python版本是3.12

输入代码：

from pyspark import SparkConf,SparkContext

# 在PySpark中调用python解释器

import os

os.environ['PYSPARK_PYTHON'] = "D:/python/python.exe"

# 创建SparkConf类对象

conf = SparkConf().setMaster("local[*]").setAppName("test_spark_app")

sc = SparkContext(conf=conf)

# 打印版本

print(sc.version)

# 数据计算

rdd1 = sc.parallelize([1,2,3,4,5])

rdd3 = rdd1.map(lambda X: X * 10)

print(rdd3.collect())

环境配置如下：

path路径配置：

错误代码如下：

D:\python\python.exe "D:\python工具\python学习工具\第二阶段\test pyspark.py"  Setting default log level to "WARN". To adjust logging level use sc.setLogLevel(newLevel). For SparkR, use setLogLevel(newLevel). 3.5.0 24/01/07 16:24:31 ERROR Executor: Exception in task 14.0 in stage 0.0 (TID 14) org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:612)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:594)     at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:789)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:766)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator.hasNext(PythonRunner.scala:525)     at org.apache.spark.InterruptibleIterator.hasNext(InterruptibleIterator.scala:37)     at scala.collection.Iterator.foreach(Iterator.scala:943)     at scala.collection.Iterator.foreach$(Iterator.scala:943)     at org.apache.spark.InterruptibleIterator.foreach(InterruptibleIterator.scala:28)     at scala.collection.generic.Growable.$plus$plus$eq(Growable.scala:62)     at scala.collection.generic.Growable.$plus$plus$eq$(Growable.scala:53)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:105)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:49)     at scala.collection.TraversableOnce.to(TraversableOnce.scala:366)     at scala.collection.TraversableOnce.to$(TraversableOnce.scala:364)     at org.apache.spark.InterruptibleIterator.to(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toBuffer(TraversableOnce.scala:358)     at scala.collection.TraversableOnce.toBuffer$(TraversableOnce.scala:358)     at org.apache.spark.InterruptibleIterator.toBuffer(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toArray(TraversableOnce.scala:345)     at scala.collection.TraversableOnce.toArray$(TraversableOnce.scala:339)     at org.apache.spark.InterruptibleIterator.toArray(InterruptibleIterator.scala:28)     at org.apache.spark.rdd.RDD.$anonfun$collect$2(RDD.scala:1046)     at org.apache.spark.SparkContext.$anonfun$runJob$5(SparkContext.scala:2438)     at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)     at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)     at org.apache.spark.scheduler.Task.run(Task.scala:141)     at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)     at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)     at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)     at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)     at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)     at java.base/java.lang.Thread.run(Thread.java:842) Caused by: java.io.EOFException     at java.base/java.io.DataInputStream.readInt(DataInputStream.java:398)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:774)     ... 32 more 24/01/07 16:24:32 WARN TaskSetManager: Lost task 14.0 in stage 0.0 (TID 14) (lxs010571022059.bdo.com.cn executor driver): org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:612)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:594)     at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:789)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:766)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator.hasNext(PythonRunner.scala:525)     at org.apache.spark.InterruptibleIterator.hasNext(InterruptibleIterator.scala:37)     at scala.collection.Iterator.foreach(Iterator.scala:943)     at scala.collection.Iterator.foreach$(Iterator.scala:943)     at org.apache.spark.InterruptibleIterator.foreach(InterruptibleIterator.scala:28)     at scala.collection.generic.Growable.$plus$plus$eq(Growable.scala:62)     at scala.collection.generic.Growable.$plus$plus$eq$(Growable.scala:53)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:105)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:49)     at scala.collection.TraversableOnce.to(TraversableOnce.scala:366)     at scala.collection.TraversableOnce.to$(TraversableOnce.scala:364)     at org.apache.spark.InterruptibleIterator.to(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toBuffer(TraversableOnce.scala:358)     at scala.collection.TraversableOnce.toBuffer$(TraversableOnce.scala:358)     at org.apache.spark.InterruptibleIterator.toBuffer(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toArray(TraversableOnce.scala:345)     at scala.collection.TraversableOnce.toArray$(TraversableOnce.scala:339)     at org.apache.spark.InterruptibleIterator.toArray(InterruptibleIterator.scala:28)     at org.apache.spark.rdd.RDD.$anonfun$collect$2(RDD.scala:1046)     at org.apache.spark.SparkContext.$anonfun$runJob$5(SparkContext.scala:2438)     at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)     at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)     at org.apache.spark.scheduler.Task.run(Task.scala:141)     at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)     at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)     at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)     at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)     at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)     at java.base/java.lang.Thread.run(Thread.java:842) Caused by: java.io.EOFException     at java.base/java.io.DataInputStream.readInt(DataInputStream.java:398)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:774)     ... 32 more

