunction, LBFGS => BreezeLBFGS, OWLQN => BreezeOWLQN}
 import org.apache.hadoop.fs.Path
 
-import org.apache.spark.{Logging, SparkException}
+import org.apache.spark.SparkException
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.feature.Instance
 import org.apache.spark.ml.param._
 import org.apache.spark.ml.param.shared._
diff --git a/mllib/src/main/scala/org/apache/spark/ml/clustering/LDA.scala b/mllib/src/main/scala/org/apache/spark/ml/clustering/LDA.scala
index 0de82b49ff..fe6a37fd6d 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/clustering/LDA.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/clustering/LDA.scala
@@ -19,8 +19,8 @@ package org.apache.spark.ml.clustering
 
 import org.apache.hadoop.fs.Path
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{Estimator, Model}
 import org.apache.spark.ml.param._
 import org.apache.spark.ml.param.shared.{HasCheckpointInterval, HasFeaturesCol, HasMaxIter, HasSeed}
diff --git a/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala b/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala
index e830d2a9ad..e486e92c12 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/feature/QuantileDiscretizer.scala
@@ -19,8 +19,8 @@ package org.apache.spark.ml.feature
 
 import scala.collection.mutable
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml._
 import org.apache.spark.ml.attribute.NominalAttribute
 import org.apache.spark.ml.param.{IntParam, _}
diff --git a/mllib/src/main/scala/org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala b/mllib/src/main/scala/org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala
index fe82324ab2..a2b52835e1 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/optim/IterativelyReweightedLeastSquares.scala
@@ -17,7 +17,7 @@
 
 package org.apache.spark.ml.optim
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.feature.Instance
 import org.apache.spark.mllib.linalg._
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/ml/optim/WeightedLeastSquares.scala b/mllib/src/main/scala/org/apache/spark/ml/optim/WeightedLeastSquares.scala
index 55b7510656..7d21302f96 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/optim/WeightedLeastSquares.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/optim/WeightedLeastSquares.scala
@@ -17,7 +17,7 @@
 
 package org.apache.spark.ml.optim
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.feature.Instance
 import org.apache.spark.mllib.linalg._
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala b/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
index f3bc9f095a..091ca35283 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/recommendation/ALS.scala
@@ -30,8 +30,9 @@ import org.apache.hadoop.fs.{FileSystem, Path}
 import org.json4s.DefaultFormats
 import org.json4s.JsonDSL._
 
-import org.apache.spark.{Logging, Partitioner}
+import org.apache.spark.Partitioner
 import org.apache.spark.annotation.{DeveloperApi, Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{Estimator, Model}
 import org.apache.spark.ml.param._
 import org.apache.spark.ml.param.shared._
diff --git a/mllib/src/main/scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala b/mllib/src/main/scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala
index 0901642d39..ba5708ab8d 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/regression/AFTSurvivalRegression.scala
@@ -23,8 +23,9 @@ import breeze.linalg.{DenseVector => BDV}
 import breeze.optimize.{CachedDiffFunction, DiffFunction, LBFGS => BreezeLBFGS}
 import org.apache.hadoop.fs.Path
 
-import org.apache.spark.{Logging, SparkException}
+import org.apache.spark.SparkException
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{Estimator, Model}
 import org.apache.spark.ml.param._
 import org.apache.spark.ml.param.shared._
diff --git a/mllib/src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala b/mllib/src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala
index 4cc2721aef..091e1d5fa8 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/regression/GBTRegressor.scala
@@ -19,8 +19,8 @@ package org.apache.spark.ml.regression
 
 import com.github.fommil.netlib.BLAS.{getInstance => blas}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{PredictionModel, Predictor}
 import org.apache.spark.ml.param.{Param, ParamMap}
 import org.apache.spark.ml.tree.{DecisionTreeModel, GBTParams, TreeEnsembleModel,
diff --git a/mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala b/mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
index 46ba5589ff..6e74cb54ad 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/regression/GeneralizedLinearRegression.scala
@@ -20,8 +20,9 @@ package org.apache.spark.ml.regression
 import breeze.stats.{distributions => dist}
 import org.apache.hadoop.fs.Path
 
