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[SPARK-32316] Test PySpark with Python 3.8 in Github Actions as well - Spark - [issue]
...Currently, only PyPy3 and Python 3.6 are being tested with PySpark. We should test the latest version of Python as well because some optimizations can be only enabled with Python 3.8+. See a...    Author: Hyukjin Kwon , 2020-07-15, 01:31
[SPARK-32315] Provide an explanation error message when calling require - Spark - [issue]
...When requirement checks inside `MLibUtils.fastSquaredDistance` are not met a non useful exception is thrown```Caused by: java.lang.IllegalArgumentException: requirement failedCaused by: java...    Author: dzlabs , 2020-07-15, 01:19
[SPARK-32094] Patch with typing module side-effect fix - Spark - [issue]
...Pyspark's and versions of cloudpickle below 1.3.0 interfere with dill unpickling because they define types.ClassType, which is undefined in dill. This results in the following...    Author: Suzen Fylke , 2020-07-15, 01:18
[SPARK-32314] [SHS] Add config to control whether log old format of stacktrace - Spark - [issue]
...Currently, EventLoggingListeneer write both "Stack Trace" and "Full Stack Trace" in TaskEndResaon of ExceptionFailure to event log. Both fields contains same info, and the former one is kept...    Author: Zhongwei Zhu , 2020-07-15, 00:34
[SPARK-32301] Add a test case for toPandas to work with empty partitioned Spark DataFrame - Spark - [issue]
...spark.sparkContext.emptyRDD().toDF("col1 int").toPandas()empty partitioned DataFrame is not being tested with toPandas....    Author: Hyukjin Kwon , 2020-07-14, 23:45
[SPARK-32303] Remove leftover from editable mode installation in PIP test - Spark - [issue]
...Jenkins fails as below:Installing dist into virtual envProcessing ./python/dist/pyspark-3.1.0.dev0.tar.gzCollecting py4j==0.10.9 (from pyspark==3.1.0.dev0)  Downloading    Author: Hyukjin Kwon , 2020-07-14, 23:44
[SPARK-31608] Add a hybrid KVStore to make UI loading faster - Spark - [issue]
...This is a follow-up for the work done by Hieu Huynh in 2019.Add a new class HybridKVStore to make the history server faster when loading event files. When rebuilding the application state fr...    Author: Baohe Zhang , 2020-07-14, 22:51
[SPARK-32279] Install Sphinx in Python 3 on Jenkins machines - Spark - [issue]
...Currently Sphinx is only installed in Python 2. We should install it in Python 3 and test it in Jenkins as Python 2, 3.4 and 3.5 were dropped at SPARK-32138.See also:    Author: Hyukjin Kwon , 2020-07-14, 22:44
[SPARK-32310] ML params default value parity - Spark - [issue]
...Make sure ML has the same default param values between estimator and its corresponding transformer, and also between Scala and Python....    Author: Huaxin Gao , 2020-07-14, 21:41
[SPARK-29292] Fix internal usages of mutable collection for Seq in 2.13 - Spark - [issue]
...Kind of related to, but a simpler subset. In 2.13, a mutable collection can't be returned as a scala.collection.Seq. It's easy enough to cal...    Author: Sean R. Owen , 2020-07-14, 20:36