Błąd Spark: Za mało miejsca do buforowania partycji rdd_8_2 w pamięci! Wolna pamięć to 58905314 bajty

Question

Po uruchomieniu zadania Spark przy użyciu jego przykładowego kodu BinaryClassification.scala z moimi własnymi danymi, zawsze pokazuje błędy w rodzaju "Brak miejsca do buforowania partycji rdd_8_2 w pamięci! Wolna pamięć to 58905314 bajty.".

Ustawiam pamięć na 4G przez conf = new SparkConf() .setAppName (s "BinaryClassification with $ params") .set ("spark.executor.memory", "4g"), i to nie działa . Czy ktoś ma jakieś pomysły? Dziękuję :)

Używam go lokalnie na Macbook Pro z 16GB pamięci RAM.

bin/spark-submit --class BinaryClassification ~/dev/scalaworkspace/BinaryClassification/BinaryClassification_fat.jar ~/data/trajectory.libsvm --algorithm LR 

Spark assembly has been built with Hive, including Datanucleus jars on classpath 
Java HotSpot(TM) 64-Bit Server VM warning: ignoring option MaxPermSize=128m; support was removed in 8.0 
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 
14/11/22 17:07:24 INFO SecurityManager: Changing view acls to: wangchao, 
14/11/22 17:07:24 INFO SecurityManager: Changing modify acls to: wangchao, 
14/11/22 17:07:24 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(wangchao,); users with modify permissions: Set(wangchao,) 
14/11/22 17:07:24 INFO Slf4jLogger: Slf4jLogger started 
14/11/22 17:07:24 INFO Remoting: Starting remoting 
14/11/22 17:07:24 INFO Remoting: Remoting started; listening on addresses :[akka.tcp://sparkDriver@wangchaos-mbp-2.lan:65405] 
14/11/22 17:07:24 INFO Remoting: Remoting now listens on addresses: [akka.tcp://sparkDriver@wangchaos-mbp-2.lan:65405] 
14/11/22 17:07:24 INFO Utils: Successfully started service 'sparkDriver' on port 65405. 
14/11/22 17:07:24 INFO SparkEnv: Registering MapOutputTracker 
14/11/22 17:07:24 INFO SparkEnv: Registering BlockManagerMaster 
14/11/22 17:07:24 INFO DiskBlockManager: Created local directory at /var/folders/6k/nww6s1p52yg424zdcckvpwvc0000gn/T/spark-local-20141122170724-b202 
14/11/22 17:07:24 INFO Utils: Successfully started service 'Connection manager for block manager' on port 65406. 
14/11/22 17:07:24 INFO ConnectionManager: Bound socket to port 65406 with id = ConnectionManagerId(wangchaos-mbp-2.lan,65406) 
14/11/22 17:07:24 INFO MemoryStore: MemoryStore started with capacity 265.1 MB 
14/11/22 17:07:24 INFO BlockManagerMaster: Trying to register BlockManager 
14/11/22 17:07:24 INFO BlockManagerMasterActor: Registering block manager wangchaos-mbp-2.lan:65406 with 265.1 MB RAM 
14/11/22 17:07:24 INFO BlockManagerMaster: Registered BlockManager 
14/11/22 17:07:24 INFO HttpFileServer: HTTP File server directory is /var/folders/6k/nww6s1p52yg424zdcckvpwvc0000gn/T/spark-cf2b6d19-1db6-4e66-b080-8558a281cd50 
14/11/22 17:07:24 INFO HttpServer: Starting HTTP Server 
14/11/22 17:07:24 INFO Utils: Successfully started service 'HTTP file server' on port 65407. 
14/11/22 17:07:25 INFO Utils: Successfully started service 'SparkUI' on port 4040. 
14/11/22 17:07:25 INFO SparkUI: Started SparkUI at http://wangchaos-mbp-2.lan:4040 
14/11/22 17:07:25 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 
14/11/22 17:07:25 INFO SparkContext: Added JAR file:/Users/wangchao/dev/scalaworkspace/BinaryClassification/BinaryClassification_fat.jar at http://192.168.199.120:65407/jars/BinaryClassification_fat.jar with timestamp 1416647245419 
14/11/22 17:07:25 INFO AkkaUtils: Connecting to HeartbeatReceiver: akka.tcp://sparkDriver@wangchaos-mbp-2.lan:65405/user/HeartbeatReceiver 
14/11/22 17:07:29 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 238168618 bytes. 
14/11/22 17:07:29 WARN CacheManager: Not enough space to cache partition rdd_4_0 in memory! Free memory is 238168618 bytes. 
14/11/22 17:07:30 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 238168618 bytes. 
14/11/22 17:07:30 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 238168618 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_6_1 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_6_3 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_4_0 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_6_0 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_7_0 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_6_2 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:32 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 166721050 bytes. 
14/11/22 17:07:35 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 158787330 bytes. 
14/11/22 17:07:35 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 158787330 bytes. 
14/11/22 17:07:35 WARN CacheManager: Not enough space to cache partition rdd_6_1 in memory! Free memory is 158787330 bytes. 
14/11/22 17:07:35 WARN CacheManager: Not enough space to cache partition rdd_8_1 in memory! Free memory is 158787330 bytes. 
14/11/22 17:07:35 WARN CacheManager: Not enough space to cache partition rdd_6_2 in memory! Free memory is 158787330 bytes. 
14/11/22 17:07:35 WARN CacheManager: Not enough space to cache partition rdd_8_2 in memory! Free memory is 158787330 bytes. 
14/11/22 17:07:36 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 158791130 bytes. 
14/11/22 17:07:36 WARN CacheManager: Not enough space to cache partition rdd_6_3 in memory! Free memory is 158791130 bytes. 
14/11/22 17:07:36 WARN CacheManager: Not enough space to cache partition rdd_8_3 in memory! Free memory is 158791130 bytes. 
14/11/22 17:07:36 WARN CacheManager: Not enough space to cache partition rdd_4_0 in memory! Free memory is 158791130 bytes. 
14/11/22 17:07:36 WARN CacheManager: Not enough space to cache partition rdd_6_0 in memory! Free memory is 158791130 bytes. 
14/11/22 17:07:36 WARN CacheManager: Not enough space to cache partition rdd_8_0 in memory! Free memory is 158791130 bytes. 
Training: 385580, test: 96120. 
14/11/22 17:07:41 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72899530 bytes. 
14/11/22 17:07:41 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72899530 bytes. 
14/11/22 17:07:41 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72899530 bytes. 
14/11/22 17:07:41 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72899530 bytes. 
14/11/22 17:07:41 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72899530 bytes. 
14/11/22 17:07:41 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72899530 bytes. 
14/11/22 17:07:44 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72905066 bytes. 
14/11/22 17:07:44 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72905066 bytes. 
14/11/22 17:07:44 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72905066 bytes. 
14/11/22 17:07:44 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72905066 bytes. 
14/11/22 17:07:45 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72905066 bytes. 
14/11/22 17:07:45 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72905066 bytes. 
14/11/22 17:07:47 WARN BLAS: Failed to load implementation from: com.github.fommil.netlib.NativeSystemBLAS 
14/11/22 17:07:47 WARN BLAS: Failed to load implementation from: com.github.fommil.netlib.NativeRefBLAS 
14/11/22 17:07:48 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72900010 bytes. 
14/11/22 17:07:48 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72900010 bytes. 
14/11/22 17:07:48 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72900010 bytes. 
14/11/22 17:07:48 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72900010 bytes. 
14/11/22 17:07:48 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72900010 bytes. 
14/11/22 17:07:48 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72900010 bytes. 
14/11/22 17:07:51 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72892226 bytes. 
14/11/22 17:07:51 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72892226 bytes. 
14/11/22 17:07:51 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72892226 bytes. 
14/11/22 17:07:51 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72892226 bytes. 
14/11/22 17:07:52 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72892226 bytes. 
14/11/22 17:07:52 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72892226 bytes. 