-import org.apache.spark.{Logging, SparkException}
+import org.apache.spark.SparkException
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.PredictorParams
 import org.apache.spark.ml.feature.Instance
 import org.apache.spark.ml.optim._
diff --git a/mllib/src/main/scala/org/apache/spark/ml/regression/IsotonicRegression.scala b/mllib/src/main/scala/org/apache/spark/ml/regression/IsotonicRegression.scala
index 20a0998201..fb733f9a34 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/regression/IsotonicRegression.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/regression/IsotonicRegression.scala
@@ -19,8 +19,8 @@ package org.apache.spark.ml.regression
 
 import org.apache.hadoop.fs.Path
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{Estimator, Model}
 import org.apache.spark.ml.param._
 import org.apache.spark.ml.param.shared._
diff --git a/mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala b/mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala
index b4f17b8e28..c8f3f70a9b 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/regression/LinearRegression.scala
@@ -24,8 +24,9 @@ import breeze.optimize.{CachedDiffFunction, DiffFunction, LBFGS => BreezeLBFGS,
 import breeze.stats.distributions.StudentsT
 import org.apache.hadoop.fs.Path
 
-import org.apache.spark.{Logging, SparkException}
+import org.apache.spark.SparkException
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.feature.Instance
 import org.apache.spark.ml.optim.WeightedLeastSquares
 import org.apache.spark.ml.PredictorParams
diff --git a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala
index 44ab5b723b..b9acc66472 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/GradientBoostedTrees.scala
@@ -17,7 +17,7 @@
 
 package org.apache.spark.ml.tree.impl
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.regression.{DecisionTreeRegressionModel, DecisionTreeRegressor}
 import org.apache.spark.mllib.impl.PeriodicRDDCheckpointer
 import org.apache.spark.mllib.regression.LabeledPoint
diff --git a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/NodeIdCache.scala b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/NodeIdCache.scala
index 172ea52820..526b9c4062 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/NodeIdCache.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/NodeIdCache.scala
@@ -23,8 +23,8 @@ import scala.collection.mutable
 
 import org.apache.hadoop.fs.{FileSystem, Path}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.DeveloperApi
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.tree.{LearningNode, Split}
 import org.apache.spark.mllib.tree.impl.BaggedPoint
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala
index f994c258b2..91dc98569a 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/RandomForest.scala
@@ -22,7 +22,7 @@ import java.io.IOException
 import scala.collection.mutable
 import scala.util.Random
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.classification.DecisionTreeClassificationModel
 import org.apache.spark.ml.regression.DecisionTreeRegressionModel
 import org.apache.spark.ml.tree._
diff --git a/mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala b/mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala
index 3eac616aea..010e7d2686 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala
@@ -22,8 +22,9 @@ import org.apache.hadoop.fs.Path
 import org.json4s.{DefaultFormats, JObject}
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml._
 import org.apache.spark.ml.classification.OneVsRestParams
 import org.apache.spark.ml.evaluation.Evaluator
diff --git a/mllib/src/main/scala/org/apache/spark/ml/tuning/TrainValidationSplit.scala b/mllib/src/main/scala/org/apache/spark/ml/tuning/TrainValidationSplit.scala
index 4f67e8c219..4587e259e8 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/tuning/TrainValidationSplit.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/tuning/TrainValidationSplit.scala
@@ -17,8 +17,8 @@
 
