如何从 PySpark 中的 JavaSparkContext 获取 SparkContext？

Question

当我运行 PySpark，执行

sc._gateway.help(sc._jsc)

成功给我一些不错的输出，比如

JavaSparkContext extends org.apache.spark.api.java.JavaSparkContextVarargsWorkaround implements java.io.Closeable {
|  
|  Methods defined here:
|  
|  accumulable(Object, String, AccumulableParam) : Accumulable
|  
|  accumulable(Object, AccumulableParam) : Accumulable
|  
|  accumulator(double, String) : Accumulator
|  
|  accumulator(Object, AccumulatorParam) : Accumulator
|  
|  accumulator(Object, String, AccumulatorParam) : Accumulator
|  
|  accumulator(double) : Accumulator
...

while 运行宁

sc._gateway.help(sc._jsc.sc())

给我一个带有 Java NPE

的 Py4J 错误

Py4JError: An error occurred while calling None.None. Trace:
java.lang.NullPointerException
at py4j.model.Py4JMember.compareTo(Py4JMember.java:54)
at py4j.model.Py4JMember.compareTo(Py4JMember.java:39)
at java.util.ComparableTimSort.countRunAndMakeAscending(ComparableTimSort.java:290)
at java.util.ComparableTimSort.sort(ComparableTimSort.java:157)
at java.util.ComparableTimSort.sort(ComparableTimSort.java:146)
at java.util.Arrays.sort(Arrays.java:472)
at java.util.Collections.sort(Collections.java:155)
at py4j.model.Py4JClass.buildClass(Py4JClass.java:88)
at py4j.commands.HelpPageCommand.getHelpObject(HelpPageCommand.java:118)
at py4j.commands.HelpPageCommand.execute(HelpPageCommand.java:74)
at py4j.GatewayConnection.run(GatewayConnection.java:207)
at java.lang.Thread.run(Thread.java:744)

为什么我无法通过 Py4J 访问我有权访问的 JavaSparkContext 中包含的 SparkContext？

Answer 1

sc._jsc.sc() 是访问底层 SparkContext 的正确方法。举例说明：

>>> sc._jsc.sc()
JavaObject id=o27
>>> sc._jsc.sc().version()
u'1.1.0'
>>> sc._jsc.sc().defaultMinSplits()
2

您在这里看到的问题是 Py4J 的 help 命令无法显示此 class 的帮助（可能是 Py4J 错误）。

如何从 PySpark 中的 JavaSparkContext 获取 SparkContext？

How to get SparkContext from JavaSparkContext in PySpark?

py4j

apache-spark

pyspark