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[SPARK-31776] Literal lit() supports lists and numpy arrays - Spark - [issue]
...In ML workload, it is common to replace null feature vectors with some default value. However, lit() does not support Python list and numpy arrays at input. Users cannot simply use fillna() ...
http://issues.apache.org/jira/browse/SPARK-31776    Author: Xiangrui Meng , 2020-05-20, 17:45
[SPARK-6617] Word2Vec is nondeterministic - Spark - [issue]
...Word2Vec uses repartition: https://github.com/apache/spark/blob/v1.3.0/mllib/src/main/scala/org/apache/spark/mllib/feature/Word2Vec.scala#L291, which doesn't provide deterministic ordering. ...
http://issues.apache.org/jira/browse/SPARK-6617    Author: Xiangrui Meng , 2020-06-03, 19:50
[SPARK-27885] Announce deprecation of Python 2 support - Spark - [issue]
...Draft the message. Update Spark website and announce deprecation of Python 2 support in the next major release in 2019 and remove the support in a release after 2020/01/01. It should show up...
http://issues.apache.org/jira/browse/SPARK-27885    Author: Xiangrui Meng , 2020-05-17, 18:57
[SPARK-27886] Add Apache Spark project to https://python3statement.org/ - Spark - [issue]
...Add Spark to https://python3statement.org/ and indicate our timeline. I reviewed the statement at https://python3statement.org/. Most projects listed there will drop Python 2 before 2020/01/...
http://issues.apache.org/jira/browse/SPARK-27886    Author: Xiangrui Meng , 2020-05-17, 18:58
[SPARK-27377] Upgrade YARN to 3.1.2+ to support GPU - Spark - [issue]
...This task should be covered by SPARK-23710. Just a placeholder here....
http://issues.apache.org/jira/browse/SPARK-27377    Author: Xiangrui Meng , 2020-05-17, 18:14
[SPARK-27361] YARN support for GPU-aware scheduling - Spark - [issue]
...Design and implement YARN support for GPU-aware scheduling: User can request GPU resources at Spark application level. How the Spark executor discovers GPU's when run on YARN Integrate with ...
http://issues.apache.org/jira/browse/SPARK-27361    Author: Xiangrui Meng , 2020-05-17, 18:14
[SPARK-27378] spark-submit requests GPUs in YARN mode - Spark - [issue]
http://issues.apache.org/jira/browse/SPARK-27378    Author: Xiangrui Meng , 2020-05-17, 18:14
[SPARK-27376] Design: YARN supports Spark GPU-aware scheduling - Spark - [issue]
http://issues.apache.org/jira/browse/SPARK-27376    Author: Xiangrui Meng , 2020-05-17, 18:15
[SPARK-27362] Kubernetes support for GPU-aware scheduling - Spark - [issue]
...Design and implement k8s support for GPU-aware scheduling....
http://issues.apache.org/jira/browse/SPARK-27362    Author: Xiangrui Meng , 2020-05-17, 18:25
[SPARK-27373] Design: Kubernetes support for GPU-aware scheduling - Spark - [issue]
http://issues.apache.org/jira/browse/SPARK-27373    Author: Xiangrui Meng , 2020-05-17, 18:25