 package org.apache.spark.ml.tuning
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.{Estimator, Model}
 import org.apache.spark.ml.evaluation.Evaluator
 import org.apache.spark.ml.param.{DoubleParam, ParamMap, ParamValidators}
diff --git a/mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala b/mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala
index 329548f95a..c95e536abd 100644
--- a/mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala
+++ b/mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala
@@ -24,8 +24,9 @@ import org.json4s._
 import org.json4s.jackson.JsonMethods._
 import org.json4s.JsonDSL._
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.param.{ParamPair, Params}
 import org.apache.spark.sql.SQLContext
 import org.apache.spark.util.Utils
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala b/mllib/src/main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala
index 9026b97f1c..bf0d9d9231 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/classification/NaiveBayes.scala
@@ -24,8 +24,9 @@ import scala.collection.JavaConverters._
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext, SparkException}
+import org.apache.spark.{SparkContext, SparkException}
 import org.apache.spark.annotation.Since
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{BLAS, DenseMatrix, DenseVector, SparseVector, Vector}
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.util.{Loader, Saveable}
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala
index f0b9d64fc4..64b838a1db 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeans.scala
@@ -22,9 +22,9 @@ import java.util.Random
 import scala.annotation.tailrec
 import scala.collection.mutable
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{BLAS, Vector, Vectors}
 import org.apache.spark.mllib.util.MLUtils
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
index 9ccf96b939..01a0d31f14 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/BisectingKMeansModel.scala
@@ -17,9 +17,9 @@
 
 package org.apache.spark.mllib.clustering
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vector
 import org.apache.spark.rdd.RDD
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala
index 67de62bc2e..26f5600e6c 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala
@@ -19,8 +19,8 @@ package org.apache.spark.mllib.clustering
 
 import scala.collection.mutable.ArrayBuffer
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Vector, Vectors}
 import org.apache.spark.mllib.linalg.BLAS.{axpy, scal}
 import org.apache.spark.mllib.util.MLUtils
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala
index 81566b4779..fad808857a 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/LDA.scala
@@ -19,10 +19,10 @@ package org.apache.spark.mllib.clustering
 
 import breeze.linalg.{DenseVector => BDV}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Since}
 import org.apache.spark.api.java.JavaPairRDD
 import org.apache.spark.graphx._
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Vector, Vectors}
 import org.apache.spark.rdd.RDD
 import org.apache.spark.util.Utils
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/LocalKMeans.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/LocalKMeans.scala
index c9a96c6866..adf20dc4b8 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/LocalKMeans.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/LocalKMeans.scala
@@ -19,7 +19,7 @@ package org.apache.spark.mllib.clustering
 
 import scala.util.Random
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.BLAS.{axpy, scal}
 import org.apache.spark.mllib.linalg.Vectors
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala
index 9732dfa174..a422303dc9 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/PowerIterationClustering.scala
@@ -21,10 +21,11 @@ import org.json4s._
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext, SparkException}
+import org.apache.spark.{SparkContext, SparkException}
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
 import org.apache.spark.graphx._
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vectors
 import org.apache.spark.mllib.util.{Loader, MLUtils, Saveable}
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala b/mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala
index d99b89dc49..a8d7b8fded 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/clustering/StreamingKMeans.scala
@@ -19,9 +19,9 @@ package org.apache.spark.mllib.clustering
 
 import scala.reflect.ClassTag
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaSparkContext._
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{BLAS, Vector, Vectors}
 import org.apache.spark.rdd.RDD
 import org.apache.spark.streaming.api.java.{JavaDStream, JavaPairDStream}
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala b/mllib/src/main/scala/org/apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala
index 319c54724d..0a7a45b4f4 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/evaluation/BinaryClassificationMetrics.scala
@@ -18,7 +18,7 @@
 package org.apache.spark.mllib.evaluation
 
 import org.apache.spark.annotation.Since
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.evaluation.binary._
 import org.apache.spark.rdd.{RDD, UnionRDD}
 import org.apache.spark.sql.DataFrame
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala b/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala
index c8ec0c1685..c45742cebb 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala
@@ -22,9 +22,9 @@ import java.{lang => jl}
 import scala.collection.JavaConverters._
 import scala.reflect.ClassTag
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.{JavaRDD, JavaSparkContext}
+import org.apache.spark.internal.Logging
 import org.apache.spark.rdd.RDD
 