24/01/07 16:24:32 ERROR TaskSetManager: Task 14 in stage 0.0 failed 1 times; aborting job Traceback (most recent call last):   File "D:\python工具\python学习工具\第二阶段\test pyspark.py", line 21, in     print(rdd3.collect())           ^^^^^^^^^^^^^^   File "D:\python\Lib\site-packages\pyspark\rdd.py", line 1833, in collect     sock_info = self.ctx._jvm.PythonRDD.collectAndServe(self._jrdd.rdd())                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^   File "D:\python\Lib\site-packages\py4j\java_gateway.py", line 1322, in __call__     return_value = get_return_value(                    ^^^^^^^^^^^^^^^^^   File "D:\python\Lib\site-packages\py4j\protocol.py", line 326, in get_return_value     raise Py4JJavaError( py4j.protocol.Py4JJavaError: An error occurred while calling z:org.apache.spark.api.python.PythonRDD.collectAndServe. : org.apache.spark.SparkException: Job aborted due to stage failure: Task 14 in stage 0.0 failed 1 times, most recent failure: Lost task 14.0 in stage 0.0 (TID 14) (lxs010571022059.bdo.com.cn executor driver): org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:612)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:594)     at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:789)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:766)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator.hasNext(PythonRunner.scala:525)     at org.apache.spark.InterruptibleIterator.hasNext(InterruptibleIterator.scala:37)     at scala.collection.Iterator.foreach(Iterator.scala:943)     at scala.collection.Iterator.foreach$(Iterator.scala:943)     at org.apache.spark.InterruptibleIterator.foreach(InterruptibleIterator.scala:28)     at scala.collection.generic.Growable.$plus$plus$eq(Growable.scala:62)     at scala.collection.generic.Growable.$plus$plus$eq$(Growable.scala:53)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:105)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:49)     at scala.collection.TraversableOnce.to(TraversableOnce.scala:366)     at scala.collection.TraversableOnce.to$(TraversableOnce.scala:364)     at org.apache.spark.InterruptibleIterator.to(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toBuffer(TraversableOnce.scala:358)     at scala.collection.TraversableOnce.toBuffer$(TraversableOnce.scala:358)     at org.apache.spark.InterruptibleIterator.toBuffer(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toArray(TraversableOnce.scala:345)     at scala.collection.TraversableOnce.toArray$(TraversableOnce.scala:339)     at org.apache.spark.InterruptibleIterator.toArray(InterruptibleIterator.scala:28)     at org.apache.spark.rdd.RDD.$anonfun$collect$2(RDD.scala:1046)     at org.apache.spark.SparkContext.$anonfun$runJob$5(SparkContext.scala:2438)     at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)     at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)     at org.apache.spark.scheduler.Task.run(Task.scala:141)     at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)     at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)     at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)     at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)     at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)     at java.base/java.lang.Thread.run(Thread.java:842) Caused by: java.io.EOFException     at java.base/java.io.DataInputStream.readInt(DataInputStream.java:398)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:774)     ... 32 more