14/11/22 17:07:55 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:07:55 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:07:55 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:07:55 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:07:55 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:07:55 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:07:58 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:07:58 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:07:58 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:07:58 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:07:59 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:07:59 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:02 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:02 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:02 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:02 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:02 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:02 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:05 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:05 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:05 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:05 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:05 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:05 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:08 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:08 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:08 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:08 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:09 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:09 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:12 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:12 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:12 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:12 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:12 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:12 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:15 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:15 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:15 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:15 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:16 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:16 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:19 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72887738 bytes. 
14/11/22 17:08:19 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72887738 bytes. 
14/11/22 17:08:19 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72887738 bytes. 
14/11/22 17:08:19 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72887738 bytes. 
14/11/22 17:08:19 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72887738 bytes. 
14/11/22 17:08:19 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72887738 bytes. 
14/11/22 17:08:22 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:22 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:22 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:22 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:23 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:23 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:26 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:26 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:26 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:26 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:26 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:26 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:29 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72882858 bytes. 
14/11/22 17:08:29 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72882858 bytes. 
14/11/22 17:08:29 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72882858 bytes. 
14/11/22 17:08:29 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72882858 bytes. 
14/11/22 17:08:30 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:30 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:33 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:33 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:33 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:33 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:33 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:33 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:08:36 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:36 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:36 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:36 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:37 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:37 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:40 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:40 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:40 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:40 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:40 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:40 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:43 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:43 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:43 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:43 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:44 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:44 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:47 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:47 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:47 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:47 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:47 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:47 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:51 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:51 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:51 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:51 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:51 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:51 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:54 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:54 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:54 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:54 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:54 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:54 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72893082 bytes. 
14/11/22 17:08:58 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:58 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:58 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:58 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72885298 bytes. 
14/11/22 17:08:58 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:08:58 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:01 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:01 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:01 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:01 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:02 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:02 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:05 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72887738 bytes. 
14/11/22 17:09:05 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72887738 bytes. 
14/11/22 17:09:05 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72887738 bytes. 
14/11/22 17:09:05 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72887738 bytes. 
14/11/22 17:09:05 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72887738 bytes. 
14/11/22 17:09:05 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72887738 bytes. 
14/11/22 17:09:08 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:08 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:08 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:08 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:09 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:09 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72903306 bytes. 
14/11/22 17:09:12 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:12 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:12 WARN CacheManager: Not enough space to cache partition rdd_7_2 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:12 WARN CacheManager: Not enough space to cache partition rdd_7_3 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:12 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:12 WARN CacheManager: Not enough space to cache partition rdd_7_1 in memory! Free memory is 72895522 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_8_1 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_4_1 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_8_1 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_8_3 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_8_2 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_4_3 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_4_2 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_8_3 in memory! Free memory is 58905314 bytes. 
14/11/22 17:09:15 WARN CacheManager: Not enough space to cache partition rdd_8_2 in memory! Free memory is 58905314 bytes. 
Test areaUnderPR = 0.8666401497180547. 
Test areaUnderROC = 0.7099423688872086. 

Answer 1

Aktualnie używasz przy domyślnych opcjach pamięci, jak wskazano w dziennikach:

14/11/22 17:07:24 INFO MemoryStore: MemoryStore started with capacity 265.1 MB 

Jeśli działa lokalnie, trzeba ustawić opcję --driver-memory 4G zamiast.