spark.executorenv
ΪÄúÕÒµ½ÒÔÏÂÏà¹Ø´ð°¸
SparkÊÇÈçºÎ¹ÜÀíExecutorÄÚ´æµÄ,ÈçºÎ±ÜÃâoom?
Executor´´½¨spark-envʱ´´½¨£©MemoryManagerÖ÷Òª¹¦ÄÜÊÇ£º¼Ç¼ÓÃÁ˶àÉÙStorageMemoryºÍExecutionMemory ÉêÇëStorage¡¢Execution Memory ÊÍ·ÅStroage¡¢Execution Memory MemoryManager´´½¨StorageMemoryPoolºÍExecutionMemoryPool¶ÔÏó£¬ÓÃÀ´´´½¨¶ÑÄÚ
spark ÖÐÒ»¸öworkerÓжàÉÙexecutor ?
spark ÖÐÒ»¸öworkerÓжàÉÙexecutor £¿Ò»¸öworkerµÄexecutorÊýÁ¿È¡¾öÓÚʲô£¬±ÈÈçÎÒÓÐ1Ö÷3´Ó¹²4̨»úÆ÷£¨¾ùΪ4ºËcpu£¬8GÄڴ棩£¬¼´1¸ömaster£¬3...#3.ÅäÖà spark-env.sh.template Îļþ mv spark-env.sh.template spark-env.sh #4.ÅäÖÃÈçÏÂÄÚÈÝ£º export SPARK_MASTER_HOST=node1 #master...
Ôõô×Ô¼º´ò°üpython»·¾³¸øsparkʹÓÃ
spark-submit --master spark://localhost:7077 --conf "spark.executorEnv.PYSPARK_PYTHON=/path/to/python_binary_in_environment" your_app.py ÆäÖУ¬/path/to/pytho...
spark - submit:Warn
È·±£worker½ÚµãµÄÅäÖÃÎļþ£¨Èçspark-env.sh£©ÖеÄÏà¹Ø²ÎÊý£¨ÈçSPARK_MASTER_URL£©ÉèÖÃÕýÈ·£¬Ö¸ÏòÕýÈ·µÄmaster½ÚµãµØÖ·¡£ÖØÐÂÆô¶¯worker½Úµã£¬²¢¹Û²ìÊÇ·ñ³É¹¦×¢²áµ½master½Úµã¡£...
SparkÄÚ´æ»®·ÖÖÐStorageÓëExecutionÄÚ´æ±ß½çÈçºÎ¶¯Ì¬...
Hook SparkEnv.get.memoryManager,·µ»Ø´úÀí¶ÔÏó,À¹½ØËùÓÐ acquireStorageSpace/acquireExecutionMemory µ÷ÓÃ; ά»¤¶ÀÁ¢µÄ AdaptiveMemoryPool,ÄÚ²¿·â×°Á½...Executor ¶ÑÄÚ´æ·ÖΪԤÁôÄÚ´æ(300MB)¡¢Óû§ÄÚ´æ(40%,´æ´¢Óû§Êý¾Ý½á¹¹)ºÍ Spark ÍйÜÄÚ´æ(60%,¶¯Ì¬»®·Ö´æ´¢ÓëÖ´ÐÐ)¡£
Spark³ÌÐòÖÐÈçºÎÅжϵ±Ç°´¦ÔÚDriver»¹ÊÇExecutor...
¿ÉÒÔÓà SparkEnv Õâ¸ö singleton À´Åж¨£ºSparkEnv.get.executorId == "driver"
ÈçºÎ´Ó 0 ¿ªÊ¼Ñ§Ï° spark?
/*** Helper method to create a SparkEnv for a driver or an executor.*/privatedefcreate(conf:SparkConf,executorId:String,bindAddress:...
presto on spark ³öÏÖcatalogÁ½´Î¼ÓÔØ
Ðè¼ì²épresto-env.sh»òspark-env.shÖеıäÁ¿ÉèÖã¬È·±£Â·¾¶Ö¸ÏòΨһÇÒÕýÈ·µÄÅäÖÃÔ´¡£¼¯Èº×ÊÔ´¹ÜÀíÎÊÌ⼯Ⱥ×ÊÔ´·ÖÅä²»ºÏÀí£¨ÈçÄÚ´æ²»×ã¡¢Ï߳̾ºÕù£©¿ÉÄܵ¼ÖÂcatalog¼ÓÔØ¹ý³Ì±»...
ÈçºÎÔÚSpark¼¯ÈºµÄwork½ÚµãÉÏÆô¶¯¶à¸öExecutor
²¿ÊðÕâÖÖģʽ£¬ÐèÒªÐÞ¸ÄconfĿ¼ÏµÄspark-env.shÎļþ¡£ÔÚÆäÖÐÐÂÔöÈçÏÂÅäÖÃÑ¡Ï export HADOOP_HOME= /home/hadoop/hadoop-2.0.0-cdh4.5.0 export HADOOP_CONF_DIR=...
ʹÓÃPyCharm±àдpyspark´úÂëÈÎÎñÌá½»µ½spark on yarn...
at org.apache.spark.scheduler.Task.run(Task.scala:141) at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$4(Executor.scala...at org.apache.spark.SparkEnv.createPythonWorker(SparkEnv.scala:124) at org.apache.spark.api.python.BasePythonRunner.compute(PythonRunner...