 /**
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala b/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
index 0f4c97ec20..ef45c9fd9e 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/evaluation/RegressionMetrics.scala
@@ -18,10 +18,10 @@
 package org.apache.spark.mllib.evaluation
 
 import org.apache.spark.annotation.Since
-import org.apache.spark.rdd.RDD
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vectors
 import org.apache.spark.mllib.stat.{MultivariateOnlineSummarizer, MultivariateStatisticalSummary}
+import org.apache.spark.rdd.RDD
 import org.apache.spark.sql.DataFrame
 
 /**
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/feature/StandardScaler.scala b/mllib/src/main/scala/org/apache/spark/mllib/feature/StandardScaler.scala
index 500187ae86..5c35e1b91c 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/feature/StandardScaler.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/feature/StandardScaler.scala
@@ -17,8 +17,8 @@
 
 package org.apache.spark.mllib.feature
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{DenseVector, SparseVector, Vector, Vectors}
 import org.apache.spark.mllib.stat.MultivariateOnlineSummarizer
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala b/mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala
index b046f684ca..d3356b783f 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala
@@ -21,17 +21,16 @@ import java.lang.{Iterable => JavaIterable}
 
 import scala.collection.JavaConverters._
 import scala.collection.mutable
-import scala.collection.mutable.ArrayBuilder
 
 import com.github.fommil.netlib.BLAS.{getInstance => blas}
 import org.json4s.DefaultFormats
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.Logging
 import org.apache.spark.SparkContext
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Vector, Vectors}
 import org.apache.spark.mllib.util.{Loader, Saveable}
 import org.apache.spark.rdd._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/fpm/AssociationRules.scala b/mllib/src/main/scala/org/apache/spark/mllib/fpm/AssociationRules.scala
index 790d6b101e..5592416964 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/fpm/AssociationRules.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/fpm/AssociationRules.scala
@@ -19,10 +19,10 @@ package org.apache.spark.mllib.fpm
 import scala.collection.JavaConverters._
 import scala.reflect.ClassTag
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
 import org.apache.spark.api.java.JavaRDD
 import org.apache.spark.api.java.JavaSparkContext.fakeClassTag
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.fpm.AssociationRules.Rule
 import org.apache.spark.mllib.fpm.FPGrowth.FreqItemset
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/fpm/FPGrowth.scala b/mllib/src/main/scala/org/apache/spark/mllib/fpm/FPGrowth.scala
index f5b4f2535f..3f40af8f3a 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/fpm/FPGrowth.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/fpm/FPGrowth.scala
@@ -29,10 +29,11 @@ import org.json4s.DefaultFormats
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods.{compact, render}
 
-import org.apache.spark.{HashPartitioner, Logging, Partitioner, SparkContext, SparkException}
+import org.apache.spark.{HashPartitioner, Partitioner, SparkContext, SparkException}
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
 import org.apache.spark.api.java.JavaSparkContext.fakeClassTag
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.fpm.FPGrowth._
 import org.apache.spark.mllib.util.{Loader, Saveable}
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/fpm/LocalPrefixSpan.scala b/mllib/src/main/scala/org/apache/spark/mllib/fpm/LocalPrefixSpan.scala
index 3ea10779a1..659f875a6d 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/fpm/LocalPrefixSpan.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/fpm/LocalPrefixSpan.scala
@@ -19,7 +19,7 @@ package org.apache.spark.mllib.fpm
 
 import scala.collection.mutable
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 
 /**
  * Calculate all patterns of a projected database in local mode.
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala b/mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
index fd2f8d3875..4455681e50 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/fpm/PrefixSpan.scala
@@ -24,10 +24,10 @@ import scala.collection.JavaConverters._
 import scala.collection.mutable
 import scala.reflect.ClassTag
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
 import org.apache.spark.api.java.JavaRDD
 import org.apache.spark.api.java.JavaSparkContext.fakeClassTag
+import org.apache.spark.internal.Logging
 import org.apache.spark.rdd.RDD
 import org.apache.spark.storage.StorageLevel
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/impl/PeriodicCheckpointer.scala b/mllib/src/main/scala/org/apache/spark/mllib/impl/PeriodicCheckpointer.scala
index 57ca4d3464..391f89aa14 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/impl/PeriodicCheckpointer.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/impl/PeriodicCheckpointer.scala
@@ -21,7 +21,8 @@ import scala.collection.mutable
 
 import org.apache.hadoop.fs.{FileSystem, Path}
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
+import org.apache.spark.internal.Logging
 import org.apache.spark.storage.StorageLevel
 
