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Created with Raphaël 2.2.01Apr31Mar302928272625242524232423242322212221201918191817181718171615141514131211101110111091098765432129Feb1Mar29Feb2827262726252423222322[SPARK-14184][SQL] Support native execution of SHOW DATABASE command and fix SHOW TABLE to use table identifier pattern[SPARK-14295][MLLIB][HOTFIX] Fixes Scala 2.10 compilation failure[SPARK-14303][ML][SPARKR] Define and use KMeansWrapper for SparkR::kmeans[SPARK-11262][ML] Unit test for gradient, loss layers, memory management for multilayer perceptron[SPARK-14295][SPARK-14274][SQL] Implements buildReader() for LibSVM[SPARK-14242][CORE][NETWORK] avoid copy in compositeBuffer for frame decoder[SPARK-14267] [SQL] [PYSPARK] execute multiple Python UDFs within single batch[SPARK-14277][CORE] Upgrade Snappy Java to 1.1.2.4[SPARK-14138] [SQL] Fix generated SpecificColumnarIterator code can exceed JVM size limit for cached DataFrames[SPARK-14281][TESTS] Fix java8-tests and simplify their build[SPARK-14264][PYSPARK][ML] Add feature importance for GBTs in pyspark[SPARK-14304][SQL][TESTS] Fix tests that don't create temp files in the `java.io.tmpdir` folder[SPARK-13710][SHELL][WINDOWS] Fix jline dependency on Windows[SPARK-11327][MESOS] Dispatcher does not respect all args from the Submit request[SPARK-14069][SQL] Improve SparkStatusTracker to also track executor information[Docs] Update monitoring.md to accurately describe the history server[SPARK-14243][CORE] update task metrics when removing blocks[SPARK-14182][SQL] Parse DDL Command: Alter View[SPARK-13796] Redirect error message to logWarning[SPARK-14278][SQL] Initialize columnar batch with proper memory mode[SPARK-14263][SQL] Benchmark Vectorized HashMap for GroupBy Aggregates[SPARK-11892][ML] Model export/import for spark.ml: OneVsRest[SPARK-13782][ML] Model export/import for spark.ml: BisectingKMeans[SPARK-14062][YARN] Fix log4j and upload metrics.properties automatically with distributed cache[SPARK-14164][MLLIB] Improve input layer validation of MultilayerPerceptronClassifier[SPARK-14211][SQL] Remove ANTLR3 based parser[SPARK-14206][SQL] buildReader() implementation for CSV[SPARK-14081][SQL] - Preserve DataFrame column types when filling nulls.[SPARK-14282][SQL] CodeFormatter should handle oneline comment with /* */ properly[SPARK-11507][MLLIB] add compact in Matrices fromBreeze[SPARK-14259][SQL] Add a FileSourceStrategy option for limiting #files in a partition[SPARK-11507][MLLIB] add compact in Matrices fromBreeze[SPARK-14152][ML][PYSPARK] MultilayerPerceptronClassifier supports save/load for Python API[MINOR][ML] Fix the wrong param name of LDA topicDistributionCol[SPARK-14181] TrainValidationSplit should have HasSeed[SPARK-13955][YARN] Also look for Spark jars in the build directory.[SPARK-14268][SQL] rename toRowExpressions and fromRowExpression to serializer and deserializer in ExpressionEncoder[SPARK-14114][SQL] implement buildReader for text data source[SPARK-14254][CORE] Add logs to help investigate the network performance[SPARK-14124][SQL] Implement Database-related DDL Commands