Driver stacktrace:     at org.apache.spark.scheduler.DAGScheduler.failJobAndIndependentStages(DAGScheduler.scala:2844)     at org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2(DAGScheduler.scala:2780)     at org.apache.spark.scheduler.DAGScheduler.$anonfun$abortStage$2$adapted(DAGScheduler.scala:2779)     at scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62)     at scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55)     at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49)     at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:2779)     at org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1(DAGScheduler.scala:1242)     at org.apache.spark.scheduler.DAGScheduler.$anonfun$handleTaskSetFailed$1$adapted(DAGScheduler.scala:1242)     at scala.Option.foreach(Option.scala:407)     at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:1242)     at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:3048)     at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:2982)     at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:2971)     at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:49)     at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:984)     at org.apache.spark.SparkContext.runJob(SparkContext.scala:2398)     at org.apache.spark.SparkContext.runJob(SparkContext.scala:2419)     at org.apache.spark.SparkContext.runJob(SparkContext.scala:2438)     at org.apache.spark.SparkContext.runJob(SparkContext.scala:2463)     at org.apache.spark.rdd.RDD.$anonfun$collect$1(RDD.scala:1046)     at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)     at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112)     at org.apache.spark.rdd.RDD.withScope(RDD.scala:407)     at org.apache.spark.rdd.RDD.collect(RDD.scala:1045)     at org.apache.spark.api.python.PythonRDD$.collectAndServe(PythonRDD.scala:195)     at org.apache.spark.api.python.PythonRDD.collectAndServe(PythonRDD.scala)     at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke0(Native Method)     at java.base/jdk.internal.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:77)     at java.base/jdk.internal.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)     at java.base/java.lang.reflect.Method.invoke(Method.java:568)     at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)     at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:374)     at py4j.Gateway.invoke(Gateway.java:282)     at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)     at py4j.commands.CallCommand.execute(CallCommand.java:79)     at py4j.ClientServerConnection.waitForCommands(ClientServerConnection.java:182)     at py4j.ClientServerConnection.run(ClientServerConnection.java:106)     at java.base/java.lang.Thread.run(Thread.java:842) Caused by: org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:612)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator$$anonfun$1.applyOrElse(PythonRunner.scala:594)     at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:38)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:789)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:766)     at org.apache.spark.api.python.BasePythonRunner$ReaderIterator.hasNext(PythonRunner.scala:525)     at org.apache.spark.InterruptibleIterator.hasNext(InterruptibleIterator.scala:37)     at scala.collection.Iterator.foreach(Iterator.scala:943)     at scala.collection.Iterator.foreach$(Iterator.scala:943)     at org.apache.spark.InterruptibleIterator.foreach(InterruptibleIterator.scala:28)     at scala.collection.generic.Growable.$plus$plus$eq(Growable.scala:62)     at scala.collection.generic.Growable.$plus$plus$eq$(Growable.scala:53)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:105)     at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:49)     at scala.collection.TraversableOnce.to(TraversableOnce.scala:366)     at scala.collection.TraversableOnce.to$(TraversableOnce.scala:364)     at org.apache.spark.InterruptibleIterator.to(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toBuffer(TraversableOnce.scala:358)     at scala.collection.TraversableOnce.toBuffer$(TraversableOnce.scala:358)     at org.apache.spark.InterruptibleIterator.toBuffer(InterruptibleIterator.scala:28)     at scala.collection.TraversableOnce.toArray(TraversableOnce.scala:345)     at scala.collection.TraversableOnce.toArray$(TraversableOnce.scala:339)     at org.apache.spark.InterruptibleIterator.toArray(InterruptibleIterator.scala:28)     at org.apache.spark.rdd.RDD.$anonfun$collect$2(RDD.scala:1046)     at org.apache.spark.SparkContext.$anonfun$runJob$5(SparkContext.scala:2438)     at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:93)     at org.apache.spark.TaskContext.runTaskWithListeners(TaskContext.scala:161)     at org.apache.spark.scheduler.Task.run(Task.scala:141)     at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala:620)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally(SparkErrorUtils.scala:64)     at org.apache.spark.util.SparkErrorUtils.tryWithSafeFinally$(SparkErrorUtils.scala:61)     at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:94)     at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:623)     at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1136)     at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:635)     ... 1 more Caused by: java.io.EOFException     at java.base/java.io.DataInputStream.readInt(DataInputStream.java:398)     at org.apache.spark.api.python.PythonRunner$$anon$3.read(PythonRunner.scala:774)     ... 32 more

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