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala b/mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala
index 27a7380567..19cc942aba 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/linalg/BLAS.scala
@@ -20,7 +20,7 @@ package org.apache.spark.mllib.linalg
 import com.github.fommil.netlib.{BLAS => NetlibBLAS, F2jBLAS}
 import com.github.fommil.netlib.BLAS.{getInstance => NativeBLAS}
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 
 /**
  * BLAS routines for MLlib's vectors and matrices.
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/BlockMatrix.scala b/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/BlockMatrix.scala
index 6f0b0a9bc6..89c332ae38 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/BlockMatrix.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/BlockMatrix.scala
@@ -21,8 +21,9 @@ import scala.collection.mutable.ArrayBuffer
 
 import breeze.linalg.{DenseMatrix => BDM, Matrix => BM}
 
-import org.apache.spark.{Logging, Partitioner, SparkException}
+import org.apache.spark.{Partitioner, SparkException}
 import org.apache.spark.annotation.Since
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{DenseMatrix, Matrices, Matrix, SparseMatrix}
 import org.apache.spark.rdd.RDD
 import org.apache.spark.storage.StorageLevel
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala b/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala
index 0a36da4101..f6183a5eaa 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/linalg/distributed/RowMatrix.scala
@@ -25,8 +25,8 @@ import breeze.linalg.{axpy => brzAxpy, inv, svd => brzSvd, DenseMatrix => BDM, D
   MatrixSingularException, SparseVector => BSV}
 import breeze.numerics.{sqrt => brzSqrt}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg._
 import org.apache.spark.mllib.stat.{MultivariateOnlineSummarizer, MultivariateStatisticalSummary}
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/optimization/GradientDescent.scala b/mllib/src/main/scala/org/apache/spark/mllib/optimization/GradientDescent.scala
index 5873669b37..fbf657b0fa 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/optimization/GradientDescent.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/optimization/GradientDescent.scala
@@ -21,8 +21,8 @@ import scala.collection.mutable.ArrayBuffer
 
 import breeze.linalg.{norm, DenseVector => BDV}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Experimental}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Vector, Vectors}
 import org.apache.spark.rdd.RDD
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala b/mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala
index e871165161..82c2ce4790 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/optimization/LBFGS.scala
@@ -22,8 +22,8 @@ import scala.collection.mutable
 import breeze.linalg.{DenseVector => BDV}
 import breeze.optimize.{CachedDiffFunction, DiffFunction, LBFGS => BreezeLBFGS}
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.DeveloperApi
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Vector, Vectors}
 import org.apache.spark.mllib.linalg.BLAS.axpy
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala
index a7a843ab76..c5b02d6b2e 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/ALS.scala
@@ -17,9 +17,9 @@
 
 package org.apache.spark.mllib.recommendation
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Since}
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.recommendation.{ALS => NewALS}
 import org.apache.spark.rdd.RDD
 import org.apache.spark.storage.StorageLevel
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/MatrixFactorizationModel.scala b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/MatrixFactorizationModel.scala
index c91729a9fd..6f780b0da7 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/recommendation/MatrixFactorizationModel.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/recommendation/MatrixFactorizationModel.scala
@@ -29,9 +29,10 @@ import org.json4s._
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.{JavaPairRDD, JavaRDD}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg._
 import org.apache.spark.mllib.rdd.MLPairRDDFunctions._
 import org.apache.spark.mllib.util.{Loader, Saveable}
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/regression/GeneralizedLinearAlgorithm.scala b/mllib/src/main/scala/org/apache/spark/mllib/regression/GeneralizedLinearAlgorithm.scala
index f7e3c5c501..4d5aaf1411 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/regression/GeneralizedLinearAlgorithm.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/regression/GeneralizedLinearAlgorithm.scala
@@ -17,8 +17,9 @@
 
 package org.apache.spark.mllib.regression
 
-import org.apache.spark.{Logging, SparkException}
+import org.apache.spark.SparkException
 import org.apache.spark.annotation.{DeveloperApi, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.feature.StandardScaler
 import org.apache.spark.mllib.linalg.{Vector, Vectors}
 import org.apache.spark.mllib.optimization._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/regression/StreamingLinearAlgorithm.scala b/mllib/src/main/scala/org/apache/spark/mllib/regression/StreamingLinearAlgorithm.scala
index 73948b2d98..46deb545af 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/regression/StreamingLinearAlgorithm.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/regression/StreamingLinearAlgorithm.scala
@@ -19,9 +19,9 @@ package org.apache.spark.mllib.regression
 
 import scala.reflect.ClassTag
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Since}
 import org.apache.spark.api.java.JavaSparkContext.fakeClassTag
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vector
 import org.apache.spark.streaming.api.java.{JavaDStream, JavaPairDStream}
 import org.apache.spark.streaming.dstream.DStream
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/PearsonCorrelation.scala b/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/PearsonCorrelation.scala
index 8a821d1b23..f131f6948a 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/PearsonCorrelation.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/PearsonCorrelation.scala
@@ -19,7 +19,7 @@ package org.apache.spark.mllib.stat.correlation
 
 import breeze.linalg.{DenseMatrix => BDM}
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Matrices, Matrix, Vector}
 import org.apache.spark.mllib.linalg.distributed.RowMatrix
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/SpearmanCorrelation.scala b/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/SpearmanCorrelation.scala
index fc684d7c5f..b760347bcb 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/SpearmanCorrelation.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/stat/correlation/SpearmanCorrelation.scala
@@ -19,7 +19,7 @@ package org.apache.spark.mllib.stat.correlation
 
 import scala.collection.mutable.ArrayBuffer
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Matrix, Vector, Vectors}
 import org.apache.spark.rdd.RDD
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/ChiSqTest.scala b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/ChiSqTest.scala
index 4a3fb06469..76ca6a8abd 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/ChiSqTest.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/ChiSqTest.scala
@@ -22,7 +22,8 @@ import scala.collection.mutable
 import breeze.linalg.{DenseMatrix => BDM}
 import org.apache.commons.math3.distribution.ChiSquaredDistribution
 
-import org.apache.spark.{Logging, SparkException}
+import org.apache.spark.SparkException
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.{Matrices, Matrix, Vector, Vectors}
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.rdd.RDD
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/KolmogorovSmirnovTest.scala b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/KolmogorovSmirnovTest.scala
index 2b3ed6df48..baf9e5e7d1 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/KolmogorovSmirnovTest.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/KolmogorovSmirnovTest.scala
@@ -22,7 +22,7 @@ import scala.annotation.varargs
 import org.apache.commons.math3.distribution.{NormalDistribution, RealDistribution}
 import org.apache.commons.math3.stat.inference.{KolmogorovSmirnovTest => CommonMathKolmogorovSmirnovTest}
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.rdd.RDD
 
 /**
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTest.scala b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTest.scala
index e990fe0768..4c382d7c2b 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTest.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTest.scala
@@ -19,8 +19,8 @@ package org.apache.spark.mllib.stat.test
 
 import scala.beans.BeanInfo
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{Experimental, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.streaming.api.java.JavaDStream
 import org.apache.spark.streaming.dstream.DStream
 import org.apache.spark.util.StatCounter
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTestMethod.scala b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTestMethod.scala
index 911b4b9237..ff27f28459 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTestMethod.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/stat/test/StreamingTestMethod.scala
@@ -26,7 +26,7 @@ import com.twitter.chill.MeatLocker
 import org.apache.commons.math3.stat.descriptive.StatisticalSummaryValues
 import org.apache.commons.math3.stat.inference.TTest
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.streaming.dstream.DStream
 import org.apache.spark.util.StatCounter
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/DecisionTree.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/DecisionTree.scala
index 76c32208ea..18f66e65f1 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/DecisionTree.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/DecisionTree.scala
@@ -21,9 +21,9 @@ import scala.annotation.tailrec
 import scala.collection.JavaConverters._
 import scala.collection.mutable
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.tree.RandomForest.NodeIndexInfo
 import org.apache.spark.mllib.tree.configuration.Algo._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala
index d131f5da6c..eb40fb0391 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/GradientBoostedTrees.scala
@@ -17,9 +17,9 @@
 
 package org.apache.spark.mllib.tree
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.impl.PeriodicRDDCheckpointer
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.tree.configuration.Algo._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/RandomForest.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/RandomForest.scala
index b7714b382a..ec4c034169 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/RandomForest.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/RandomForest.scala
@@ -22,9 +22,9 @@ import java.io.IOException
 import scala.collection.mutable
 import scala.collection.JavaConverters._
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.tree.configuration.Algo._
 import org.apache.spark.mllib.tree.configuration.QuantileStrategy._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/impl/DecisionTreeMetadata.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/impl/DecisionTreeMetadata.scala
index 21ee49c457..df13d291ca 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/impl/DecisionTreeMetadata.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/impl/DecisionTreeMetadata.scala
@@ -19,7 +19,7 @@ package org.apache.spark.mllib.tree.impl
 
 import scala.collection.mutable
 
-import org.apache.spark.Logging
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.tree.configuration.Algo._
 import org.apache.spark.mllib.tree.configuration.QuantileStrategy._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/model/DecisionTreeModel.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/model/DecisionTreeModel.scala
index e007ee1105..ea68ff64a8 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/model/DecisionTreeModel.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/model/DecisionTreeModel.scala
@@ -23,9 +23,10 @@ import org.json4s._
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
 import org.apache.spark.annotation.Since
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vector
 import org.apache.spark.mllib.tree.configuration.{Algo, FeatureType}
 import org.apache.spark.mllib.tree.configuration.Algo._
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/model/Node.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/model/Node.scala
index b373c2de3e..114a33a51d 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/model/Node.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/model/Node.scala
@@ -17,8 +17,8 @@
 
 package org.apache.spark.mllib.tree.model
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vector
 import org.apache.spark.mllib.tree.configuration.FeatureType._
 
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/tree/model/treeEnsembleModels.scala b/mllib/src/main/scala/org/apache/spark/mllib/tree/model/treeEnsembleModels.scala
index 59713c382e..cbf49b6d58 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/tree/model/treeEnsembleModels.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/tree/model/treeEnsembleModels.scala
@@ -24,9 +24,10 @@ import org.json4s._
 import org.json4s.JsonDSL._
 import org.json4s.jackson.JsonMethods._
 
-import org.apache.spark.{Logging, SparkContext}
+import org.apache.spark.SparkContext
 import org.apache.spark.annotation.{DeveloperApi, Since}
 import org.apache.spark.api.java.JavaRDD
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vector
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.tree.configuration.Algo
diff --git a/mllib/src/main/scala/org/apache/spark/mllib/util/DataValidators.scala b/mllib/src/main/scala/org/apache/spark/mllib/util/DataValidators.scala
index dffe6e7893..2c712d8f82 100644
--- a/mllib/src/main/scala/org/apache/spark/mllib/util/DataValidators.scala
+++ b/mllib/src/main/scala/org/apache/spark/mllib/util/DataValidators.scala
@@ -17,8 +17,8 @@
 
 package org.apache.spark.mllib.util
 
-import org.apache.spark.Logging
 import org.apache.spark.annotation.{DeveloperApi, Since}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.rdd.RDD
 
diff --git a/mllib/src/test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala b/mllib/src/test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala
index d4f836ef33..1ffc62b38e 100644
--- a/mllib/src/test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/ml/feature/VectorIndexerSuite.scala
@@ -19,7 +19,8 @@ package org.apache.spark.ml.feature
 
 import scala.beans.{BeanInfo, BeanProperty}
 
-import org.apache.spark.{Logging, SparkException, SparkFunSuite}
+import org.apache.spark.{SparkException, SparkFunSuite}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.attribute._
 import org.apache.spark.ml.param.ParamsSuite
 import org.apache.spark.ml.util.{DefaultReadWriteTest, MLTestingUtils}
diff --git a/mllib/src/test/scala/org/apache/spark/ml/recommendation/ALSSuite.scala b/mllib/src/test/scala/org/apache/spark/ml/recommendation/ALSSuite.scala
index 2bedd70ce9..dac76aa7a1 100644
--- a/mllib/src/test/scala/org/apache/spark/ml/recommendation/ALSSuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/ml/recommendation/ALSSuite.scala
@@ -25,7 +25,8 @@ import scala.language.existentials
 
 import com.github.fommil.netlib.BLAS.{getInstance => blas}
 
-import org.apache.spark.{Logging, SparkException, SparkFunSuite}
+import org.apache.spark.{SparkException, SparkFunSuite}
+import org.apache.spark.internal.Logging
 import org.apache.spark.ml.recommendation.ALS._
 import org.apache.spark.ml.util.{DefaultReadWriteTest, MLTestingUtils}
 import org.apache.spark.mllib.linalg.Vectors
@@ -33,7 +34,6 @@ import org.apache.spark.mllib.util.MLlibTestSparkContext
 import org.apache.spark.mllib.util.TestingUtils._
 import org.apache.spark.rdd.RDD
 import org.apache.spark.sql.{DataFrame, Row}
-import org.apache.spark.util.Utils
 
 class ALSSuite
   extends SparkFunSuite with MLlibTestSparkContext with DefaultReadWriteTest with Logging {
diff --git a/mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala b/mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala
index 832ccc0aac..e5567492a2 100644
--- a/mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/mllib/linalg/VectorsSuite.scala
@@ -22,7 +22,8 @@ import scala.util.Random
 import breeze.linalg.{squaredDistance => breezeSquaredDistance, DenseMatrix => BDM}
 import org.json4s.jackson.JsonMethods.{parse => parseJson}
 
-import org.apache.spark.{Logging, SparkException, SparkFunSuite}
+import org.apache.spark.{SparkException, SparkFunSuite}
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.util.TestingUtils._
 
 class VectorsSuite extends SparkFunSuite with Logging {
diff --git a/mllib/src/test/scala/org/apache/spark/mllib/stat/CorrelationSuite.scala b/mllib/src/test/scala/org/apache/spark/mllib/stat/CorrelationSuite.scala
index c3eeda0125..eaa819c2e6 100644
--- a/mllib/src/test/scala/org/apache/spark/mllib/stat/CorrelationSuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/mllib/stat/CorrelationSuite.scala
@@ -19,7 +19,8 @@ package org.apache.spark.mllib.stat
 
 import breeze.linalg.{DenseMatrix => BDM, Matrix => BM}
 
-import org.apache.spark.{Logging, SparkFunSuite}
+import org.apache.spark.SparkFunSuite
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.linalg.Vectors
 import org.apache.spark.mllib.stat.correlation.{Correlations, PearsonCorrelation,
   SpearmanCorrelation}
diff --git a/mllib/src/test/scala/org/apache/spark/mllib/tree/GradientBoostedTreesSuite.scala b/mllib/src/test/scala/org/apache/spark/mllib/tree/GradientBoostedTreesSuite.scala
index acb3b953b5..58828b3af9 100644
--- a/mllib/src/test/scala/org/apache/spark/mllib/tree/GradientBoostedTreesSuite.scala
+++ b/mllib/src/test/scala/org/apache/spark/mllib/tree/GradientBoostedTreesSuite.scala
@@ -17,7 +17,8 @@
 
 package org.apache.spark.mllib.tree
 
-import org.apache.spark.{Logging, SparkFunSuite}
+import org.apache.spark.SparkFunSuite
+import org.apache.spark.internal.Logging
 import org.apache.spark.mllib.regression.LabeledPoint
 import org.apache.spark.mllib.tree.configuration.{BoostingStrategy, Strategy}
 import org.apache.spark.mllib.tree.configuration.Algo._
-- 
cgit v1.2.3